2022-08-26 17:12:43,645 INFO [train.py:1020] (5/8) Training started
2022-08-26 17:12:43,646 INFO [train.py:1030] (5/8) Device: cuda:5
2022-08-26 17:12:43,652 INFO [train.py:1039] (5/8) {'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] (5/8) About to create model
2022-08-26 17:12:44,279 INFO [train.py:460] (5/8) Use giga
2022-08-26 17:12:44,335 INFO [train.py:1045] (5/8) Number of model parameters: 86241344
2022-08-26 17:12:44,336 INFO [checkpoint.py:112] (5/8) Loading checkpoint from lstm_transducer_stateless2/exp/epoch-9.pt
2022-08-26 17:12:56,169 INFO [train.py:1060] (5/8) Using DDP
2022-08-26 17:12:57,340 INFO [train.py:1068] (5/8) Loading optimizer state dict
2022-08-26 17:12:58,741 INFO [train.py:1076] (5/8) Loading scheduler state dict
2022-08-26 17:12:58,741 INFO [librispeech.py:43] (5/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-26 17:12:58,831 INFO [librispeech.py:48] (5/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-26 17:12:58,833 INFO [librispeech.py:53] (5/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-26 17:12:58,835 INFO [train.py:1104] (5/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-26 17:12:58,835 INFO [gigaspeech.py:46] (5/8) About to get train-XL cuts
2022-08-26 17:12:58,864 INFO [gigaspeech.py:62] (5/8) Loading 1998 splits
2022-08-26 17:13:13,145 INFO [asr_datamodule.py:168] (5/8) Enable MUSAN
2022-08-26 17:13:13,145 INFO [asr_datamodule.py:180] (5/8) Enable SpecAugment
2022-08-26 17:13:13,145 INFO [asr_datamodule.py:181] (5/8) Time warp factor: 80
2022-08-26 17:13:13,145 INFO [asr_datamodule.py:196] (5/8) About to create train dataset
2022-08-26 17:13:13,145 INFO [asr_datamodule.py:227] (5/8) Using DynamicBucketingSampler.
2022-08-26 17:13:15,902 INFO [asr_datamodule.py:236] (5/8) About to create train dataloader
2022-08-26 17:13:15,903 INFO [asr_datamodule.py:168] (5/8) Enable MUSAN
2022-08-26 17:13:15,903 INFO [asr_datamodule.py:180] (5/8) Enable SpecAugment
2022-08-26 17:13:15,903 INFO [asr_datamodule.py:181] (5/8) Time warp factor: 80
2022-08-26 17:13:15,903 INFO [asr_datamodule.py:196] (5/8) About to create train dataset
2022-08-26 17:13:15,903 INFO [asr_datamodule.py:227] (5/8) Using DynamicBucketingSampler.
2022-08-26 17:13:19,389 INFO [asr_datamodule.py:236] (5/8) About to create train dataloader
2022-08-26 17:13:19,389 INFO [librispeech.py:68] (5/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-26 17:13:19,391 INFO [librispeech.py:73] (5/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-26 17:13:19,392 INFO [asr_datamodule.py:249] (5/8) About to create dev dataset
2022-08-26 17:13:19,718 INFO [asr_datamodule.py:270] (5/8) About to create dev dataloader
2022-08-26 17:13:19,719 INFO [train.py:1156] (5/8) Skip scan_pessimistic_batches_for_oom
2022-08-26 17:13:19,719 INFO [train.py:1160] (5/8) Loading grad scaler state dict
2022-08-26 17:15:30,147 INFO [train.py:927] (5/8) Epoch 10, batch 50, giga_loss[loss=0.2119, simple_loss=0.2919, pruned_loss=0.06597, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03492, over 39.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3151, pruned_loss=0.06947, over 547356.72 frames. utt_duration=617.6 frames, utt_pad_proportion=0.059, over 3553.45 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2875, pruned_loss=0.05741, over 108764.49 frames. utt_duration=1368 frames, utt_pad_proportion=0.01346, over 318.47 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3211, pruned_loss=0.07208, over 458808.10 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06291, over 3334.58 utterances.], batch size: 39, lr: 3.75e-04
2022-08-26 17:17:10,706 INFO [train.py:927] (5/8) Epoch 10, batch 100, giga_loss[loss=0.186, simple_loss=0.2682, pruned_loss=0.05187, over 12408.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0722, over 212.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2969, pruned_loss=0.06291, over 974280.11 frames. utt_duration=553.6 frames, utt_pad_proportion=0.07194, over 7058.43 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.06179, over 155873.65 frames. utt_duration=1020 frames, utt_pad_proportion=0.1316, over 612.09 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.297, pruned_loss=0.06308, over 873434.58 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06631, over 6718.49 utterances.], batch size: 212, lr: 3.75e-04
2022-08-26 17:18:53,041 INFO [train.py:927] (5/8) Epoch 10, batch 150, giga_loss[loss=0.1559, simple_loss=0.2419, pruned_loss=0.03495, over 12386.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.283, pruned_loss=0.05639, over 1307334.87 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0728, over 9843.75 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2985, pruned_loss=0.06055, over 224423.80 frames. utt_duration=1062 frames, utt_pad_proportion=0.1077, over 846.55 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2812, pruned_loss=0.05605, over 1190940.95 frames. utt_duration=499 frames, utt_pad_proportion=0.07016, over 9575.87 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:20:32,333 INFO [train.py:927] (5/8) Epoch 10, batch 200, giga_loss[loss=0.1645, simple_loss=0.2493, pruned_loss=0.03987, over 12380.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03359, over 80.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2734, pruned_loss=0.05295, over 1566340.24 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07266, over 12204.68 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3009, pruned_loss=0.06118, over 280077.97 frames. utt_duration=1025 frames, utt_pad_proportion=0.126, over 1094.92 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2703, pruned_loss=0.05211, over 1450433.99 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06844, over 11989.15 utterances.], batch size: 80, lr: 3.75e-04
2022-08-26 17:22:11,820 INFO [train.py:927] (5/8) Epoch 10, batch 250, giga_loss[loss=0.1734, simple_loss=0.2607, pruned_loss=0.04307, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03846, over 133.00 utterances.], tot_loss[loss=0.1841, simple_loss=0.2668, pruned_loss=0.05072, over 1767166.70 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07154, over 14144.41 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2997, pruned_loss=0.06129, over 312690.66 frames. utt_duration=1058 frames, utt_pad_proportion=0.1155, over 1184.07 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.2639, pruned_loss=0.0498, over 1664990.34 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06911, over 14050.54 utterances.], batch size: 133, lr: 3.75e-04
2022-08-26 17:23:49,400 INFO [train.py:927] (5/8) Epoch 10, batch 300, giga_loss[loss=0.1516, simple_loss=0.2321, pruned_loss=0.0355, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04481, over 34.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2632, pruned_loss=0.04914, over 1923118.59 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06731, over 14563.92 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2962, pruned_loss=0.05995, over 386119.57 frames. utt_duration=1128 frames, utt_pad_proportion=0.09754, over 1370.67 utterances.], giga_tot_loss[loss=0.1782, simple_loss=0.2601, pruned_loss=0.04816, over 1822116.89 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06634, over 14743.38 utterances.], batch size: 34, lr: 3.75e-04
2022-08-26 17:25:29,366 INFO [train.py:927] (5/8) Epoch 10, batch 350, giga_loss[loss=0.1541, simple_loss=0.2393, pruned_loss=0.03445, over 12375.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02681, over 66.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2598, pruned_loss=0.04767, over 2045892.88 frames. utt_duration=510.4 frames, utt_pad_proportion=0.0687, over 16080.15 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2981, pruned_loss=0.06067, over 406885.02 frames. utt_duration=1136 frames, utt_pad_proportion=0.09361, over 1434.77 utterances.], giga_tot_loss[loss=0.1749, simple_loss=0.2565, pruned_loss=0.04662, over 1962238.53 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0682, over 16294.02 utterances.], batch size: 66, lr: 3.75e-04
2022-08-26 17:27:11,509 INFO [train.py:927] (5/8) Epoch 10, batch 400, giga_loss[loss=0.1589, simple_loss=0.2439, pruned_loss=0.0369, over 12390.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02936, over 58.00 utterances.], tot_loss[loss=0.1748, simple_loss=0.2566, pruned_loss=0.04649, over 2140696.74 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06978, over 16392.62 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2985, pruned_loss=0.06059, over 437940.63 frames. utt_duration=1086 frames, utt_pad_proportion=0.1072, over 1615.01 utterances.], giga_tot_loss[loss=0.1721, simple_loss=0.2533, pruned_loss=0.04546, over 2069366.65 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06799, over 16600.80 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:28:53,158 INFO [train.py:927] (5/8) Epoch 10, batch 450, giga_loss[loss=0.1849, simple_loss=0.2637, pruned_loss=0.05303, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.1723, simple_loss=0.2535, pruned_loss=0.04554, over 2213914.94 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07236, over 17420.94 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2975, pruned_loss=0.06052, over 487983.34 frames. utt_duration=1124 frames, utt_pad_proportion=0.09778, over 1739.41 utterances.], giga_tot_loss[loss=0.1694, simple_loss=0.2501, pruned_loss=0.04437, over 2150709.29 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07144, over 17802.83 utterances.], batch size: 146, lr: 3.75e-04
2022-08-26 17:30:34,722 INFO [train.py:927] (5/8) Epoch 10, batch 500, giga_loss[loss=0.2369, simple_loss=0.3151, pruned_loss=0.07937, over 12391.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.1806, simple_loss=0.262, pruned_loss=0.04963, over 2272719.33 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07282, over 17885.87 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2982, pruned_loss=0.06097, over 527496.35 frames. utt_duration=1080 frames, utt_pad_proportion=0.1073, over 1955.62 utterances.], giga_tot_loss[loss=0.1777, simple_loss=0.2586, pruned_loss=0.04845, over 2218347.59 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07079, over 18279.59 utterances.], batch size: 161, lr: 3.75e-04
2022-08-26 17:32:17,188 INFO [train.py:927] (5/8) Epoch 10, batch 550, libri_loss[loss=0.2237, simple_loss=0.3207, pruned_loss=0.06337, over 12437.00 frames. utt_duration=430.6 frames, utt_pad_proportion=0.3283, over 116.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2725, pruned_loss=0.05398, over 2316739.70 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07165, over 17603.07 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2975, pruned_loss=0.0603, over 604383.26 frames. utt_duration=1072 frames, utt_pad_proportion=0.1085, over 2257.48 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.269, pruned_loss=0.05293, over 2265923.96 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06902, over 18203.02 utterances.], batch size: 116, lr: 3.75e-04
2022-08-26 17:33:59,218 INFO [train.py:927] (5/8) Epoch 10, batch 600, giga_loss[loss=0.2138, simple_loss=0.31, pruned_loss=0.05884, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06197, over 183.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2798, pruned_loss=0.05654, over 2350391.88 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06711, over 17631.58 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2972, pruned_loss=0.06038, over 632263.56 frames. utt_duration=1092 frames, utt_pad_proportion=0.1043, over 2319.28 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.277, pruned_loss=0.05569, over 2308385.95 frames. utt_duration=507 frames, utt_pad_proportion=0.06546, over 18264.06 utterances.], batch size: 183, lr: 3.75e-04
2022-08-26 17:35:37,499 INFO [train.py:927] (5/8) Epoch 10, batch 650, giga_loss[loss=0.2489, simple_loss=0.3127, pruned_loss=0.09258, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0359, over 40.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2837, pruned_loss=0.05753, over 2378367.73 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0633, over 17883.23 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2968, pruned_loss=0.06002, over 659886.17 frames. utt_duration=1108 frames, utt_pad_proportion=0.1003, over 2385.19 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2814, pruned_loss=0.05692, over 2343622.00 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06241, over 18520.74 utterances.], batch size: 40, lr: 3.75e-04
2022-08-26 17:37:16,283 INFO [train.py:927] (5/8) Epoch 10, batch 700, giga_loss[loss=0.2405, simple_loss=0.3188, pruned_loss=0.08114, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03042, over 58.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2891, pruned_loss=0.06046, over 2400074.41 frames. utt_duration=520 frames, utt_pad_proportion=0.06067, over 18514.34 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2976, pruned_loss=0.06009, over 704655.23 frames. utt_duration=1116 frames, utt_pad_proportion=0.09656, over 2528.07 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2869, pruned_loss=0.05995, over 2370557.65 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06018, over 19238.50 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:39:03,917 INFO [train.py:927] (5/8) Epoch 10, batch 750, giga_loss[loss=0.2109, simple_loss=0.3036, pruned_loss=0.05908, over 12469.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2946, pruned_loss=0.06339, over 2416461.65 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06595, over 19021.40 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.298, pruned_loss=0.06058, over 756964.35 frames. utt_duration=1110 frames, utt_pad_proportion=0.1019, over 2731.49 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2926, pruned_loss=0.06292, over 2391127.15 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06431, over 19847.43 utterances.], batch size: 55, lr: 3.75e-04
2022-08-26 17:40:45,760 INFO [train.py:927] (5/8) Epoch 10, batch 800, giga_loss[loss=0.211, simple_loss=0.3061, pruned_loss=0.05795, over 12392.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03236, over 80.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2977, pruned_loss=0.06376, over 2428945.25 frames. utt_duration=524 frames, utt_pad_proportion=0.0612, over 18593.90 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2981, pruned_loss=0.06056, over 765624.52 frames. utt_duration=1112 frames, utt_pad_proportion=0.1006, over 2756.84 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2962, pruned_loss=0.06342, over 2408837.25 frames. utt_duration=501 frames, utt_pad_proportion=0.06014, over 19289.05 utterances.], batch size: 80, lr: 3.75e-04
2022-08-26 17:42:26,573 INFO [train.py:927] (5/8) Epoch 10, batch 850, giga_loss[loss=0.2188, simple_loss=0.3067, pruned_loss=0.06548, over 12384.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2977, pruned_loss=0.0625, over 2438396.45 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05818, over 17825.14 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2979, pruned_loss=0.06055, over 782691.03 frames. utt_duration=1122 frames, utt_pad_proportion=0.09841, over 2795.19 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2965, pruned_loss=0.06225, over 2422214.24 frames. utt_duration=526 frames, utt_pad_proportion=0.05756, over 18473.69 utterances.], batch size: 182, lr: 3.75e-04
2022-08-26 17:44:08,729 INFO [train.py:927] (5/8) Epoch 10, batch 900, giga_loss[loss=0.2661, simple_loss=0.3335, pruned_loss=0.09933, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02652, over 48.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2982, pruned_loss=0.06254, over 2446194.93 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05683, over 17118.51 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2976, pruned_loss=0.06041, over 833076.18 frames. utt_duration=1136 frames, utt_pad_proportion=0.09191, over 2937.40 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2974, pruned_loss=0.06242, over 2432132.98 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05685, over 17892.86 utterances.], batch size: 48, lr: 3.75e-04
2022-08-26 17:45:52,735 INFO [train.py:927] (5/8) Epoch 10, batch 950, giga_loss[loss=0.2164, simple_loss=0.2967, pruned_loss=0.06805, over 12439.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.03327, over 113.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3003, pruned_loss=0.0651, over 2452276.97 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05363, over 16648.51 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2972, pruned_loss=0.06029, over 849189.53 frames. utt_duration=1143 frames, utt_pad_proportion=0.08994, over 2975.94 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2998, pruned_loss=0.06508, over 2441229.62 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05394, over 17344.16 utterances.], batch size: 113, lr: 3.75e-04
2022-08-26 17:47:32,499 INFO [train.py:927] (5/8) Epoch 10, batch 1000, giga_loss[loss=0.2158, simple_loss=0.3035, pruned_loss=0.06408, over 12338.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03474, over 62.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3004, pruned_loss=0.06598, over 2456462.77 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05639, over 16971.88 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2973, pruned_loss=0.05997, over 897213.28 frames. utt_duration=1126 frames, utt_pad_proportion=0.09596, over 3192.79 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3001, pruned_loss=0.06624, over 2447189.07 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05505, over 17710.65 utterances.], batch size: 62, lr: 3.75e-04
2022-08-26 17:49:11,424 INFO [train.py:927] (5/8) Epoch 10, batch 1050, libri_loss[loss=0.1497, simple_loss=0.2339, pruned_loss=0.03276, over 12450.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01052, over 29.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2995, pruned_loss=0.06592, over 2461099.40 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05578, over 17143.69 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2954, pruned_loss=0.05902, over 959308.06 frames. utt_duration=1150 frames, utt_pad_proportion=0.08897, over 3341.45 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3, pruned_loss=0.06671, over 2452936.32 frames. utt_duration=543 frames, utt_pad_proportion=0.05539, over 18119.72 utterances.], batch size: 29, lr: 3.75e-04
2022-08-26 17:50:53,554 INFO [train.py:927] (5/8) Epoch 10, batch 1100, giga_loss[loss=0.2122, simple_loss=0.2934, pruned_loss=0.06552, over 12343.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03238, over 85.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2978, pruned_loss=0.06507, over 2464243.29 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05804, over 17511.85 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2949, pruned_loss=0.05875, over 1025849.19 frames. utt_duration=1173 frames, utt_pad_proportion=0.0829, over 3502.46 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06609, over 2457402.78 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05817, over 18726.95 utterances.], batch size: 85, lr: 3.75e-04
2022-08-26 17:52:34,938 INFO [train.py:927] (5/8) Epoch 10, batch 1150, libri_loss[loss=0.1758, simple_loss=0.266, pruned_loss=0.04275, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006395, over 31.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2938, pruned_loss=0.0633, over 2466377.34 frames. utt_duration=541 frames, utt_pad_proportion=0.06092, over 18285.26 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2949, pruned_loss=0.05869, over 1061308.48 frames. utt_duration=1181 frames, utt_pad_proportion=0.07932, over 3600.80 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2944, pruned_loss=0.06426, over 2461102.15 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06133, over 19518.01 utterances.], batch size: 31, lr: 3.75e-04
2022-08-26 17:54:14,028 INFO [train.py:927] (5/8) Epoch 10, batch 1200, libri_loss[loss=0.1856, simple_loss=0.283, pruned_loss=0.04409, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005902, over 35.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2904, pruned_loss=0.06207, over 2468726.45 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07101, over 19524.29 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2944, pruned_loss=0.05846, over 1116809.16 frames. utt_duration=1168 frames, utt_pad_proportion=0.08327, over 3828.40 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.291, pruned_loss=0.06309, over 2464262.37 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06992, over 20888.22 utterances.], batch size: 35, lr: 3.74e-04
2022-08-26 17:55:56,605 INFO [train.py:927] (5/8) Epoch 10, batch 1250, giga_loss[loss=0.1925, simple_loss=0.2802, pruned_loss=0.05238, over 12343.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03195, over 104.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2904, pruned_loss=0.06183, over 2469676.01 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06857, over 19049.79 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05815, over 1143453.96 frames. utt_duration=1169 frames, utt_pad_proportion=0.08155, over 3918.98 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2908, pruned_loss=0.06284, over 2466335.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06804, over 20340.19 utterances.], batch size: 104, lr: 3.74e-04
2022-08-26 17:57:38,782 INFO [train.py:927] (5/8) Epoch 10, batch 1300, giga_loss[loss=0.1736, simple_loss=0.2562, pruned_loss=0.04554, over 12302.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.0486, over 26.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2875, pruned_loss=0.06108, over 2469855.09 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06815, over 17876.07 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.05827, over 1163244.44 frames. utt_duration=1154 frames, utt_pad_proportion=0.0871, over 4035.64 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2878, pruned_loss=0.06188, over 2467218.77 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06652, over 18985.40 utterances.], batch size: 26, lr: 3.74e-04
2022-08-26 17:59:18,872 INFO [train.py:927] (5/8) Epoch 10, batch 1350, giga_loss[loss=0.1974, simple_loss=0.2793, pruned_loss=0.05771, over 12454.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2846, pruned_loss=0.05989, over 2470567.01 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06593, over 17498.30 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2948, pruned_loss=0.05829, over 1176446.74 frames. utt_duration=1160 frames, utt_pad_proportion=0.08579, over 4062.20 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2846, pruned_loss=0.06053, over 2468350.87 frames. utt_duration=536.2 frames, utt_pad_proportion=0.0649, over 18464.66 utterances.], batch size: 105, lr: 3.74e-04
2022-08-26 18:01:01,854 INFO [train.py:927] (5/8) Epoch 10, batch 1400, giga_loss[loss=0.227, simple_loss=0.2922, pruned_loss=0.08087, over 12346.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1885, over 362.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2833, pruned_loss=0.05963, over 2471184.04 frames. utt_duration=564 frames, utt_pad_proportion=0.06967, over 17572.06 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2973, pruned_loss=0.05902, over 1208561.76 frames. utt_duration=1142 frames, utt_pad_proportion=0.09157, over 4238.61 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2818, pruned_loss=0.05983, over 2469357.51 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06707, over 18482.49 utterances.], batch size: 362, lr: 3.74e-04
2022-08-26 18:02:42,679 INFO [train.py:927] (5/8) Epoch 10, batch 1450, giga_loss[loss=0.1897, simple_loss=0.27, pruned_loss=0.05466, over 12370.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03079, over 97.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2794, pruned_loss=0.05786, over 2471887.53 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06396, over 17007.11 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2958, pruned_loss=0.05829, over 1251727.91 frames. utt_duration=1158 frames, utt_pad_proportion=0.08742, over 4329.93 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2784, pruned_loss=0.05834, over 2470736.31 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06272, over 18064.82 utterances.], batch size: 97, lr: 3.74e-04
2022-08-26 18:04:25,858 INFO [train.py:927] (5/8) Epoch 10, batch 1500, giga_loss[loss=0.1641, simple_loss=0.2463, pruned_loss=0.04094, over 12452.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.04087, over 26.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2777, pruned_loss=0.05732, over 2472199.10 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06885, over 17265.88 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2958, pruned_loss=0.05819, over 1288293.44 frames. utt_duration=1150 frames, utt_pad_proportion=0.09036, over 4485.96 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2764, pruned_loss=0.05772, over 2470878.57 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06665, over 18312.73 utterances.], batch size: 26, lr: 3.74e-04
2022-08-26 18:06:06,965 INFO [train.py:927] (5/8) Epoch 10, batch 1550, giga_loss[loss=0.2324, simple_loss=0.3041, pruned_loss=0.08036, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03188, over 80.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2779, pruned_loss=0.05813, over 2471692.73 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06923, over 16945.70 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2956, pruned_loss=0.05838, over 1311829.79 frames. utt_duration=1141 frames, utt_pad_proportion=0.09419, over 4603.75 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2767, pruned_loss=0.05836, over 2470623.02 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06647, over 17905.93 utterances.], batch size: 80, lr: 3.74e-04
2022-08-26 18:07:48,255 INFO [train.py:927] (5/8) Epoch 10, batch 1600, giga_loss[loss=0.242, simple_loss=0.324, pruned_loss=0.07995, over 12353.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2832, pruned_loss=0.06071, over 2472143.76 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06282, over 16814.58 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2954, pruned_loss=0.05831, over 1334561.06 frames. utt_duration=1152 frames, utt_pad_proportion=0.09176, over 4641.39 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2819, pruned_loss=0.06092, over 2471553.13 frames. utt_duration=558.3 frames, utt_pad_proportion=0.0613, over 17755.85 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 18:09:31,039 INFO [train.py:927] (5/8) Epoch 10, batch 1650, giga_loss[loss=0.2204, simple_loss=0.3181, pruned_loss=0.06136, over 12379.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04158, over 133.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2902, pruned_loss=0.06368, over 2472326.36 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06491, over 17889.34 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2965, pruned_loss=0.0584, over 1362796.34 frames. utt_duration=1144 frames, utt_pad_proportion=0.09531, over 4770.29 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2885, pruned_loss=0.06388, over 2471785.42 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06263, over 18806.40 utterances.], batch size: 133, lr: 3.74e-04
2022-08-26 18:11:13,867 INFO [train.py:927] (5/8) Epoch 10, batch 1700, giga_loss[loss=0.2458, simple_loss=0.338, pruned_loss=0.07677, over 12312.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03578, over 51.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2972, pruned_loss=0.06656, over 2472190.55 frames. utt_duration=541 frames, utt_pad_proportion=0.06668, over 18330.55 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2967, pruned_loss=0.05858, over 1384645.27 frames. utt_duration=1152 frames, utt_pad_proportion=0.09279, over 4813.51 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2957, pruned_loss=0.06675, over 2471923.40 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06522, over 19260.77 utterances.], batch size: 51, lr: 3.74e-04
2022-08-26 18:12:54,010 INFO [train.py:927] (5/8) Epoch 10, batch 1750, giga_loss[loss=0.1807, simple_loss=0.2728, pruned_loss=0.0443, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03486, over 80.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2994, pruned_loss=0.06687, over 2472182.92 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06808, over 18533.66 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2967, pruned_loss=0.05867, over 1406170.77 frames. utt_duration=1159 frames, utt_pad_proportion=0.09027, over 4860.87 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2982, pruned_loss=0.06713, over 2472025.86 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06732, over 19488.66 utterances.], batch size: 80, lr: 3.74e-04
2022-08-26 18:14:36,785 INFO [train.py:927] (5/8) Epoch 10, batch 1800, giga_loss[loss=0.2036, simple_loss=0.2959, pruned_loss=0.05566, over 12442.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03021, over 80.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.297, pruned_loss=0.06427, over 2473048.41 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06269, over 18503.28 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2967, pruned_loss=0.05867, over 1406170.77 frames. utt_duration=1159 frames, utt_pad_proportion=0.09027, over 4860.87 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2961, pruned_loss=0.06447, over 2472926.17 frames. utt_duration=515.4 frames, utt_pad_proportion=0.0623, over 19246.57 utterances.], batch size: 80, lr: 3.74e-04
2022-08-26 18:16:20,333 INFO [train.py:927] (5/8) Epoch 10, batch 1850, giga_loss[loss=0.1925, simple_loss=0.2789, pruned_loss=0.05303, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03495, over 28.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2987, pruned_loss=0.065, over 2473551.02 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06338, over 18699.20 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2968, pruned_loss=0.0587, over 1427422.72 frames. utt_duration=1158 frames, utt_pad_proportion=0.08819, over 4935.19 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2979, pruned_loss=0.06524, over 2473403.63 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06329, over 19459.77 utterances.], batch size: 28, lr: 3.74e-04
2022-08-26 18:18:01,238 INFO [train.py:927] (5/8) Epoch 10, batch 1900, giga_loss[loss=0.204, simple_loss=0.2953, pruned_loss=0.05633, over 12332.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02762, over 74.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3006, pruned_loss=0.06617, over 2473975.33 frames. utt_duration=542 frames, utt_pad_proportion=0.0599, over 18309.35 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2972, pruned_loss=0.05889, over 1443281.17 frames. utt_duration=1161 frames, utt_pad_proportion=0.08646, over 4979.90 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2998, pruned_loss=0.06636, over 2473641.73 frames. utt_duration=520.9 frames, utt_pad_proportion=0.0602, over 19050.51 utterances.], batch size: 74, lr: 3.74e-04
2022-08-26 18:19:42,990 INFO [train.py:927] (5/8) Epoch 10, batch 1950, giga_loss[loss=0.2004, simple_loss=0.2859, pruned_loss=0.05742, over 12291.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03361, over 28.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3012, pruned_loss=0.06702, over 2473480.72 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06417, over 17776.58 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2971, pruned_loss=0.05918, over 1488037.49 frames. utt_duration=1176 frames, utt_pad_proportion=0.08175, over 5066.01 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3007, pruned_loss=0.06731, over 2473849.62 frames. utt_duration=527 frames, utt_pad_proportion=0.06505, over 18828.94 utterances.], batch size: 28, lr: 3.74e-04
2022-08-26 18:21:25,250 INFO [train.py:927] (5/8) Epoch 10, batch 2000, giga_loss[loss=0.2197, simple_loss=0.3075, pruned_loss=0.0659, over 12340.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.0331, over 62.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3011, pruned_loss=0.06685, over 2473148.48 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06731, over 17590.45 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2966, pruned_loss=0.05879, over 1517025.88 frames. utt_duration=1187 frames, utt_pad_proportion=0.07885, over 5117.35 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3011, pruned_loss=0.06752, over 2473621.96 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06841, over 18728.74 utterances.], batch size: 62, lr: 3.74e-04
2022-08-26 18:23:05,042 INFO [train.py:927] (5/8) Epoch 10, batch 2050, giga_loss[loss=0.221, simple_loss=0.3097, pruned_loss=0.06617, over 12374.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03367, over 104.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.303, pruned_loss=0.06764, over 2473215.95 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06239, over 16685.81 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2963, pruned_loss=0.05865, over 1526355.34 frames. utt_duration=1188 frames, utt_pad_proportion=0.07838, over 5145.05 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3033, pruned_loss=0.06832, over 2473765.95 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06365, over 17663.73 utterances.], batch size: 104, lr: 3.74e-04
2022-08-26 18:24:45,170 INFO [train.py:927] (5/8) Epoch 10, batch 2100, giga_loss[loss=0.238, simple_loss=0.3085, pruned_loss=0.08374, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03745, over 40.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3028, pruned_loss=0.06814, over 2472812.89 frames. utt_duration=607.2 frames, utt_pad_proportion=0.05903, over 16329.72 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2965, pruned_loss=0.05879, over 1535697.37 frames. utt_duration=1191 frames, utt_pad_proportion=0.07738, over 5165.55 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06868, over 2473329.62 frames. utt_duration=577.5 frames, utt_pad_proportion=0.0604, over 17175.02 utterances.], batch size: 40, lr: 3.74e-04
2022-08-26 18:26:26,796 INFO [train.py:927] (5/8) Epoch 10, batch 2150, libri_loss[loss=0.1959, simple_loss=0.2779, pruned_loss=0.05694, over 12180.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008054, over 30.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3017, pruned_loss=0.06735, over 2472795.26 frames. utt_duration=643.7 frames, utt_pad_proportion=0.05452, over 15402.69 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.05865, over 1572391.72 frames. utt_duration=1204 frames, utt_pad_proportion=0.07407, over 5230.00 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3022, pruned_loss=0.06816, over 2473345.27 frames. utt_duration=604.4 frames, utt_pad_proportion=0.05657, over 16408.80 utterances.], batch size: 30, lr: 3.74e-04
2022-08-26 18:28:09,650 INFO [train.py:927] (5/8) Epoch 10, batch 2200, giga_loss[loss=0.2241, simple_loss=0.3072, pruned_loss=0.07052, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03866, over 40.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3018, pruned_loss=0.06801, over 2472744.37 frames. utt_duration=642 frames, utt_pad_proportion=0.05639, over 15443.07 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2949, pruned_loss=0.05826, over 1611836.18 frames. utt_duration=1216 frames, utt_pad_proportion=0.07124, over 5307.14 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3031, pruned_loss=0.06925, over 2473435.11 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05841, over 16591.74 utterances.], batch size: 40, lr: 3.74e-04
2022-08-26 18:29:49,328 INFO [train.py:927] (5/8) Epoch 10, batch 2250, giga_loss[loss=0.2074, simple_loss=0.3026, pruned_loss=0.05614, over 12392.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.0265, over 66.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3015, pruned_loss=0.0672, over 2472474.84 frames. utt_duration=659.1 frames, utt_pad_proportion=0.05499, over 15038.95 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2945, pruned_loss=0.05815, over 1645623.46 frames. utt_duration=1209 frames, utt_pad_proportion=0.07398, over 5450.01 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3031, pruned_loss=0.06863, over 2473079.20 frames. utt_duration=612 frames, utt_pad_proportion=0.05579, over 16202.73 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 18:31:34,435 INFO [train.py:927] (5/8) Epoch 10, batch 2300, giga_loss[loss=0.2195, simple_loss=0.2976, pruned_loss=0.07068, over 12197.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03289, over 39.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3011, pruned_loss=0.06773, over 2472136.03 frames. utt_duration=635.1 frames, utt_pad_proportion=0.06157, over 15606.81 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05806, over 1649791.34 frames. utt_duration=1212 frames, utt_pad_proportion=0.0736, over 5453.76 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3026, pruned_loss=0.06893, over 2472581.52 frames. utt_duration=599 frames, utt_pad_proportion=0.06188, over 16551.71 utterances.], batch size: 39, lr: 3.74e-04
2022-08-26 18:33:15,089 INFO [train.py:927] (5/8) Epoch 10, batch 2350, giga_loss[loss=0.2791, simple_loss=0.3472, pruned_loss=0.1055, over 12397.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2992, pruned_loss=0.06696, over 2471832.51 frames. utt_duration=623.9 frames, utt_pad_proportion=0.06504, over 15886.59 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2949, pruned_loss=0.05858, over 1669667.36 frames. utt_duration=1194 frames, utt_pad_proportion=0.07856, over 5600.52 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3001, pruned_loss=0.06782, over 2472605.60 frames. utt_duration=592.4 frames, utt_pad_proportion=0.0635, over 16736.67 utterances.], batch size: 258, lr: 3.74e-04
2022-08-26 18:34:57,620 INFO [train.py:927] (5/8) Epoch 10, batch 2400, giga_loss[loss=0.194, simple_loss=0.2787, pruned_loss=0.05464, over 12443.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04338, over 114.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2973, pruned_loss=0.06647, over 2472768.06 frames. utt_duration=630.5 frames, utt_pad_proportion=0.05989, over 15725.45 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2946, pruned_loss=0.05854, over 1677605.13 frames. utt_duration=1198 frames, utt_pad_proportion=0.07777, over 5606.49 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2982, pruned_loss=0.06724, over 2473444.47 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05907, over 16479.51 utterances.], batch size: 114, lr: 3.74e-04
2022-08-26 18:36:39,866 INFO [train.py:927] (5/8) Epoch 10, batch 2450, giga_loss[loss=0.1944, simple_loss=0.2833, pruned_loss=0.05271, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2946, pruned_loss=0.06528, over 2471701.90 frames. utt_duration=623.5 frames, utt_pad_proportion=0.06024, over 15895.00 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05819, over 1697034.13 frames. utt_duration=1208 frames, utt_pad_proportion=0.07578, over 5625.17 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2957, pruned_loss=0.06628, over 2472468.85 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06002, over 16709.79 utterances.], batch size: 91, lr: 3.74e-04
2022-08-26 18:38:18,366 INFO [train.py:927] (5/8) Epoch 10, batch 2500, giga_loss[loss=0.1878, simple_loss=0.2766, pruned_loss=0.04951, over 12337.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03309, over 85.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2909, pruned_loss=0.06363, over 2470461.72 frames. utt_duration=611.3 frames, utt_pad_proportion=0.06292, over 16205.03 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.294, pruned_loss=0.0581, over 1708285.96 frames. utt_duration=1213 frames, utt_pad_proportion=0.0746, over 5640.76 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2918, pruned_loss=0.06455, over 2471327.58 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06289, over 16972.84 utterances.], batch size: 85, lr: 3.73e-04
2022-08-26 18:40:02,682 INFO [train.py:927] (5/8) Epoch 10, batch 2550, giga_loss[loss=0.2077, simple_loss=0.3011, pruned_loss=0.05716, over 12425.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03317, over 75.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2904, pruned_loss=0.06278, over 2470933.89 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06145, over 16175.82 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2942, pruned_loss=0.05823, over 1730561.21 frames. utt_duration=1212 frames, utt_pad_proportion=0.07295, over 5720.31 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2909, pruned_loss=0.06356, over 2471918.77 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06179, over 16996.82 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 18:41:43,600 INFO [train.py:927] (5/8) Epoch 10, batch 2600, giga_loss[loss=0.2528, simple_loss=0.3265, pruned_loss=0.08958, over 12379.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2914, pruned_loss=0.06272, over 2471280.74 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06628, over 17045.02 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.05805, over 1748918.61 frames. utt_duration=1212 frames, utt_pad_proportion=0.07222, over 5777.03 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2918, pruned_loss=0.06357, over 2472035.27 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06643, over 17898.66 utterances.], batch size: 363, lr: 3.73e-04
2022-08-26 18:43:24,886 INFO [train.py:927] (5/8) Epoch 10, batch 2650, giga_loss[loss=0.2278, simple_loss=0.3162, pruned_loss=0.06965, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2922, pruned_loss=0.06283, over 2471738.80 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06605, over 16970.69 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2943, pruned_loss=0.05846, over 1773638.74 frames. utt_duration=1191 frames, utt_pad_proportion=0.08001, over 5961.96 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2924, pruned_loss=0.06342, over 2472548.85 frames. utt_duration=555 frames, utt_pad_proportion=0.06388, over 17867.77 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 18:45:04,439 INFO [train.py:927] (5/8) Epoch 10, batch 2700, giga_loss[loss=0.2075, simple_loss=0.2863, pruned_loss=0.06438, over 12359.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1858, over 361.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2912, pruned_loss=0.06199, over 2472052.98 frames. utt_duration=582.8 frames, utt_pad_proportion=0.06419, over 17009.31 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05816, over 1793652.43 frames. utt_duration=1202 frames, utt_pad_proportion=0.07768, over 5974.91 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2919, pruned_loss=0.06277, over 2473337.18 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06308, over 18016.18 utterances.], batch size: 361, lr: 3.73e-04
2022-08-26 18:46:47,959 INFO [train.py:927] (5/8) Epoch 10, batch 2750, giga_loss[loss=0.1938, simple_loss=0.2779, pruned_loss=0.05489, over 12436.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03624, over 98.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2912, pruned_loss=0.06165, over 2471534.66 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06143, over 16881.88 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05783, over 1809767.13 frames. utt_duration=1212 frames, utt_pad_proportion=0.07605, over 5980.54 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2922, pruned_loss=0.06258, over 2473174.34 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06103, over 17927.10 utterances.], batch size: 98, lr: 3.73e-04
2022-08-26 18:48:27,818 INFO [train.py:927] (5/8) Epoch 10, batch 2800, giga_loss[loss=0.2321, simple_loss=0.3194, pruned_loss=0.07236, over 12351.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02609, over 70.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2929, pruned_loss=0.06262, over 2471412.24 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05769, over 16222.35 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05769, over 1832178.15 frames. utt_duration=1217 frames, utt_pad_proportion=0.0745, over 6028.34 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.294, pruned_loss=0.06359, over 2473084.23 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05786, over 17354.35 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 18:50:08,732 INFO [train.py:927] (5/8) Epoch 10, batch 2850, giga_loss[loss=0.2018, simple_loss=0.2918, pruned_loss=0.05595, over 12423.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2949, pruned_loss=0.06323, over 2472284.84 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05967, over 16732.11 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05798, over 1854141.06 frames. utt_duration=1208 frames, utt_pad_proportion=0.07788, over 6148.89 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2956, pruned_loss=0.06396, over 2473679.93 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05819, over 17859.86 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 18:51:45,055 INFO [train.py:927] (5/8) Epoch 10, batch 2900, giga_loss[loss=0.2353, simple_loss=0.3217, pruned_loss=0.07443, over 12399.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2963, pruned_loss=0.06374, over 2472215.22 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06411, over 17076.42 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.293, pruned_loss=0.05842, over 1869360.27 frames. utt_duration=1204 frames, utt_pad_proportion=0.07714, over 6219.16 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2966, pruned_loss=0.06416, over 2473400.84 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06278, over 18149.99 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 18:53:25,664 INFO [train.py:927] (5/8) Epoch 10, batch 2950, giga_loss[loss=0.2115, simple_loss=0.2952, pruned_loss=0.06396, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03623, over 40.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2961, pruned_loss=0.06408, over 2472562.55 frames. utt_duration=572 frames, utt_pad_proportion=0.06248, over 17335.90 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2929, pruned_loss=0.05838, over 1881000.95 frames. utt_duration=1208 frames, utt_pad_proportion=0.07567, over 6234.74 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2964, pruned_loss=0.06453, over 2473783.98 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06188, over 18368.70 utterances.], batch size: 40, lr: 3.73e-04
2022-08-26 18:55:05,973 INFO [train.py:927] (5/8) Epoch 10, batch 3000, giga_loss[loss=0.2359, simple_loss=0.3102, pruned_loss=0.08085, over 12370.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.294, pruned_loss=0.06281, over 2472507.48 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05806, over 17407.55 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2926, pruned_loss=0.05819, over 1892406.69 frames. utt_duration=1212 frames, utt_pad_proportion=0.07427, over 6254.80 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2944, pruned_loss=0.0634, over 2473801.79 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05812, over 18412.46 utterances.], batch size: 85, lr: 3.73e-04
2022-08-26 18:55:05,974 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 18:55:18,548 INFO [train.py:967] (5/8) 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 18:56:58,124 INFO [train.py:927] (5/8) Epoch 10, batch 3050, giga_loss[loss=0.1805, simple_loss=0.2818, pruned_loss=0.03964, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03024, over 75.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2943, pruned_loss=0.0619, over 2473389.46 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05997, over 17960.45 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05786, over 1912259.17 frames. utt_duration=1223 frames, utt_pad_proportion=0.07202, over 6259.71 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2952, pruned_loss=0.06275, over 2474613.76 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06046, over 19129.23 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 18:58:38,123 INFO [train.py:927] (5/8) Epoch 10, batch 3100, giga_loss[loss=0.1697, simple_loss=0.2466, pruned_loss=0.04633, over 12330.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.03071, over 28.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.294, pruned_loss=0.06209, over 2473206.76 frames. utt_duration=549.1 frames, utt_pad_proportion=0.0632, over 18067.09 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2918, pruned_loss=0.05786, over 1923550.36 frames. utt_duration=1215 frames, utt_pad_proportion=0.07556, over 6342.53 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2949, pruned_loss=0.06282, over 2474056.54 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0622, over 19117.48 utterances.], batch size: 28, lr: 3.73e-04
2022-08-26 19:00:16,676 INFO [train.py:927] (5/8) Epoch 10, batch 3150, giga_loss[loss=0.2317, simple_loss=0.3074, pruned_loss=0.07807, over 12386.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07374, over 212.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2918, pruned_loss=0.06149, over 2473866.06 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05964, over 17429.17 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2915, pruned_loss=0.0576, over 1936971.27 frames. utt_duration=1222 frames, utt_pad_proportion=0.07388, over 6346.80 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2928, pruned_loss=0.06237, over 2474735.53 frames. utt_duration=536 frames, utt_pad_proportion=0.05941, over 18521.35 utterances.], batch size: 212, lr: 3.73e-04
2022-08-26 19:01:56,515 INFO [train.py:927] (5/8) Epoch 10, batch 3200, giga_loss[loss=0.2067, simple_loss=0.2931, pruned_loss=0.06014, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03197, over 80.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.29, pruned_loss=0.06131, over 2472975.31 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05766, over 17173.05 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.0575, over 1942054.58 frames. utt_duration=1225 frames, utt_pad_proportion=0.0732, over 6348.33 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2908, pruned_loss=0.0621, over 2473900.09 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05775, over 18127.85 utterances.], batch size: 80, lr: 3.73e-04
2022-08-26 19:03:35,811 INFO [train.py:927] (5/8) Epoch 10, batch 3250, giga_loss[loss=0.1999, simple_loss=0.2804, pruned_loss=0.05968, over 12419.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03716, over 113.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2876, pruned_loss=0.06085, over 2473574.41 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06031, over 17649.71 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2907, pruned_loss=0.0573, over 1952343.34 frames. utt_duration=1233 frames, utt_pad_proportion=0.072, over 6340.43 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2887, pruned_loss=0.06168, over 2474505.60 frames. utt_duration=533.7 frames, utt_pad_proportion=0.0605, over 18598.79 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 19:05:15,840 INFO [train.py:927] (5/8) Epoch 10, batch 3300, giga_loss[loss=0.2129, simple_loss=0.2937, pruned_loss=0.06609, over 12406.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05036, over 161.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2844, pruned_loss=0.05988, over 2473133.02 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05766, over 17372.82 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2906, pruned_loss=0.05724, over 1965186.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.0703, over 6348.83 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2853, pruned_loss=0.06065, over 2473932.02 frames. utt_duration=540 frames, utt_pad_proportion=0.05838, over 18377.43 utterances.], batch size: 161, lr: 3.73e-04
2022-08-26 19:06:55,815 INFO [train.py:927] (5/8) Epoch 10, batch 3350, giga_loss[loss=0.2202, simple_loss=0.2965, pruned_loss=0.07198, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02823, over 39.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2859, pruned_loss=0.06004, over 2473271.48 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0542, over 17028.75 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2902, pruned_loss=0.0571, over 1974992.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.06907, over 6357.90 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2867, pruned_loss=0.06078, over 2474152.23 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05525, over 18011.71 utterances.], batch size: 39, lr: 3.73e-04
2022-08-26 19:08:37,830 INFO [train.py:927] (5/8) Epoch 10, batch 3400, giga_loss[loss=0.2507, simple_loss=0.3311, pruned_loss=0.08517, over 12381.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03471, over 122.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2885, pruned_loss=0.06089, over 2473629.45 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05011, over 16530.48 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2901, pruned_loss=0.0571, over 1982124.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06814, over 6359.50 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2892, pruned_loss=0.06153, over 2474589.85 frames. utt_duration=569 frames, utt_pad_proportion=0.05138, over 17441.07 utterances.], batch size: 122, lr: 3.73e-04
2022-08-26 19:10:19,822 INFO [train.py:927] (5/8) Epoch 10, batch 3450, giga_loss[loss=0.2011, simple_loss=0.292, pruned_loss=0.05515, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2925, pruned_loss=0.0631, over 2474195.12 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05179, over 16774.49 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2906, pruned_loss=0.05755, over 2001176.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.06609, over 6389.45 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2926, pruned_loss=0.06344, over 2475219.29 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05311, over 17839.20 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 19:12:01,449 INFO [train.py:927] (5/8) Epoch 10, batch 3500, giga_loss[loss=0.2052, simple_loss=0.2799, pruned_loss=0.06528, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03951, over 28.00 utterances.], tot_loss[loss=0.215, simple_loss=0.297, pruned_loss=0.06655, over 2472720.29 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05728, over 16766.69 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2908, pruned_loss=0.0577, over 2014689.50 frames. utt_duration=1244 frames, utt_pad_proportion=0.07003, over 6487.44 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2971, pruned_loss=0.06693, over 2473992.81 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05679, over 17820.59 utterances.], batch size: 28, lr: 3.73e-04
2022-08-26 19:13:44,043 INFO [train.py:927] (5/8) Epoch 10, batch 3550, giga_loss[loss=0.2685, simple_loss=0.3389, pruned_loss=0.09901, over 12420.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03165, over 80.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07163, over 2473548.85 frames. utt_duration=548 frames, utt_pad_proportion=0.06032, over 18104.83 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2908, pruned_loss=0.05769, over 2026222.29 frames. utt_duration=1250 frames, utt_pad_proportion=0.06844, over 6492.26 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3051, pruned_loss=0.07217, over 2474407.20 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06023, over 19189.66 utterances.], batch size: 80, lr: 3.73e-04
2022-08-26 19:15:26,541 INFO [train.py:927] (5/8) Epoch 10, batch 3600, giga_loss[loss=0.2576, simple_loss=0.3364, pruned_loss=0.08942, over 12419.00 frames. utt_duration=711 frames, utt_pad_proportion=0.02471, over 70.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3121, pruned_loss=0.07815, over 2474305.29 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07001, over 19515.16 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2909, pruned_loss=0.05781, over 2028438.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.06813, over 6492.80 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3124, pruned_loss=0.07856, over 2474996.45 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06959, over 20415.11 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 19:17:07,816 INFO [train.py:927] (5/8) Epoch 10, batch 3650, giga_loss[loss=0.2187, simple_loss=0.3036, pruned_loss=0.06692, over 12342.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03302, over 62.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08208, over 2474230.96 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0699, over 20353.53 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2911, pruned_loss=0.05779, over 2032619.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06855, over 6522.71 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3173, pruned_loss=0.08263, over 2475019.55 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06949, over 21160.64 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 19:18:53,651 INFO [train.py:927] (5/8) Epoch 10, batch 3700, giga_loss[loss=0.2706, simple_loss=0.3428, pruned_loss=0.09918, over 12344.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02737, over 70.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08787, over 2474707.56 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07829, over 21887.09 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2907, pruned_loss=0.05769, over 2039334.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.06768, over 6518.88 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.324, pruned_loss=0.08878, over 2475217.24 frames. utt_duration=437 frames, utt_pad_proportion=0.07797, over 22731.24 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 19:20:38,166 INFO [train.py:927] (5/8) Epoch 10, batch 3750, giga_loss[loss=0.3001, simple_loss=0.352, pruned_loss=0.1241, over 12412.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.327, pruned_loss=0.09132, over 2474493.69 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08111, over 22630.52 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2907, pruned_loss=0.05785, over 2049658.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.06763, over 6536.13 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3285, pruned_loss=0.09264, over 2475308.76 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08087, over 23646.36 utterances.], batch size: 146, lr: 3.72e-04
2022-08-26 19:22:18,963 INFO [train.py:927] (5/8) Epoch 10, batch 3800, giga_loss[loss=0.2281, simple_loss=0.3088, pruned_loss=0.07376, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02873, over 45.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3273, pruned_loss=0.09157, over 2474837.19 frames. utt_duration=447 frames, utt_pad_proportion=0.07953, over 22219.56 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2914, pruned_loss=0.05813, over 2060314.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.06625, over 6571.28 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3288, pruned_loss=0.09315, over 2475372.90 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07988, over 23349.52 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 19:24:02,437 INFO [train.py:927] (5/8) Epoch 10, batch 3850, giga_loss[loss=0.2848, simple_loss=0.3402, pruned_loss=0.1147, over 12329.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3278, pruned_loss=0.09088, over 2474693.27 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07629, over 21604.17 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2915, pruned_loss=0.05816, over 2068218.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.06596, over 6598.38 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3296, pruned_loss=0.09271, over 2475430.87 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07686, over 22752.01 utterances.], batch size: 369, lr: 3.72e-04
2022-08-26 19:25:47,101 INFO [train.py:927] (5/8) Epoch 10, batch 3900, giga_loss[loss=0.2217, simple_loss=0.3119, pruned_loss=0.06573, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02869, over 45.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3281, pruned_loss=0.09029, over 2474635.96 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07623, over 21485.11 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2918, pruned_loss=0.05825, over 2076135.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.0648, over 6606.27 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.33, pruned_loss=0.09223, over 2475356.14 frames. utt_duration=438.8 frames, utt_pad_proportion=0.077, over 22639.20 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 19:27:29,053 INFO [train.py:927] (5/8) Epoch 10, batch 3950, giga_loss[loss=0.2377, simple_loss=0.3147, pruned_loss=0.08035, over 12431.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0362, over 98.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3268, pruned_loss=0.08696, over 2475176.31 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07291, over 20783.60 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2932, pruned_loss=0.05865, over 2084220.04 frames. utt_duration=1258 frames, utt_pad_proportion=0.06465, over 6632.98 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3278, pruned_loss=0.08875, over 2475599.50 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07379, over 21923.56 utterances.], batch size: 98, lr: 3.72e-04
2022-08-26 19:29:08,504 INFO [train.py:927] (5/8) Epoch 10, batch 4000, giga_loss[loss=0.2785, simple_loss=0.3399, pruned_loss=0.1086, over 12409.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3241, pruned_loss=0.0844, over 2475229.15 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0743, over 20803.88 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2937, pruned_loss=0.05887, over 2099426.72 frames. utt_duration=1236 frames, utt_pad_proportion=0.0717, over 6802.33 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3257, pruned_loss=0.08663, over 2475721.24 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07326, over 22074.69 utterances.], batch size: 260, lr: 3.72e-04
2022-08-26 19:30:46,436 INFO [train.py:927] (5/8) Epoch 10, batch 4050, giga_loss[loss=0.2374, simple_loss=0.3112, pruned_loss=0.08176, over 12313.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03316, over 28.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3227, pruned_loss=0.08357, over 2474747.15 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07464, over 20726.16 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05862, over 2104968.93 frames. utt_duration=1238 frames, utt_pad_proportion=0.07078, over 6810.29 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3246, pruned_loss=0.08584, over 2475180.98 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07407, over 21908.99 utterances.], batch size: 28, lr: 3.72e-04
2022-08-26 19:32:38,875 INFO [train.py:927] (5/8) Epoch 10, batch 4100, libri_loss[loss=0.1972, simple_loss=0.2848, pruned_loss=0.05482, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006272, over 33.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3204, pruned_loss=0.08207, over 2474011.25 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07425, over 20614.70 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05839, over 2117159.20 frames. utt_duration=1240 frames, utt_pad_proportion=0.0697, over 6839.00 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3231, pruned_loss=0.08489, over 2474884.64 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0742, over 22005.17 utterances.], batch size: 33, lr: 3.72e-04
2022-08-26 19:34:22,033 INFO [train.py:927] (5/8) Epoch 10, batch 4150, giga_loss[loss=0.2413, simple_loss=0.3291, pruned_loss=0.07678, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03486, over 123.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3216, pruned_loss=0.0813, over 2473965.91 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07666, over 20950.05 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2932, pruned_loss=0.05828, over 2127601.75 frames. utt_duration=1237 frames, utt_pad_proportion=0.06918, over 6887.69 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3244, pruned_loss=0.08426, over 2474776.74 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07662, over 22384.16 utterances.], batch size: 123, lr: 3.72e-04
2022-08-26 19:36:07,563 INFO [train.py:927] (5/8) Epoch 10, batch 4200, giga_loss[loss=0.254, simple_loss=0.3303, pruned_loss=0.0889, over 12403.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3213, pruned_loss=0.08115, over 2474774.31 frames. utt_duration=489 frames, utt_pad_proportion=0.07103, over 20304.21 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05822, over 2136311.38 frames. utt_duration=1243 frames, utt_pad_proportion=0.06778, over 6880.67 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3243, pruned_loss=0.08405, over 2475300.58 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07177, over 21753.84 utterances.], batch size: 182, lr: 3.72e-04
2022-08-26 19:37:50,654 INFO [train.py:927] (5/8) Epoch 10, batch 4250, giga_loss[loss=0.2149, simple_loss=0.3022, pruned_loss=0.06379, over 12382.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02734, over 66.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3197, pruned_loss=0.08118, over 2475077.39 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07054, over 20220.55 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.05807, over 2139557.72 frames. utt_duration=1247 frames, utt_pad_proportion=0.06735, over 6872.87 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3225, pruned_loss=0.08377, over 2475611.47 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07127, over 21483.61 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 19:39:37,069 INFO [train.py:927] (5/8) Epoch 10, batch 4300, libri_loss[loss=0.1995, simple_loss=0.2962, pruned_loss=0.05138, over 12253.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004929, over 34.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3181, pruned_loss=0.07996, over 2474644.04 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06862, over 19667.40 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05816, over 2146122.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.06614, over 6877.40 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3208, pruned_loss=0.08235, over 2475153.48 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06968, over 20897.08 utterances.], batch size: 34, lr: 3.72e-04
2022-08-26 19:41:21,636 INFO [train.py:927] (5/8) Epoch 10, batch 4350, giga_loss[loss=0.2656, simple_loss=0.3398, pruned_loss=0.09571, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3167, pruned_loss=0.07876, over 2473951.95 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07324, over 20033.60 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.292, pruned_loss=0.05782, over 2153722.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.06489, over 6863.68 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3199, pruned_loss=0.08135, over 2474802.61 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07413, over 21288.08 utterances.], batch size: 146, lr: 3.72e-04
2022-08-26 19:43:05,280 INFO [train.py:927] (5/8) Epoch 10, batch 4400, giga_loss[loss=0.2503, simple_loss=0.3255, pruned_loss=0.0876, over 12362.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3165, pruned_loss=0.07963, over 2473690.13 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07455, over 20542.65 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.0579, over 2162655.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.06361, over 6876.73 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3197, pruned_loss=0.08219, over 2474841.32 frames. utt_duration=453.8 frames, utt_pad_proportion=0.0756, over 21884.71 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 19:44:50,055 INFO [train.py:927] (5/8) Epoch 10, batch 4450, giga_loss[loss=0.2341, simple_loss=0.315, pruned_loss=0.07658, over 12366.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03388, over 122.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3154, pruned_loss=0.07925, over 2473927.50 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06892, over 19752.46 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05779, over 2168670.72 frames. utt_duration=1264 frames, utt_pad_proportion=0.06252, over 6870.24 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3181, pruned_loss=0.08175, over 2474996.86 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07046, over 21055.95 utterances.], batch size: 122, lr: 3.72e-04
2022-08-26 19:46:32,595 INFO [train.py:927] (5/8) Epoch 10, batch 4500, giga_loss[loss=0.2167, simple_loss=0.2918, pruned_loss=0.07074, over 12332.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3135, pruned_loss=0.07854, over 2474119.76 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06783, over 19694.75 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2922, pruned_loss=0.05769, over 2179129.39 frames. utt_duration=1268 frames, utt_pad_proportion=0.06172, over 6884.20 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3165, pruned_loss=0.08127, over 2475069.76 frames. utt_duration=470 frames, utt_pad_proportion=0.06946, over 21129.61 utterances.], batch size: 91, lr: 3.72e-04
2022-08-26 19:48:16,557 INFO [train.py:927] (5/8) Epoch 10, batch 4550, giga_loss[loss=0.2319, simple_loss=0.3107, pruned_loss=0.07652, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02644, over 48.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3134, pruned_loss=0.07916, over 2473806.73 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06549, over 19446.41 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05797, over 2190748.01 frames. utt_duration=1273 frames, utt_pad_proportion=0.05959, over 6889.68 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3163, pruned_loss=0.08195, over 2474530.60 frames. utt_duration=471 frames, utt_pad_proportion=0.06766, over 21079.27 utterances.], batch size: 48, lr: 3.72e-04
2022-08-26 19:49:57,659 INFO [train.py:927] (5/8) Epoch 10, batch 4600, giga_loss[loss=0.2083, simple_loss=0.3004, pruned_loss=0.05809, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3144, pruned_loss=0.0796, over 2473545.29 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07219, over 20055.34 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2926, pruned_loss=0.05803, over 2192108.27 frames. utt_duration=1271 frames, utt_pad_proportion=0.05962, over 6906.23 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08182, over 2474154.26 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07346, over 21369.01 utterances.], batch size: 105, lr: 3.72e-04
2022-08-26 19:51:42,578 INFO [train.py:927] (5/8) Epoch 10, batch 4650, giga_loss[loss=0.2277, simple_loss=0.3122, pruned_loss=0.07161, over 12414.00 frames. utt_duration=974.9 frames, utt_pad_proportion=0.029, over 51.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3143, pruned_loss=0.07906, over 2473062.21 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07247, over 20026.42 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05789, over 2201409.71 frames. utt_duration=1274 frames, utt_pad_proportion=0.0582, over 6922.02 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3169, pruned_loss=0.08163, over 2473921.40 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07403, over 21489.11 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 19:53:25,265 INFO [train.py:927] (5/8) Epoch 10, batch 4700, giga_loss[loss=0.2348, simple_loss=0.3095, pruned_loss=0.08008, over 12291.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.03722, over 51.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.317, pruned_loss=0.08136, over 2473014.50 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07605, over 20223.51 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05834, over 2212225.41 frames. utt_duration=1248 frames, utt_pad_proportion=0.06706, over 7101.61 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08385, over 2473591.34 frames. utt_duration=457 frames, utt_pad_proportion=0.07472, over 21719.49 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 19:55:11,487 INFO [train.py:927] (5/8) Epoch 10, batch 4750, giga_loss[loss=0.2352, simple_loss=0.3097, pruned_loss=0.08036, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02778, over 48.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3167, pruned_loss=0.08211, over 2473252.85 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07714, over 20275.45 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05818, over 2223827.61 frames. utt_duration=1249 frames, utt_pad_proportion=0.06568, over 7129.42 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3196, pruned_loss=0.0852, over 2473645.66 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07658, over 21994.37 utterances.], batch size: 48, lr: 3.72e-04
2022-08-26 19:56:53,225 INFO [train.py:927] (5/8) Epoch 10, batch 4800, giga_loss[loss=0.2312, simple_loss=0.3095, pruned_loss=0.07641, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3169, pruned_loss=0.08306, over 2473191.14 frames. utt_duration=480 frames, utt_pad_proportion=0.07956, over 20674.99 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05803, over 2227423.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06918, over 7195.18 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3198, pruned_loss=0.08592, over 2473601.79 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07808, over 22145.13 utterances.], batch size: 91, lr: 3.72e-04
2022-08-26 19:58:33,867 INFO [train.py:927] (5/8) Epoch 10, batch 4850, giga_loss[loss=0.2405, simple_loss=0.3332, pruned_loss=0.07389, over 12372.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04704, over 26.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08274, over 2473458.70 frames. utt_duration=456 frames, utt_pad_proportion=0.08452, over 21766.93 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05834, over 2231119.98 frames. utt_duration=1228 frames, utt_pad_proportion=0.07227, over 7273.86 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3199, pruned_loss=0.08508, over 2473760.01 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08228, over 23054.51 utterances.], batch size: 26, lr: 3.72e-04
2022-08-26 20:00:20,797 INFO [train.py:927] (5/8) Epoch 10, batch 4900, giga_loss[loss=0.2433, simple_loss=0.3146, pruned_loss=0.08601, over 12453.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02951, over 80.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3158, pruned_loss=0.08161, over 2473648.53 frames. utt_duration=462 frames, utt_pad_proportion=0.07907, over 21484.99 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05832, over 2235463.43 frames. utt_duration=1232 frames, utt_pad_proportion=0.07111, over 7264.46 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3179, pruned_loss=0.08391, over 2474291.02 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07793, over 22768.90 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 20:02:07,540 INFO [train.py:927] (5/8) Epoch 10, batch 4950, giga_loss[loss=0.2695, simple_loss=0.3376, pruned_loss=0.1007, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03917, over 133.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.0822, over 2474727.23 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07541, over 21013.06 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05816, over 2237821.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.07054, over 7257.82 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3183, pruned_loss=0.08437, over 2475257.86 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07486, over 22162.84 utterances.], batch size: 133, lr: 3.72e-04
2022-08-26 20:03:55,190 INFO [train.py:927] (5/8) Epoch 10, batch 5000, giga_loss[loss=0.2773, simple_loss=0.3515, pruned_loss=0.1015, over 12388.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.0648, over 183.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3186, pruned_loss=0.08184, over 2474607.02 frames. utt_duration=479 frames, utt_pad_proportion=0.07487, over 20729.51 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2938, pruned_loss=0.05859, over 2243586.47 frames. utt_duration=1222 frames, utt_pad_proportion=0.07379, over 7355.02 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3202, pruned_loss=0.08374, over 2475127.08 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07349, over 21845.62 utterances.], batch size: 183, lr: 3.72e-04
2022-08-26 20:05:40,578 INFO [train.py:927] (5/8) Epoch 10, batch 5050, giga_loss[loss=0.2398, simple_loss=0.3246, pruned_loss=0.07744, over 12431.00 frames. utt_duration=803.6 frames, utt_pad_proportion=0.02592, over 62.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3195, pruned_loss=0.08164, over 2474265.79 frames. utt_duration=481.5 frames, utt_pad_proportion=0.0743, over 20615.57 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05834, over 2248884.96 frames. utt_duration=1230 frames, utt_pad_proportion=0.07254, over 7323.46 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3217, pruned_loss=0.08385, over 2475037.65 frames. utt_duration=455 frames, utt_pad_proportion=0.07368, over 21828.38 utterances.], batch size: 62, lr: 3.71e-04
2022-08-26 20:07:25,518 INFO [train.py:927] (5/8) Epoch 10, batch 5100, giga_loss[loss=0.3032, simple_loss=0.3509, pruned_loss=0.1277, over 12358.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3206, pruned_loss=0.08317, over 2473164.29 frames. utt_duration=471 frames, utt_pad_proportion=0.07984, over 21068.88 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05842, over 2252059.92 frames. utt_duration=1232 frames, utt_pad_proportion=0.07164, over 7319.66 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3225, pruned_loss=0.08517, over 2473931.49 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07936, over 22207.34 utterances.], batch size: 364, lr: 3.71e-04
2022-08-26 20:09:11,060 INFO [train.py:927] (5/8) Epoch 10, batch 5150, giga_loss[loss=0.2097, simple_loss=0.2871, pruned_loss=0.06614, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.319, pruned_loss=0.08324, over 2472583.18 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08216, over 21467.42 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2934, pruned_loss=0.05837, over 2258389.26 frames. utt_duration=1232 frames, utt_pad_proportion=0.07072, over 7339.10 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3214, pruned_loss=0.08554, over 2473395.50 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08201, over 22725.44 utterances.], batch size: 62, lr: 3.71e-04
2022-08-26 20:10:59,849 INFO [train.py:927] (5/8) Epoch 10, batch 5200, giga_loss[loss=0.226, simple_loss=0.2993, pruned_loss=0.07634, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03762, over 28.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3181, pruned_loss=0.0831, over 2472296.24 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07542, over 20593.40 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05844, over 2259507.31 frames. utt_duration=1231 frames, utt_pad_proportion=0.07052, over 7348.40 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.32, pruned_loss=0.08496, over 2472888.45 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07568, over 21630.24 utterances.], batch size: 28, lr: 3.71e-04
2022-08-26 20:12:46,797 INFO [train.py:927] (5/8) Epoch 10, batch 5250, giga_loss[loss=0.2015, simple_loss=0.2814, pruned_loss=0.06079, over 12395.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03886, over 113.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3169, pruned_loss=0.08302, over 2471468.11 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07352, over 20101.51 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05838, over 2265190.24 frames. utt_duration=1237 frames, utt_pad_proportion=0.06895, over 7335.03 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3193, pruned_loss=0.08524, over 2472525.51 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07436, over 21304.66 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 20:14:31,227 INFO [train.py:927] (5/8) Epoch 10, batch 5300, giga_loss[loss=0.2485, simple_loss=0.3219, pruned_loss=0.0875, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3171, pruned_loss=0.08371, over 2471408.05 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07203, over 20160.57 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05843, over 2269268.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.06798, over 7325.46 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3194, pruned_loss=0.08588, over 2472256.48 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07311, over 21348.26 utterances.], batch size: 161, lr: 3.71e-04
2022-08-26 20:16:14,826 INFO [train.py:927] (5/8) Epoch 10, batch 5350, giga_loss[loss=0.2306, simple_loss=0.3119, pruned_loss=0.0747, over 12404.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3177, pruned_loss=0.08296, over 2472249.43 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06856, over 19892.40 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05841, over 2277327.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.06594, over 7346.02 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08566, over 2472859.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07034, over 21313.31 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 20:18:02,533 INFO [train.py:927] (5/8) Epoch 10, batch 5400, giga_loss[loss=0.2295, simple_loss=0.3131, pruned_loss=0.0729, over 12401.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02583, over 70.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3177, pruned_loss=0.08253, over 2473229.07 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0673, over 19435.44 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05837, over 2280045.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06689, over 7397.40 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3202, pruned_loss=0.08503, over 2473891.00 frames. utt_duration=480 frames, utt_pad_proportion=0.06856, over 20678.14 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 20:19:46,873 INFO [train.py:927] (5/8) Epoch 10, batch 5450, giga_loss[loss=0.2517, simple_loss=0.3351, pruned_loss=0.08418, over 12402.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03975, over 133.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3198, pruned_loss=0.08252, over 2473071.57 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07288, over 20132.15 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05855, over 2285496.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.06942, over 7452.95 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3224, pruned_loss=0.08499, over 2473844.03 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0728, over 21401.83 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 20:21:31,384 INFO [train.py:927] (5/8) Epoch 10, batch 5500, giga_loss[loss=0.204, simple_loss=0.2861, pruned_loss=0.06101, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03799, over 33.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3226, pruned_loss=0.08342, over 2472362.17 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07158, over 19791.38 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.294, pruned_loss=0.05852, over 2288139.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.06853, over 7447.19 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3245, pruned_loss=0.08571, over 2473106.37 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07187, over 20960.56 utterances.], batch size: 33, lr: 3.71e-04
2022-08-26 20:23:15,941 INFO [train.py:927] (5/8) Epoch 10, batch 5550, giga_loss[loss=0.2924, simple_loss=0.3532, pruned_loss=0.1158, over 12406.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05757, over 182.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.322, pruned_loss=0.0835, over 2472192.14 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07076, over 19721.00 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.0582, over 2296063.25 frames. utt_duration=1237 frames, utt_pad_proportion=0.06704, over 7436.32 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3254, pruned_loss=0.08667, over 2473016.02 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07157, over 21192.59 utterances.], batch size: 182, lr: 3.71e-04
2022-08-26 20:25:00,121 INFO [train.py:927] (5/8) Epoch 10, batch 5600, giga_loss[loss=0.2756, simple_loss=0.3473, pruned_loss=0.1019, over 12413.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05535, over 162.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3217, pruned_loss=0.08329, over 2472845.99 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07313, over 20440.12 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05809, over 2300534.86 frames. utt_duration=1243 frames, utt_pad_proportion=0.06573, over 7414.60 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3254, pruned_loss=0.08648, over 2473436.63 frames. utt_duration=453 frames, utt_pad_proportion=0.07402, over 21914.48 utterances.], batch size: 162, lr: 3.71e-04
2022-08-26 20:26:43,504 INFO [train.py:927] (5/8) Epoch 10, batch 5650, giga_loss[loss=0.2451, simple_loss=0.346, pruned_loss=0.07216, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3215, pruned_loss=0.08167, over 2473122.76 frames. utt_duration=487.9 frames, utt_pad_proportion=0.0737, over 20338.64 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05806, over 2306294.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.06491, over 7434.26 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3253, pruned_loss=0.08497, over 2473762.59 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07466, over 21893.12 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 20:28:28,698 INFO [train.py:927] (5/8) Epoch 10, batch 5700, libri_loss[loss=0.2044, simple_loss=0.3011, pruned_loss=0.05379, over 12280.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005481, over 32.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3217, pruned_loss=0.08193, over 2472941.89 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07367, over 20472.03 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05803, over 2309258.48 frames. utt_duration=1246 frames, utt_pad_proportion=0.06386, over 7423.59 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3251, pruned_loss=0.08499, over 2473786.64 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07481, over 21951.77 utterances.], batch size: 32, lr: 3.71e-04
2022-08-26 20:30:14,238 INFO [train.py:927] (5/8) Epoch 10, batch 5750, giga_loss[loss=0.2325, simple_loss=0.3083, pruned_loss=0.07841, over 12388.00 frames. utt_duration=856 frames, utt_pad_proportion=0.0295, over 58.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3196, pruned_loss=0.08081, over 2473179.84 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07285, over 20491.00 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2932, pruned_loss=0.05802, over 2314368.92 frames. utt_duration=1248 frames, utt_pad_proportion=0.06247, over 7424.09 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3228, pruned_loss=0.0839, over 2473610.67 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07435, over 22027.39 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 20:32:01,285 INFO [train.py:927] (5/8) Epoch 10, batch 5800, giga_loss[loss=0.2528, simple_loss=0.3119, pruned_loss=0.09678, over 12373.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2158, over 375.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3192, pruned_loss=0.08207, over 2473200.32 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07875, over 21327.97 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05813, over 2318695.72 frames. utt_duration=1249 frames, utt_pad_proportion=0.06167, over 7432.87 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3223, pruned_loss=0.08504, over 2473866.75 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07983, over 22887.05 utterances.], batch size: 375, lr: 3.71e-04
2022-08-26 20:33:42,993 INFO [train.py:927] (5/8) Epoch 10, batch 5850, giga_loss[loss=0.2812, simple_loss=0.3268, pruned_loss=0.1179, over 12346.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.1994, over 369.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3176, pruned_loss=0.0821, over 2473179.79 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08072, over 21367.53 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.058, over 2321368.86 frames. utt_duration=1254 frames, utt_pad_proportion=0.06068, over 7416.31 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3209, pruned_loss=0.08499, over 2474050.87 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08186, over 22866.92 utterances.], batch size: 369, lr: 3.71e-04
2022-08-26 20:35:26,220 INFO [train.py:927] (5/8) Epoch 10, batch 5900, giga_loss[loss=0.2124, simple_loss=0.2993, pruned_loss=0.0628, over 12337.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0294, over 66.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3137, pruned_loss=0.07825, over 2473587.16 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07624, over 21096.34 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05799, over 2323693.84 frames. utt_duration=1249 frames, utt_pad_proportion=0.06136, over 7450.10 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3166, pruned_loss=0.08083, over 2474221.66 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07729, over 22426.11 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 20:37:14,721 INFO [train.py:927] (5/8) Epoch 10, batch 5950, libri_loss[loss=0.1784, simple_loss=0.2654, pruned_loss=0.0457, over 12406.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007374, over 30.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3125, pruned_loss=0.07717, over 2473959.80 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07672, over 20468.22 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2934, pruned_loss=0.05811, over 2329940.54 frames. utt_duration=1241 frames, utt_pad_proportion=0.06444, over 7520.34 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3152, pruned_loss=0.07989, over 2474166.27 frames. utt_duration=452 frames, utt_pad_proportion=0.07692, over 21965.36 utterances.], batch size: 30, lr: 3.71e-04
2022-08-26 20:39:01,154 INFO [train.py:927] (5/8) Epoch 10, batch 6000, giga_loss[loss=0.2536, simple_loss=0.3349, pruned_loss=0.08612, over 12391.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03214, over 122.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.31, pruned_loss=0.07679, over 2473818.19 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07735, over 20683.90 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05809, over 2333119.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06313, over 7510.40 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3125, pruned_loss=0.0794, over 2474334.69 frames. utt_duration=447.6 frames, utt_pad_proportion=0.078, over 22184.72 utterances.], batch size: 122, lr: 3.71e-04
2022-08-26 20:39:01,155 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 20:39:15,016 INFO [train.py:967] (5/8) 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 20:40:57,093 INFO [train.py:927] (5/8) Epoch 10, batch 6050, giga_loss[loss=0.32, simple_loss=0.3627, pruned_loss=0.1387, over 12354.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3108, pruned_loss=0.07724, over 2474037.97 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07916, over 20860.16 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05814, over 2335910.01 frames. utt_duration=1248 frames, utt_pad_proportion=0.0622, over 7498.23 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3131, pruned_loss=0.0796, over 2474447.73 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07997, over 22300.31 utterances.], batch size: 257, lr: 3.71e-04
2022-08-26 20:42:37,330 INFO [train.py:927] (5/8) Epoch 10, batch 6100, giga_loss[loss=0.2222, simple_loss=0.3024, pruned_loss=0.07101, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02844, over 45.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3106, pruned_loss=0.07702, over 2473746.93 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07421, over 19841.50 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05835, over 2341347.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.06493, over 7555.39 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3133, pruned_loss=0.0795, over 2474643.93 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07447, over 21481.57 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 20:44:21,175 INFO [train.py:927] (5/8) Epoch 10, batch 6150, giga_loss[loss=0.2238, simple_loss=0.306, pruned_loss=0.07079, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3112, pruned_loss=0.0773, over 2474239.44 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06844, over 19531.45 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05832, over 2344084.64 frames. utt_duration=1244 frames, utt_pad_proportion=0.06403, over 7546.47 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3136, pruned_loss=0.07961, over 2474842.56 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06937, over 21056.50 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 20:46:06,808 INFO [train.py:927] (5/8) Epoch 10, batch 6200, libri_loss[loss=0.254, simple_loss=0.3485, pruned_loss=0.07974, over 12359.00 frames. utt_duration=427.6 frames, utt_pad_proportion=0.3297, over 116.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3137, pruned_loss=0.07873, over 2474271.13 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07149, over 19691.12 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.0585, over 2348716.54 frames. utt_duration=1220 frames, utt_pad_proportion=0.07129, over 7709.03 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3159, pruned_loss=0.08105, over 2474626.79 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06953, over 21147.44 utterances.], batch size: 116, lr: 3.71e-04
2022-08-26 20:47:54,366 INFO [train.py:927] (5/8) Epoch 10, batch 6250, giga_loss[loss=0.2425, simple_loss=0.3198, pruned_loss=0.08263, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3147, pruned_loss=0.07968, over 2474567.59 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06582, over 19257.28 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05827, over 2352199.76 frames. utt_duration=1229 frames, utt_pad_proportion=0.06974, over 7665.39 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3176, pruned_loss=0.08233, over 2475068.79 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06509, over 20794.61 utterances.], batch size: 85, lr: 3.71e-04
2022-08-26 20:49:40,926 INFO [train.py:927] (5/8) Epoch 10, batch 6300, giga_loss[loss=0.2418, simple_loss=0.3037, pruned_loss=0.08992, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0282, over 48.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3166, pruned_loss=0.07987, over 2475193.86 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06648, over 19949.10 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05821, over 2355355.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.06831, over 7649.84 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3192, pruned_loss=0.08253, over 2475497.10 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06632, over 21463.33 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 20:51:25,716 INFO [train.py:927] (5/8) Epoch 10, batch 6350, giga_loss[loss=0.2354, simple_loss=0.3105, pruned_loss=0.08013, over 12345.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3182, pruned_loss=0.0818, over 2475351.19 frames. utt_duration=472 frames, utt_pad_proportion=0.06804, over 21041.95 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05807, over 2356770.56 frames. utt_duration=1238 frames, utt_pad_proportion=0.0676, over 7626.18 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3209, pruned_loss=0.08433, over 2475929.31 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06804, over 22434.54 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 20:53:13,043 INFO [train.py:927] (5/8) Epoch 10, batch 6400, giga_loss[loss=0.1924, simple_loss=0.2849, pruned_loss=0.04992, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3171, pruned_loss=0.08156, over 2475111.99 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06768, over 21240.52 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05804, over 2358281.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.06679, over 7610.87 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3197, pruned_loss=0.08387, over 2475778.66 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06794, over 22521.93 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 20:54:57,411 INFO [train.py:927] (5/8) Epoch 10, batch 6450, giga_loss[loss=0.2475, simple_loss=0.3225, pruned_loss=0.08627, over 12371.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08205, over 2475262.54 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06722, over 21197.56 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.293, pruned_loss=0.0581, over 2360027.03 frames. utt_duration=1242 frames, utt_pad_proportion=0.06599, over 7609.76 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3192, pruned_loss=0.08413, over 2475778.51 frames. utt_duration=443.7 frames, utt_pad_proportion=0.06771, over 22390.86 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 20:56:41,956 INFO [train.py:927] (5/8) Epoch 10, batch 6500, giga_loss[loss=0.2133, simple_loss=0.3022, pruned_loss=0.06219, over 12399.00 frames. utt_duration=710 frames, utt_pad_proportion=0.026, over 70.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08339, over 2475547.54 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07259, over 21473.30 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05808, over 2362292.48 frames. utt_duration=1240 frames, utt_pad_proportion=0.06572, over 7629.64 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3199, pruned_loss=0.08546, over 2475964.63 frames. utt_duration=439 frames, utt_pad_proportion=0.0728, over 22637.90 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 20:58:24,819 INFO [train.py:927] (5/8) Epoch 10, batch 6550, giga_loss[loss=0.2532, simple_loss=0.3235, pruned_loss=0.0914, over 12339.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03013, over 91.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.08436, over 2475366.96 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07448, over 21954.66 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05811, over 2364216.82 frames. utt_duration=1245 frames, utt_pad_proportion=0.06473, over 7607.29 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3208, pruned_loss=0.08648, over 2476005.59 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07491, over 23174.10 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 21:00:09,539 INFO [train.py:927] (5/8) Epoch 10, batch 6600, giga_loss[loss=0.2642, simple_loss=0.336, pruned_loss=0.09618, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04136, over 146.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3183, pruned_loss=0.08437, over 2474926.84 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07283, over 21410.01 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2929, pruned_loss=0.058, over 2366518.81 frames. utt_duration=1250 frames, utt_pad_proportion=0.06378, over 7582.38 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3207, pruned_loss=0.08663, over 2475336.59 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07364, over 22667.20 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 21:01:53,924 INFO [train.py:927] (5/8) Epoch 10, batch 6650, giga_loss[loss=0.2804, simple_loss=0.3464, pruned_loss=0.1072, over 12442.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04752, over 162.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3182, pruned_loss=0.08399, over 2475283.71 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07468, over 21715.45 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05794, over 2370746.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.06313, over 7596.28 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3213, pruned_loss=0.08685, over 2475671.79 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07554, over 23241.63 utterances.], batch size: 162, lr: 3.70e-04
2022-08-26 21:03:40,798 INFO [train.py:927] (5/8) Epoch 10, batch 6700, giga_loss[loss=0.2462, simple_loss=0.3239, pruned_loss=0.08419, over 12373.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3196, pruned_loss=0.08498, over 2474982.51 frames. utt_duration=460.7 frames, utt_pad_proportion=0.0698, over 21557.94 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05787, over 2371624.50 frames. utt_duration=1252 frames, utt_pad_proportion=0.06266, over 7584.36 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3223, pruned_loss=0.08751, over 2475418.79 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07092, over 22889.83 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 21:05:25,586 INFO [train.py:927] (5/8) Epoch 10, batch 6750, giga_loss[loss=0.2545, simple_loss=0.3229, pruned_loss=0.09306, over 12341.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03258, over 85.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3208, pruned_loss=0.08581, over 2473794.08 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07582, over 21960.77 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05797, over 2374378.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.0609, over 7562.13 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3237, pruned_loss=0.08857, over 2474841.35 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07686, over 23462.68 utterances.], batch size: 85, lr: 3.70e-04
2022-08-26 21:07:05,898 INFO [train.py:927] (5/8) Epoch 10, batch 6800, libri_loss[loss=0.2198, simple_loss=0.2989, pruned_loss=0.07041, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0135, over 40.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.321, pruned_loss=0.08542, over 2473583.04 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07276, over 21297.60 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05817, over 2377321.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05969, over 7579.19 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.0882, over 2474405.44 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07431, over 22866.44 utterances.], batch size: 40, lr: 3.70e-04
2022-08-26 21:08:45,179 INFO [train.py:927] (5/8) Epoch 10, batch 6850, giga_loss[loss=0.2174, simple_loss=0.3008, pruned_loss=0.06701, over 12402.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.042, over 37.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3201, pruned_loss=0.08489, over 2473649.62 frames. utt_duration=459 frames, utt_pad_proportion=0.07377, over 21624.22 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05808, over 2379171.30 frames. utt_duration=1261 frames, utt_pad_proportion=0.05856, over 7554.00 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3229, pruned_loss=0.08782, over 2474816.63 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07539, over 23240.44 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 21:10:28,883 INFO [train.py:927] (5/8) Epoch 10, batch 6900, giga_loss[loss=0.2785, simple_loss=0.3469, pruned_loss=0.1051, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04158, over 113.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3207, pruned_loss=0.08465, over 2473991.75 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06871, over 21148.80 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05805, over 2381233.80 frames. utt_duration=1265 frames, utt_pad_proportion=0.05766, over 7538.01 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3235, pruned_loss=0.0875, over 2474745.03 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07068, over 22699.25 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 21:12:10,939 INFO [train.py:927] (5/8) Epoch 10, batch 6950, giga_loss[loss=0.2775, simple_loss=0.3491, pruned_loss=0.1029, over 12429.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03871, over 105.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3214, pruned_loss=0.0865, over 2474305.16 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07273, over 21874.49 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05816, over 2383976.77 frames. utt_duration=1263 frames, utt_pad_proportion=0.05709, over 7559.64 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3243, pruned_loss=0.08941, over 2474927.97 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07424, over 23459.14 utterances.], batch size: 105, lr: 3.70e-04
2022-08-26 21:13:55,560 INFO [train.py:927] (5/8) Epoch 10, batch 7000, giga_loss[loss=0.2291, simple_loss=0.3156, pruned_loss=0.07127, over 12290.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04708, over 26.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.08691, over 2473735.59 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07157, over 21942.65 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.0581, over 2385905.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05635, over 7565.66 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.08988, over 2474489.25 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07315, over 23507.97 utterances.], batch size: 26, lr: 3.70e-04
2022-08-26 21:15:37,658 INFO [train.py:927] (5/8) Epoch 10, batch 7050, giga_loss[loss=0.2463, simple_loss=0.328, pruned_loss=0.0823, over 12438.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3219, pruned_loss=0.08708, over 2473961.80 frames. utt_duration=442 frames, utt_pad_proportion=0.0767, over 22462.06 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05797, over 2387215.42 frames. utt_duration=1267 frames, utt_pad_proportion=0.05551, over 7543.46 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.325, pruned_loss=0.09004, over 2474941.01 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07795, over 23973.30 utterances.], batch size: 134, lr: 3.70e-04
2022-08-26 21:17:19,883 INFO [train.py:927] (5/8) Epoch 10, batch 7100, giga_loss[loss=0.2305, simple_loss=0.3129, pruned_loss=0.07407, over 12417.00 frames. utt_duration=405 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3216, pruned_loss=0.08603, over 2474979.89 frames. utt_duration=448 frames, utt_pad_proportion=0.07316, over 22171.76 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05791, over 2388001.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05508, over 7536.03 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3244, pruned_loss=0.08866, over 2475816.01 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07452, over 23498.93 utterances.], batch size: 123, lr: 3.70e-04
2022-08-26 21:19:01,852 INFO [train.py:927] (5/8) Epoch 10, batch 7150, giga_loss[loss=0.2683, simple_loss=0.3347, pruned_loss=0.101, over 12408.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.321, pruned_loss=0.08532, over 2474539.49 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0765, over 22180.05 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05788, over 2391099.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05845, over 7609.30 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3241, pruned_loss=0.08847, over 2475485.99 frames. utt_duration=419 frames, utt_pad_proportion=0.07667, over 23718.02 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 21:20:43,088 INFO [train.py:927] (5/8) Epoch 10, batch 7200, giga_loss[loss=0.2171, simple_loss=0.293, pruned_loss=0.07055, over 12349.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03265, over 58.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3169, pruned_loss=0.08343, over 2474784.32 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07452, over 21477.54 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2925, pruned_loss=0.05776, over 2392790.54 frames. utt_duration=1262 frames, utt_pad_proportion=0.05757, over 7590.26 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3201, pruned_loss=0.08652, over 2475513.98 frames. utt_duration=432.6 frames, utt_pad_proportion=0.0751, over 22969.46 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 21:22:25,987 INFO [train.py:927] (5/8) Epoch 10, batch 7250, giga_loss[loss=0.2537, simple_loss=0.3202, pruned_loss=0.09367, over 12443.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03541, over 105.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3126, pruned_loss=0.08105, over 2474176.33 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07278, over 20476.43 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2916, pruned_loss=0.05736, over 2394980.22 frames. utt_duration=1272 frames, utt_pad_proportion=0.0562, over 7537.42 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3167, pruned_loss=0.08468, over 2475320.60 frames. utt_duration=448.2 frames, utt_pad_proportion=0.074, over 22163.25 utterances.], batch size: 105, lr: 3.70e-04
2022-08-26 21:24:10,760 INFO [train.py:927] (5/8) Epoch 10, batch 7300, giga_loss[loss=0.232, simple_loss=0.3229, pruned_loss=0.07053, over 12395.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03369, over 80.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3133, pruned_loss=0.08136, over 2473899.50 frames. utt_duration=465 frames, utt_pad_proportion=0.0769, over 21347.54 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2915, pruned_loss=0.05742, over 2396180.80 frames. utt_duration=1275 frames, utt_pad_proportion=0.05569, over 7526.46 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3169, pruned_loss=0.0845, over 2474775.85 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07781, over 22867.30 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 21:25:49,612 INFO [train.py:927] (5/8) Epoch 10, batch 7350, giga_loss[loss=0.1922, simple_loss=0.2857, pruned_loss=0.04933, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0262, over 66.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3124, pruned_loss=0.07788, over 2473808.68 frames. utt_duration=461.8 frames, utt_pad_proportion=0.0752, over 21495.68 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2923, pruned_loss=0.05766, over 2399811.79 frames. utt_duration=1277 frames, utt_pad_proportion=0.05361, over 7527.21 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3157, pruned_loss=0.08135, over 2475017.17 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07702, over 23443.11 utterances.], batch size: 66, lr: 3.70e-04
2022-08-26 21:27:31,483 INFO [train.py:927] (5/8) Epoch 10, batch 7400, giga_loss[loss=0.2229, simple_loss=0.3019, pruned_loss=0.07192, over 12470.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03276, over 86.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07479, over 2474027.05 frames. utt_duration=432 frames, utt_pad_proportion=0.08097, over 22983.63 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.05741, over 2401961.40 frames. utt_duration=1284 frames, utt_pad_proportion=0.05244, over 7493.83 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3128, pruned_loss=0.07829, over 2475034.88 frames. utt_duration=398 frames, utt_pad_proportion=0.0824, over 24966.03 utterances.], batch size: 86, lr: 3.70e-04
2022-08-26 21:29:15,750 INFO [train.py:927] (5/8) Epoch 10, batch 7450, giga_loss[loss=0.2215, simple_loss=0.3157, pruned_loss=0.06367, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.307, pruned_loss=0.07162, over 2473561.03 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08249, over 23509.60 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.0574, over 2404043.28 frames. utt_duration=1288 frames, utt_pad_proportion=0.05115, over 7473.76 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3104, pruned_loss=0.07495, over 2474737.79 frames. utt_duration=387.3 frames, utt_pad_proportion=0.08412, over 25652.95 utterances.], batch size: 97, lr: 3.70e-04
2022-08-26 21:30:55,491 INFO [train.py:927] (5/8) Epoch 10, batch 7500, giga_loss[loss=0.264, simple_loss=0.3348, pruned_loss=0.09657, over 12411.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3079, pruned_loss=0.0717, over 2474425.79 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08205, over 24219.07 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.05743, over 2406180.39 frames. utt_duration=1280 frames, utt_pad_proportion=0.0545, over 7529.40 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3111, pruned_loss=0.07473, over 2475278.26 frames. utt_duration=377.6 frames, utt_pad_proportion=0.08271, over 26324.81 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 21:32:35,848 INFO [train.py:927] (5/8) Epoch 10, batch 7550, giga_loss[loss=0.2095, simple_loss=0.2974, pruned_loss=0.06081, over 12361.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0471, over 146.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3055, pruned_loss=0.06955, over 2474420.43 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07983, over 24126.19 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2918, pruned_loss=0.05748, over 2408089.15 frames. utt_duration=1279 frames, utt_pad_proportion=0.05401, over 7541.20 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3084, pruned_loss=0.07228, over 2475221.69 frames. utt_duration=378.3 frames, utt_pad_proportion=0.08088, over 26270.54 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 21:34:18,381 INFO [train.py:927] (5/8) Epoch 10, batch 7600, giga_loss[loss=0.2095, simple_loss=0.2998, pruned_loss=0.05958, over 12452.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3048, pruned_loss=0.06838, over 2475294.02 frames. utt_duration=422.3 frames, utt_pad_proportion=0.07447, over 23527.52 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2918, pruned_loss=0.05747, over 2408877.12 frames. utt_duration=1280 frames, utt_pad_proportion=0.05358, over 7535.79 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3072, pruned_loss=0.07065, over 2475820.73 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07586, over 25364.33 utterances.], batch size: 105, lr: 3.70e-04
2022-08-26 21:35:58,623 INFO [train.py:927] (5/8) Epoch 10, batch 7650, giga_loss[loss=0.1907, simple_loss=0.2833, pruned_loss=0.04907, over 12355.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3017, pruned_loss=0.06571, over 2475703.55 frames. utt_duration=422.7 frames, utt_pad_proportion=0.0717, over 23507.95 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2918, pruned_loss=0.05723, over 2410997.90 frames. utt_duration=1281 frames, utt_pad_proportion=0.05293, over 7538.84 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3041, pruned_loss=0.06805, over 2476286.65 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07333, over 25479.67 utterances.], batch size: 85, lr: 3.70e-04
2022-08-26 21:37:44,123 INFO [train.py:927] (5/8) Epoch 10, batch 7700, giga_loss[loss=0.2302, simple_loss=0.2962, pruned_loss=0.08206, over 12369.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2984, pruned_loss=0.06423, over 2475427.24 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07333, over 24241.44 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2919, pruned_loss=0.05739, over 2411714.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.0523, over 7527.80 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3003, pruned_loss=0.06605, over 2476088.85 frames. utt_duration=382 frames, utt_pad_proportion=0.07472, over 26022.95 utterances.], batch size: 364, lr: 3.69e-04
2022-08-26 21:39:26,744 INFO [train.py:927] (5/8) Epoch 10, batch 7750, libri_loss[loss=0.1974, simple_loss=0.2927, pruned_loss=0.05105, over 12312.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005246, over 35.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2971, pruned_loss=0.06384, over 2475549.13 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07657, over 24732.08 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.05753, over 2414149.85 frames. utt_duration=1286 frames, utt_pad_proportion=0.05108, over 7517.81 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2987, pruned_loss=0.06542, over 2476159.86 frames. utt_duration=370.9 frames, utt_pad_proportion=0.078, over 26809.29 utterances.], batch size: 35, lr: 3.69e-04
2022-08-26 21:41:25,209 INFO [train.py:927] (5/8) Epoch 10, batch 7800, giga_loss[loss=0.2346, simple_loss=0.318, pruned_loss=0.07566, over 12331.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03128, over 91.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2989, pruned_loss=0.06389, over 2476109.19 frames. utt_duration=394 frames, utt_pad_proportion=0.07324, over 25232.27 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2919, pruned_loss=0.05745, over 2414995.10 frames. utt_duration=1288 frames, utt_pad_proportion=0.05072, over 7511.01 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3004, pruned_loss=0.06529, over 2476662.26 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07474, over 27117.43 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 21:43:30,372 INFO [train.py:927] (5/8) Epoch 10, batch 7850, giga_loss[loss=0.2039, simple_loss=0.2867, pruned_loss=0.06054, over 12289.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.03669, over 51.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2983, pruned_loss=0.06323, over 2475842.92 frames. utt_duration=391 frames, utt_pad_proportion=0.07268, over 25418.58 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.292, pruned_loss=0.05765, over 2415709.60 frames. utt_duration=1277 frames, utt_pad_proportion=0.05479, over 7577.56 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2994, pruned_loss=0.06425, over 2476470.97 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07303, over 27102.75 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 21:45:29,671 INFO [train.py:927] (5/8) Epoch 10, batch 7900, giga_loss[loss=0.1952, simple_loss=0.2875, pruned_loss=0.05148, over 12298.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03457, over 51.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2974, pruned_loss=0.06148, over 2476559.74 frames. utt_duration=403 frames, utt_pad_proportion=0.06928, over 24662.20 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05781, over 2417766.40 frames. utt_duration=1272 frames, utt_pad_proportion=0.05451, over 7612.18 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.298, pruned_loss=0.06229, over 2476831.68 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06997, over 26439.10 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 21:47:34,762 INFO [train.py:927] (5/8) Epoch 10, batch 7950, giga_loss[loss=0.1996, simple_loss=0.2787, pruned_loss=0.06025, over 12458.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.0424, over 161.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2944, pruned_loss=0.06042, over 2476669.84 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06729, over 24593.49 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2925, pruned_loss=0.05781, over 2418607.15 frames. utt_duration=1262 frames, utt_pad_proportion=0.05806, over 7672.14 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.295, pruned_loss=0.0611, over 2477147.55 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06705, over 26241.56 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 21:49:26,116 INFO [train.py:927] (5/8) Epoch 10, batch 8000, giga_loss[loss=0.1843, simple_loss=0.2767, pruned_loss=0.04598, over 12390.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05496, over 181.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2941, pruned_loss=0.05989, over 2476989.34 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06741, over 24556.54 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05795, over 2419912.52 frames. utt_duration=1261 frames, utt_pad_proportion=0.05733, over 7686.05 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2941, pruned_loss=0.06036, over 2477521.09 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06748, over 26242.52 utterances.], batch size: 181, lr: 3.69e-04
2022-08-26 21:51:41,767 INFO [train.py:927] (5/8) Epoch 10, batch 8050, giga_loss[loss=0.1941, simple_loss=0.2783, pruned_loss=0.05492, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07514, over 212.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2956, pruned_loss=0.05994, over 2477426.92 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06915, over 25180.79 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05819, over 2421468.25 frames. utt_duration=1245 frames, utt_pad_proportion=0.06206, over 7790.78 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2952, pruned_loss=0.06015, over 2477725.79 frames. utt_duration=371 frames, utt_pad_proportion=0.06798, over 26809.66 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 21:53:41,954 INFO [train.py:927] (5/8) Epoch 10, batch 8100, giga_loss[loss=0.2227, simple_loss=0.3078, pruned_loss=0.06879, over 12469.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.02712, over 80.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2944, pruned_loss=0.05968, over 2477296.58 frames. utt_duration=392.5 frames, utt_pad_proportion=0.07008, over 25327.15 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2934, pruned_loss=0.05814, over 2422081.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.0611, over 7770.16 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2942, pruned_loss=0.05991, over 2477991.00 frames. utt_duration=369 frames, utt_pad_proportion=0.06941, over 26951.28 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 21:55:43,270 INFO [train.py:927] (5/8) Epoch 10, batch 8150, giga_loss[loss=0.229, simple_loss=0.3218, pruned_loss=0.06803, over 12357.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2954, pruned_loss=0.05877, over 2477757.54 frames. utt_duration=388 frames, utt_pad_proportion=0.07162, over 25622.88 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05822, over 2423318.32 frames. utt_duration=1249 frames, utt_pad_proportion=0.06003, over 7769.82 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2954, pruned_loss=0.0589, over 2478448.55 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07135, over 27322.86 utterances.], batch size: 97, lr: 3.69e-04
2022-08-26 21:57:51,270 INFO [train.py:927] (5/8) Epoch 10, batch 8200, giga_loss[loss=0.1935, simple_loss=0.2873, pruned_loss=0.04985, over 12358.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02804, over 91.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.296, pruned_loss=0.05789, over 2477656.07 frames. utt_duration=386 frames, utt_pad_proportion=0.0718, over 25757.32 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2934, pruned_loss=0.05817, over 2423461.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05997, over 7757.97 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2958, pruned_loss=0.05804, over 2478316.41 frames. utt_duration=365.9 frames, utt_pad_proportion=0.0716, over 27181.47 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 21:59:53,777 INFO [train.py:927] (5/8) Epoch 10, batch 8250, giga_loss[loss=0.2072, simple_loss=0.2962, pruned_loss=0.05909, over 12420.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2963, pruned_loss=0.0584, over 2477649.74 frames. utt_duration=381.6 frames, utt_pad_proportion=0.07387, over 26052.96 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.05808, over 2424316.42 frames. utt_duration=1251 frames, utt_pad_proportion=0.05971, over 7759.59 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.0586, over 2478375.76 frames. utt_duration=361.5 frames, utt_pad_proportion=0.07376, over 27519.07 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 22:02:25,611 INFO [train.py:927] (5/8) Epoch 10, batch 8300, giga_loss[loss=0.1822, simple_loss=0.2812, pruned_loss=0.0416, over 12343.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03372, over 62.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2968, pruned_loss=0.05915, over 2477934.85 frames. utt_duration=394 frames, utt_pad_proportion=0.06847, over 25232.22 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05807, over 2425374.37 frames. utt_duration=1251 frames, utt_pad_proportion=0.05902, over 7764.75 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2968, pruned_loss=0.05933, over 2478740.05 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06893, over 26785.77 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 22:04:35,166 INFO [train.py:927] (5/8) Epoch 10, batch 8350, giga_loss[loss=0.2099, simple_loss=0.2959, pruned_loss=0.06194, over 12420.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06583, over 212.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2939, pruned_loss=0.05781, over 2478159.24 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06549, over 24703.78 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05795, over 2426653.32 frames. utt_duration=1255 frames, utt_pad_proportion=0.05772, over 7741.18 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2943, pruned_loss=0.05806, over 2479042.75 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06644, over 26436.44 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 22:06:41,079 INFO [train.py:927] (5/8) Epoch 10, batch 8400, giga_loss[loss=0.2522, simple_loss=0.3431, pruned_loss=0.08065, over 12436.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.03162, over 122.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2936, pruned_loss=0.05784, over 2478500.64 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06496, over 24195.06 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05798, over 2427655.75 frames. utt_duration=1244 frames, utt_pad_proportion=0.06138, over 7812.91 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2939, pruned_loss=0.05802, over 2479423.67 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0649, over 25878.76 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 22:08:47,083 INFO [train.py:927] (5/8) Epoch 10, batch 8450, giga_loss[loss=0.2246, simple_loss=0.3121, pruned_loss=0.06855, over 12374.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04297, over 133.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05835, over 2479068.05 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06352, over 24059.19 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05799, over 2428775.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.0607, over 7823.48 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05848, over 2479710.51 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06376, over 25676.67 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 22:10:55,899 INFO [train.py:927] (5/8) Epoch 10, batch 8500, giga_loss[loss=0.2151, simple_loss=0.2999, pruned_loss=0.06514, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05901, over 2479139.47 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06436, over 24672.53 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05816, over 2429360.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06, over 7821.13 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05898, over 2479796.62 frames. utt_duration=380 frames, utt_pad_proportion=0.06469, over 26184.54 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 22:13:13,617 INFO [train.py:927] (5/8) Epoch 10, batch 8550, giga_loss[loss=0.2081, simple_loss=0.2947, pruned_loss=0.06075, over 12431.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06263, over 183.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2953, pruned_loss=0.0589, over 2478909.74 frames. utt_duration=399 frames, utt_pad_proportion=0.06672, over 24926.71 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05829, over 2429877.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06286, over 7884.87 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2948, pruned_loss=0.05876, over 2479619.33 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06603, over 26280.85 utterances.], batch size: 183, lr: 3.69e-04
2022-08-26 22:15:26,974 INFO [train.py:927] (5/8) Epoch 10, batch 8600, giga_loss[loss=0.2046, simple_loss=0.2905, pruned_loss=0.05933, over 12441.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2928, pruned_loss=0.05835, over 2477987.67 frames. utt_duration=405 frames, utt_pad_proportion=0.0675, over 24545.90 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05824, over 2430127.69 frames. utt_duration=1238 frames, utt_pad_proportion=0.06217, over 7862.70 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2926, pruned_loss=0.05828, over 2478990.87 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06712, over 25873.32 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 22:17:24,332 INFO [train.py:927] (5/8) Epoch 10, batch 8650, giga_loss[loss=0.1843, simple_loss=0.2707, pruned_loss=0.04891, over 12382.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04201, over 133.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2897, pruned_loss=0.0573, over 2477590.43 frames. utt_duration=398 frames, utt_pad_proportion=0.0726, over 24974.90 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.0581, over 2431268.05 frames. utt_duration=1246 frames, utt_pad_proportion=0.06065, over 7811.35 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2895, pruned_loss=0.05737, over 2478820.71 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07241, over 26583.68 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 22:19:22,434 INFO [train.py:927] (5/8) Epoch 10, batch 8700, giga_loss[loss=0.2127, simple_loss=0.2973, pruned_loss=0.06402, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03443, over 113.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2896, pruned_loss=0.05752, over 2477095.15 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07648, over 25533.08 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2941, pruned_loss=0.05818, over 2432129.69 frames. utt_duration=1238 frames, utt_pad_proportion=0.06349, over 7869.27 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.289, pruned_loss=0.05747, over 2478321.01 frames. utt_duration=366.4 frames, utt_pad_proportion=0.0754, over 27143.07 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 22:21:34,585 INFO [train.py:927] (5/8) Epoch 10, batch 8750, giga_loss[loss=0.2017, simple_loss=0.288, pruned_loss=0.05776, over 12448.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05414, over 162.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2886, pruned_loss=0.05674, over 2476865.57 frames. utt_duration=395 frames, utt_pad_proportion=0.07357, over 25161.03 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2941, pruned_loss=0.0582, over 2432900.75 frames. utt_duration=1229 frames, utt_pad_proportion=0.06644, over 7927.23 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2881, pruned_loss=0.05668, over 2477947.13 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07223, over 26692.72 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 22:23:49,420 INFO [train.py:927] (5/8) Epoch 10, batch 8800, giga_loss[loss=0.1753, simple_loss=0.2741, pruned_loss=0.03823, over 12430.00 frames. utt_duration=276 frames, utt_pad_proportion=0.05155, over 181.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2877, pruned_loss=0.05645, over 2476926.15 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07285, over 24761.25 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2941, pruned_loss=0.05838, over 2434267.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.0655, over 7937.84 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.287, pruned_loss=0.05618, over 2478118.27 frames. utt_duration=374 frames, utt_pad_proportion=0.07214, over 26588.84 utterances.], batch size: 181, lr: 3.69e-04
2022-08-26 22:25:49,103 INFO [train.py:927] (5/8) Epoch 10, batch 8850, giga_loss[loss=0.2089, simple_loss=0.2885, pruned_loss=0.06464, over 12436.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02961, over 80.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2875, pruned_loss=0.05662, over 2477144.79 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06885, over 23960.79 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05831, over 2435157.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.06535, over 7943.90 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.287, pruned_loss=0.05645, over 2478060.92 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06856, over 25708.23 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 22:27:47,842 INFO [train.py:927] (5/8) Epoch 10, batch 8900, giga_loss[loss=0.2017, simple_loss=0.2943, pruned_loss=0.05451, over 12465.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03428, over 98.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2871, pruned_loss=0.05602, over 2477244.17 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06964, over 24457.60 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.294, pruned_loss=0.05835, over 2435795.50 frames. utt_duration=1229 frames, utt_pad_proportion=0.06422, over 7935.25 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2864, pruned_loss=0.05578, over 2478347.24 frames. utt_duration=379 frames, utt_pad_proportion=0.06974, over 26238.15 utterances.], batch size: 98, lr: 3.69e-04
2022-08-26 22:29:45,958 INFO [train.py:927] (5/8) Epoch 10, batch 8950, giga_loss[loss=0.2271, simple_loss=0.3125, pruned_loss=0.07086, over 12343.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.02978, over 85.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2893, pruned_loss=0.05624, over 2476818.87 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06976, over 24285.57 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2942, pruned_loss=0.05842, over 2436554.39 frames. utt_duration=1222 frames, utt_pad_proportion=0.06699, over 7988.15 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2884, pruned_loss=0.05592, over 2478284.85 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06918, over 26159.07 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 22:31:39,400 INFO [train.py:927] (5/8) Epoch 10, batch 9000, giga_loss[loss=0.2096, simple_loss=0.29, pruned_loss=0.06457, over 12368.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09548, over 255.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2905, pruned_loss=0.05669, over 2476475.27 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06523, over 23663.76 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.294, pruned_loss=0.05837, over 2437451.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06531, over 7955.05 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05642, over 2478097.36 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06554, over 25706.33 utterances.], batch size: 255, lr: 3.69e-04
2022-08-26 22:31:39,400 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 22:31:55,200 INFO [train.py:967] (5/8) 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 22:33:55,618 INFO [train.py:927] (5/8) Epoch 10, batch 9050, giga_loss[loss=0.1917, simple_loss=0.2813, pruned_loss=0.05105, over 12429.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03521, over 105.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2889, pruned_loss=0.05541, over 2477105.43 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06342, over 23391.92 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.0583, over 2438470.32 frames. utt_duration=1231 frames, utt_pad_proportion=0.06404, over 7935.35 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2882, pruned_loss=0.05521, over 2478352.34 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06417, over 25409.52 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 22:35:51,675 INFO [train.py:927] (5/8) Epoch 10, batch 9100, giga_loss[loss=0.1841, simple_loss=0.2747, pruned_loss=0.04671, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2873, pruned_loss=0.05513, over 2477108.29 frames. utt_duration=428 frames, utt_pad_proportion=0.06517, over 23214.05 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2939, pruned_loss=0.05819, over 2439199.71 frames. utt_duration=1230 frames, utt_pad_proportion=0.06375, over 7940.74 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2868, pruned_loss=0.05501, over 2478313.39 frames. utt_duration=395 frames, utt_pad_proportion=0.06576, over 25172.18 utterances.], batch size: 66, lr: 3.68e-04
2022-08-26 22:37:53,689 INFO [train.py:927] (5/8) Epoch 10, batch 9150, giga_loss[loss=0.1881, simple_loss=0.2679, pruned_loss=0.05419, over 12358.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1646, over 351.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2887, pruned_loss=0.05625, over 2477075.48 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06991, over 24422.10 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05816, over 2440418.38 frames. utt_duration=1234 frames, utt_pad_proportion=0.06219, over 7921.69 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2883, pruned_loss=0.05609, over 2478318.00 frames. utt_duration=374 frames, utt_pad_proportion=0.07046, over 26590.91 utterances.], batch size: 351, lr: 3.68e-04
2022-08-26 22:39:49,324 INFO [train.py:927] (5/8) Epoch 10, batch 9200, giga_loss[loss=0.2315, simple_loss=0.318, pruned_loss=0.07252, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03068, over 85.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.291, pruned_loss=0.05766, over 2477765.31 frames. utt_duration=418 frames, utt_pad_proportion=0.06551, over 23779.73 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2934, pruned_loss=0.05809, over 2441239.28 frames. utt_duration=1239 frames, utt_pad_proportion=0.06129, over 7890.46 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2909, pruned_loss=0.05757, over 2478665.75 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06654, over 25819.55 utterances.], batch size: 85, lr: 3.68e-04
2022-08-26 22:41:51,622 INFO [train.py:927] (5/8) Epoch 10, batch 9250, libri_loss[loss=0.1851, simple_loss=0.263, pruned_loss=0.05359, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009072, over 29.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05798, over 2478034.31 frames. utt_duration=422.4 frames, utt_pad_proportion=0.0657, over 23535.99 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05808, over 2441976.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.06115, over 7897.63 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05792, over 2478727.20 frames. utt_duration=391 frames, utt_pad_proportion=0.06656, over 25439.04 utterances.], batch size: 29, lr: 3.68e-04
2022-08-26 22:43:58,057 INFO [train.py:927] (5/8) Epoch 10, batch 9300, giga_loss[loss=0.191, simple_loss=0.2834, pruned_loss=0.04926, over 12329.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02938, over 66.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05707, over 2478039.54 frames. utt_duration=435.9 frames, utt_pad_proportion=0.06148, over 22801.23 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05789, over 2442517.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.06024, over 7871.89 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2916, pruned_loss=0.05719, over 2478761.15 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06275, over 24619.69 utterances.], batch size: 66, lr: 3.68e-04
2022-08-26 22:45:55,284 INFO [train.py:927] (5/8) Epoch 10, batch 9350, giga_loss[loss=0.2008, simple_loss=0.2863, pruned_loss=0.05772, over 12324.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03626, over 62.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2902, pruned_loss=0.05648, over 2478440.00 frames. utt_duration=429.6 frames, utt_pad_proportion=0.06325, over 23139.24 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05742, over 2443580.47 frames. utt_duration=1249 frames, utt_pad_proportion=0.05876, over 7834.84 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2909, pruned_loss=0.05697, over 2479346.46 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06463, over 25225.82 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 22:48:01,677 INFO [train.py:927] (5/8) Epoch 10, batch 9400, giga_loss[loss=0.2052, simple_loss=0.2951, pruned_loss=0.05767, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03075, over 91.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2886, pruned_loss=0.05591, over 2478517.47 frames. utt_duration=440.6 frames, utt_pad_proportion=0.06065, over 22563.23 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05746, over 2443832.45 frames. utt_duration=1239 frames, utt_pad_proportion=0.06252, over 7900.54 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2892, pruned_loss=0.05625, over 2479322.06 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06078, over 24282.56 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 22:50:03,095 INFO [train.py:927] (5/8) Epoch 10, batch 9450, giga_loss[loss=0.2191, simple_loss=0.3172, pruned_loss=0.06054, over 12338.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.0311, over 51.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2887, pruned_loss=0.05526, over 2478321.74 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06226, over 23030.14 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.05747, over 2444467.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.06622, over 7965.74 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.289, pruned_loss=0.05547, over 2479000.67 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06116, over 24579.99 utterances.], batch size: 51, lr: 3.68e-04
2022-08-26 22:51:52,848 INFO [train.py:927] (5/8) Epoch 10, batch 9500, giga_loss[loss=0.1929, simple_loss=0.2903, pruned_loss=0.04772, over 12409.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02836, over 58.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2919, pruned_loss=0.05498, over 2478382.02 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06242, over 23386.53 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.294, pruned_loss=0.05758, over 2445295.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.06448, over 7942.34 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2906, pruned_loss=0.05498, over 2479216.00 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25108.45 utterances.], batch size: 58, lr: 3.68e-04
2022-08-26 22:54:01,162 INFO [train.py:927] (5/8) Epoch 10, batch 9550, giga_loss[loss=0.1916, simple_loss=0.2949, pruned_loss=0.0442, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03711, over 113.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2919, pruned_loss=0.05505, over 2478481.79 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06183, over 23424.21 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2938, pruned_loss=0.05739, over 2445945.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.06356, over 7928.55 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2911, pruned_loss=0.05518, over 2479149.36 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06181, over 25080.28 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 22:56:12,327 INFO [train.py:927] (5/8) Epoch 10, batch 9600, giga_loss[loss=0.2111, simple_loss=0.2971, pruned_loss=0.06259, over 12385.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05072, over 34.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2916, pruned_loss=0.0549, over 2477678.50 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06163, over 23138.00 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.05705, over 2446296.15 frames. utt_duration=1240 frames, utt_pad_proportion=0.06228, over 7900.52 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2913, pruned_loss=0.05522, over 2478907.88 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06197, over 24976.97 utterances.], batch size: 34, lr: 3.68e-04
2022-08-26 22:58:24,208 INFO [train.py:927] (5/8) Epoch 10, batch 9650, giga_loss[loss=0.2029, simple_loss=0.2849, pruned_loss=0.06041, over 12355.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.172, over 354.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2931, pruned_loss=0.056, over 2477435.46 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06545, over 23418.85 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2934, pruned_loss=0.05729, over 2447096.92 frames. utt_duration=1232 frames, utt_pad_proportion=0.06484, over 7953.47 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2927, pruned_loss=0.05599, over 2478526.75 frames. utt_duration=394 frames, utt_pad_proportion=0.06464, over 25239.55 utterances.], batch size: 354, lr: 3.68e-04
2022-08-26 23:00:42,458 INFO [train.py:927] (5/8) Epoch 10, batch 9700, giga_loss[loss=0.2079, simple_loss=0.2971, pruned_loss=0.05931, over 12453.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04392, over 134.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2943, pruned_loss=0.05658, over 2477892.77 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06553, over 23430.71 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.05727, over 2447279.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.0644, over 7935.96 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2941, pruned_loss=0.05658, over 2478864.78 frames. utt_duration=397.6 frames, utt_pad_proportion=0.065, over 25011.49 utterances.], batch size: 134, lr: 3.68e-04
2022-08-26 23:02:57,367 INFO [train.py:927] (5/8) Epoch 10, batch 9750, giga_loss[loss=0.1774, simple_loss=0.2736, pruned_loss=0.04054, over 12281.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02683, over 54.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2924, pruned_loss=0.05588, over 2477853.48 frames. utt_duration=434 frames, utt_pad_proportion=0.06328, over 22897.73 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.0572, over 2447813.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.06349, over 7905.66 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2927, pruned_loss=0.05589, over 2479231.87 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06326, over 24734.45 utterances.], batch size: 54, lr: 3.68e-04
2022-08-26 23:04:57,874 INFO [train.py:927] (5/8) Epoch 10, batch 9800, giga_loss[loss=0.1901, simple_loss=0.2864, pruned_loss=0.04689, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05736, over 182.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.292, pruned_loss=0.05568, over 2477682.36 frames. utt_duration=439.1 frames, utt_pad_proportion=0.06306, over 22629.30 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.293, pruned_loss=0.0575, over 2448781.93 frames. utt_duration=1241 frames, utt_pad_proportion=0.06248, over 7904.31 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2919, pruned_loss=0.05535, over 2478854.62 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06333, over 24585.95 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 23:06:52,485 INFO [train.py:927] (5/8) Epoch 10, batch 9850, giga_loss[loss=0.2096, simple_loss=0.3035, pruned_loss=0.05787, over 12442.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03419, over 105.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2941, pruned_loss=0.0569, over 2476803.74 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06713, over 23641.21 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05766, over 2448919.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.06129, over 7883.87 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2938, pruned_loss=0.05646, over 2478236.47 frames. utt_duration=389.2 frames, utt_pad_proportion=0.0674, over 25548.25 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 23:08:41,315 INFO [train.py:927] (5/8) Epoch 10, batch 9900, giga_loss[loss=0.2011, simple_loss=0.2893, pruned_loss=0.05641, over 12388.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0355, over 113.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.292, pruned_loss=0.05579, over 2477629.00 frames. utt_duration=422 frames, utt_pad_proportion=0.0633, over 23551.65 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2932, pruned_loss=0.05755, over 2449552.84 frames. utt_duration=1244 frames, utt_pad_proportion=0.06088, over 7887.52 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2919, pruned_loss=0.05551, over 2478835.32 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06394, over 25421.95 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 23:10:32,118 INFO [train.py:927] (5/8) Epoch 10, batch 9950, giga_loss[loss=0.262, simple_loss=0.3358, pruned_loss=0.0941, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07504, over 212.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2941, pruned_loss=0.05736, over 2477687.55 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06567, over 24205.64 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2933, pruned_loss=0.05737, over 2450121.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.06027, over 7860.36 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2938, pruned_loss=0.05729, over 2478504.59 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06622, over 25923.69 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 23:12:12,889 INFO [train.py:927] (5/8) Epoch 10, batch 10000, libri_loss[loss=0.2376, simple_loss=0.3138, pruned_loss=0.08068, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01271, over 40.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.3004, pruned_loss=0.06119, over 2476825.00 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06492, over 22845.63 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.0574, over 2450868.64 frames. utt_duration=1254 frames, utt_pad_proportion=0.05844, over 7826.60 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.3003, pruned_loss=0.06117, over 2477765.49 frames. utt_duration=400.4 frames, utt_pad_proportion=0.066, over 24832.01 utterances.], batch size: 40, lr: 3.68e-04
2022-08-26 23:13:55,137 INFO [train.py:927] (5/8) Epoch 10, batch 10050, giga_loss[loss=0.2, simple_loss=0.2804, pruned_loss=0.05977, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2987, pruned_loss=0.06138, over 2476088.30 frames. utt_duration=447 frames, utt_pad_proportion=0.06449, over 22224.11 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.0574, over 2451523.21 frames. utt_duration=1255 frames, utt_pad_proportion=0.05733, over 7820.86 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2993, pruned_loss=0.06152, over 2477159.03 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06576, over 24352.92 utterances.], batch size: 162, lr: 3.68e-04
2022-08-26 23:15:37,181 INFO [train.py:927] (5/8) Epoch 10, batch 10100, giga_loss[loss=0.1549, simple_loss=0.2304, pruned_loss=0.03972, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.02983, over 28.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2914, pruned_loss=0.05883, over 2475778.25 frames. utt_duration=476 frames, utt_pad_proportion=0.0613, over 20863.75 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2927, pruned_loss=0.05736, over 2451927.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.05629, over 7801.49 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2921, pruned_loss=0.05904, over 2476794.04 frames. utt_duration=434.5 frames, utt_pad_proportion=0.063, over 22873.41 utterances.], batch size: 28, lr: 3.68e-04
2022-08-26 23:17:19,884 INFO [train.py:927] (5/8) Epoch 10, batch 10150, giga_loss[loss=0.1833, simple_loss=0.2592, pruned_loss=0.05371, over 12457.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03828, over 114.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2845, pruned_loss=0.05669, over 2474980.83 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06302, over 20654.47 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05758, over 2452550.08 frames. utt_duration=1243 frames, utt_pad_proportion=0.06052, over 7901.65 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2846, pruned_loss=0.05669, over 2475859.43 frames. utt_duration=441.4 frames, utt_pad_proportion=0.06306, over 22506.95 utterances.], batch size: 114, lr: 3.68e-04
2022-08-26 23:19:03,630 INFO [train.py:927] (5/8) Epoch 10, batch 10200, giga_loss[loss=0.1642, simple_loss=0.24, pruned_loss=0.04423, over 12238.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.03025, over 39.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2789, pruned_loss=0.0546, over 2474592.08 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06078, over 19370.04 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05769, over 2453139.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.06304, over 7936.76 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2783, pruned_loss=0.05441, over 2475566.77 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06003, over 21273.93 utterances.], batch size: 39, lr: 3.68e-04
2022-08-26 23:20:46,036 INFO [train.py:927] (5/8) Epoch 10, batch 10250, giga_loss[loss=0.1853, simple_loss=0.2681, pruned_loss=0.05125, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03958, over 113.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2742, pruned_loss=0.05321, over 2474045.03 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06191, over 19240.82 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05774, over 2453613.91 frames. utt_duration=1243 frames, utt_pad_proportion=0.06162, over 7907.14 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2733, pruned_loss=0.05289, over 2474938.60 frames. utt_duration=470.4 frames, utt_pad_proportion=0.0617, over 21109.96 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 23:22:29,104 INFO [train.py:927] (5/8) Epoch 10, batch 10300, giga_loss[loss=0.1626, simple_loss=0.245, pruned_loss=0.04008, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02504, over 48.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2695, pruned_loss=0.05142, over 2474400.88 frames. utt_duration=537.5 frames, utt_pad_proportion=0.05922, over 18464.73 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.0578, over 2453735.79 frames. utt_duration=1241 frames, utt_pad_proportion=0.06139, over 7917.01 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2683, pruned_loss=0.05106, over 2475167.46 frames. utt_duration=495.9 frames, utt_pad_proportion=0.05933, over 20024.51 utterances.], batch size: 48, lr: 3.68e-04
2022-08-26 23:24:12,754 INFO [train.py:927] (5/8) Epoch 10, batch 10350, libri_loss[loss=0.1813, simple_loss=0.2586, pruned_loss=0.05201, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00847, over 30.00 utterances.], tot_loss[loss=0.1824, simple_loss=0.2652, pruned_loss=0.04985, over 2474458.90 frames. utt_duration=525.7 frames, utt_pad_proportion=0.0622, over 18878.80 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.0578, over 2454397.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.06063, over 7920.07 utterances.], giga_tot_loss[loss=0.1812, simple_loss=0.2637, pruned_loss=0.04941, over 2474963.30 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06236, over 20360.52 utterances.], batch size: 30, lr: 3.68e-04
2022-08-26 23:25:58,160 INFO [train.py:927] (5/8) Epoch 10, batch 10400, giga_loss[loss=0.1821, simple_loss=0.2592, pruned_loss=0.05249, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.1782, simple_loss=0.2605, pruned_loss=0.04791, over 2474455.09 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06059, over 18357.08 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2934, pruned_loss=0.05775, over 2454505.11 frames. utt_duration=1245 frames, utt_pad_proportion=0.05972, over 7892.84 utterances.], giga_tot_loss[loss=0.1769, simple_loss=0.2588, pruned_loss=0.04745, over 2475128.35 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06118, over 19758.99 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 23:27:41,347 INFO [train.py:927] (5/8) Epoch 10, batch 10450, giga_loss[loss=0.199, simple_loss=0.2761, pruned_loss=0.06094, over 12443.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03901, over 37.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2634, pruned_loss=0.04954, over 2474732.97 frames. utt_duration=527 frames, utt_pad_proportion=0.06367, over 18837.20 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05753, over 2454891.30 frames. utt_duration=1246 frames, utt_pad_proportion=0.05936, over 7890.51 utterances.], giga_tot_loss[loss=0.1799, simple_loss=0.2614, pruned_loss=0.04916, over 2475371.91 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06414, over 20214.23 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 23:29:22,148 INFO [train.py:927] (5/8) Epoch 10, batch 10500, giga_loss[loss=0.2414, simple_loss=0.3274, pruned_loss=0.07769, over 12369.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03533, over 122.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2765, pruned_loss=0.05582, over 2474596.90 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06757, over 19319.32 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.0579, over 2454981.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.06344, over 7961.65 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.274, pruned_loss=0.05512, over 2475188.05 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06626, over 20438.79 utterances.], batch size: 122, lr: 3.67e-04
2022-08-26 23:31:04,755 INFO [train.py:927] (5/8) Epoch 10, batch 10550, giga_loss[loss=0.1967, simple_loss=0.2944, pruned_loss=0.04948, over 12400.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02883, over 58.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2831, pruned_loss=0.05801, over 2474812.02 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06205, over 18562.17 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2943, pruned_loss=0.058, over 2455498.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.06241, over 7948.56 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2808, pruned_loss=0.05737, over 2475159.54 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06162, over 19660.19 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 23:32:46,541 INFO [train.py:927] (5/8) Epoch 10, batch 10600, libri_loss[loss=0.1838, simple_loss=0.2823, pruned_loss=0.04267, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006767, over 34.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2865, pruned_loss=0.05859, over 2475305.01 frames. utt_duration=550.7 frames, utt_pad_proportion=0.05956, over 18027.05 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2942, pruned_loss=0.05778, over 2456152.50 frames. utt_duration=1236 frames, utt_pad_proportion=0.06175, over 7956.19 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2843, pruned_loss=0.05828, over 2475602.50 frames. utt_duration=516.5 frames, utt_pad_proportion=0.05957, over 19225.82 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 23:34:30,729 INFO [train.py:927] (5/8) Epoch 10, batch 10650, giga_loss[loss=0.2287, simple_loss=0.3071, pruned_loss=0.07513, over 12449.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03312, over 86.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2908, pruned_loss=0.06138, over 2474929.24 frames. utt_duration=559 frames, utt_pad_proportion=0.05898, over 17755.51 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2939, pruned_loss=0.0578, over 2456258.16 frames. utt_duration=1240 frames, utt_pad_proportion=0.06109, over 7932.94 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2893, pruned_loss=0.06115, over 2475330.81 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05927, over 18863.76 utterances.], batch size: 86, lr: 3.67e-04
2022-08-26 23:36:15,702 INFO [train.py:927] (5/8) Epoch 10, batch 10700, giga_loss[loss=0.2429, simple_loss=0.3263, pruned_loss=0.07969, over 12370.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05295, over 161.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2955, pruned_loss=0.06297, over 2474792.94 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05865, over 17910.18 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.05789, over 2456295.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.06118, over 7952.70 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2942, pruned_loss=0.06277, over 2475323.87 frames. utt_duration=525.4 frames, utt_pad_proportion=0.05887, over 18900.24 utterances.], batch size: 161, lr: 3.67e-04
2022-08-26 23:38:05,093 INFO [train.py:927] (5/8) Epoch 10, batch 10750, giga_loss[loss=0.2158, simple_loss=0.3068, pruned_loss=0.06238, over 12340.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03364, over 97.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2983, pruned_loss=0.06334, over 2475100.46 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05831, over 17498.76 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05787, over 2456452.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06051, over 7932.49 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2973, pruned_loss=0.06326, over 2475614.47 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05874, over 18421.16 utterances.], batch size: 97, lr: 3.67e-04
2022-08-26 23:39:48,699 INFO [train.py:927] (5/8) Epoch 10, batch 10800, giga_loss[loss=0.2158, simple_loss=0.3081, pruned_loss=0.06181, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2999, pruned_loss=0.06316, over 2474119.82 frames. utt_duration=600.6 frames, utt_pad_proportion=0.05517, over 16518.95 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2946, pruned_loss=0.05819, over 2456532.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.05874, over 7902.03 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2988, pruned_loss=0.063, over 2475125.02 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05638, over 17626.69 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 23:41:32,298 INFO [train.py:927] (5/8) Epoch 10, batch 10850, giga_loss[loss=0.246, simple_loss=0.3255, pruned_loss=0.08318, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06269, over 2474524.21 frames. utt_duration=617 frames, utt_pad_proportion=0.05401, over 16082.16 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2943, pruned_loss=0.05787, over 2457579.49 frames. utt_duration=1251 frames, utt_pad_proportion=0.05721, over 7865.59 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2998, pruned_loss=0.06301, over 2475041.94 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05565, over 17307.48 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 23:43:16,468 INFO [train.py:927] (5/8) Epoch 10, batch 10900, giga_loss[loss=0.2825, simple_loss=0.3413, pruned_loss=0.1118, over 12375.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3028, pruned_loss=0.06534, over 2474200.95 frames. utt_duration=628.1 frames, utt_pad_proportion=0.05222, over 15793.65 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2943, pruned_loss=0.05779, over 2457880.11 frames. utt_duration=1251 frames, utt_pad_proportion=0.05642, over 7867.20 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3026, pruned_loss=0.06576, over 2474644.72 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05396, over 16908.06 utterances.], batch size: 212, lr: 3.67e-04
2022-08-26 23:45:00,804 INFO [train.py:927] (5/8) Epoch 10, batch 10950, giga_loss[loss=0.2373, simple_loss=0.3154, pruned_loss=0.07956, over 12402.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3026, pruned_loss=0.06646, over 2473353.98 frames. utt_duration=616 frames, utt_pad_proportion=0.05439, over 16101.11 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.294, pruned_loss=0.0577, over 2457918.36 frames. utt_duration=1257 frames, utt_pad_proportion=0.05542, over 7830.92 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3029, pruned_loss=0.06706, over 2474040.58 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05598, over 17193.41 utterances.], batch size: 183, lr: 3.67e-04
2022-08-26 23:46:45,356 INFO [train.py:927] (5/8) Epoch 10, batch 11000, giga_loss[loss=0.2244, simple_loss=0.3116, pruned_loss=0.06857, over 12386.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05919, over 182.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3006, pruned_loss=0.06595, over 2472385.91 frames. utt_duration=616.8 frames, utt_pad_proportion=0.05456, over 16072.21 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.05758, over 2457681.27 frames. utt_duration=1264 frames, utt_pad_proportion=0.05464, over 7789.54 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3015, pruned_loss=0.06673, over 2473486.74 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05611, over 17159.44 utterances.], batch size: 182, lr: 3.67e-04
2022-08-26 23:48:30,118 INFO [train.py:927] (5/8) Epoch 10, batch 11050, giga_loss[loss=0.2002, simple_loss=0.2842, pruned_loss=0.05809, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2995, pruned_loss=0.06561, over 2471934.38 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06238, over 17464.59 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2934, pruned_loss=0.05754, over 2457637.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05401, over 7773.75 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3004, pruned_loss=0.06637, over 2473038.38 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06339, over 18456.36 utterances.], batch size: 91, lr: 3.67e-04
2022-08-26 23:50:13,848 INFO [train.py:927] (5/8) Epoch 10, batch 11100, libri_loss[loss=0.2123, simple_loss=0.3056, pruned_loss=0.05954, over 12375.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.0396, over 46.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2958, pruned_loss=0.06393, over 2472162.62 frames. utt_duration=571 frames, utt_pad_proportion=0.06283, over 17362.77 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05744, over 2457761.98 frames. utt_duration=1270 frames, utt_pad_proportion=0.05301, over 7747.09 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2968, pruned_loss=0.06484, over 2473322.07 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06411, over 18454.66 utterances.], batch size: 46, lr: 3.67e-04
2022-08-26 23:52:00,382 INFO [train.py:927] (5/8) Epoch 10, batch 11150, libri_loss[loss=0.1813, simple_loss=0.2747, pruned_loss=0.044, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005242, over 32.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2912, pruned_loss=0.06183, over 2472892.68 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06741, over 18326.64 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05719, over 2457900.66 frames. utt_duration=1271 frames, utt_pad_proportion=0.05221, over 7746.26 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2924, pruned_loss=0.0629, over 2474048.85 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06858, over 19436.26 utterances.], batch size: 32, lr: 3.67e-04
2022-08-26 23:53:46,681 INFO [train.py:927] (5/8) Epoch 10, batch 11200, giga_loss[loss=0.1878, simple_loss=0.2677, pruned_loss=0.054, over 12324.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1899, over 362.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2919, pruned_loss=0.0622, over 2473709.28 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06667, over 18657.81 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.293, pruned_loss=0.05734, over 2458326.15 frames. utt_duration=1268 frames, utt_pad_proportion=0.05214, over 7764.66 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2925, pruned_loss=0.06303, over 2474605.66 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06774, over 19766.83 utterances.], batch size: 362, lr: 3.67e-04
2022-08-26 23:55:29,543 INFO [train.py:927] (5/8) Epoch 10, batch 11250, giga_loss[loss=0.1834, simple_loss=0.2711, pruned_loss=0.04778, over 12454.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03493, over 105.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2901, pruned_loss=0.06179, over 2472848.35 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06713, over 18944.80 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05727, over 2458297.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05206, over 7752.84 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2907, pruned_loss=0.06252, over 2473650.46 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06799, over 19879.71 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 23:57:14,037 INFO [train.py:927] (5/8) Epoch 10, batch 11300, giga_loss[loss=0.1785, simple_loss=0.2634, pruned_loss=0.04682, over 12369.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2866, pruned_loss=0.06026, over 2473310.31 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06154, over 17999.36 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2929, pruned_loss=0.05715, over 2458541.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05144, over 7720.08 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06101, over 2473993.67 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06281, over 18968.49 utterances.], batch size: 62, lr: 3.67e-04
2022-08-26 23:58:56,308 INFO [train.py:927] (5/8) Epoch 10, batch 11350, giga_loss[loss=0.1544, simple_loss=0.2349, pruned_loss=0.037, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04228, over 33.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2832, pruned_loss=0.05902, over 2472642.41 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06342, over 17787.64 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2926, pruned_loss=0.05711, over 2458442.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.0509, over 7710.27 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2836, pruned_loss=0.05968, over 2473489.81 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06463, over 18703.12 utterances.], batch size: 33, lr: 3.67e-04
2022-08-27 00:00:37,652 INFO [train.py:927] (5/8) Epoch 10, batch 11400, libri_loss[loss=0.1969, simple_loss=0.2827, pruned_loss=0.05555, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00547, over 34.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2808, pruned_loss=0.05847, over 2473421.30 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06146, over 17596.50 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.05729, over 2458644.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.05019, over 7704.02 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2807, pruned_loss=0.05887, over 2474187.96 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06288, over 18519.68 utterances.], batch size: 34, lr: 3.67e-04
2022-08-27 00:02:20,971 INFO [train.py:927] (5/8) Epoch 10, batch 11450, giga_loss[loss=0.1881, simple_loss=0.2631, pruned_loss=0.0566, over 12262.00 frames. utt_duration=963 frames, utt_pad_proportion=0.03988, over 51.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2798, pruned_loss=0.05841, over 2473161.19 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06055, over 17164.77 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2933, pruned_loss=0.0575, over 2459054.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.054, over 7804.89 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.279, pruned_loss=0.05858, over 2473796.23 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06049, over 18071.52 utterances.], batch size: 51, lr: 3.67e-04
2022-08-27 00:04:04,800 INFO [train.py:927] (5/8) Epoch 10, batch 11500, giga_loss[loss=0.2352, simple_loss=0.3153, pruned_loss=0.07758, over 12382.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06454, over 183.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2817, pruned_loss=0.06007, over 2472792.34 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06162, over 17601.85 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2934, pruned_loss=0.05754, over 2459139.10 frames. utt_duration=1261 frames, utt_pad_proportion=0.05385, over 7808.87 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.281, pruned_loss=0.06017, over 2473276.57 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06159, over 18347.33 utterances.], batch size: 183, lr: 3.67e-04
2022-08-27 00:05:51,035 INFO [train.py:927] (5/8) Epoch 10, batch 11550, giga_loss[loss=0.2305, simple_loss=0.3095, pruned_loss=0.07581, over 12341.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2861, pruned_loss=0.06243, over 2473089.30 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06274, over 17597.66 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2933, pruned_loss=0.05745, over 2459143.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.05349, over 7791.83 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2855, pruned_loss=0.06262, over 2473580.36 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06284, over 18283.76 utterances.], batch size: 97, lr: 3.67e-04
2022-08-27 00:07:35,909 INFO [train.py:927] (5/8) Epoch 10, batch 11600, giga_loss[loss=0.26, simple_loss=0.3585, pruned_loss=0.08076, over 12392.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.051, over 161.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2916, pruned_loss=0.06465, over 2473668.06 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06971, over 18197.58 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.05739, over 2459852.03 frames. utt_duration=1267 frames, utt_pad_proportion=0.05234, over 7775.19 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2909, pruned_loss=0.06508, over 2473864.83 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07022, over 19107.76 utterances.], batch size: 161, lr: 3.67e-04
2022-08-27 00:09:18,067 INFO [train.py:927] (5/8) Epoch 10, batch 11650, giga_loss[loss=0.2525, simple_loss=0.3325, pruned_loss=0.08624, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.0314, over 97.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2981, pruned_loss=0.0674, over 2473595.34 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06712, over 18449.68 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2937, pruned_loss=0.05752, over 2460130.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05296, over 7819.29 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2973, pruned_loss=0.0678, over 2473799.54 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06759, over 19369.54 utterances.], batch size: 97, lr: 3.67e-04
2022-08-27 00:11:01,638 INFO [train.py:927] (5/8) Epoch 10, batch 11700, libri_loss[loss=0.1919, simple_loss=0.2701, pruned_loss=0.05683, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007254, over 32.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2985, pruned_loss=0.06633, over 2474198.06 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06292, over 18383.92 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05763, over 2460592.80 frames. utt_duration=1263 frames, utt_pad_proportion=0.05237, over 7803.09 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2981, pruned_loss=0.06668, over 2474125.53 frames. utt_duration=515 frames, utt_pad_proportion=0.06374, over 19271.07 utterances.], batch size: 32, lr: 3.67e-04
2022-08-27 00:12:44,817 INFO [train.py:927] (5/8) Epoch 10, batch 11750, giga_loss[loss=0.1995, simple_loss=0.2881, pruned_loss=0.05546, over 12459.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04522, over 34.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2972, pruned_loss=0.06461, over 2474107.33 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06165, over 18589.61 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05749, over 2460465.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05206, over 7782.11 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2973, pruned_loss=0.06507, over 2474278.03 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06247, over 19395.49 utterances.], batch size: 34, lr: 3.66e-04
2022-08-27 00:14:29,582 INFO [train.py:927] (5/8) Epoch 10, batch 11800, giga_loss[loss=0.2471, simple_loss=0.3285, pruned_loss=0.08287, over 12361.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04047, over 145.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2995, pruned_loss=0.06577, over 2474575.86 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06311, over 18674.43 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05767, over 2460545.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05091, over 7767.93 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2996, pruned_loss=0.06616, over 2474981.48 frames. utt_duration=506.3 frames, utt_pad_proportion=0.0642, over 19612.14 utterances.], batch size: 145, lr: 3.66e-04
2022-08-27 00:16:14,687 INFO [train.py:927] (5/8) Epoch 10, batch 11850, giga_loss[loss=0.2574, simple_loss=0.3461, pruned_loss=0.08435, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02816, over 45.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3024, pruned_loss=0.06718, over 2473558.20 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05868, over 17857.22 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2939, pruned_loss=0.05769, over 2460604.17 frames. utt_duration=1274 frames, utt_pad_proportion=0.05038, over 7732.79 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.302, pruned_loss=0.06762, over 2474071.39 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06003, over 18816.05 utterances.], batch size: 45, lr: 3.66e-04
2022-08-27 00:18:01,138 INFO [train.py:927] (5/8) Epoch 10, batch 11900, giga_loss[loss=0.2689, simple_loss=0.3242, pruned_loss=0.1068, over 12403.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3033, pruned_loss=0.06846, over 2473604.30 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05641, over 17605.65 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05758, over 2460571.44 frames. utt_duration=1278 frames, utt_pad_proportion=0.04986, over 7709.92 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3035, pruned_loss=0.06905, over 2474216.59 frames. utt_duration=536 frames, utt_pad_proportion=0.05783, over 18516.65 utterances.], batch size: 258, lr: 3.66e-04
2022-08-27 00:19:45,673 INFO [train.py:927] (5/8) Epoch 10, batch 11950, giga_loss[loss=0.2306, simple_loss=0.3134, pruned_loss=0.07389, over 12383.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05934, over 182.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3044, pruned_loss=0.06853, over 2472996.67 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05732, over 17769.56 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05755, over 2460752.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.04914, over 7695.88 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3049, pruned_loss=0.06921, over 2473531.24 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05869, over 18679.00 utterances.], batch size: 182, lr: 3.66e-04
2022-08-27 00:21:30,651 INFO [train.py:927] (5/8) Epoch 10, batch 12000, giga_loss[loss=0.233, simple_loss=0.2982, pruned_loss=0.08389, over 12363.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3065, pruned_loss=0.06949, over 2473052.20 frames. utt_duration=555.1 frames, utt_pad_proportion=0.05838, over 17868.85 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.0576, over 2460906.43 frames. utt_duration=1280 frames, utt_pad_proportion=0.04894, over 7696.40 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3068, pruned_loss=0.07004, over 2473387.27 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0595, over 18623.54 utterances.], batch size: 368, lr: 3.66e-04
2022-08-27 00:21:30,653 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 00:21:44,600 INFO [train.py:967] (5/8) 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 00:23:26,899 INFO [train.py:927] (5/8) Epoch 10, batch 12050, giga_loss[loss=0.2187, simple_loss=0.2985, pruned_loss=0.06944, over 12400.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02587, over 70.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3058, pruned_loss=0.06954, over 2472937.98 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06156, over 18246.41 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2936, pruned_loss=0.05765, over 2461301.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.04956, over 7737.23 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3061, pruned_loss=0.07013, over 2473075.62 frames. utt_duration=522.4 frames, utt_pad_proportion=0.0622, over 18991.44 utterances.], batch size: 70, lr: 3.66e-04
2022-08-27 00:25:07,615 INFO [train.py:927] (5/8) Epoch 10, batch 12100, giga_loss[loss=0.2629, simple_loss=0.3312, pruned_loss=0.09726, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3048, pruned_loss=0.06929, over 2472728.20 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06074, over 17023.02 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2945, pruned_loss=0.05794, over 2461447.87 frames. utt_duration=1249 frames, utt_pad_proportion=0.05781, over 7889.84 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3043, pruned_loss=0.06963, over 2472856.89 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05788, over 17599.42 utterances.], batch size: 58, lr: 3.66e-04
2022-08-27 00:26:48,745 INFO [train.py:927] (5/8) Epoch 10, batch 12150, giga_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.05714, over 12382.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3042, pruned_loss=0.06845, over 2472384.45 frames. utt_duration=603.7 frames, utt_pad_proportion=0.05947, over 16421.66 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2943, pruned_loss=0.0578, over 2461363.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.05722, over 7863.60 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3041, pruned_loss=0.06899, over 2472666.48 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05741, over 17015.71 utterances.], batch size: 58, lr: 3.66e-04
2022-08-27 00:28:31,571 INFO [train.py:927] (5/8) Epoch 10, batch 12200, giga_loss[loss=0.2062, simple_loss=0.2951, pruned_loss=0.05861, over 12377.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3046, pruned_loss=0.06868, over 2472538.15 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05974, over 16590.06 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2944, pruned_loss=0.05784, over 2461520.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.05668, over 7856.67 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3046, pruned_loss=0.0692, over 2472762.24 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05836, over 17176.36 utterances.], batch size: 66, lr: 3.66e-04
2022-08-27 00:30:10,911 INFO [train.py:927] (5/8) Epoch 10, batch 12250, giga_loss[loss=0.1962, simple_loss=0.2848, pruned_loss=0.05382, over 12434.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03245, over 75.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3033, pruned_loss=0.06846, over 2473124.64 frames. utt_duration=613.8 frames, utt_pad_proportion=0.06092, over 16156.16 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2947, pruned_loss=0.05802, over 2461987.20 frames. utt_duration=1245 frames, utt_pad_proportion=0.0595, over 7919.98 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3033, pruned_loss=0.069, over 2473179.50 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05855, over 16794.94 utterances.], batch size: 75, lr: 3.66e-04
2022-08-27 00:31:52,887 INFO [train.py:927] (5/8) Epoch 10, batch 12300, giga_loss[loss=0.1843, simple_loss=0.2674, pruned_loss=0.05055, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03952, over 28.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2998, pruned_loss=0.06708, over 2472938.82 frames. utt_duration=624.3 frames, utt_pad_proportion=0.06311, over 15882.06 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2944, pruned_loss=0.05791, over 2461949.50 frames. utt_duration=1248 frames, utt_pad_proportion=0.05908, over 7900.36 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3002, pruned_loss=0.06772, over 2473133.74 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06132, over 16507.78 utterances.], batch size: 28, lr: 3.66e-04
2022-08-27 00:33:33,467 INFO [train.py:927] (5/8) Epoch 10, batch 12350, giga_loss[loss=0.1976, simple_loss=0.2816, pruned_loss=0.05675, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2971, pruned_loss=0.06591, over 2472546.59 frames. utt_duration=623.6 frames, utt_pad_proportion=0.06607, over 15897.51 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2938, pruned_loss=0.05771, over 2461685.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05763, over 7855.12 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.298, pruned_loss=0.06692, over 2473339.40 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06523, over 16736.36 utterances.], batch size: 70, lr: 3.66e-04
2022-08-27 00:35:13,500 INFO [train.py:927] (5/8) Epoch 10, batch 12400, giga_loss[loss=0.1794, simple_loss=0.2675, pruned_loss=0.04564, over 12370.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.02762, over 58.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.293, pruned_loss=0.06419, over 2472793.58 frames. utt_duration=622 frames, utt_pad_proportion=0.06385, over 15940.96 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2938, pruned_loss=0.05768, over 2461811.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.0572, over 7854.55 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2938, pruned_loss=0.06507, over 2473404.78 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06347, over 16665.09 utterances.], batch size: 58, lr: 3.66e-04
2022-08-27 00:37:01,863 INFO [train.py:927] (5/8) Epoch 10, batch 12450, giga_loss[loss=0.1797, simple_loss=0.27, pruned_loss=0.04469, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.208, simple_loss=0.29, pruned_loss=0.063, over 2472491.58 frames. utt_duration=633 frames, utt_pad_proportion=0.05971, over 15660.68 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2938, pruned_loss=0.05781, over 2462185.75 frames. utt_duration=1257 frames, utt_pad_proportion=0.05658, over 7843.77 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2905, pruned_loss=0.06365, over 2472772.81 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05987, over 16355.62 utterances.], batch size: 58, lr: 3.66e-04
2022-08-27 00:38:46,275 INFO [train.py:927] (5/8) Epoch 10, batch 12500, giga_loss[loss=0.207, simple_loss=0.2978, pruned_loss=0.05813, over 12378.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02773, over 70.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2911, pruned_loss=0.06368, over 2472174.87 frames. utt_duration=627.6 frames, utt_pad_proportion=0.0594, over 15794.98 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.05828, over 2462293.55 frames. utt_duration=1261 frames, utt_pad_proportion=0.05597, over 7822.20 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2911, pruned_loss=0.06389, over 2472427.31 frames. utt_duration=602 frames, utt_pad_proportion=0.05981, over 16468.75 utterances.], batch size: 70, lr: 3.66e-04
2022-08-27 00:40:28,585 INFO [train.py:927] (5/8) Epoch 10, batch 12550, giga_loss[loss=0.2319, simple_loss=0.3229, pruned_loss=0.07042, over 12409.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04755, over 161.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2934, pruned_loss=0.06373, over 2472600.69 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06128, over 17146.47 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.05829, over 2462323.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05576, over 7816.08 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2932, pruned_loss=0.06392, over 2472817.74 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06162, over 17721.10 utterances.], batch size: 161, lr: 3.66e-04
2022-08-27 00:42:08,194 INFO [train.py:927] (5/8) Epoch 10, batch 12600, giga_loss[loss=0.2084, simple_loss=0.2819, pruned_loss=0.06744, over 12425.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.04011, over 37.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2938, pruned_loss=0.06296, over 2473610.78 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05825, over 17982.60 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.05826, over 2462357.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05518, over 7790.98 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2936, pruned_loss=0.0632, over 2473887.66 frames. utt_duration=534 frames, utt_pad_proportion=0.05882, over 18581.95 utterances.], batch size: 37, lr: 3.66e-04
2022-08-27 00:43:47,150 INFO [train.py:927] (5/8) Epoch 10, batch 12650, libri_loss[loss=0.2028, simple_loss=0.2927, pruned_loss=0.05647, over 12341.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005936, over 33.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.294, pruned_loss=0.06236, over 2473903.88 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06029, over 18044.01 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2952, pruned_loss=0.05818, over 2461983.10 frames. utt_duration=1271 frames, utt_pad_proportion=0.05402, over 7757.67 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2933, pruned_loss=0.06274, over 2474763.28 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06114, over 18840.29 utterances.], batch size: 33, lr: 3.66e-04
2022-08-27 00:45:26,631 INFO [train.py:927] (5/8) Epoch 10, batch 12700, giga_loss[loss=0.1975, simple_loss=0.285, pruned_loss=0.05495, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03157, over 58.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2947, pruned_loss=0.06264, over 2473856.36 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06078, over 17800.57 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2956, pruned_loss=0.05844, over 2462396.88 frames. utt_duration=1253 frames, utt_pad_proportion=0.05875, over 7870.17 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2937, pruned_loss=0.06285, over 2474544.27 frames. utt_duration=531.7 frames, utt_pad_proportion=0.05987, over 18667.02 utterances.], batch size: 58, lr: 3.66e-04
2022-08-27 00:47:10,746 INFO [train.py:927] (5/8) Epoch 10, batch 12750, giga_loss[loss=0.2054, simple_loss=0.2961, pruned_loss=0.05738, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03251, over 75.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2969, pruned_loss=0.06343, over 2474048.46 frames. utt_duration=561.9 frames, utt_pad_proportion=0.0623, over 17659.29 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2957, pruned_loss=0.05857, over 2462937.85 frames. utt_duration=1257 frames, utt_pad_proportion=0.05695, over 7849.68 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2961, pruned_loss=0.06366, over 2474525.60 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06216, over 18720.64 utterances.], batch size: 75, lr: 3.66e-04
2022-08-27 00:48:51,619 INFO [train.py:927] (5/8) Epoch 10, batch 12800, giga_loss[loss=0.2545, simple_loss=0.3312, pruned_loss=0.08893, over 12414.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04988, over 161.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2982, pruned_loss=0.06392, over 2474545.16 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06361, over 17491.15 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2961, pruned_loss=0.05892, over 2463756.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.0607, over 7940.73 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2973, pruned_loss=0.06398, over 2474596.58 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06213, over 18618.63 utterances.], batch size: 161, lr: 3.66e-04
2022-08-27 00:50:30,947 INFO [train.py:927] (5/8) Epoch 10, batch 12850, libri_loss[loss=0.192, simple_loss=0.2724, pruned_loss=0.05579, over 12442.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007215, over 32.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.298, pruned_loss=0.06406, over 2473959.10 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06374, over 16920.80 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2957, pruned_loss=0.05886, over 2463718.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.05909, over 7902.35 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2976, pruned_loss=0.06433, over 2474335.43 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06321, over 18155.71 utterances.], batch size: 32, lr: 3.66e-04
2022-08-27 00:52:11,000 INFO [train.py:927] (5/8) Epoch 10, batch 12900, giga_loss[loss=0.1752, simple_loss=0.2591, pruned_loss=0.04569, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02663, over 48.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2959, pruned_loss=0.06353, over 2473338.29 frames. utt_duration=600.3 frames, utt_pad_proportion=0.0639, over 16521.56 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.05896, over 2463718.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05823, over 7873.56 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2956, pruned_loss=0.06373, over 2473810.06 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06382, over 17687.42 utterances.], batch size: 48, lr: 3.66e-04
2022-08-27 00:53:47,931 INFO [train.py:927] (5/8) Epoch 10, batch 12950, giga_loss[loss=0.1938, simple_loss=0.2773, pruned_loss=0.05517, over 12465.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02827, over 80.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2931, pruned_loss=0.06201, over 2473388.12 frames. utt_duration=612.7 frames, utt_pad_proportion=0.06137, over 16185.65 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2954, pruned_loss=0.05886, over 2463847.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05763, over 7848.59 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2932, pruned_loss=0.06231, over 2473775.95 frames. utt_duration=575.6 frames, utt_pad_proportion=0.0617, over 17235.07 utterances.], batch size: 80, lr: 3.66e-04
2022-08-27 00:55:26,082 INFO [train.py:927] (5/8) Epoch 10, batch 13000, giga_loss[loss=0.1956, simple_loss=0.2847, pruned_loss=0.05329, over 12251.00 frames. utt_duration=962.3 frames, utt_pad_proportion=0.04056, over 51.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2958, pruned_loss=0.06244, over 2472619.82 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05686, over 16563.16 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2958, pruned_loss=0.05916, over 2463615.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05614, over 7824.14 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2953, pruned_loss=0.0625, over 2473444.80 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05799, over 17694.77 utterances.], batch size: 51, lr: 3.66e-04
2022-08-27 00:57:02,998 INFO [train.py:927] (5/8) Epoch 10, batch 13050, giga_loss[loss=0.1954, simple_loss=0.2798, pruned_loss=0.05551, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03782, over 113.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2949, pruned_loss=0.06259, over 2473204.47 frames. utt_duration=590.5 frames, utt_pad_proportion=0.0539, over 16795.86 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2956, pruned_loss=0.0591, over 2463880.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05509, over 7797.75 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2948, pruned_loss=0.06278, over 2473851.85 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05538, over 17923.03 utterances.], batch size: 113, lr: 3.66e-04
2022-08-27 00:58:41,247 INFO [train.py:927] (5/8) Epoch 10, batch 13100, giga_loss[loss=0.1981, simple_loss=0.2773, pruned_loss=0.05945, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02783, over 45.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.294, pruned_loss=0.06362, over 2473280.85 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05489, over 17320.04 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2954, pruned_loss=0.05924, over 2463805.84 frames. utt_duration=1267 frames, utt_pad_proportion=0.05482, over 7790.54 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.294, pruned_loss=0.06378, over 2474199.99 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05604, over 18558.44 utterances.], batch size: 45, lr: 3.65e-04
2022-08-27 01:00:20,797 INFO [train.py:927] (5/8) Epoch 10, batch 13150, giga_loss[loss=0.1869, simple_loss=0.28, pruned_loss=0.04696, over 12397.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2919, pruned_loss=0.06299, over 2472816.04 frames. utt_duration=590 frames, utt_pad_proportion=0.05224, over 16807.95 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.295, pruned_loss=0.05926, over 2463924.17 frames. utt_duration=1272 frames, utt_pad_proportion=0.05358, over 7758.15 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2921, pruned_loss=0.06322, over 2473689.13 frames. utt_duration=549 frames, utt_pad_proportion=0.05381, over 18074.07 utterances.], batch size: 146, lr: 3.65e-04
2022-08-27 01:01:59,546 INFO [train.py:927] (5/8) Epoch 10, batch 13200, giga_loss[loss=0.1865, simple_loss=0.2679, pruned_loss=0.05261, over 12353.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03226, over 62.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2873, pruned_loss=0.06096, over 2472796.80 frames. utt_duration=605.9 frames, utt_pad_proportion=0.04967, over 16365.79 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2949, pruned_loss=0.0592, over 2464004.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.05339, over 7750.36 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2875, pruned_loss=0.06121, over 2473450.66 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05116, over 17399.57 utterances.], batch size: 62, lr: 3.65e-04
2022-08-27 01:03:39,722 INFO [train.py:927] (5/8) Epoch 10, batch 13250, giga_loss[loss=0.2152, simple_loss=0.2932, pruned_loss=0.06864, over 12466.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.02999, over 55.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2856, pruned_loss=0.06037, over 2474115.40 frames. utt_duration=623.5 frames, utt_pad_proportion=0.04827, over 15911.81 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05963, over 2464708.04 frames. utt_duration=1275 frames, utt_pad_proportion=0.05181, over 7739.62 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.285, pruned_loss=0.06021, over 2474359.11 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05016, over 17062.25 utterances.], batch size: 55, lr: 3.65e-04
2022-08-27 01:05:20,186 INFO [train.py:927] (5/8) Epoch 10, batch 13300, giga_loss[loss=0.2152, simple_loss=0.2964, pruned_loss=0.06698, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.02774, over 58.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2889, pruned_loss=0.06183, over 2473367.79 frames. utt_duration=626.9 frames, utt_pad_proportion=0.04763, over 15818.57 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2961, pruned_loss=0.06023, over 2465037.75 frames. utt_duration=1274 frames, utt_pad_proportion=0.05056, over 7746.63 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2875, pruned_loss=0.06123, over 2473604.41 frames. utt_duration=582.4 frames, utt_pad_proportion=0.04967, over 17032.48 utterances.], batch size: 58, lr: 3.65e-04
2022-08-27 01:07:01,528 INFO [train.py:927] (5/8) Epoch 10, batch 13350, giga_loss[loss=0.2283, simple_loss=0.311, pruned_loss=0.07279, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02915, over 91.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2919, pruned_loss=0.06273, over 2473657.23 frames. utt_duration=609 frames, utt_pad_proportion=0.0506, over 16288.71 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.06056, over 2465053.54 frames. utt_duration=1274 frames, utt_pad_proportion=0.04987, over 7747.74 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2904, pruned_loss=0.06201, over 2473960.55 frames. utt_duration=570.2 frames, utt_pad_proportion=0.0523, over 17400.32 utterances.], batch size: 91, lr: 3.65e-04
2022-08-27 01:08:42,826 INFO [train.py:927] (5/8) Epoch 10, batch 13400, giga_loss[loss=0.2278, simple_loss=0.3094, pruned_loss=0.07314, over 12453.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 134.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2956, pruned_loss=0.06495, over 2473799.60 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05598, over 16949.21 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2969, pruned_loss=0.06102, over 2464586.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.0533, over 7801.50 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2939, pruned_loss=0.06402, over 2474739.92 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05576, over 18071.28 utterances.], batch size: 134, lr: 3.65e-04
2022-08-27 01:10:29,970 INFO [train.py:927] (5/8) Epoch 10, batch 13450, giga_loss[loss=0.2295, simple_loss=0.3106, pruned_loss=0.07424, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04302, over 31.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2998, pruned_loss=0.06795, over 2474358.24 frames. utt_duration=582 frames, utt_pad_proportion=0.05815, over 17048.77 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2967, pruned_loss=0.06111, over 2464962.30 frames. utt_duration=1268 frames, utt_pad_proportion=0.05242, over 7786.68 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2987, pruned_loss=0.06724, over 2474993.33 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05818, over 18154.89 utterances.], batch size: 31, lr: 3.65e-04
2022-08-27 01:12:12,438 INFO [train.py:927] (5/8) Epoch 10, batch 13500, libri_loss[loss=0.2488, simple_loss=0.3365, pruned_loss=0.08061, over 12393.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01267, over 41.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3079, pruned_loss=0.0736, over 2474597.42 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06358, over 18710.38 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2969, pruned_loss=0.0612, over 2465030.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05221, over 7788.75 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3068, pruned_loss=0.07301, over 2475074.09 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06347, over 19628.43 utterances.], batch size: 41, lr: 3.65e-04
2022-08-27 01:13:58,025 INFO [train.py:927] (5/8) Epoch 10, batch 13550, giga_loss[loss=0.2621, simple_loss=0.342, pruned_loss=0.09109, over 12333.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 97.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3158, pruned_loss=0.07959, over 2475271.35 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06191, over 19414.27 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2966, pruned_loss=0.06122, over 2465068.26 frames. utt_duration=1270 frames, utt_pad_proportion=0.0518, over 7769.99 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3154, pruned_loss=0.0793, over 2475747.78 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06209, over 20301.95 utterances.], batch size: 97, lr: 3.65e-04
2022-08-27 01:15:40,749 INFO [train.py:927] (5/8) Epoch 10, batch 13600, giga_loss[loss=0.3309, simple_loss=0.3903, pruned_loss=0.1358, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03271, over 123.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.321, pruned_loss=0.0843, over 2475999.96 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06207, over 20203.74 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2965, pruned_loss=0.06132, over 2465402.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05123, over 7756.52 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3209, pruned_loss=0.08422, over 2476231.75 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06241, over 21060.33 utterances.], batch size: 123, lr: 3.65e-04
2022-08-27 01:17:24,992 INFO [train.py:927] (5/8) Epoch 10, batch 13650, giga_loss[loss=0.2287, simple_loss=0.3252, pruned_loss=0.06614, over 12416.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04279, over 26.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3246, pruned_loss=0.0878, over 2475843.93 frames. utt_duration=495.1 frames, utt_pad_proportion=0.0616, over 20060.87 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.297, pruned_loss=0.06191, over 2465606.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.0498, over 7730.98 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3251, pruned_loss=0.08813, over 2476201.14 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06249, over 21236.45 utterances.], batch size: 26, lr: 3.65e-04
2022-08-27 01:19:10,854 INFO [train.py:927] (5/8) Epoch 10, batch 13700, giga_loss[loss=0.2298, simple_loss=0.3133, pruned_loss=0.07313, over 12369.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02718, over 66.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3282, pruned_loss=0.0909, over 2476311.92 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06976, over 20790.93 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2974, pruned_loss=0.06226, over 2466004.07 frames. utt_duration=1272 frames, utt_pad_proportion=0.05002, over 7761.29 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3292, pruned_loss=0.09176, over 2476577.50 frames. utt_duration=449 frames, utt_pad_proportion=0.07027, over 22133.90 utterances.], batch size: 66, lr: 3.65e-04
2022-08-27 01:20:58,177 INFO [train.py:927] (5/8) Epoch 10, batch 13750, giga_loss[loss=0.3217, simple_loss=0.3716, pruned_loss=0.1359, over 12442.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04731, over 147.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3298, pruned_loss=0.09335, over 2476734.90 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07294, over 21739.75 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2974, pruned_loss=0.06247, over 2466209.09 frames. utt_duration=1274 frames, utt_pad_proportion=0.0494, over 7750.07 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3312, pruned_loss=0.09441, over 2476946.81 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07351, over 23076.27 utterances.], batch size: 147, lr: 3.65e-04
2022-08-27 01:22:43,500 INFO [train.py:927] (5/8) Epoch 10, batch 13800, libri_loss[loss=0.1769, simple_loss=0.2495, pruned_loss=0.05218, over 12461.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008998, over 29.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3313, pruned_loss=0.09424, over 2476502.58 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07322, over 21489.21 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2971, pruned_loss=0.0628, over 2466222.91 frames. utt_duration=1274 frames, utt_pad_proportion=0.04956, over 7750.86 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3338, pruned_loss=0.0958, over 2476965.58 frames. utt_duration=431.9 frames, utt_pad_proportion=0.0739, over 23020.29 utterances.], batch size: 29, lr: 3.65e-04
2022-08-27 01:24:26,221 INFO [train.py:927] (5/8) Epoch 10, batch 13850, giga_loss[loss=0.2593, simple_loss=0.338, pruned_loss=0.09032, over 12423.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03284, over 80.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3297, pruned_loss=0.09271, over 2475244.22 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08258, over 22241.41 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2971, pruned_loss=0.06307, over 2466107.79 frames. utt_duration=1261 frames, utt_pad_proportion=0.0548, over 7830.22 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3325, pruned_loss=0.0944, over 2475948.34 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08142, over 23714.01 utterances.], batch size: 80, lr: 3.65e-04
2022-08-27 01:26:09,790 INFO [train.py:927] (5/8) Epoch 10, batch 13900, giga_loss[loss=0.2196, simple_loss=0.3059, pruned_loss=0.0666, over 12442.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03576, over 123.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3265, pruned_loss=0.08836, over 2474375.87 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07863, over 20926.53 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2968, pruned_loss=0.06317, over 2466326.46 frames. utt_duration=1254 frames, utt_pad_proportion=0.05782, over 7877.21 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3302, pruned_loss=0.09063, over 2475064.80 frames. utt_duration=440 frames, utt_pad_proportion=0.07726, over 22575.83 utterances.], batch size: 123, lr: 3.65e-04
2022-08-27 01:27:55,563 INFO [train.py:927] (5/8) Epoch 10, batch 13950, giga_loss[loss=0.2172, simple_loss=0.2997, pruned_loss=0.06741, over 12420.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03391, over 75.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3228, pruned_loss=0.08524, over 2474750.10 frames. utt_duration=481.6 frames, utt_pad_proportion=0.0805, over 20617.73 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2964, pruned_loss=0.06324, over 2466635.25 frames. utt_duration=1249 frames, utt_pad_proportion=0.06134, over 7908.60 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3268, pruned_loss=0.08763, over 2475239.71 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07834, over 22258.62 utterances.], batch size: 75, lr: 3.65e-04
2022-08-27 01:29:35,751 INFO [train.py:927] (5/8) Epoch 10, batch 14000, giga_loss[loss=0.2482, simple_loss=0.3239, pruned_loss=0.08624, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03325, over 97.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3215, pruned_loss=0.0848, over 2474814.51 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07491, over 20596.09 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2962, pruned_loss=0.06344, over 2466550.35 frames. utt_duration=1253 frames, utt_pad_proportion=0.06014, over 7885.61 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3255, pruned_loss=0.08711, over 2475510.79 frames. utt_duration=446 frames, utt_pad_proportion=0.07409, over 22275.74 utterances.], batch size: 97, lr: 3.65e-04
2022-08-27 01:31:31,092 INFO [train.py:927] (5/8) Epoch 10, batch 14050, giga_loss[loss=0.1827, simple_loss=0.2794, pruned_loss=0.04306, over 12152.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03383, over 36.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3202, pruned_loss=0.08305, over 2474176.77 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07687, over 20621.44 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2963, pruned_loss=0.06353, over 2466300.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.05974, over 7866.81 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3236, pruned_loss=0.08497, over 2475029.40 frames. utt_duration=450 frames, utt_pad_proportion=0.07626, over 22071.74 utterances.], batch size: 36, lr: 3.65e-04
2022-08-27 01:33:17,827 INFO [train.py:927] (5/8) Epoch 10, batch 14100, giga_loss[loss=0.254, simple_loss=0.3319, pruned_loss=0.08802, over 12364.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04032, over 145.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3221, pruned_loss=0.08263, over 2473988.59 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07888, over 21150.23 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2966, pruned_loss=0.06388, over 2466193.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.0586, over 7846.26 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.325, pruned_loss=0.08429, over 2474961.13 frames. utt_duration=439 frames, utt_pad_proportion=0.07879, over 22624.09 utterances.], batch size: 145, lr: 3.65e-04
2022-08-27 01:35:01,963 INFO [train.py:927] (5/8) Epoch 10, batch 14150, giga_loss[loss=0.226, simple_loss=0.3089, pruned_loss=0.07162, over 12424.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0391, over 105.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3223, pruned_loss=0.08334, over 2474256.26 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07506, over 21572.82 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06404, over 2466361.99 frames. utt_duration=1260 frames, utt_pad_proportion=0.05787, over 7840.50 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3251, pruned_loss=0.08482, over 2475011.88 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07552, over 22971.01 utterances.], batch size: 105, lr: 3.65e-04
2022-08-27 01:36:44,365 INFO [train.py:927] (5/8) Epoch 10, batch 14200, giga_loss[loss=0.2361, simple_loss=0.3062, pruned_loss=0.08298, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03036, over 42.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3201, pruned_loss=0.08282, over 2474175.35 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07387, over 21093.07 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2968, pruned_loss=0.06441, over 2466797.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.05664, over 7826.39 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3228, pruned_loss=0.08421, over 2474614.13 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07486, over 22600.19 utterances.], batch size: 42, lr: 3.65e-04
2022-08-27 01:38:29,735 INFO [train.py:927] (5/8) Epoch 10, batch 14250, giga_loss[loss=0.2163, simple_loss=0.2974, pruned_loss=0.06757, over 12411.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05039, over 161.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3186, pruned_loss=0.08157, over 2473594.74 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06845, over 19929.22 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2973, pruned_loss=0.06495, over 2466808.44 frames. utt_duration=1261 frames, utt_pad_proportion=0.05589, over 7835.02 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3211, pruned_loss=0.08276, over 2474165.14 frames. utt_duration=461 frames, utt_pad_proportion=0.07008, over 21534.91 utterances.], batch size: 161, lr: 3.65e-04
2022-08-27 01:40:13,528 INFO [train.py:927] (5/8) Epoch 10, batch 14300, giga_loss[loss=0.2279, simple_loss=0.3172, pruned_loss=0.0693, over 12359.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02898, over 70.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3177, pruned_loss=0.0803, over 2473940.34 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06495, over 19461.40 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2974, pruned_loss=0.06523, over 2467034.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05605, over 7859.32 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3199, pruned_loss=0.08127, over 2474307.45 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06653, over 20918.95 utterances.], batch size: 70, lr: 3.65e-04
2022-08-27 01:41:56,198 INFO [train.py:927] (5/8) Epoch 10, batch 14350, giga_loss[loss=0.2488, simple_loss=0.3254, pruned_loss=0.08604, over 12394.00 frames. utt_duration=275.4 frames, utt_pad_proportion=0.05369, over 181.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3159, pruned_loss=0.07914, over 2474768.23 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06351, over 19741.02 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2973, pruned_loss=0.0652, over 2467115.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05594, over 7864.77 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3179, pruned_loss=0.08005, over 2475044.29 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06489, over 20977.52 utterances.], batch size: 181, lr: 3.65e-04
2022-08-27 01:43:38,971 INFO [train.py:927] (5/8) Epoch 10, batch 14400, giga_loss[loss=0.2288, simple_loss=0.303, pruned_loss=0.07734, over 12422.00 frames. utt_duration=579 frames, utt_pad_proportion=0.03659, over 86.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07946, over 2474278.34 frames. utt_duration=486 frames, utt_pad_proportion=0.06655, over 20424.49 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.297, pruned_loss=0.06528, over 2466920.19 frames. utt_duration=1262 frames, utt_pad_proportion=0.05518, over 7830.75 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3169, pruned_loss=0.08035, over 2474791.77 frames. utt_duration=458.4 frames, utt_pad_proportion=0.06778, over 21664.46 utterances.], batch size: 86, lr: 3.65e-04
2022-08-27 01:45:22,518 INFO [train.py:927] (5/8) Epoch 10, batch 14450, giga_loss[loss=0.3196, simple_loss=0.3616, pruned_loss=0.1388, over 12387.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3144, pruned_loss=0.08041, over 2474842.68 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06818, over 20531.32 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2973, pruned_loss=0.06547, over 2467090.21 frames. utt_duration=1263 frames, utt_pad_proportion=0.05451, over 7821.35 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3161, pruned_loss=0.08113, over 2475206.80 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06935, over 21688.81 utterances.], batch size: 259, lr: 3.64e-04
2022-08-27 01:47:05,073 INFO [train.py:927] (5/8) Epoch 10, batch 14500, giga_loss[loss=0.216, simple_loss=0.296, pruned_loss=0.068, over 12184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0347, over 39.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3139, pruned_loss=0.08007, over 2474315.08 frames. utt_duration=503.8 frames, utt_pad_proportion=0.0681, over 19700.31 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2973, pruned_loss=0.06563, over 2467243.57 frames. utt_duration=1268 frames, utt_pad_proportion=0.05333, over 7789.23 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3157, pruned_loss=0.08088, over 2474638.45 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06956, over 20985.53 utterances.], batch size: 39, lr: 3.64e-04
2022-08-27 01:48:44,844 INFO [train.py:927] (5/8) Epoch 10, batch 14550, libri_loss[loss=0.2421, simple_loss=0.3132, pruned_loss=0.08551, over 12437.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01069, over 39.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3141, pruned_loss=0.07954, over 2473454.60 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07288, over 19835.01 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2975, pruned_loss=0.06591, over 2467309.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.0572, over 7840.64 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3156, pruned_loss=0.08025, over 2473797.89 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07275, over 21089.34 utterances.], batch size: 39, lr: 3.64e-04
2022-08-27 01:50:29,484 INFO [train.py:927] (5/8) Epoch 10, batch 14600, giga_loss[loss=0.2412, simple_loss=0.3217, pruned_loss=0.08038, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02736, over 66.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07874, over 2473509.82 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07256, over 19460.28 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2974, pruned_loss=0.06605, over 2466994.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05554, over 7806.55 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3158, pruned_loss=0.07996, over 2474455.16 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07336, over 21249.95 utterances.], batch size: 66, lr: 3.64e-04
2022-08-27 01:52:13,963 INFO [train.py:927] (5/8) Epoch 10, batch 14650, giga_loss[loss=0.2202, simple_loss=0.2988, pruned_loss=0.07086, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02782, over 48.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3142, pruned_loss=0.07981, over 2473573.32 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07609, over 19839.89 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2968, pruned_loss=0.06586, over 2466779.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05445, over 7762.80 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3171, pruned_loss=0.08133, over 2474699.02 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07696, over 21639.48 utterances.], batch size: 48, lr: 3.64e-04
2022-08-27 01:53:56,674 INFO [train.py:927] (5/8) Epoch 10, batch 14700, giga_loss[loss=0.2154, simple_loss=0.3018, pruned_loss=0.06446, over 12445.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04083, over 114.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3145, pruned_loss=0.08115, over 2474031.86 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07495, over 19488.20 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2968, pruned_loss=0.06613, over 2467308.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05797, over 7827.21 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08269, over 2474692.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07501, over 21327.17 utterances.], batch size: 114, lr: 3.64e-04
2022-08-27 01:55:47,898 INFO [train.py:927] (5/8) Epoch 10, batch 14750, giga_loss[loss=0.2188, simple_loss=0.3041, pruned_loss=0.06676, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0395, over 113.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3135, pruned_loss=0.08103, over 2474049.32 frames. utt_duration=505.7 frames, utt_pad_proportion=0.0753, over 19627.57 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2963, pruned_loss=0.06616, over 2467495.47 frames. utt_duration=1267 frames, utt_pad_proportion=0.05726, over 7800.97 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3167, pruned_loss=0.08251, over 2474525.74 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07568, over 21328.76 utterances.], batch size: 113, lr: 3.64e-04
2022-08-27 01:57:33,885 INFO [train.py:927] (5/8) Epoch 10, batch 14800, giga_loss[loss=0.2092, simple_loss=0.2975, pruned_loss=0.06047, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03013, over 55.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3142, pruned_loss=0.08019, over 2474009.97 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07815, over 20471.33 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2972, pruned_loss=0.06627, over 2467316.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05646, over 7792.92 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3163, pruned_loss=0.08152, over 2474647.43 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07861, over 22029.67 utterances.], batch size: 55, lr: 3.64e-04
2022-08-27 01:59:22,618 INFO [train.py:927] (5/8) Epoch 10, batch 14850, giga_loss[loss=0.2386, simple_loss=0.3051, pruned_loss=0.08606, over 12457.00 frames. utt_duration=860.3 frames, utt_pad_proportion=0.02461, over 58.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3124, pruned_loss=0.07926, over 2474082.10 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07551, over 20018.47 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2975, pruned_loss=0.06667, over 2467129.25 frames. utt_duration=1257 frames, utt_pad_proportion=0.06008, over 7858.06 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3141, pruned_loss=0.08027, over 2474927.19 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07515, over 21488.08 utterances.], batch size: 58, lr: 3.64e-04
2022-08-27 02:01:04,214 INFO [train.py:927] (5/8) Epoch 10, batch 14900, giga_loss[loss=0.23, simple_loss=0.2973, pruned_loss=0.08141, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03509, over 40.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3129, pruned_loss=0.08066, over 2474498.49 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07507, over 20616.91 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2979, pruned_loss=0.06723, over 2467508.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.06002, over 7883.70 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3145, pruned_loss=0.08145, over 2475094.80 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07505, over 22248.63 utterances.], batch size: 40, lr: 3.64e-04
2022-08-27 02:02:54,766 INFO [train.py:927] (5/8) Epoch 10, batch 14950, giga_loss[loss=0.2165, simple_loss=0.3102, pruned_loss=0.06141, over 12190.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03809, over 33.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3166, pruned_loss=0.08156, over 2474898.56 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07719, over 20629.50 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.298, pruned_loss=0.06735, over 2467677.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.0596, over 7874.86 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.318, pruned_loss=0.08221, over 2475276.68 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07723, over 22040.13 utterances.], batch size: 33, lr: 3.64e-04
2022-08-27 02:04:40,051 INFO [train.py:927] (5/8) Epoch 10, batch 15000, giga_loss[loss=0.2577, simple_loss=0.3342, pruned_loss=0.09063, over 12365.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04272, over 133.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.318, pruned_loss=0.08182, over 2474642.78 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07667, over 21221.34 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2976, pruned_loss=0.06725, over 2467518.37 frames. utt_duration=1260 frames, utt_pad_proportion=0.0591, over 7844.91 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3197, pruned_loss=0.08261, over 2475185.11 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07697, over 22547.81 utterances.], batch size: 133, lr: 3.64e-04
2022-08-27 02:04:40,053 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 02:04:55,008 INFO [train.py:967] (5/8) 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 02:06:38,791 INFO [train.py:927] (5/8) Epoch 10, batch 15050, giga_loss[loss=0.2471, simple_loss=0.3191, pruned_loss=0.08754, over 12437.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03786, over 105.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3192, pruned_loss=0.08257, over 2474088.61 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07253, over 20864.24 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2976, pruned_loss=0.06742, over 2467316.44 frames. utt_duration=1265 frames, utt_pad_proportion=0.05807, over 7812.22 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.321, pruned_loss=0.08338, over 2474858.58 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07345, over 22249.48 utterances.], batch size: 105, lr: 3.64e-04
2022-08-27 02:08:23,750 INFO [train.py:927] (5/8) Epoch 10, batch 15100, libri_loss[loss=0.2138, simple_loss=0.2953, pruned_loss=0.06611, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006395, over 31.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3179, pruned_loss=0.08257, over 2474187.45 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07341, over 20783.07 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2972, pruned_loss=0.06729, over 2467160.30 frames. utt_duration=1273 frames, utt_pad_proportion=0.05652, over 7758.65 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3205, pruned_loss=0.08393, over 2475230.45 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07484, over 22453.19 utterances.], batch size: 31, lr: 3.64e-04
2022-08-27 02:10:07,131 INFO [train.py:927] (5/8) Epoch 10, batch 15150, giga_loss[loss=0.2469, simple_loss=0.3132, pruned_loss=0.09027, over 12427.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05474, over 162.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3171, pruned_loss=0.08281, over 2474006.74 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07334, over 20775.38 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2973, pruned_loss=0.06753, over 2467422.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.05562, over 7738.70 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3196, pruned_loss=0.08404, over 2474770.59 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07491, over 22425.64 utterances.], batch size: 162, lr: 3.64e-04
2022-08-27 02:11:51,833 INFO [train.py:927] (5/8) Epoch 10, batch 15200, giga_loss[loss=0.2228, simple_loss=0.3001, pruned_loss=0.07274, over 12422.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02425, over 91.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3172, pruned_loss=0.08297, over 2474353.36 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06939, over 20923.05 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.297, pruned_loss=0.06743, over 2467199.81 frames. utt_duration=1278 frames, utt_pad_proportion=0.0551, over 7731.02 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3197, pruned_loss=0.0843, over 2475282.58 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07111, over 22470.63 utterances.], batch size: 91, lr: 3.64e-04
2022-08-27 02:13:36,596 INFO [train.py:927] (5/8) Epoch 10, batch 15250, giga_loss[loss=0.2479, simple_loss=0.3169, pruned_loss=0.08945, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02666, over 48.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3157, pruned_loss=0.08292, over 2474596.51 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06862, over 20569.25 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2972, pruned_loss=0.06757, over 2467304.99 frames. utt_duration=1274 frames, utt_pad_proportion=0.05509, over 7756.86 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.318, pruned_loss=0.0842, over 2475405.57 frames. utt_duration=450 frames, utt_pad_proportion=0.07018, over 22074.96 utterances.], batch size: 48, lr: 3.64e-04
2022-08-27 02:15:18,120 INFO [train.py:927] (5/8) Epoch 10, batch 15300, giga_loss[loss=0.3082, simple_loss=0.3712, pruned_loss=0.1226, over 12414.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3162, pruned_loss=0.08293, over 2474346.20 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07461, over 21201.24 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2973, pruned_loss=0.06769, over 2467182.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.05384, over 7730.46 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3185, pruned_loss=0.08423, over 2475281.10 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07584, over 22747.49 utterances.], batch size: 183, lr: 3.64e-04
2022-08-27 02:17:00,254 INFO [train.py:927] (5/8) Epoch 10, batch 15350, giga_loss[loss=0.2377, simple_loss=0.3213, pruned_loss=0.07704, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04063, over 37.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.317, pruned_loss=0.08356, over 2473904.33 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07741, over 21385.85 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2972, pruned_loss=0.06759, over 2467264.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.05303, over 7708.98 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3192, pruned_loss=0.08497, over 2474705.30 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07861, over 22881.72 utterances.], batch size: 37, lr: 3.64e-04
2022-08-27 02:18:43,375 INFO [train.py:927] (5/8) Epoch 10, batch 15400, giga_loss[loss=0.23, simple_loss=0.3159, pruned_loss=0.07203, over 12460.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03281, over 86.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3188, pruned_loss=0.08125, over 2473838.37 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07106, over 20646.48 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2972, pruned_loss=0.06759, over 2467264.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.05303, over 7708.98 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3205, pruned_loss=0.08235, over 2474461.78 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07238, over 21810.74 utterances.], batch size: 86, lr: 3.64e-04
2022-08-27 02:20:28,281 INFO [train.py:927] (5/8) Epoch 10, batch 15450, giga_loss[loss=0.2543, simple_loss=0.3294, pruned_loss=0.08958, over 12406.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02278, over 66.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3214, pruned_loss=0.0828, over 2473260.85 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07256, over 20636.16 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2971, pruned_loss=0.06757, over 2466991.77 frames. utt_duration=1286 frames, utt_pad_proportion=0.05206, over 7682.48 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3233, pruned_loss=0.084, over 2474132.52 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07397, over 21876.20 utterances.], batch size: 66, lr: 3.64e-04
2022-08-27 02:22:13,226 INFO [train.py:927] (5/8) Epoch 10, batch 15500, giga_loss[loss=0.3063, simple_loss=0.3522, pruned_loss=0.1302, over 12354.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1096, over 259.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.323, pruned_loss=0.08476, over 2473418.55 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07249, over 20873.85 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2972, pruned_loss=0.06768, over 2467301.17 frames. utt_duration=1282 frames, utt_pad_proportion=0.0524, over 7707.03 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3248, pruned_loss=0.08582, over 2473926.17 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0736, over 21996.08 utterances.], batch size: 259, lr: 3.64e-04
2022-08-27 02:23:55,683 INFO [train.py:927] (5/8) Epoch 10, batch 15550, giga_loss[loss=0.2891, simple_loss=0.338, pruned_loss=0.1201, over 12347.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3228, pruned_loss=0.08505, over 2473776.09 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08112, over 22123.24 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2965, pruned_loss=0.06735, over 2466827.87 frames. utt_duration=1288 frames, utt_pad_proportion=0.05181, over 7668.20 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3253, pruned_loss=0.08649, over 2474714.30 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08184, over 23291.10 utterances.], batch size: 368, lr: 3.64e-04
2022-08-27 02:25:41,063 INFO [train.py:927] (5/8) Epoch 10, batch 15600, giga_loss[loss=0.2554, simple_loss=0.3392, pruned_loss=0.08584, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02466, over 48.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3234, pruned_loss=0.0839, over 2473937.99 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07742, over 20979.49 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.297, pruned_loss=0.06748, over 2466812.10 frames. utt_duration=1282 frames, utt_pad_proportion=0.05194, over 7704.35 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3259, pruned_loss=0.08554, over 2474964.95 frames. utt_duration=444 frames, utt_pad_proportion=0.07851, over 22373.01 utterances.], batch size: 48, lr: 3.64e-04
2022-08-27 02:27:23,597 INFO [train.py:927] (5/8) Epoch 10, batch 15650, giga_loss[loss=0.2033, simple_loss=0.2853, pruned_loss=0.06067, over 12273.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02709, over 54.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3226, pruned_loss=0.08301, over 2473802.40 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07313, over 20263.90 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2969, pruned_loss=0.06745, over 2466750.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.05175, over 7697.83 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3247, pruned_loss=0.08438, over 2474685.80 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07433, over 21413.54 utterances.], batch size: 54, lr: 3.64e-04
2022-08-27 02:29:07,582 INFO [train.py:927] (5/8) Epoch 10, batch 15700, giga_loss[loss=0.2513, simple_loss=0.3258, pruned_loss=0.0884, over 12389.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03259, over 80.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3213, pruned_loss=0.08325, over 2473845.40 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07324, over 20586.83 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2968, pruned_loss=0.06745, over 2466576.16 frames. utt_duration=1284 frames, utt_pad_proportion=0.05117, over 7691.35 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3234, pruned_loss=0.08456, over 2474800.60 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07446, over 21676.43 utterances.], batch size: 80, lr: 3.64e-04
2022-08-27 02:30:53,355 INFO [train.py:927] (5/8) Epoch 10, batch 15750, giga_loss[loss=0.222, simple_loss=0.3023, pruned_loss=0.0709, over 12414.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03396, over 75.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3199, pruned_loss=0.08352, over 2474417.18 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07406, over 21145.98 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.297, pruned_loss=0.06767, over 2466831.41 frames. utt_duration=1285 frames, utt_pad_proportion=0.05076, over 7690.58 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3219, pruned_loss=0.08464, over 2475066.61 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07526, over 22259.05 utterances.], batch size: 75, lr: 3.64e-04
2022-08-27 02:32:33,465 INFO [train.py:927] (5/8) Epoch 10, batch 15800, giga_loss[loss=0.2387, simple_loss=0.3132, pruned_loss=0.08211, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02886, over 45.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.08282, over 2474126.97 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07373, over 21152.35 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2968, pruned_loss=0.0677, over 2466496.17 frames. utt_duration=1282 frames, utt_pad_proportion=0.05052, over 7702.32 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3201, pruned_loss=0.08408, over 2475119.59 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07502, over 22381.96 utterances.], batch size: 45, lr: 3.64e-04
2022-08-27 02:34:13,504 INFO [train.py:927] (5/8) Epoch 10, batch 15850, giga_loss[loss=0.2249, simple_loss=0.3011, pruned_loss=0.07429, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3155, pruned_loss=0.08044, over 2474471.02 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07356, over 21239.82 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.297, pruned_loss=0.0679, over 2466657.78 frames. utt_duration=1282 frames, utt_pad_proportion=0.04978, over 7706.13 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3177, pruned_loss=0.08164, over 2475354.09 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07509, over 22603.71 utterances.], batch size: 48, lr: 3.63e-04
2022-08-27 02:36:01,353 INFO [train.py:927] (5/8) Epoch 10, batch 15900, giga_loss[loss=0.3249, simple_loss=0.3624, pruned_loss=0.1437, over 12394.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3137, pruned_loss=0.07939, over 2474321.43 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07337, over 21489.08 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.297, pruned_loss=0.06797, over 2466468.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.04941, over 7710.08 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08047, over 2475306.64 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0748, over 22794.15 utterances.], batch size: 259, lr: 3.63e-04
2022-08-27 02:37:43,218 INFO [train.py:927] (5/8) Epoch 10, batch 15950, giga_loss[loss=0.2166, simple_loss=0.3025, pruned_loss=0.0653, over 12316.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03529, over 51.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.312, pruned_loss=0.07908, over 2473990.41 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07334, over 21190.06 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2964, pruned_loss=0.06779, over 2466329.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.04883, over 7689.41 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3148, pruned_loss=0.08052, over 2475185.28 frames. utt_duration=436.4 frames, utt_pad_proportion=0.075, over 22764.23 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 02:39:25,303 INFO [train.py:927] (5/8) Epoch 10, batch 16000, giga_loss[loss=0.2092, simple_loss=0.2911, pruned_loss=0.06362, over 12264.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3132, pruned_loss=0.07934, over 2473411.34 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06904, over 20593.28 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2968, pruned_loss=0.06814, over 2466305.24 frames. utt_duration=1277 frames, utt_pad_proportion=0.04953, over 7734.07 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3156, pruned_loss=0.08058, over 2474674.80 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0708, over 22303.22 utterances.], batch size: 54, lr: 3.63e-04
2022-08-27 02:41:09,209 INFO [train.py:927] (5/8) Epoch 10, batch 16050, giga_loss[loss=0.2108, simple_loss=0.291, pruned_loss=0.06531, over 12361.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3138, pruned_loss=0.08022, over 2473696.84 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07346, over 21067.86 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2968, pruned_loss=0.06829, over 2466406.94 frames. utt_duration=1266 frames, utt_pad_proportion=0.05394, over 7801.81 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.08133, over 2474766.33 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07329, over 22655.42 utterances.], batch size: 97, lr: 3.63e-04
2022-08-27 02:42:52,859 INFO [train.py:927] (5/8) Epoch 10, batch 16100, giga_loss[loss=0.2683, simple_loss=0.3491, pruned_loss=0.09374, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03634, over 122.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.08104, over 2473863.81 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07374, over 20983.31 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2969, pruned_loss=0.06839, over 2466800.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.0542, over 7839.26 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08208, over 2474539.62 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07366, over 22486.74 utterances.], batch size: 122, lr: 3.63e-04
2022-08-27 02:44:36,666 INFO [train.py:927] (5/8) Epoch 10, batch 16150, giga_loss[loss=0.3024, simple_loss=0.3636, pruned_loss=0.1207, over 12389.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.08106, over 2473701.38 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0697, over 20388.42 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2973, pruned_loss=0.06879, over 2466953.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.0526, over 7831.32 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3177, pruned_loss=0.08206, over 2474400.91 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07069, over 22133.08 utterances.], batch size: 183, lr: 3.63e-04
2022-08-27 02:46:29,741 INFO [train.py:927] (5/8) Epoch 10, batch 16200, giga_loss[loss=0.3095, simple_loss=0.364, pruned_loss=0.1275, over 12359.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3166, pruned_loss=0.0816, over 2473600.39 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06603, over 20542.95 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2973, pruned_loss=0.0688, over 2467143.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.05202, over 7818.97 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3185, pruned_loss=0.08255, over 2474074.02 frames. utt_duration=449.3 frames, utt_pad_proportion=0.06731, over 22100.00 utterances.], batch size: 257, lr: 3.63e-04
2022-08-27 02:48:14,639 INFO [train.py:927] (5/8) Epoch 10, batch 16250, giga_loss[loss=0.232, simple_loss=0.3054, pruned_loss=0.07929, over 12150.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03389, over 36.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3166, pruned_loss=0.08046, over 2473584.41 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06768, over 20459.71 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2976, pruned_loss=0.06894, over 2466945.88 frames. utt_duration=1268 frames, utt_pad_proportion=0.05085, over 7789.96 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3187, pruned_loss=0.08153, over 2474399.31 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06921, over 22223.15 utterances.], batch size: 36, lr: 3.63e-04
2022-08-27 02:49:59,811 INFO [train.py:927] (5/8) Epoch 10, batch 16300, giga_loss[loss=0.2271, simple_loss=0.3046, pruned_loss=0.07478, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03044, over 91.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3158, pruned_loss=0.08065, over 2473960.01 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06783, over 19990.20 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.298, pruned_loss=0.06927, over 2467309.70 frames. utt_duration=1267 frames, utt_pad_proportion=0.05019, over 7796.16 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3173, pruned_loss=0.08142, over 2474396.61 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0694, over 21605.66 utterances.], batch size: 91, lr: 3.63e-04
2022-08-27 02:51:39,927 INFO [train.py:927] (5/8) Epoch 10, batch 16350, giga_loss[loss=0.2475, simple_loss=0.3234, pruned_loss=0.08573, over 12439.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02258, over 48.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3146, pruned_loss=0.08043, over 2474615.98 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06749, over 19885.24 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2974, pruned_loss=0.06897, over 2467668.96 frames. utt_duration=1274 frames, utt_pad_proportion=0.04895, over 7758.81 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08166, over 2474861.48 frames. utt_duration=460 frames, utt_pad_proportion=0.06936, over 21590.85 utterances.], batch size: 48, lr: 3.63e-04
2022-08-27 02:53:23,207 INFO [train.py:927] (5/8) Epoch 10, batch 16400, libri_loss[loss=0.2132, simple_loss=0.2945, pruned_loss=0.06599, over 12243.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005578, over 34.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3152, pruned_loss=0.08178, over 2474348.00 frames. utt_duration=480 frames, utt_pad_proportion=0.07233, over 20684.64 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2975, pruned_loss=0.06906, over 2467290.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.04885, over 7759.71 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3173, pruned_loss=0.08295, over 2475062.00 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0737, over 22337.35 utterances.], batch size: 34, lr: 3.63e-04
2022-08-27 02:55:05,645 INFO [train.py:927] (5/8) Epoch 10, batch 16450, giga_loss[loss=0.2579, simple_loss=0.3321, pruned_loss=0.09185, over 12431.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0367, over 105.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3163, pruned_loss=0.08281, over 2474677.67 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07121, over 20811.38 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.298, pruned_loss=0.06942, over 2467208.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05355, over 7850.13 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.318, pruned_loss=0.08373, over 2475487.22 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0713, over 22339.12 utterances.], batch size: 105, lr: 3.63e-04
2022-08-27 02:56:47,018 INFO [train.py:927] (5/8) Epoch 10, batch 16500, giga_loss[loss=0.3059, simple_loss=0.355, pruned_loss=0.1284, over 12383.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3174, pruned_loss=0.08435, over 2474889.91 frames. utt_duration=464.3 frames, utt_pad_proportion=0.0766, over 21390.60 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2979, pruned_loss=0.06941, over 2467488.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.05248, over 7833.69 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3195, pruned_loss=0.08551, over 2475475.45 frames. utt_duration=431.8 frames, utt_pad_proportion=0.0769, over 23007.83 utterances.], batch size: 258, lr: 3.63e-04
2022-08-27 02:58:30,575 INFO [train.py:927] (5/8) Epoch 10, batch 16550, giga_loss[loss=0.2386, simple_loss=0.3206, pruned_loss=0.07832, over 12426.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0402, over 37.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3181, pruned_loss=0.08517, over 2474490.41 frames. utt_duration=464 frames, utt_pad_proportion=0.07966, over 21399.60 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2981, pruned_loss=0.06945, over 2467384.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05199, over 7837.06 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3199, pruned_loss=0.08632, over 2475146.92 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08002, over 22919.07 utterances.], batch size: 37, lr: 3.63e-04
2022-08-27 03:00:18,109 INFO [train.py:927] (5/8) Epoch 10, batch 16600, giga_loss[loss=0.2537, simple_loss=0.3247, pruned_loss=0.09133, over 12438.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03711, over 133.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3197, pruned_loss=0.08545, over 2475174.77 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08055, over 22112.74 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2988, pruned_loss=0.06997, over 2467424.45 frames. utt_duration=1250 frames, utt_pad_proportion=0.05573, over 7908.38 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3208, pruned_loss=0.08616, over 2475794.98 frames. utt_duration=423 frames, utt_pad_proportion=0.07975, over 23495.82 utterances.], batch size: 133, lr: 3.63e-04
2022-08-27 03:02:02,081 INFO [train.py:927] (5/8) Epoch 10, batch 16650, giga_loss[loss=0.253, simple_loss=0.3347, pruned_loss=0.08569, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03187, over 43.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3189, pruned_loss=0.08486, over 2475245.71 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07702, over 20676.38 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2988, pruned_loss=0.06986, over 2467583.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.05412, over 7870.64 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3206, pruned_loss=0.08608, over 2475905.66 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07736, over 22320.24 utterances.], batch size: 43, lr: 3.63e-04
2022-08-27 03:03:45,063 INFO [train.py:927] (5/8) Epoch 10, batch 16700, giga_loss[loss=0.2976, simple_loss=0.3687, pruned_loss=0.1132, over 12403.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06283, over 183.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3187, pruned_loss=0.08419, over 2475177.93 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07007, over 19933.99 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2984, pruned_loss=0.06974, over 2467100.74 frames. utt_duration=1262 frames, utt_pad_proportion=0.05275, over 7828.83 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3209, pruned_loss=0.08575, over 2476362.13 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07149, over 21674.87 utterances.], batch size: 183, lr: 3.63e-04
2022-08-27 03:05:37,271 INFO [train.py:927] (5/8) Epoch 10, batch 16750, giga_loss[loss=0.2965, simple_loss=0.3594, pruned_loss=0.1168, over 12364.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06629, over 183.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08357, over 2475890.74 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06918, over 19724.17 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2984, pruned_loss=0.06976, over 2467525.07 frames. utt_duration=1262 frames, utt_pad_proportion=0.05204, over 7828.62 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.0852, over 2476676.36 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0708, over 21448.19 utterances.], batch size: 183, lr: 3.63e-04
2022-08-27 03:07:20,524 INFO [train.py:927] (5/8) Epoch 10, batch 16800, giga_loss[loss=0.2137, simple_loss=0.2952, pruned_loss=0.06614, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3173, pruned_loss=0.0825, over 2475928.26 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06697, over 19821.44 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2983, pruned_loss=0.06967, over 2467351.10 frames. utt_duration=1262 frames, utt_pad_proportion=0.05184, over 7828.29 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3195, pruned_loss=0.08404, over 2476802.00 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06854, over 21343.49 utterances.], batch size: 54, lr: 3.63e-04
2022-08-27 03:09:02,818 INFO [train.py:927] (5/8) Epoch 10, batch 16850, giga_loss[loss=0.2354, simple_loss=0.3149, pruned_loss=0.0779, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04993, over 34.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3167, pruned_loss=0.08171, over 2474704.87 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06836, over 19139.99 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2985, pruned_loss=0.06973, over 2467350.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05483, over 7849.81 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3191, pruned_loss=0.08343, over 2475761.40 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0687, over 20843.59 utterances.], batch size: 34, lr: 3.63e-04
2022-08-27 03:10:47,558 INFO [train.py:927] (5/8) Epoch 10, batch 16900, giga_loss[loss=0.233, simple_loss=0.3175, pruned_loss=0.0742, over 12116.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04489, over 33.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3168, pruned_loss=0.08233, over 2473191.42 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06811, over 18927.70 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2982, pruned_loss=0.06954, over 2466746.73 frames. utt_duration=1260 frames, utt_pad_proportion=0.05416, over 7840.54 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3195, pruned_loss=0.08416, over 2474727.42 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06875, over 20544.16 utterances.], batch size: 33, lr: 3.63e-04
2022-08-27 03:12:30,182 INFO [train.py:927] (5/8) Epoch 10, batch 16950, giga_loss[loss=0.2355, simple_loss=0.3232, pruned_loss=0.07391, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03096, over 75.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3178, pruned_loss=0.08319, over 2473580.46 frames. utt_duration=517.9 frames, utt_pad_proportion=0.07073, over 19160.64 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2983, pruned_loss=0.06959, over 2466744.69 frames. utt_duration=1262 frames, utt_pad_proportion=0.0536, over 7830.97 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3201, pruned_loss=0.08478, over 2474889.76 frames. utt_duration=482 frames, utt_pad_proportion=0.07136, over 20600.47 utterances.], batch size: 75, lr: 3.63e-04
2022-08-27 03:14:11,696 INFO [train.py:927] (5/8) Epoch 10, batch 17000, giga_loss[loss=0.2331, simple_loss=0.3098, pruned_loss=0.07821, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03667, over 37.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.08431, over 2473569.56 frames. utt_duration=498.6 frames, utt_pad_proportion=0.08333, over 19901.61 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2988, pruned_loss=0.07003, over 2466730.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06072, over 7937.51 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3208, pruned_loss=0.08593, over 2474997.27 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08115, over 21563.20 utterances.], batch size: 37, lr: 3.63e-04
2022-08-27 03:15:51,025 INFO [train.py:927] (5/8) Epoch 10, batch 17050, giga_loss[loss=0.2308, simple_loss=0.3139, pruned_loss=0.07382, over 12325.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03592, over 51.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08341, over 2473648.48 frames. utt_duration=502.6 frames, utt_pad_proportion=0.08088, over 19743.27 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2989, pruned_loss=0.07008, over 2467036.25 frames. utt_duration=1229 frames, utt_pad_proportion=0.06511, over 8036.58 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3202, pruned_loss=0.08509, over 2474761.54 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07812, over 21360.05 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 03:17:32,805 INFO [train.py:927] (5/8) Epoch 10, batch 17100, libri_loss[loss=0.2309, simple_loss=0.3039, pruned_loss=0.079, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005624, over 35.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08299, over 2474119.94 frames. utt_duration=503 frames, utt_pad_proportion=0.07926, over 19732.19 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2989, pruned_loss=0.07017, over 2466958.96 frames. utt_duration=1222 frames, utt_pad_proportion=0.06745, over 8083.71 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08467, over 2475323.61 frames. utt_duration=465 frames, utt_pad_proportion=0.07661, over 21361.34 utterances.], batch size: 35, lr: 3.63e-04
2022-08-27 03:19:17,042 INFO [train.py:927] (5/8) Epoch 10, batch 17150, giga_loss[loss=0.2729, simple_loss=0.3407, pruned_loss=0.1025, over 12433.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05355, over 162.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3164, pruned_loss=0.08285, over 2474029.37 frames. utt_duration=474.4 frames, utt_pad_proportion=0.08395, over 20923.92 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2984, pruned_loss=0.07009, over 2466590.07 frames. utt_duration=1224 frames, utt_pad_proportion=0.06709, over 8069.63 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08465, over 2475554.07 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0819, over 22635.98 utterances.], batch size: 162, lr: 3.63e-04
2022-08-27 03:21:02,931 INFO [train.py:927] (5/8) Epoch 10, batch 17200, giga_loss[loss=0.2139, simple_loss=0.2894, pruned_loss=0.06919, over 12455.00 frames. utt_duration=907 frames, utt_pad_proportion=0.02785, over 55.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.312, pruned_loss=0.0803, over 2474133.62 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07913, over 19724.39 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2982, pruned_loss=0.07014, over 2466811.04 frames. utt_duration=1226 frames, utt_pad_proportion=0.06611, over 8056.20 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3154, pruned_loss=0.08221, over 2475510.98 frames. utt_duration=459.2 frames, utt_pad_proportion=0.0783, over 21634.70 utterances.], batch size: 55, lr: 3.63e-04
2022-08-27 03:22:49,767 INFO [train.py:927] (5/8) Epoch 10, batch 17250, libri_loss[loss=0.1624, simple_loss=0.2445, pruned_loss=0.04015, over 12460.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009747, over 29.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3115, pruned_loss=0.0809, over 2474801.02 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07913, over 20670.24 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2978, pruned_loss=0.06983, over 2467108.84 frames. utt_duration=1232 frames, utt_pad_proportion=0.06463, over 8017.88 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.315, pruned_loss=0.08304, over 2475827.35 frames. utt_duration=439.9 frames, utt_pad_proportion=0.0791, over 22589.24 utterances.], batch size: 29, lr: 3.62e-04
2022-08-27 03:24:35,024 INFO [train.py:927] (5/8) Epoch 10, batch 17300, giga_loss[loss=0.2022, simple_loss=0.2978, pruned_loss=0.05325, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02664, over 48.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3113, pruned_loss=0.07947, over 2474734.39 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07707, over 21155.74 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2979, pruned_loss=0.06989, over 2466897.74 frames. utt_duration=1234 frames, utt_pad_proportion=0.06369, over 8005.02 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3144, pruned_loss=0.08148, over 2476001.86 frames. utt_duration=430 frames, utt_pad_proportion=0.07767, over 23109.23 utterances.], batch size: 48, lr: 3.62e-04
2022-08-27 03:26:20,826 INFO [train.py:927] (5/8) Epoch 10, batch 17350, giga_loss[loss=0.221, simple_loss=0.3107, pruned_loss=0.06566, over 12345.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03269, over 85.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3094, pruned_loss=0.07631, over 2474888.02 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07778, over 22439.94 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2976, pruned_loss=0.06982, over 2466787.05 frames. utt_duration=1240 frames, utt_pad_proportion=0.06328, over 7969.11 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3123, pruned_loss=0.07806, over 2476108.05 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07835, over 24203.87 utterances.], batch size: 85, lr: 3.62e-04
2022-08-27 03:28:02,983 INFO [train.py:927] (5/8) Epoch 10, batch 17400, libri_loss[loss=0.2848, simple_loss=0.3495, pruned_loss=0.11, over 12431.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.3183, over 114.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3071, pruned_loss=0.07296, over 2475166.23 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07547, over 22530.99 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2977, pruned_loss=0.06994, over 2467099.58 frames. utt_duration=1230 frames, utt_pad_proportion=0.06646, over 8031.69 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3095, pruned_loss=0.07427, over 2475948.44 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07509, over 24071.03 utterances.], batch size: 114, lr: 3.62e-04
2022-08-27 03:29:46,520 INFO [train.py:927] (5/8) Epoch 10, batch 17450, giga_loss[loss=0.2594, simple_loss=0.3277, pruned_loss=0.09553, over 12384.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1075, over 259.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3082, pruned_loss=0.07158, over 2475560.13 frames. utt_duration=438 frames, utt_pad_proportion=0.06952, over 22684.49 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2979, pruned_loss=0.06999, over 2467177.84 frames. utt_duration=1229 frames, utt_pad_proportion=0.0658, over 8037.20 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3099, pruned_loss=0.07259, over 2476220.08 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06974, over 24103.15 utterances.], batch size: 259, lr: 3.62e-04
2022-08-27 03:31:27,420 INFO [train.py:927] (5/8) Epoch 10, batch 17500, giga_loss[loss=0.2045, simple_loss=0.2999, pruned_loss=0.05454, over 12392.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0264, over 91.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3075, pruned_loss=0.07055, over 2476217.28 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07145, over 23700.84 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2986, pruned_loss=0.07047, over 2467350.25 frames. utt_duration=1206 frames, utt_pad_proportion=0.07389, over 8194.45 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3084, pruned_loss=0.07091, over 2476701.52 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06909, over 24893.85 utterances.], batch size: 91, lr: 3.62e-04
2022-08-27 03:33:10,006 INFO [train.py:927] (5/8) Epoch 10, batch 17550, giga_loss[loss=0.2291, simple_loss=0.312, pruned_loss=0.07315, over 12322.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02542, over 45.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3051, pruned_loss=0.06904, over 2476040.86 frames. utt_duration=414.6 frames, utt_pad_proportion=0.07238, over 23972.82 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2982, pruned_loss=0.07035, over 2467415.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.07232, over 8159.13 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3063, pruned_loss=0.06938, over 2476622.82 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07097, over 25410.34 utterances.], batch size: 45, lr: 3.62e-04
2022-08-27 03:34:52,371 INFO [train.py:927] (5/8) Epoch 10, batch 17600, giga_loss[loss=0.2001, simple_loss=0.2876, pruned_loss=0.05629, over 12366.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.303, pruned_loss=0.06692, over 2476199.88 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06793, over 23476.92 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07041, over 2467532.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.07149, over 8144.79 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.304, pruned_loss=0.06712, over 2476665.35 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06725, over 24835.50 utterances.], batch size: 97, lr: 3.62e-04
2022-08-27 03:36:36,509 INFO [train.py:927] (5/8) Epoch 10, batch 17650, giga_loss[loss=0.207, simple_loss=0.3001, pruned_loss=0.05699, over 12439.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0322, over 75.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3002, pruned_loss=0.06467, over 2476079.05 frames. utt_duration=419.6 frames, utt_pad_proportion=0.0687, over 23685.68 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2989, pruned_loss=0.07059, over 2467609.29 frames. utt_duration=1219 frames, utt_pad_proportion=0.06986, over 8109.89 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3005, pruned_loss=0.06457, over 2476621.71 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06853, over 25205.94 utterances.], batch size: 75, lr: 3.62e-04
2022-08-27 03:38:20,360 INFO [train.py:927] (5/8) Epoch 10, batch 17700, giga_loss[loss=0.1997, simple_loss=0.2959, pruned_loss=0.05175, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2974, pruned_loss=0.06339, over 2476881.77 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06809, over 23787.96 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2989, pruned_loss=0.07055, over 2467628.90 frames. utt_duration=1219 frames, utt_pad_proportion=0.06939, over 8109.77 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2977, pruned_loss=0.06328, over 2477380.54 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06813, over 25134.91 utterances.], batch size: 62, lr: 3.62e-04
2022-08-27 03:40:15,297 INFO [train.py:927] (5/8) Epoch 10, batch 17750, giga_loss[loss=0.1957, simple_loss=0.2953, pruned_loss=0.0481, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2977, pruned_loss=0.06321, over 2476559.46 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06694, over 23774.02 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2983, pruned_loss=0.07024, over 2467622.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.06738, over 8084.57 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2985, pruned_loss=0.06308, over 2477390.14 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06758, over 25616.52 utterances.], batch size: 161, lr: 3.62e-04
2022-08-27 03:42:14,626 INFO [train.py:927] (5/8) Epoch 10, batch 17800, giga_loss[loss=0.1883, simple_loss=0.2872, pruned_loss=0.04466, over 12440.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04787, over 147.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06341, over 2476468.48 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06785, over 24140.34 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2982, pruned_loss=0.0703, over 2467447.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.06614, over 8069.50 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.299, pruned_loss=0.0631, over 2477521.06 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06867, over 26000.21 utterances.], batch size: 147, lr: 3.62e-04
2022-08-27 03:44:11,478 INFO [train.py:927] (5/8) Epoch 10, batch 17850, giga_loss[loss=0.1949, simple_loss=0.2901, pruned_loss=0.0498, over 12396.00 frames. utt_duration=235 frames, utt_pad_proportion=0.06761, over 212.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.296, pruned_loss=0.06171, over 2476927.96 frames. utt_duration=410.8 frames, utt_pad_proportion=0.0653, over 24197.91 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2979, pruned_loss=0.07014, over 2467318.19 frames. utt_duration=1231 frames, utt_pad_proportion=0.06498, over 8027.18 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2968, pruned_loss=0.06145, over 2478096.27 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06643, over 26074.46 utterances.], batch size: 212, lr: 3.62e-04
2022-08-27 03:46:20,860 INFO [train.py:927] (5/8) Epoch 10, batch 17900, giga_loss[loss=0.1872, simple_loss=0.2717, pruned_loss=0.05131, over 12456.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.02989, over 98.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2936, pruned_loss=0.05983, over 2477198.75 frames. utt_duration=411.2 frames, utt_pad_proportion=0.0653, over 24174.34 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2982, pruned_loss=0.07028, over 2467489.76 frames. utt_duration=1232 frames, utt_pad_proportion=0.06446, over 8021.91 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.294, pruned_loss=0.05939, over 2478043.13 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06636, over 25809.90 utterances.], batch size: 98, lr: 3.62e-04
2022-08-27 03:48:15,412 INFO [train.py:927] (5/8) Epoch 10, batch 17950, giga_loss[loss=0.1922, simple_loss=0.293, pruned_loss=0.04576, over 12442.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2912, pruned_loss=0.05866, over 2477697.36 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06411, over 23818.54 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2979, pruned_loss=0.0702, over 2467442.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06378, over 7995.70 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2917, pruned_loss=0.05823, over 2478525.23 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06523, over 25342.06 utterances.], batch size: 75, lr: 3.62e-04
2022-08-27 03:50:18,624 INFO [train.py:927] (5/8) Epoch 10, batch 18000, giga_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.0582, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2937, pruned_loss=0.05957, over 2478116.68 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06617, over 24400.32 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.298, pruned_loss=0.07024, over 2467433.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.06303, over 7983.86 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2938, pruned_loss=0.05904, over 2478920.06 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06717, over 25844.43 utterances.], batch size: 146, lr: 3.62e-04
2022-08-27 03:50:18,625 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 03:50:32,438 INFO [train.py:967] (5/8) 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 03:52:43,789 INFO [train.py:927] (5/8) Epoch 10, batch 18050, giga_loss[loss=0.248, simple_loss=0.3213, pruned_loss=0.08738, over 12420.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2923, pruned_loss=0.05897, over 2477668.42 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06497, over 24561.79 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2978, pruned_loss=0.07021, over 2467242.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.06219, over 7965.35 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2925, pruned_loss=0.05836, over 2478642.57 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06605, over 26015.26 utterances.], batch size: 258, lr: 3.62e-04
2022-08-27 03:54:44,796 INFO [train.py:927] (5/8) Epoch 10, batch 18100, giga_loss[loss=0.229, simple_loss=0.3135, pruned_loss=0.07223, over 12393.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07146, over 212.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2942, pruned_loss=0.05933, over 2477950.60 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06526, over 24629.61 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2976, pruned_loss=0.07021, over 2466865.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.06129, over 7949.79 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.0585, over 2479412.83 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06634, over 26328.51 utterances.], batch size: 212, lr: 3.62e-04
2022-08-27 03:56:45,261 INFO [train.py:927] (5/8) Epoch 10, batch 18150, giga_loss[loss=0.1933, simple_loss=0.2931, pruned_loss=0.04677, over 12431.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04831, over 147.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2961, pruned_loss=0.05898, over 2478128.71 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06504, over 24773.76 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2981, pruned_loss=0.0704, over 2466826.67 frames. utt_duration=1245 frames, utt_pad_proportion=0.05994, over 7935.34 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2957, pruned_loss=0.05783, over 2479683.83 frames. utt_duration=373.8 frames, utt_pad_proportion=0.0663, over 26625.20 utterances.], batch size: 147, lr: 3.62e-04
2022-08-27 03:58:49,636 INFO [train.py:927] (5/8) Epoch 10, batch 18200, libri_loss[loss=0.2053, simple_loss=0.2897, pruned_loss=0.06043, over 12238.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006105, over 34.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2966, pruned_loss=0.05881, over 2477422.35 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06337, over 23917.24 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2984, pruned_loss=0.07046, over 2466855.50 frames. utt_duration=1248 frames, utt_pad_proportion=0.05875, over 7916.13 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.296, pruned_loss=0.05756, over 2478900.73 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06488, over 25784.72 utterances.], batch size: 34, lr: 3.62e-04
2022-08-27 04:01:13,345 INFO [train.py:927] (5/8) Epoch 10, batch 18250, giga_loss[loss=0.211, simple_loss=0.3019, pruned_loss=0.06002, over 12469.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.02869, over 98.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2962, pruned_loss=0.05941, over 2478314.17 frames. utt_duration=409 frames, utt_pad_proportion=0.06476, over 24309.72 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2983, pruned_loss=0.07049, over 2467075.70 frames. utt_duration=1249 frames, utt_pad_proportion=0.0585, over 7912.45 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2957, pruned_loss=0.05823, over 2479408.38 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06594, over 26008.62 utterances.], batch size: 98, lr: 3.62e-04
2022-08-27 04:03:15,998 INFO [train.py:927] (5/8) Epoch 10, batch 18300, libri_loss[loss=0.1975, simple_loss=0.2704, pruned_loss=0.06223, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005447, over 32.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05814, over 2478169.95 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06073, over 23241.65 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.298, pruned_loss=0.07048, over 2466653.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.0572, over 7872.52 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.293, pruned_loss=0.05688, over 2479764.67 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06237, over 25078.96 utterances.], batch size: 32, lr: 3.62e-04
2022-08-27 04:05:23,940 INFO [train.py:927] (5/8) Epoch 10, batch 18350, giga_loss[loss=0.1983, simple_loss=0.2953, pruned_loss=0.05066, over 12437.00 frames. utt_duration=542 frames, utt_pad_proportion=0.03207, over 92.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2905, pruned_loss=0.05671, over 2478081.57 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06093, over 22921.47 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2981, pruned_loss=0.07055, over 2466917.54 frames. utt_duration=1256 frames, utt_pad_proportion=0.05635, over 7863.20 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2901, pruned_loss=0.05539, over 2479302.63 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06249, over 24653.85 utterances.], batch size: 92, lr: 3.62e-04
2022-08-27 04:07:24,774 INFO [train.py:927] (5/8) Epoch 10, batch 18400, giga_loss[loss=0.2063, simple_loss=0.2784, pruned_loss=0.06712, over 12398.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1011, over 257.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05767, over 2478498.23 frames. utt_duration=434.1 frames, utt_pad_proportion=0.05928, over 22902.14 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2974, pruned_loss=0.07023, over 2467141.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.05506, over 7806.73 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2921, pruned_loss=0.05643, over 2479681.59 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06106, over 24887.96 utterances.], batch size: 257, lr: 3.62e-04
2022-08-27 04:09:22,054 INFO [train.py:927] (5/8) Epoch 10, batch 18450, giga_loss[loss=0.2067, simple_loss=0.2965, pruned_loss=0.05848, over 12422.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04907, over 147.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2915, pruned_loss=0.05848, over 2478137.57 frames. utt_duration=427 frames, utt_pad_proportion=0.06055, over 23278.21 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.297, pruned_loss=0.07003, over 2466939.65 frames. utt_duration=1269 frames, utt_pad_proportion=0.0545, over 7785.74 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2918, pruned_loss=0.05752, over 2479430.38 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06207, over 25094.36 utterances.], batch size: 147, lr: 3.62e-04
2022-08-27 04:11:33,450 INFO [train.py:927] (5/8) Epoch 10, batch 18500, giga_loss[loss=0.209, simple_loss=0.3065, pruned_loss=0.05576, over 12403.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03821, over 40.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2928, pruned_loss=0.05873, over 2478742.38 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06489, over 24534.41 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2972, pruned_loss=0.07011, over 2467148.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05407, over 7777.89 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05782, over 2479681.52 frames. utt_duration=381.1 frames, utt_pad_proportion=0.0659, over 26108.94 utterances.], batch size: 40, lr: 3.62e-04
2022-08-27 04:13:52,925 INFO [train.py:927] (5/8) Epoch 10, batch 18550, giga_loss[loss=0.1796, simple_loss=0.2644, pruned_loss=0.04735, over 12269.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02236, over 54.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2919, pruned_loss=0.0584, over 2478843.52 frames. utt_duration=389.3 frames, utt_pad_proportion=0.0704, over 25546.75 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2971, pruned_loss=0.07009, over 2467396.10 frames. utt_duration=1272 frames, utt_pad_proportion=0.05337, over 7769.42 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.0575, over 2479572.47 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07108, over 27084.85 utterances.], batch size: 54, lr: 3.62e-04
2022-08-27 04:15:53,873 INFO [train.py:927] (5/8) Epoch 10, batch 18600, giga_loss[loss=0.1793, simple_loss=0.2657, pruned_loss=0.04643, over 12384.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.287, pruned_loss=0.05703, over 2478418.39 frames. utt_duration=388.2 frames, utt_pad_proportion=0.07121, over 25614.39 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2971, pruned_loss=0.07026, over 2467415.33 frames. utt_duration=1275 frames, utt_pad_proportion=0.0526, over 7747.28 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2869, pruned_loss=0.05594, over 2479180.41 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07198, over 27173.57 utterances.], batch size: 369, lr: 3.62e-04
2022-08-27 04:17:50,131 INFO [train.py:927] (5/8) Epoch 10, batch 18650, giga_loss[loss=0.1756, simple_loss=0.2691, pruned_loss=0.04105, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02574, over 66.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.287, pruned_loss=0.05698, over 2478074.05 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07092, over 25405.55 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07017, over 2466794.20 frames. utt_duration=1280 frames, utt_pad_proportion=0.05164, over 7716.90 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2868, pruned_loss=0.0559, over 2479467.86 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07189, over 27072.35 utterances.], batch size: 66, lr: 3.61e-04
2022-08-27 04:19:50,197 INFO [train.py:927] (5/8) Epoch 10, batch 18700, giga_loss[loss=0.1731, simple_loss=0.263, pruned_loss=0.04164, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03035, over 42.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2859, pruned_loss=0.05626, over 2477769.38 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07007, over 24774.71 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2965, pruned_loss=0.07009, over 2466591.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.05224, over 7741.23 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.286, pruned_loss=0.05517, over 2479330.75 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07086, over 26473.43 utterances.], batch size: 42, lr: 3.61e-04
2022-08-27 04:22:03,855 INFO [train.py:927] (5/8) Epoch 10, batch 18750, giga_loss[loss=0.1732, simple_loss=0.2786, pruned_loss=0.03393, over 12369.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02468, over 66.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2836, pruned_loss=0.05522, over 2476585.20 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07055, over 24519.49 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2962, pruned_loss=0.07013, over 2466165.78 frames. utt_duration=1281 frames, utt_pad_proportion=0.05131, over 7708.01 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2836, pruned_loss=0.05401, over 2478445.47 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07149, over 26279.15 utterances.], batch size: 66, lr: 3.61e-04
2022-08-27 04:24:13,119 INFO [train.py:927] (5/8) Epoch 10, batch 18800, giga_loss[loss=0.1917, simple_loss=0.2828, pruned_loss=0.05033, over 12431.00 frames. utt_duration=508.4 frames, utt_pad_proportion=0.03714, over 98.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2842, pruned_loss=0.05518, over 2476983.40 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07129, over 24590.27 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2965, pruned_loss=0.07019, over 2466250.27 frames. utt_duration=1282 frames, utt_pad_proportion=0.05039, over 7704.42 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2837, pruned_loss=0.05385, over 2478617.12 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07231, over 26348.96 utterances.], batch size: 98, lr: 3.61e-04
2022-08-27 04:26:09,103 INFO [train.py:927] (5/8) Epoch 10, batch 18850, giga_loss[loss=0.1848, simple_loss=0.2853, pruned_loss=0.04211, over 12406.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.0439, over 146.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2838, pruned_loss=0.05489, over 2477461.91 frames. utt_duration=395 frames, utt_pad_proportion=0.06928, over 25162.13 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2966, pruned_loss=0.07022, over 2466338.01 frames. utt_duration=1281 frames, utt_pad_proportion=0.05031, over 7711.90 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2833, pruned_loss=0.05377, over 2478713.18 frames. utt_duration=374 frames, utt_pad_proportion=0.07022, over 26598.01 utterances.], batch size: 146, lr: 3.61e-04
2022-08-27 04:28:08,839 INFO [train.py:927] (5/8) Epoch 10, batch 18900, giga_loss[loss=0.2392, simple_loss=0.3151, pruned_loss=0.0816, over 12410.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09672, over 256.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2871, pruned_loss=0.0554, over 2477953.81 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07257, over 25311.04 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2974, pruned_loss=0.07061, over 2466755.94 frames. utt_duration=1268 frames, utt_pad_proportion=0.05415, over 7789.44 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2857, pruned_loss=0.05382, over 2478833.11 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07234, over 26772.17 utterances.], batch size: 256, lr: 3.61e-04
2022-08-27 04:30:03,153 INFO [train.py:927] (5/8) Epoch 10, batch 18950, giga_loss[loss=0.1822, simple_loss=0.2704, pruned_loss=0.04698, over 12296.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.03445, over 51.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2889, pruned_loss=0.05631, over 2477779.46 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07263, over 25495.48 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2977, pruned_loss=0.07077, over 2466742.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05528, over 7855.39 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.05451, over 2478807.85 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07235, over 27098.73 utterances.], batch size: 51, lr: 3.61e-04
2022-08-27 04:32:03,966 INFO [train.py:927] (5/8) Epoch 10, batch 19000, giga_loss[loss=0.1882, simple_loss=0.2812, pruned_loss=0.04763, over 12407.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2875, pruned_loss=0.05557, over 2477771.45 frames. utt_duration=386.8 frames, utt_pad_proportion=0.0718, over 25704.65 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2978, pruned_loss=0.07089, over 2466715.21 frames. utt_duration=1247 frames, utt_pad_proportion=0.05929, over 7923.88 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.286, pruned_loss=0.0538, over 2478823.88 frames. utt_duration=365.4 frames, utt_pad_proportion=0.07073, over 27228.76 utterances.], batch size: 133, lr: 3.61e-04
2022-08-27 04:34:01,428 INFO [train.py:927] (5/8) Epoch 10, batch 19050, giga_loss[loss=0.1627, simple_loss=0.2571, pruned_loss=0.03409, over 12328.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03383, over 51.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.286, pruned_loss=0.05549, over 2476845.63 frames. utt_duration=388.2 frames, utt_pad_proportion=0.07398, over 25602.08 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2979, pruned_loss=0.07093, over 2466504.60 frames. utt_duration=1241 frames, utt_pad_proportion=0.05983, over 7962.32 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2845, pruned_loss=0.05371, over 2478117.34 frames. utt_duration=366 frames, utt_pad_proportion=0.07294, over 27169.02 utterances.], batch size: 51, lr: 3.61e-04
2022-08-27 04:36:04,108 INFO [train.py:927] (5/8) Epoch 10, batch 19100, giga_loss[loss=0.218, simple_loss=0.296, pruned_loss=0.06997, over 12367.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09528, over 255.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2865, pruned_loss=0.05561, over 2476923.17 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07278, over 25170.38 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.297, pruned_loss=0.07046, over 2466444.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.05901, over 7911.77 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2858, pruned_loss=0.05426, over 2478224.24 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07227, over 26857.86 utterances.], batch size: 255, lr: 3.61e-04
2022-08-27 04:37:57,317 INFO [train.py:927] (5/8) Epoch 10, batch 19150, giga_loss[loss=0.2244, simple_loss=0.3034, pruned_loss=0.07268, over 12377.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1812, over 359.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2885, pruned_loss=0.05714, over 2477220.05 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07294, over 24936.58 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2972, pruned_loss=0.07059, over 2467013.33 frames. utt_duration=1250 frames, utt_pad_proportion=0.05795, over 7906.34 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2875, pruned_loss=0.05555, over 2478031.03 frames. utt_duration=371.4 frames, utt_pad_proportion=0.0729, over 26772.68 utterances.], batch size: 359, lr: 3.61e-04
2022-08-27 04:39:57,320 INFO [train.py:927] (5/8) Epoch 10, batch 19200, giga_loss[loss=0.1867, simple_loss=0.2811, pruned_loss=0.04618, over 12478.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03388, over 98.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2912, pruned_loss=0.05807, over 2477322.73 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07235, over 25051.78 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2969, pruned_loss=0.07059, over 2466619.55 frames. utt_duration=1255 frames, utt_pad_proportion=0.05719, over 7871.46 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05656, over 2478500.90 frames. utt_duration=370.6 frames, utt_pad_proportion=0.0726, over 26841.14 utterances.], batch size: 98, lr: 3.61e-04
2022-08-27 04:42:14,309 INFO [train.py:927] (5/8) Epoch 10, batch 19250, giga_loss[loss=0.1973, simple_loss=0.2883, pruned_loss=0.05316, over 12424.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2898, pruned_loss=0.05769, over 2477311.21 frames. utt_duration=402.2 frames, utt_pad_proportion=0.0744, over 24710.24 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2964, pruned_loss=0.07034, over 2466805.79 frames. utt_duration=1262 frames, utt_pad_proportion=0.05547, over 7831.03 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2895, pruned_loss=0.05613, over 2478554.47 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07519, over 26972.01 utterances.], batch size: 133, lr: 3.61e-04
2022-08-27 04:44:09,276 INFO [train.py:927] (5/8) Epoch 10, batch 19300, giga_loss[loss=0.2245, simple_loss=0.2992, pruned_loss=0.07486, over 12387.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09861, over 256.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2888, pruned_loss=0.05727, over 2477523.80 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07546, over 25169.40 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2961, pruned_loss=0.07016, over 2467150.70 frames. utt_duration=1265 frames, utt_pad_proportion=0.05429, over 7812.27 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2886, pruned_loss=0.05582, over 2478488.35 frames. utt_duration=362.1 frames, utt_pad_proportion=0.07644, over 27466.91 utterances.], batch size: 256, lr: 3.61e-04
2022-08-27 04:46:14,407 INFO [train.py:927] (5/8) Epoch 10, batch 19350, giga_loss[loss=0.2286, simple_loss=0.3132, pruned_loss=0.07198, over 12360.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2872, pruned_loss=0.05716, over 2477540.79 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07583, over 25177.21 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2959, pruned_loss=0.0701, over 2467113.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.05359, over 7795.14 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.287, pruned_loss=0.05584, over 2478541.18 frames. utt_duration=363.8 frames, utt_pad_proportion=0.07689, over 27339.23 utterances.], batch size: 113, lr: 3.61e-04
2022-08-27 04:48:08,915 INFO [train.py:927] (5/8) Epoch 10, batch 19400, giga_loss[loss=0.1759, simple_loss=0.2757, pruned_loss=0.03806, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03906, over 133.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2875, pruned_loss=0.05669, over 2477418.07 frames. utt_duration=403 frames, utt_pad_proportion=0.07355, over 24664.83 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2966, pruned_loss=0.07055, over 2467500.20 frames. utt_duration=1265 frames, utt_pad_proportion=0.05248, over 7812.24 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2864, pruned_loss=0.05477, over 2478234.74 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07512, over 26991.62 utterances.], batch size: 133, lr: 3.61e-04
2022-08-27 04:50:06,124 INFO [train.py:927] (5/8) Epoch 10, batch 19450, giga_loss[loss=0.1953, simple_loss=0.2816, pruned_loss=0.05456, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2896, pruned_loss=0.05652, over 2477710.68 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07123, over 24295.32 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2969, pruned_loss=0.07065, over 2467432.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05128, over 7790.20 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2883, pruned_loss=0.0545, over 2478679.46 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0732, over 26645.35 utterances.], batch size: 48, lr: 3.61e-04
2022-08-27 04:52:10,426 INFO [train.py:927] (5/8) Epoch 10, batch 19500, giga_loss[loss=0.1982, simple_loss=0.2905, pruned_loss=0.053, over 12281.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.03584, over 51.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.29, pruned_loss=0.05636, over 2477789.52 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06855, over 23407.12 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.297, pruned_loss=0.07078, over 2467752.19 frames. utt_duration=1271 frames, utt_pad_proportion=0.05014, over 7772.63 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2886, pruned_loss=0.05425, over 2478563.14 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07085, over 25732.46 utterances.], batch size: 51, lr: 3.61e-04
2022-08-27 04:54:14,927 INFO [train.py:927] (5/8) Epoch 10, batch 19550, giga_loss[loss=0.1917, simple_loss=0.2888, pruned_loss=0.04728, over 12452.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03667, over 133.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2896, pruned_loss=0.05637, over 2478124.35 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07081, over 24351.65 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2964, pruned_loss=0.07061, over 2467973.09 frames. utt_duration=1276 frames, utt_pad_proportion=0.0495, over 7745.80 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05446, over 2478812.18 frames. utt_duration=373.4 frames, utt_pad_proportion=0.0727, over 26637.77 utterances.], batch size: 133, lr: 3.61e-04
2022-08-27 04:56:28,861 INFO [train.py:927] (5/8) Epoch 10, batch 19600, giga_loss[loss=0.2093, simple_loss=0.3117, pruned_loss=0.05351, over 12466.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03439, over 105.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2903, pruned_loss=0.05605, over 2477930.76 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07039, over 25154.58 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2962, pruned_loss=0.07054, over 2467762.93 frames. utt_duration=1278 frames, utt_pad_proportion=0.04914, over 7733.38 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2898, pruned_loss=0.0545, over 2478718.50 frames. utt_duration=367.1 frames, utt_pad_proportion=0.072, over 27092.96 utterances.], batch size: 105, lr: 3.61e-04
2022-08-27 04:58:47,794 INFO [train.py:927] (5/8) Epoch 10, batch 19650, giga_loss[loss=0.1858, simple_loss=0.289, pruned_loss=0.04129, over 12441.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05649, over 182.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2921, pruned_loss=0.05672, over 2477303.02 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0699, over 24940.85 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2964, pruned_loss=0.07056, over 2467419.99 frames. utt_duration=1282 frames, utt_pad_proportion=0.04874, over 7708.50 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2915, pruned_loss=0.05529, over 2478345.17 frames. utt_duration=372.1 frames, utt_pad_proportion=0.0714, over 26724.19 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 05:01:06,746 INFO [train.py:927] (5/8) Epoch 10, batch 19700, giga_loss[loss=0.1576, simple_loss=0.25, pruned_loss=0.03262, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04642, over 34.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2911, pruned_loss=0.05666, over 2476895.38 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07027, over 24637.53 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2965, pruned_loss=0.07071, over 2467184.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.05262, over 7771.08 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2904, pruned_loss=0.05503, over 2478162.81 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07054, over 26394.52 utterances.], batch size: 34, lr: 3.61e-04
2022-08-27 05:03:05,226 INFO [train.py:927] (5/8) Epoch 10, batch 19750, giga_loss[loss=0.1776, simple_loss=0.2749, pruned_loss=0.0401, over 12396.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06052, over 182.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2898, pruned_loss=0.05533, over 2477178.23 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07033, over 24503.87 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2962, pruned_loss=0.07045, over 2467346.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.05204, over 7781.42 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2893, pruned_loss=0.05387, over 2478316.91 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07086, over 26367.15 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 05:05:02,052 INFO [train.py:927] (5/8) Epoch 10, batch 19800, giga_loss[loss=0.177, simple_loss=0.2768, pruned_loss=0.03864, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2922, pruned_loss=0.05615, over 2477760.38 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06836, over 24400.48 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2964, pruned_loss=0.07058, over 2467488.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05226, over 7800.39 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2916, pruned_loss=0.0546, over 2478723.91 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06897, over 26178.38 utterances.], batch size: 70, lr: 3.61e-04
2022-08-27 05:06:52,836 INFO [train.py:927] (5/8) Epoch 10, batch 19850, giga_loss[loss=0.1796, simple_loss=0.2764, pruned_loss=0.04138, over 12360.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03269, over 104.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2909, pruned_loss=0.05611, over 2477572.30 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06574, over 24226.90 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2963, pruned_loss=0.0705, over 2467228.29 frames. utt_duration=1269 frames, utt_pad_proportion=0.05166, over 7785.44 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2905, pruned_loss=0.05476, over 2478699.75 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0666, over 25874.05 utterances.], batch size: 104, lr: 3.61e-04
2022-08-27 05:08:45,656 INFO [train.py:927] (5/8) Epoch 10, batch 19900, giga_loss[loss=0.2356, simple_loss=0.3256, pruned_loss=0.07284, over 12231.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03193, over 42.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05756, over 2477730.87 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06434, over 24271.45 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2966, pruned_loss=0.07059, over 2467321.16 frames. utt_duration=1271 frames, utt_pad_proportion=0.05105, over 7771.74 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2927, pruned_loss=0.05624, over 2478677.82 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06533, over 25810.47 utterances.], batch size: 42, lr: 3.61e-04
2022-08-27 05:10:30,292 INFO [train.py:927] (5/8) Epoch 10, batch 19950, giga_loss[loss=0.2263, simple_loss=0.3081, pruned_loss=0.07222, over 12406.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03115, over 80.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.3, pruned_loss=0.06132, over 2477388.62 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06644, over 23101.05 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2966, pruned_loss=0.07066, over 2467370.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05144, over 7783.62 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2995, pruned_loss=0.05996, over 2478335.24 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06716, over 24687.66 utterances.], batch size: 80, lr: 3.61e-04
2022-08-27 05:12:15,179 INFO [train.py:927] (5/8) Epoch 10, batch 20000, giga_loss[loss=0.2037, simple_loss=0.2883, pruned_loss=0.05949, over 12357.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04047, over 145.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2978, pruned_loss=0.06152, over 2476108.44 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06912, over 22669.56 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2961, pruned_loss=0.07046, over 2466949.50 frames. utt_duration=1275 frames, utt_pad_proportion=0.05081, over 7751.18 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.06046, over 2477393.71 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06983, over 24231.73 utterances.], batch size: 145, lr: 3.61e-04
2022-08-27 05:13:56,384 INFO [train.py:927] (5/8) Epoch 10, batch 20050, giga_loss[loss=0.2003, simple_loss=0.2633, pruned_loss=0.06868, over 12359.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1948, over 365.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2917, pruned_loss=0.06007, over 2474960.80 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07181, over 22403.74 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2963, pruned_loss=0.07062, over 2467010.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05402, over 7809.81 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2916, pruned_loss=0.05887, over 2476123.56 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07149, over 23924.04 utterances.], batch size: 365, lr: 3.61e-04
2022-08-27 05:15:35,731 INFO [train.py:927] (5/8) Epoch 10, batch 20100, giga_loss[loss=0.1547, simple_loss=0.2383, pruned_loss=0.03556, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04489, over 146.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2839, pruned_loss=0.05731, over 2473870.61 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07254, over 21612.57 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2961, pruned_loss=0.07057, over 2467174.91 frames. utt_duration=1269 frames, utt_pad_proportion=0.05303, over 7783.77 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2838, pruned_loss=0.05615, over 2474801.18 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07265, over 23166.83 utterances.], batch size: 146, lr: 3.60e-04
2022-08-27 05:17:15,322 INFO [train.py:927] (5/8) Epoch 10, batch 20150, giga_loss[loss=0.1522, simple_loss=0.2373, pruned_loss=0.03353, over 12205.00 frames. utt_duration=1879 frames, utt_pad_proportion=0.05667, over 26.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2784, pruned_loss=0.0554, over 2473422.16 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06744, over 20081.44 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2962, pruned_loss=0.07063, over 2467477.85 frames. utt_duration=1274 frames, utt_pad_proportion=0.05165, over 7756.59 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2778, pruned_loss=0.05394, over 2474092.78 frames. utt_duration=455.7 frames, utt_pad_proportion=0.06851, over 21784.12 utterances.], batch size: 26, lr: 3.60e-04
2022-08-27 05:18:56,332 INFO [train.py:927] (5/8) Epoch 10, batch 20200, giga_loss[loss=0.1613, simple_loss=0.248, pruned_loss=0.0373, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03034, over 70.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2743, pruned_loss=0.0539, over 2473616.11 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06529, over 19164.54 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2966, pruned_loss=0.07086, over 2467760.51 frames. utt_duration=1261 frames, utt_pad_proportion=0.05483, over 7835.26 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2729, pruned_loss=0.0522, over 2474043.08 frames. utt_duration=479 frames, utt_pad_proportion=0.06546, over 20720.45 utterances.], batch size: 70, lr: 3.60e-04
2022-08-27 05:20:39,415 INFO [train.py:927] (5/8) Epoch 10, batch 20250, giga_loss[loss=0.1631, simple_loss=0.2373, pruned_loss=0.04443, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03528, over 37.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.2693, pruned_loss=0.05197, over 2473938.08 frames. utt_duration=524.1 frames, utt_pad_proportion=0.0635, over 18931.87 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.296, pruned_loss=0.07048, over 2468012.07 frames. utt_duration=1266 frames, utt_pad_proportion=0.05421, over 7805.77 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.2683, pruned_loss=0.05064, over 2474173.14 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06402, over 20393.28 utterances.], batch size: 37, lr: 3.60e-04
2022-08-27 05:22:22,000 INFO [train.py:927] (5/8) Epoch 10, batch 20300, giga_loss[loss=0.1498, simple_loss=0.2384, pruned_loss=0.03061, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.265, pruned_loss=0.05034, over 2474205.03 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06254, over 19164.46 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2957, pruned_loss=0.07031, over 2468074.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05367, over 7777.82 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2642, pruned_loss=0.04919, over 2474404.65 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06324, over 20492.83 utterances.], batch size: 146, lr: 3.60e-04
2022-08-27 05:24:04,508 INFO [train.py:927] (5/8) Epoch 10, batch 20350, giga_loss[loss=0.1714, simple_loss=0.2466, pruned_loss=0.04809, over 12463.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02993, over 55.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2593, pruned_loss=0.04788, over 2474729.47 frames. utt_duration=529 frames, utt_pad_proportion=0.06065, over 18763.80 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2958, pruned_loss=0.07026, over 2467921.04 frames. utt_duration=1273 frames, utt_pad_proportion=0.05306, over 7764.21 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.2581, pruned_loss=0.04672, over 2475123.85 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06159, over 19981.72 utterances.], batch size: 55, lr: 3.60e-04
2022-08-27 05:25:48,414 INFO [train.py:927] (5/8) Epoch 10, batch 20400, giga_loss[loss=0.2495, simple_loss=0.3287, pruned_loss=0.08518, over 12385.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03823, over 145.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.2649, pruned_loss=0.05118, over 2475315.72 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06321, over 19112.99 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2958, pruned_loss=0.07022, over 2468141.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.0522, over 7756.06 utterances.], giga_tot_loss[loss=0.1814, simple_loss=0.2631, pruned_loss=0.0498, over 2475599.51 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06424, over 20367.24 utterances.], batch size: 145, lr: 3.60e-04
2022-08-27 05:27:32,095 INFO [train.py:927] (5/8) Epoch 10, batch 20450, libri_loss[loss=0.2299, simple_loss=0.3064, pruned_loss=0.07671, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00561, over 34.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2749, pruned_loss=0.05565, over 2475301.44 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05928, over 18406.41 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2958, pruned_loss=0.07034, over 2468476.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.05042, over 7743.95 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2723, pruned_loss=0.05367, over 2475584.86 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06117, over 19947.74 utterances.], batch size: 34, lr: 3.60e-04
2022-08-27 05:29:15,682 INFO [train.py:927] (5/8) Epoch 10, batch 20500, giga_loss[loss=0.1946, simple_loss=0.2883, pruned_loss=0.05046, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2815, pruned_loss=0.0579, over 2474296.80 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05664, over 17792.68 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2957, pruned_loss=0.07037, over 2468483.80 frames. utt_duration=1281 frames, utt_pad_proportion=0.0497, over 7719.20 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2793, pruned_loss=0.05606, over 2474610.87 frames. utt_duration=516.5 frames, utt_pad_proportion=0.05869, over 19218.66 utterances.], batch size: 70, lr: 3.60e-04
2022-08-27 05:30:59,133 INFO [train.py:927] (5/8) Epoch 10, batch 20550, giga_loss[loss=0.1975, simple_loss=0.2781, pruned_loss=0.05844, over 12465.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03291, over 86.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2859, pruned_loss=0.05915, over 2475281.97 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05452, over 17674.30 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2955, pruned_loss=0.07028, over 2468537.80 frames. utt_duration=1283 frames, utt_pad_proportion=0.04915, over 7703.52 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2841, pruned_loss=0.05762, over 2475557.46 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05652, over 18945.17 utterances.], batch size: 86, lr: 3.60e-04
2022-08-27 05:32:41,484 INFO [train.py:927] (5/8) Epoch 10, batch 20600, giga_loss[loss=0.2167, simple_loss=0.3014, pruned_loss=0.06604, over 12344.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03304, over 51.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2893, pruned_loss=0.06106, over 2474096.74 frames. utt_duration=579 frames, utt_pad_proportion=0.05613, over 17137.55 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2954, pruned_loss=0.07007, over 2468367.19 frames. utt_duration=1287 frames, utt_pad_proportion=0.04803, over 7679.34 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2877, pruned_loss=0.05968, over 2474647.48 frames. utt_duration=537 frames, utt_pad_proportion=0.05815, over 18484.77 utterances.], batch size: 51, lr: 3.60e-04
2022-08-27 05:34:24,294 INFO [train.py:927] (5/8) Epoch 10, batch 20650, giga_loss[loss=0.2342, simple_loss=0.331, pruned_loss=0.0687, over 12386.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04634, over 31.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2942, pruned_loss=0.06314, over 2473510.31 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05884, over 17636.11 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2951, pruned_loss=0.06979, over 2468151.43 frames. utt_duration=1291 frames, utt_pad_proportion=0.04734, over 7654.98 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2932, pruned_loss=0.06217, over 2474262.06 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06059, over 18917.59 utterances.], batch size: 31, lr: 3.60e-04
2022-08-27 05:36:08,103 INFO [train.py:927] (5/8) Epoch 10, batch 20700, giga_loss[loss=0.1841, simple_loss=0.2821, pruned_loss=0.04307, over 12340.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03446, over 62.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2977, pruned_loss=0.06451, over 2473710.86 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06615, over 18135.78 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2953, pruned_loss=0.06988, over 2468437.74 frames. utt_duration=1293 frames, utt_pad_proportion=0.04606, over 7648.14 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.06348, over 2474234.01 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06771, over 19495.68 utterances.], batch size: 62, lr: 3.60e-04
2022-08-27 05:37:57,991 INFO [train.py:927] (5/8) Epoch 10, batch 20750, giga_loss[loss=0.2356, simple_loss=0.3159, pruned_loss=0.0776, over 12371.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07504, over 212.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2989, pruned_loss=0.06407, over 2473553.15 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06199, over 17473.41 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2947, pruned_loss=0.06962, over 2468180.92 frames. utt_duration=1294 frames, utt_pad_proportion=0.04559, over 7640.41 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2988, pruned_loss=0.06334, over 2474380.93 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06391, over 18844.22 utterances.], batch size: 212, lr: 3.60e-04
2022-08-27 05:39:40,204 INFO [train.py:927] (5/8) Epoch 10, batch 20800, giga_loss[loss=0.2113, simple_loss=0.296, pruned_loss=0.06328, over 12347.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03284, over 58.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2991, pruned_loss=0.06361, over 2473386.08 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06512, over 17245.53 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2947, pruned_loss=0.06967, over 2467872.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04919, over 7690.10 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2991, pruned_loss=0.06276, over 2474533.17 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06556, over 18672.91 utterances.], batch size: 58, lr: 3.60e-04
2022-08-27 05:41:25,666 INFO [train.py:927] (5/8) Epoch 10, batch 20850, libri_loss[loss=0.2236, simple_loss=0.3041, pruned_loss=0.07158, over 12458.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009883, over 39.00 utterances.], tot_loss[loss=0.216, simple_loss=0.301, pruned_loss=0.06556, over 2473632.41 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06381, over 16716.83 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2948, pruned_loss=0.06955, over 2467895.47 frames. utt_duration=1290 frames, utt_pad_proportion=0.04833, over 7661.17 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.301, pruned_loss=0.06486, over 2474668.43 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06472, over 18094.94 utterances.], batch size: 39, lr: 3.60e-04
2022-08-27 05:43:05,044 INFO [train.py:927] (5/8) Epoch 10, batch 20900, giga_loss[loss=0.2108, simple_loss=0.2944, pruned_loss=0.06364, over 12361.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3022, pruned_loss=0.06744, over 2473438.54 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06306, over 16915.50 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2952, pruned_loss=0.06978, over 2468165.53 frames. utt_duration=1286 frames, utt_pad_proportion=0.04878, over 7684.12 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.302, pruned_loss=0.06665, over 2474094.38 frames. utt_duration=548 frames, utt_pad_proportion=0.06376, over 18108.85 utterances.], batch size: 85, lr: 3.60e-04
2022-08-27 05:44:45,157 INFO [train.py:927] (5/8) Epoch 10, batch 20950, giga_loss[loss=0.2297, simple_loss=0.2981, pruned_loss=0.08064, over 12324.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03505, over 51.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3008, pruned_loss=0.06721, over 2473392.51 frames. utt_duration=588.5 frames, utt_pad_proportion=0.06102, over 16854.97 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2949, pruned_loss=0.06954, over 2467975.77 frames. utt_duration=1287 frames, utt_pad_proportion=0.04854, over 7678.43 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3011, pruned_loss=0.0667, over 2474280.25 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06198, over 18119.48 utterances.], batch size: 51, lr: 3.60e-04
2022-08-27 05:46:27,659 INFO [train.py:927] (5/8) Epoch 10, batch 21000, giga_loss[loss=0.2031, simple_loss=0.2899, pruned_loss=0.05813, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2997, pruned_loss=0.06622, over 2473373.25 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05708, over 16799.14 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2948, pruned_loss=0.0694, over 2468008.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.04833, over 7668.64 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3002, pruned_loss=0.06592, over 2474103.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05818, over 17883.04 utterances.], batch size: 45, lr: 3.60e-04
2022-08-27 05:46:27,661 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 05:46:41,978 INFO [train.py:967] (5/8) 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 05:48:25,779 INFO [train.py:927] (5/8) Epoch 10, batch 21050, giga_loss[loss=0.1931, simple_loss=0.2777, pruned_loss=0.05418, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02873, over 70.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2962, pruned_loss=0.06509, over 2473972.90 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06729, over 17585.58 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.295, pruned_loss=0.06955, over 2468351.25 frames. utt_duration=1277 frames, utt_pad_proportion=0.05211, over 7742.86 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2964, pruned_loss=0.06459, over 2474418.88 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06637, over 18700.32 utterances.], batch size: 70, lr: 3.60e-04
2022-08-27 05:50:08,544 INFO [train.py:927] (5/8) Epoch 10, batch 21100, giga_loss[loss=0.1856, simple_loss=0.2602, pruned_loss=0.05547, over 12127.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04255, over 33.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2925, pruned_loss=0.06405, over 2474398.66 frames. utt_duration=535.3 frames, utt_pad_proportion=0.07188, over 18541.00 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2956, pruned_loss=0.07001, over 2468458.24 frames. utt_duration=1258 frames, utt_pad_proportion=0.05747, over 7857.83 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2921, pruned_loss=0.06313, over 2474771.44 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06939, over 19563.68 utterances.], batch size: 33, lr: 3.60e-04
2022-08-27 05:51:49,798 INFO [train.py:927] (5/8) Epoch 10, batch 21150, giga_loss[loss=0.179, simple_loss=0.2724, pruned_loss=0.04278, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03049, over 75.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2917, pruned_loss=0.06356, over 2474102.62 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06672, over 17584.25 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.296, pruned_loss=0.07039, over 2468962.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.05652, over 7862.95 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2909, pruned_loss=0.06221, over 2474179.53 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06546, over 18836.55 utterances.], batch size: 75, lr: 3.60e-04
2022-08-27 05:53:32,582 INFO [train.py:927] (5/8) Epoch 10, batch 21200, libri_loss[loss=0.209, simple_loss=0.2813, pruned_loss=0.06839, over 12278.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00701, over 32.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2903, pruned_loss=0.06342, over 2473698.22 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06648, over 17148.26 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2958, pruned_loss=0.07031, over 2468908.63 frames. utt_duration=1262 frames, utt_pad_proportion=0.0555, over 7834.25 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2897, pruned_loss=0.06217, over 2473963.22 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06597, over 18492.03 utterances.], batch size: 32, lr: 3.60e-04
2022-08-27 05:55:12,189 INFO [train.py:927] (5/8) Epoch 10, batch 21250, giga_loss[loss=0.1866, simple_loss=0.268, pruned_loss=0.05255, over 12384.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.0436, over 31.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2862, pruned_loss=0.0615, over 2473416.76 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06118, over 16707.35 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2955, pruned_loss=0.0702, over 2468416.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05492, over 7810.87 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2859, pruned_loss=0.06051, over 2474115.20 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06136, over 17908.97 utterances.], batch size: 31, lr: 3.60e-04
2022-08-27 05:56:54,376 INFO [train.py:927] (5/8) Epoch 10, batch 21300, giga_loss[loss=0.1783, simple_loss=0.2537, pruned_loss=0.05143, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03017, over 42.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2837, pruned_loss=0.06091, over 2473301.79 frames. utt_duration=615.4 frames, utt_pad_proportion=0.06102, over 16115.77 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2957, pruned_loss=0.07032, over 2468610.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.05847, over 7901.42 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2829, pruned_loss=0.05972, over 2473832.63 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05991, over 17274.14 utterances.], batch size: 42, lr: 3.60e-04
2022-08-27 05:58:35,551 INFO [train.py:927] (5/8) Epoch 10, batch 21350, giga_loss[loss=0.2249, simple_loss=0.2918, pruned_loss=0.07902, over 12437.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2801, pruned_loss=0.05915, over 2472979.91 frames. utt_duration=633.7 frames, utt_pad_proportion=0.05644, over 15647.73 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2958, pruned_loss=0.07028, over 2468446.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.05834, over 7902.34 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2793, pruned_loss=0.05816, over 2473589.14 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05585, over 16629.65 utterances.], batch size: 80, lr: 3.60e-04
2022-08-27 06:00:15,325 INFO [train.py:927] (5/8) Epoch 10, batch 21400, giga_loss[loss=0.23, simple_loss=0.291, pruned_loss=0.08445, over 12157.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03714, over 28.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2781, pruned_loss=0.05878, over 2471910.30 frames. utt_duration=670.8 frames, utt_pad_proportion=0.05305, over 14774.07 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2957, pruned_loss=0.07025, over 2468095.67 frames. utt_duration=1259 frames, utt_pad_proportion=0.05613, over 7848.13 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2767, pruned_loss=0.05746, over 2472914.74 frames. utt_duration=620.2 frames, utt_pad_proportion=0.05369, over 15988.76 utterances.], batch size: 28, lr: 3.60e-04
2022-08-27 06:01:55,721 INFO [train.py:927] (5/8) Epoch 10, batch 21450, giga_loss[loss=0.2046, simple_loss=0.295, pruned_loss=0.0571, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02965, over 70.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.278, pruned_loss=0.05976, over 2473152.85 frames. utt_duration=665.6 frames, utt_pad_proportion=0.0529, over 14897.03 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2966, pruned_loss=0.0714, over 2468469.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.05529, over 7844.25 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2758, pruned_loss=0.05754, over 2473692.07 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05379, over 15989.46 utterances.], batch size: 70, lr: 3.60e-04
2022-08-27 06:03:38,976 INFO [train.py:927] (5/8) Epoch 10, batch 21500, giga_loss[loss=0.1959, simple_loss=0.2789, pruned_loss=0.05646, over 12463.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2815, pruned_loss=0.06184, over 2472677.02 frames. utt_duration=624.3 frames, utt_pad_proportion=0.06128, over 15881.46 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2966, pruned_loss=0.07149, over 2468249.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05508, over 7842.28 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2794, pruned_loss=0.05975, over 2473402.03 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06161, over 16921.90 utterances.], batch size: 75, lr: 3.59e-04
2022-08-27 06:05:18,320 INFO [train.py:927] (5/8) Epoch 10, batch 21550, giga_loss[loss=0.2159, simple_loss=0.3084, pruned_loss=0.06171, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2875, pruned_loss=0.06487, over 2472234.00 frames. utt_duration=614.8 frames, utt_pad_proportion=0.0591, over 16122.99 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2965, pruned_loss=0.07127, over 2468228.72 frames. utt_duration=1264 frames, utt_pad_proportion=0.05369, over 7817.37 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2856, pruned_loss=0.06313, over 2472943.79 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06015, over 17234.80 utterances.], batch size: 161, lr: 3.59e-04
2022-08-27 06:06:58,810 INFO [train.py:927] (5/8) Epoch 10, batch 21600, giga_loss[loss=0.2248, simple_loss=0.3157, pruned_loss=0.06693, over 12319.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03593, over 62.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2924, pruned_loss=0.06599, over 2471683.14 frames. utt_duration=620.8 frames, utt_pad_proportion=0.05519, over 15964.60 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2962, pruned_loss=0.07112, over 2468276.89 frames. utt_duration=1264 frames, utt_pad_proportion=0.05363, over 7819.25 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2911, pruned_loss=0.06469, over 2472224.74 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05628, over 16907.93 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:08:40,939 INFO [train.py:927] (5/8) Epoch 10, batch 21650, giga_loss[loss=0.1964, simple_loss=0.2962, pruned_loss=0.04828, over 12355.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2979, pruned_loss=0.06782, over 2471367.48 frames. utt_duration=593.7 frames, utt_pad_proportion=0.0591, over 16691.81 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2961, pruned_loss=0.07113, over 2468132.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05304, over 7800.07 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2968, pruned_loss=0.06673, over 2471959.39 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06002, over 17573.68 utterances.], batch size: 66, lr: 3.59e-04
2022-08-27 06:10:20,842 INFO [train.py:927] (5/8) Epoch 10, batch 21700, giga_loss[loss=0.1988, simple_loss=0.2944, pruned_loss=0.05164, over 12253.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02755, over 54.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.297, pruned_loss=0.06631, over 2471433.13 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06399, over 17374.71 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2963, pruned_loss=0.07117, over 2468138.64 frames. utt_duration=1256 frames, utt_pad_proportion=0.05681, over 7870.56 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.296, pruned_loss=0.06525, over 2472002.94 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06306, over 18323.29 utterances.], batch size: 54, lr: 3.59e-04
2022-08-27 06:11:59,435 INFO [train.py:927] (5/8) Epoch 10, batch 21750, giga_loss[loss=0.257, simple_loss=0.3248, pruned_loss=0.09465, over 12351.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.103, over 257.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2986, pruned_loss=0.06665, over 2472094.85 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06559, over 18565.56 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2966, pruned_loss=0.07136, over 2468455.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05591, over 7863.16 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2975, pruned_loss=0.06554, over 2472308.24 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06518, over 19514.93 utterances.], batch size: 257, lr: 3.59e-04
2022-08-27 06:13:40,554 INFO [train.py:927] (5/8) Epoch 10, batch 21800, giga_loss[loss=0.2326, simple_loss=0.3155, pruned_loss=0.07491, over 12441.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04386, over 134.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3002, pruned_loss=0.06721, over 2472326.51 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06357, over 18452.72 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2964, pruned_loss=0.0711, over 2468414.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05566, over 7852.62 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2997, pruned_loss=0.06642, over 2472683.22 frames. utt_duration=506.7 frames, utt_pad_proportion=0.0636, over 19576.42 utterances.], batch size: 134, lr: 3.59e-04
2022-08-27 06:15:24,880 INFO [train.py:927] (5/8) Epoch 10, batch 21850, giga_loss[loss=0.2126, simple_loss=0.3024, pruned_loss=0.06146, over 12355.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3022, pruned_loss=0.06847, over 2472689.14 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06216, over 18219.74 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2969, pruned_loss=0.07141, over 2468258.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.0558, over 7867.56 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3014, pruned_loss=0.06751, over 2473154.41 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06227, over 19274.68 utterances.], batch size: 58, lr: 3.59e-04
2022-08-27 06:17:08,015 INFO [train.py:927] (5/8) Epoch 10, batch 21900, giga_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07954, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03423, over 105.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3038, pruned_loss=0.06975, over 2473245.98 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06689, over 18687.88 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2973, pruned_loss=0.07167, over 2468399.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.0595, over 7933.50 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3029, pruned_loss=0.06876, over 2473523.03 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06553, over 19559.48 utterances.], batch size: 105, lr: 3.59e-04
2022-08-27 06:18:46,556 INFO [train.py:927] (5/8) Epoch 10, batch 21950, giga_loss[loss=0.2402, simple_loss=0.3218, pruned_loss=0.0793, over 12471.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04183, over 31.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3043, pruned_loss=0.0696, over 2472014.72 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06474, over 17828.54 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2973, pruned_loss=0.07155, over 2468159.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.0585, over 7927.42 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3037, pruned_loss=0.06886, over 2472531.70 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06417, over 18761.13 utterances.], batch size: 31, lr: 3.59e-04
2022-08-27 06:20:28,527 INFO [train.py:927] (5/8) Epoch 10, batch 22000, giga_loss[loss=0.23, simple_loss=0.3036, pruned_loss=0.07819, over 12462.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03188, over 86.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3048, pruned_loss=0.06904, over 2472070.04 frames. utt_duration=579.1 frames, utt_pad_proportion=0.0597, over 17118.86 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2974, pruned_loss=0.07154, over 2468161.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05783, over 7920.52 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3044, pruned_loss=0.06844, over 2472526.71 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05973, over 17992.59 utterances.], batch size: 86, lr: 3.59e-04
2022-08-27 06:22:11,310 INFO [train.py:927] (5/8) Epoch 10, batch 22050, giga_loss[loss=0.1873, simple_loss=0.2733, pruned_loss=0.05064, over 12287.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03184, over 51.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.06921, over 2471842.75 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06004, over 16853.25 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2975, pruned_loss=0.07137, over 2468019.81 frames. utt_duration=1253 frames, utt_pad_proportion=0.05654, over 7885.23 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3038, pruned_loss=0.06884, over 2472478.73 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06065, over 17844.39 utterances.], batch size: 51, lr: 3.59e-04
2022-08-27 06:23:53,224 INFO [train.py:927] (5/8) Epoch 10, batch 22100, giga_loss[loss=0.2397, simple_loss=0.3297, pruned_loss=0.07488, over 12329.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03139, over 70.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3035, pruned_loss=0.0693, over 2471516.52 frames. utt_duration=614.5 frames, utt_pad_proportion=0.0592, over 16127.82 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2976, pruned_loss=0.07121, over 2467976.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.05586, over 7876.58 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3034, pruned_loss=0.06912, over 2472120.65 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06008, over 17082.63 utterances.], batch size: 70, lr: 3.59e-04
2022-08-27 06:25:35,788 INFO [train.py:927] (5/8) Epoch 10, batch 22150, giga_loss[loss=0.211, simple_loss=0.2969, pruned_loss=0.0625, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03355, over 62.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3042, pruned_loss=0.06966, over 2471147.78 frames. utt_duration=625.9 frames, utt_pad_proportion=0.05831, over 15830.05 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2981, pruned_loss=0.07164, over 2467912.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.05953, over 7958.47 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3037, pruned_loss=0.06905, over 2471777.01 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05746, over 16736.85 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:27:20,057 INFO [train.py:927] (5/8) Epoch 10, batch 22200, giga_loss[loss=0.2154, simple_loss=0.2971, pruned_loss=0.06683, over 12322.00 frames. utt_duration=914 frames, utt_pad_proportion=0.02346, over 54.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3034, pruned_loss=0.06917, over 2470589.89 frames. utt_duration=623.6 frames, utt_pad_proportion=0.06156, over 15886.29 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2979, pruned_loss=0.07154, over 2467941.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.05891, over 7935.19 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3034, pruned_loss=0.06875, over 2471091.40 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06101, over 16730.92 utterances.], batch size: 54, lr: 3.59e-04
2022-08-27 06:29:04,740 INFO [train.py:927] (5/8) Epoch 10, batch 22250, libri_loss[loss=0.2322, simple_loss=0.3101, pruned_loss=0.07712, over 12394.00 frames. utt_duration=954.8 frames, utt_pad_proportion=0.07752, over 52.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3009, pruned_loss=0.06821, over 2471221.79 frames. utt_duration=642 frames, utt_pad_proportion=0.05764, over 15432.73 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2979, pruned_loss=0.0716, over 2468043.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.05884, over 7960.77 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3009, pruned_loss=0.06777, over 2471586.74 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05741, over 16251.70 utterances.], batch size: 52, lr: 3.59e-04
2022-08-27 06:30:43,153 INFO [train.py:927] (5/8) Epoch 10, batch 22300, libri_loss[loss=0.2466, simple_loss=0.3261, pruned_loss=0.08353, over 12372.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02489, over 43.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2993, pruned_loss=0.06793, over 2471250.50 frames. utt_duration=623.5 frames, utt_pad_proportion=0.05988, over 15891.38 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2977, pruned_loss=0.07155, over 2467705.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.05812, over 7951.50 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2995, pruned_loss=0.06745, over 2472029.84 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05999, over 16904.20 utterances.], batch size: 43, lr: 3.59e-04
2022-08-27 06:32:23,900 INFO [train.py:927] (5/8) Epoch 10, batch 22350, giga_loss[loss=0.2776, simple_loss=0.3411, pruned_loss=0.1071, over 12355.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2981, pruned_loss=0.0678, over 2471341.91 frames. utt_duration=640.5 frames, utt_pad_proportion=0.05899, over 15469.92 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2975, pruned_loss=0.07146, over 2467692.45 frames. utt_duration=1236 frames, utt_pad_proportion=0.06052, over 7994.52 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2986, pruned_loss=0.06727, over 2472231.55 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05821, over 16763.27 utterances.], batch size: 258, lr: 3.59e-04
2022-08-27 06:34:06,133 INFO [train.py:927] (5/8) Epoch 10, batch 22400, giga_loss[loss=0.19, simple_loss=0.2748, pruned_loss=0.05258, over 12384.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03093, over 62.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2952, pruned_loss=0.06635, over 2471292.04 frames. utt_duration=661.6 frames, utt_pad_proportion=0.05955, over 14975.96 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.298, pruned_loss=0.07187, over 2467604.21 frames. utt_duration=1213 frames, utt_pad_proportion=0.06819, over 8144.51 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2951, pruned_loss=0.0654, over 2472211.74 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05532, over 16138.32 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:35:48,734 INFO [train.py:927] (5/8) Epoch 10, batch 22450, giga_loss[loss=0.171, simple_loss=0.2516, pruned_loss=0.04519, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03397, over 30.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2913, pruned_loss=0.0649, over 2470697.41 frames. utt_duration=659.7 frames, utt_pad_proportion=0.06009, over 15014.85 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2978, pruned_loss=0.0718, over 2467663.19 frames. utt_duration=1215 frames, utt_pad_proportion=0.06797, over 8133.79 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2914, pruned_loss=0.06418, over 2471383.88 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05679, over 15959.86 utterances.], batch size: 30, lr: 3.59e-04
2022-08-27 06:37:27,587 INFO [train.py:927] (5/8) Epoch 10, batch 22500, giga_loss[loss=0.1843, simple_loss=0.2606, pruned_loss=0.05398, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03677, over 37.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2911, pruned_loss=0.06373, over 2471560.72 frames. utt_duration=624.3 frames, utt_pad_proportion=0.05822, over 15873.31 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2978, pruned_loss=0.07182, over 2467808.88 frames. utt_duration=1215 frames, utt_pad_proportion=0.06769, over 8133.12 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2912, pruned_loss=0.06312, over 2471974.64 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05594, over 16650.51 utterances.], batch size: 37, lr: 3.59e-04
2022-08-27 06:39:09,193 INFO [train.py:927] (5/8) Epoch 10, batch 22550, giga_loss[loss=0.2245, simple_loss=0.3122, pruned_loss=0.06843, over 12447.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03553, over 105.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2941, pruned_loss=0.06469, over 2472358.24 frames. utt_duration=576 frames, utt_pad_proportion=0.06388, over 17215.32 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2982, pruned_loss=0.07186, over 2467810.36 frames. utt_duration=1221 frames, utt_pad_proportion=0.06624, over 8094.45 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2936, pruned_loss=0.06397, over 2472793.38 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06244, over 18077.45 utterances.], batch size: 105, lr: 3.59e-04
2022-08-27 06:40:49,076 INFO [train.py:927] (5/8) Epoch 10, batch 22600, giga_loss[loss=0.2137, simple_loss=0.2891, pruned_loss=0.06921, over 12481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03368, over 40.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2939, pruned_loss=0.06362, over 2473357.98 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06225, over 18150.81 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2979, pruned_loss=0.07171, over 2467700.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.06524, over 8072.72 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2937, pruned_loss=0.06305, over 2473877.49 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0616, over 19033.57 utterances.], batch size: 40, lr: 3.59e-04
2022-08-27 06:42:29,335 INFO [train.py:927] (5/8) Epoch 10, batch 22650, libri_loss[loss=0.2277, simple_loss=0.3126, pruned_loss=0.07137, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005477, over 34.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2934, pruned_loss=0.06289, over 2472681.41 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05856, over 17807.26 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2976, pruned_loss=0.07152, over 2467231.02 frames. utt_duration=1227 frames, utt_pad_proportion=0.06449, over 8054.90 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2934, pruned_loss=0.06235, over 2473724.52 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05847, over 18852.72 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:44:11,614 INFO [train.py:927] (5/8) Epoch 10, batch 22700, libri_loss[loss=0.217, simple_loss=0.2986, pruned_loss=0.06765, over 12178.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006195, over 33.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2934, pruned_loss=0.06321, over 2472553.62 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05638, over 17573.36 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2973, pruned_loss=0.07141, over 2466500.79 frames. utt_duration=1235 frames, utt_pad_proportion=0.06302, over 7996.63 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2935, pruned_loss=0.06246, over 2474334.91 frames. utt_duration=524 frames, utt_pad_proportion=0.05687, over 18942.81 utterances.], batch size: 33, lr: 3.59e-04
2022-08-27 06:46:00,417 INFO [train.py:927] (5/8) Epoch 10, batch 22750, giga_loss[loss=0.21, simple_loss=0.2976, pruned_loss=0.0612, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2947, pruned_loss=0.06366, over 2472152.04 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05418, over 17047.11 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2971, pruned_loss=0.07127, over 2466277.20 frames. utt_duration=1240 frames, utt_pad_proportion=0.0621, over 7966.94 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2949, pruned_loss=0.06305, over 2473868.36 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05503, over 18327.45 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:47:43,677 INFO [train.py:927] (5/8) Epoch 10, batch 22800, giga_loss[loss=0.2136, simple_loss=0.303, pruned_loss=0.06208, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2951, pruned_loss=0.06388, over 2472730.30 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05205, over 16573.62 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2968, pruned_loss=0.07117, over 2466470.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.06096, over 7934.15 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06332, over 2474075.13 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05327, over 17823.87 utterances.], batch size: 113, lr: 3.59e-04
2022-08-27 06:49:27,193 INFO [train.py:927] (5/8) Epoch 10, batch 22850, giga_loss[loss=0.2265, simple_loss=0.3102, pruned_loss=0.07136, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.0284, over 70.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2964, pruned_loss=0.0644, over 2473361.31 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05621, over 16555.61 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2969, pruned_loss=0.07116, over 2466572.65 frames. utt_duration=1248 frames, utt_pad_proportion=0.06, over 7915.59 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2965, pruned_loss=0.06384, over 2474469.51 frames. utt_duration=559.8 frames, utt_pad_proportion=0.0573, over 17726.88 utterances.], batch size: 70, lr: 3.59e-04
2022-08-27 06:51:09,777 INFO [train.py:927] (5/8) Epoch 10, batch 22900, giga_loss[loss=0.2064, simple_loss=0.2892, pruned_loss=0.06184, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2957, pruned_loss=0.06417, over 2473579.91 frames. utt_duration=595.5 frames, utt_pad_proportion=0.0575, over 16656.96 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2972, pruned_loss=0.07143, over 2466632.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.06416, over 8001.30 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2956, pruned_loss=0.06329, over 2474594.33 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05645, over 17751.01 utterances.], batch size: 105, lr: 3.59e-04
2022-08-27 06:52:48,638 INFO [train.py:927] (5/8) Epoch 10, batch 22950, giga_loss[loss=0.2448, simple_loss=0.3261, pruned_loss=0.08171, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04562, over 146.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2942, pruned_loss=0.0638, over 2472752.04 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06132, over 16683.06 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2975, pruned_loss=0.07162, over 2466520.89 frames. utt_duration=1226 frames, utt_pad_proportion=0.06692, over 8058.04 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2937, pruned_loss=0.06261, over 2473917.93 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05902, over 17835.82 utterances.], batch size: 146, lr: 3.58e-04
2022-08-27 06:54:28,236 INFO [train.py:927] (5/8) Epoch 10, batch 23000, giga_loss[loss=0.1876, simple_loss=0.2858, pruned_loss=0.04469, over 12378.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06325, over 2473503.69 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06174, over 17484.80 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2975, pruned_loss=0.07154, over 2466866.99 frames. utt_duration=1230 frames, utt_pad_proportion=0.06576, over 8033.78 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.295, pruned_loss=0.0622, over 2474265.84 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06036, over 18626.38 utterances.], batch size: 70, lr: 3.58e-04
2022-08-27 06:56:07,138 INFO [train.py:927] (5/8) Epoch 10, batch 23050, giga_loss[loss=0.206, simple_loss=0.2995, pruned_loss=0.05627, over 12368.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03244, over 51.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2948, pruned_loss=0.06326, over 2474092.95 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06226, over 17821.18 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2967, pruned_loss=0.07139, over 2466854.46 frames. utt_duration=1239 frames, utt_pad_proportion=0.06415, over 7976.50 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2951, pruned_loss=0.0623, over 2474924.59 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06172, over 19086.93 utterances.], batch size: 51, lr: 3.58e-04
2022-08-27 06:57:46,966 INFO [train.py:927] (5/8) Epoch 10, batch 23100, giga_loss[loss=0.1888, simple_loss=0.276, pruned_loss=0.05081, over 12410.00 frames. utt_duration=436.9 frames, utt_pad_proportion=0.04604, over 114.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2931, pruned_loss=0.06326, over 2473693.88 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06385, over 17810.14 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2968, pruned_loss=0.07144, over 2466813.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06787, over 8042.96 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2932, pruned_loss=0.06234, over 2474469.19 frames. utt_duration=526 frames, utt_pad_proportion=0.06183, over 18871.90 utterances.], batch size: 114, lr: 3.58e-04
2022-08-27 06:59:27,544 INFO [train.py:927] (5/8) Epoch 10, batch 23150, giga_loss[loss=0.2625, simple_loss=0.3472, pruned_loss=0.0889, over 12427.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2912, pruned_loss=0.0629, over 2473541.10 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06141, over 17071.23 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2966, pruned_loss=0.07124, over 2466845.28 frames. utt_duration=1238 frames, utt_pad_proportion=0.06554, over 7980.42 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2913, pruned_loss=0.06195, over 2474455.79 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06075, over 18426.71 utterances.], batch size: 183, lr: 3.58e-04
2022-08-27 07:01:10,553 INFO [train.py:927] (5/8) Epoch 10, batch 23200, giga_loss[loss=0.187, simple_loss=0.2639, pruned_loss=0.05507, over 12377.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2893, pruned_loss=0.06258, over 2473424.87 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06499, over 17333.50 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2972, pruned_loss=0.07173, over 2466944.66 frames. utt_duration=1213 frames, utt_pad_proportion=0.07462, over 8146.21 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2887, pruned_loss=0.06131, over 2474115.07 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06056, over 18329.86 utterances.], batch size: 91, lr: 3.58e-04
2022-08-27 07:02:52,974 INFO [train.py:927] (5/8) Epoch 10, batch 23250, giga_loss[loss=0.1695, simple_loss=0.2541, pruned_loss=0.04243, over 12333.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2852, pruned_loss=0.06076, over 2473590.50 frames. utt_duration=574 frames, utt_pad_proportion=0.06325, over 17282.80 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2968, pruned_loss=0.07144, over 2466552.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.07348, over 8102.04 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2849, pruned_loss=0.05978, over 2474656.26 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06014, over 18321.94 utterances.], batch size: 58, lr: 3.58e-04
2022-08-27 07:04:34,671 INFO [train.py:927] (5/8) Epoch 10, batch 23300, giga_loss[loss=0.235, simple_loss=0.3086, pruned_loss=0.08071, over 12366.00 frames. utt_duration=138 frames, utt_pad_proportion=0.188, over 362.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2866, pruned_loss=0.06149, over 2473681.53 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06656, over 17514.75 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2972, pruned_loss=0.07158, over 2466874.04 frames. utt_duration=1221 frames, utt_pad_proportion=0.07213, over 8093.98 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2857, pruned_loss=0.06028, over 2474424.81 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06434, over 18610.24 utterances.], batch size: 362, lr: 3.58e-04
2022-08-27 07:06:15,329 INFO [train.py:927] (5/8) Epoch 10, batch 23350, giga_loss[loss=0.2036, simple_loss=0.299, pruned_loss=0.05412, over 12342.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03372, over 104.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.289, pruned_loss=0.06206, over 2474242.47 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06681, over 17760.82 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2973, pruned_loss=0.07173, over 2467218.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.0761, over 8181.94 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2879, pruned_loss=0.06074, over 2474675.57 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06345, over 18788.86 utterances.], batch size: 104, lr: 3.58e-04
2022-08-27 07:07:56,408 INFO [train.py:927] (5/8) Epoch 10, batch 23400, libri_loss[loss=0.2395, simple_loss=0.3209, pruned_loss=0.07901, over 12485.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006795, over 36.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2912, pruned_loss=0.06308, over 2473438.78 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06634, over 17686.54 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2974, pruned_loss=0.07179, over 2467205.97 frames. utt_duration=1193 frames, utt_pad_proportion=0.08208, over 8285.28 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2899, pruned_loss=0.0616, over 2473997.51 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06088, over 18762.66 utterances.], batch size: 36, lr: 3.58e-04
2022-08-27 07:09:44,142 INFO [train.py:927] (5/8) Epoch 10, batch 23450, libri_loss[loss=0.2598, simple_loss=0.3315, pruned_loss=0.09399, over 12385.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03658, over 46.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2959, pruned_loss=0.06624, over 2473976.96 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06692, over 17995.81 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2973, pruned_loss=0.07174, over 2467514.93 frames. utt_duration=1195 frames, utt_pad_proportion=0.08124, over 8273.15 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2949, pruned_loss=0.065, over 2474231.08 frames. utt_duration=522.7 frames, utt_pad_proportion=0.0629, over 18989.13 utterances.], batch size: 46, lr: 3.58e-04
2022-08-27 07:11:27,297 INFO [train.py:927] (5/8) Epoch 10, batch 23500, giga_loss[loss=0.244, simple_loss=0.3164, pruned_loss=0.0858, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3036, pruned_loss=0.07086, over 2474359.14 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06523, over 18648.56 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2974, pruned_loss=0.07181, over 2467350.33 frames. utt_duration=1199 frames, utt_pad_proportion=0.07999, over 8244.89 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3027, pruned_loss=0.06975, over 2474814.43 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06255, over 19628.87 utterances.], batch size: 97, lr: 3.58e-04
2022-08-27 07:13:12,522 INFO [train.py:927] (5/8) Epoch 10, batch 23550, giga_loss[loss=0.2554, simple_loss=0.3334, pruned_loss=0.08877, over 12362.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03232, over 104.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3103, pruned_loss=0.07573, over 2475109.60 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06457, over 19374.56 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2972, pruned_loss=0.07179, over 2467327.69 frames. utt_duration=1199 frames, utt_pad_proportion=0.07931, over 8240.18 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3099, pruned_loss=0.07487, over 2475578.81 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06275, over 20290.25 utterances.], batch size: 104, lr: 3.58e-04
2022-08-27 07:14:55,147 INFO [train.py:927] (5/8) Epoch 10, batch 23600, giga_loss[loss=0.2338, simple_loss=0.3271, pruned_loss=0.0703, over 12406.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02558, over 66.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3154, pruned_loss=0.07976, over 2475228.18 frames. utt_duration=501 frames, utt_pad_proportion=0.06559, over 19822.16 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2971, pruned_loss=0.07156, over 2467341.51 frames. utt_duration=1204 frames, utt_pad_proportion=0.07725, over 8204.92 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07952, over 2475900.60 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06473, over 21020.44 utterances.], batch size: 66, lr: 3.58e-04
2022-08-27 07:16:39,647 INFO [train.py:927] (5/8) Epoch 10, batch 23650, giga_loss[loss=0.3188, simple_loss=0.3638, pruned_loss=0.1369, over 12374.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3212, pruned_loss=0.08559, over 2474934.73 frames. utt_duration=457.2 frames, utt_pad_proportion=0.0825, over 21721.91 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2976, pruned_loss=0.07187, over 2467331.09 frames. utt_duration=1195 frames, utt_pad_proportion=0.08018, over 8268.10 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3216, pruned_loss=0.08538, over 2475635.39 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08003, over 22912.64 utterances.], batch size: 369, lr: 3.58e-04
2022-08-27 07:18:27,598 INFO [train.py:927] (5/8) Epoch 10, batch 23700, giga_loss[loss=0.2151, simple_loss=0.2939, pruned_loss=0.06816, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03489, over 40.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3243, pruned_loss=0.088, over 2475374.26 frames. utt_duration=464.1 frames, utt_pad_proportion=0.08145, over 21403.36 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2974, pruned_loss=0.07182, over 2467440.39 frames. utt_duration=1196 frames, utt_pad_proportion=0.07891, over 8260.03 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3255, pruned_loss=0.08835, over 2476083.31 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07996, over 22790.27 utterances.], batch size: 40, lr: 3.58e-04
2022-08-27 07:20:15,320 INFO [train.py:927] (5/8) Epoch 10, batch 23750, giga_loss[loss=0.2553, simple_loss=0.327, pruned_loss=0.09181, over 12374.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03209, over 51.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3235, pruned_loss=0.08832, over 2474577.21 frames. utt_duration=481.5 frames, utt_pad_proportion=0.08184, over 20621.24 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2971, pruned_loss=0.07169, over 2467681.95 frames. utt_duration=1200 frames, utt_pad_proportion=0.07751, over 8233.66 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3254, pruned_loss=0.08911, over 2475118.65 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08107, over 22033.58 utterances.], batch size: 51, lr: 3.58e-04
2022-08-27 07:21:58,113 INFO [train.py:927] (5/8) Epoch 10, batch 23800, giga_loss[loss=0.2471, simple_loss=0.3304, pruned_loss=0.08186, over 12291.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03393, over 28.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3256, pruned_loss=0.08961, over 2474343.98 frames. utt_duration=459.3 frames, utt_pad_proportion=0.08369, over 21615.48 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2971, pruned_loss=0.07167, over 2467561.07 frames. utt_duration=1201 frames, utt_pad_proportion=0.0766, over 8232.04 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3276, pruned_loss=0.09056, over 2475013.89 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08333, over 22973.94 utterances.], batch size: 28, lr: 3.58e-04
2022-08-27 07:23:43,567 INFO [train.py:927] (5/8) Epoch 10, batch 23850, giga_loss[loss=0.279, simple_loss=0.343, pruned_loss=0.1075, over 12366.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04026, over 145.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.326, pruned_loss=0.08938, over 2473494.05 frames. utt_duration=463.4 frames, utt_pad_proportion=0.08092, over 21417.95 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2971, pruned_loss=0.07162, over 2467249.33 frames. utt_duration=1202 frames, utt_pad_proportion=0.07554, over 8220.47 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3283, pruned_loss=0.0906, over 2474485.03 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08116, over 22824.98 utterances.], batch size: 145, lr: 3.58e-04
2022-08-27 07:25:32,849 INFO [train.py:927] (5/8) Epoch 10, batch 23900, giga_loss[loss=0.2386, simple_loss=0.3229, pruned_loss=0.07721, over 12288.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02598, over 54.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.324, pruned_loss=0.08619, over 2473583.87 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07658, over 20868.36 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2969, pruned_loss=0.07138, over 2467326.92 frames. utt_duration=1207 frames, utt_pad_proportion=0.07427, over 8188.31 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3266, pruned_loss=0.08773, over 2474451.62 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07747, over 22295.82 utterances.], batch size: 54, lr: 3.58e-04
2022-08-27 07:27:18,522 INFO [train.py:927] (5/8) Epoch 10, batch 23950, giga_loss[loss=0.2331, simple_loss=0.318, pruned_loss=0.07405, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03031, over 85.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3223, pruned_loss=0.08453, over 2473557.98 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07681, over 21165.71 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2971, pruned_loss=0.07152, over 2467130.56 frames. utt_duration=1209 frames, utt_pad_proportion=0.07341, over 8169.59 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3244, pruned_loss=0.08581, over 2474493.64 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0778, over 22484.19 utterances.], batch size: 85, lr: 3.58e-04
2022-08-27 07:29:00,335 INFO [train.py:927] (5/8) Epoch 10, batch 24000, libri_loss[loss=0.2196, simple_loss=0.3065, pruned_loss=0.06639, over 12395.00 frames. utt_duration=764.1 frames, utt_pad_proportion=0.1166, over 65.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3206, pruned_loss=0.08346, over 2473877.96 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07404, over 20916.22 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2972, pruned_loss=0.07143, over 2467367.50 frames. utt_duration=1202 frames, utt_pad_proportion=0.07381, over 8219.15 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.323, pruned_loss=0.08492, over 2474576.66 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07487, over 22294.02 utterances.], batch size: 65, lr: 3.58e-04
2022-08-27 07:29:00,336 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 07:29:13,991 INFO [train.py:967] (5/8) 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 07:31:04,031 INFO [train.py:927] (5/8) Epoch 10, batch 24050, giga_loss[loss=0.237, simple_loss=0.3109, pruned_loss=0.08154, over 12388.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3194, pruned_loss=0.08261, over 2473558.36 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07557, over 20907.26 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2971, pruned_loss=0.07126, over 2467607.87 frames. utt_duration=1205 frames, utt_pad_proportion=0.07296, over 8199.98 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3216, pruned_loss=0.08405, over 2473990.69 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07642, over 22175.43 utterances.], batch size: 133, lr: 3.58e-04
2022-08-27 07:32:45,419 INFO [train.py:927] (5/8) Epoch 10, batch 24100, giga_loss[loss=0.2365, simple_loss=0.3203, pruned_loss=0.07629, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07556, over 212.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3182, pruned_loss=0.08001, over 2473592.03 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07033, over 19783.40 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2966, pruned_loss=0.07102, over 2467779.22 frames. utt_duration=1213 frames, utt_pad_proportion=0.07115, over 8150.01 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3211, pruned_loss=0.0817, over 2473947.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07199, over 21239.92 utterances.], batch size: 212, lr: 3.58e-04
2022-08-27 07:34:29,239 INFO [train.py:927] (5/8) Epoch 10, batch 24150, libri_loss[loss=0.2232, simple_loss=0.3005, pruned_loss=0.07296, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00705, over 36.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.319, pruned_loss=0.08055, over 2473970.93 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07091, over 19917.73 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2964, pruned_loss=0.07097, over 2467906.01 frames. utt_duration=1217 frames, utt_pad_proportion=0.06992, over 8120.62 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.322, pruned_loss=0.08215, over 2474280.78 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07262, over 21369.90 utterances.], batch size: 36, lr: 3.58e-04
2022-08-27 07:36:12,209 INFO [train.py:927] (5/8) Epoch 10, batch 24200, libri_loss[loss=0.291, simple_loss=0.3502, pruned_loss=0.116, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006547, over 34.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3174, pruned_loss=0.08011, over 2473839.12 frames. utt_duration=512 frames, utt_pad_proportion=0.06567, over 19379.88 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2969, pruned_loss=0.07122, over 2467880.51 frames. utt_duration=1219 frames, utt_pad_proportion=0.06906, over 8109.91 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3199, pruned_loss=0.0814, over 2474270.84 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06769, over 20876.03 utterances.], batch size: 34, lr: 3.58e-04
2022-08-27 07:37:54,022 INFO [train.py:927] (5/8) Epoch 10, batch 24250, giga_loss[loss=0.2991, simple_loss=0.3471, pruned_loss=0.1256, over 12404.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.316, pruned_loss=0.08026, over 2473509.32 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06943, over 19547.35 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2966, pruned_loss=0.07111, over 2467590.88 frames. utt_duration=1226 frames, utt_pad_proportion=0.06736, over 8062.68 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3189, pruned_loss=0.08171, over 2474321.66 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07138, over 21164.30 utterances.], batch size: 260, lr: 3.58e-04
2022-08-27 07:39:41,296 INFO [train.py:927] (5/8) Epoch 10, batch 24300, giga_loss[loss=0.2566, simple_loss=0.3276, pruned_loss=0.09285, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05255, over 161.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3157, pruned_loss=0.07868, over 2473216.62 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06887, over 19265.80 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2963, pruned_loss=0.07092, over 2467473.80 frames. utt_duration=1221 frames, utt_pad_proportion=0.07027, over 8096.50 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3189, pruned_loss=0.08026, over 2474169.75 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06943, over 20889.45 utterances.], batch size: 161, lr: 3.58e-04
2022-08-27 07:41:24,627 INFO [train.py:927] (5/8) Epoch 10, batch 24350, giga_loss[loss=0.2748, simple_loss=0.3297, pruned_loss=0.1099, over 12401.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07309, over 212.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3157, pruned_loss=0.0794, over 2473696.65 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07141, over 19999.75 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2968, pruned_loss=0.07115, over 2467554.03 frames. utt_duration=1218 frames, utt_pad_proportion=0.07014, over 8115.95 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3181, pruned_loss=0.08055, over 2474469.26 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07173, over 21428.01 utterances.], batch size: 212, lr: 3.58e-04
2022-08-27 07:43:04,895 INFO [train.py:927] (5/8) Epoch 10, batch 24400, giga_loss[loss=0.2195, simple_loss=0.2963, pruned_loss=0.07138, over 12440.00 frames. utt_duration=859.4 frames, utt_pad_proportion=0.02563, over 58.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3147, pruned_loss=0.07925, over 2473660.28 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07318, over 20351.57 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2971, pruned_loss=0.0711, over 2467619.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.06979, over 8118.53 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3166, pruned_loss=0.08035, over 2474325.44 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07344, over 21698.72 utterances.], batch size: 58, lr: 3.58e-04
2022-08-27 07:44:49,272 INFO [train.py:927] (5/8) Epoch 10, batch 24450, giga_loss[loss=0.2126, simple_loss=0.2956, pruned_loss=0.06479, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3135, pruned_loss=0.07906, over 2474179.02 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07799, over 20472.68 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2977, pruned_loss=0.07145, over 2467551.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07256, over 8202.16 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3151, pruned_loss=0.0799, over 2474982.57 frames. utt_duration=454 frames, utt_pad_proportion=0.07708, over 21874.98 utterances.], batch size: 70, lr: 3.57e-04
2022-08-27 07:46:32,427 INFO [train.py:927] (5/8) Epoch 10, batch 24500, giga_loss[loss=0.2799, simple_loss=0.3277, pruned_loss=0.1161, over 12372.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2008, over 368.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07889, over 2474716.47 frames. utt_duration=472 frames, utt_pad_proportion=0.07386, over 21038.09 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2975, pruned_loss=0.07122, over 2467704.21 frames. utt_duration=1207 frames, utt_pad_proportion=0.07177, over 8188.27 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3143, pruned_loss=0.07986, over 2475307.97 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07363, over 22333.50 utterances.], batch size: 368, lr: 3.57e-04
2022-08-27 07:48:15,169 INFO [train.py:927] (5/8) Epoch 10, batch 24550, giga_loss[loss=0.2517, simple_loss=0.3203, pruned_loss=0.09158, over 12409.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07684, over 213.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3125, pruned_loss=0.07812, over 2474699.47 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07053, over 20540.22 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2975, pruned_loss=0.07134, over 2467878.61 frames. utt_duration=1210 frames, utt_pad_proportion=0.07074, over 8166.74 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07891, over 2475123.19 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07085, over 21812.52 utterances.], batch size: 213, lr: 3.57e-04
2022-08-27 07:50:00,426 INFO [train.py:927] (5/8) Epoch 10, batch 24600, giga_loss[loss=0.2642, simple_loss=0.3257, pruned_loss=0.1013, over 12363.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3126, pruned_loss=0.07769, over 2474351.34 frames. utt_duration=503 frames, utt_pad_proportion=0.06991, over 19732.04 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2974, pruned_loss=0.07111, over 2467959.43 frames. utt_duration=1213 frames, utt_pad_proportion=0.06931, over 8151.18 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3144, pruned_loss=0.0787, over 2474776.58 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07069, over 21086.41 utterances.], batch size: 258, lr: 3.57e-04
2022-08-27 07:51:45,903 INFO [train.py:927] (5/8) Epoch 10, batch 24650, giga_loss[loss=0.2062, simple_loss=0.2847, pruned_loss=0.06384, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02701, over 66.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.079, over 2474028.88 frames. utt_duration=495.4 frames, utt_pad_proportion=0.0734, over 20032.89 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2973, pruned_loss=0.07097, over 2467839.06 frames. utt_duration=1214 frames, utt_pad_proportion=0.06857, over 8138.29 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3159, pruned_loss=0.08006, over 2474588.05 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07411, over 21333.08 utterances.], batch size: 66, lr: 3.57e-04
2022-08-27 07:53:27,578 INFO [train.py:927] (5/8) Epoch 10, batch 24700, giga_loss[loss=0.2707, simple_loss=0.3286, pruned_loss=0.1064, over 12384.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.0785, over 213.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3143, pruned_loss=0.08006, over 2474418.35 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06741, over 19444.33 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2973, pruned_loss=0.07101, over 2468017.81 frames. utt_duration=1218 frames, utt_pad_proportion=0.06727, over 8112.15 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.316, pruned_loss=0.08108, over 2474846.93 frames. utt_duration=478.1 frames, utt_pad_proportion=0.0688, over 20767.02 utterances.], batch size: 213, lr: 3.57e-04
2022-08-27 07:55:13,643 INFO [train.py:927] (5/8) Epoch 10, batch 24750, giga_loss[loss=0.2163, simple_loss=0.296, pruned_loss=0.06834, over 12390.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03032, over 62.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3157, pruned_loss=0.08152, over 2474608.37 frames. utt_duration=493 frames, utt_pad_proportion=0.07092, over 20135.87 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2977, pruned_loss=0.07104, over 2468209.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.06619, over 8099.97 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.317, pruned_loss=0.08246, over 2474878.26 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07215, over 21399.51 utterances.], batch size: 62, lr: 3.57e-04
2022-08-27 07:56:53,635 INFO [train.py:927] (5/8) Epoch 10, batch 24800, giga_loss[loss=0.2137, simple_loss=0.3018, pruned_loss=0.06281, over 12444.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03442, over 86.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3158, pruned_loss=0.08062, over 2474282.03 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06739, over 19761.06 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2983, pruned_loss=0.07144, over 2468200.70 frames. utt_duration=1212 frames, utt_pad_proportion=0.06922, over 8156.92 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08121, over 2474617.62 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06767, over 20924.74 utterances.], batch size: 86, lr: 3.57e-04
2022-08-27 07:58:38,093 INFO [train.py:927] (5/8) Epoch 10, batch 24850, giga_loss[loss=0.2452, simple_loss=0.3145, pruned_loss=0.08797, over 12150.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04087, over 33.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3137, pruned_loss=0.07929, over 2473927.56 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06694, over 19649.03 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.07118, over 2468570.67 frames. utt_duration=1212 frames, utt_pad_proportion=0.06845, over 8159.09 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3152, pruned_loss=0.08025, over 2474064.43 frames. utt_duration=474 frames, utt_pad_proportion=0.06742, over 20941.77 utterances.], batch size: 33, lr: 3.57e-04
2022-08-27 08:00:20,141 INFO [train.py:927] (5/8) Epoch 10, batch 24900, giga_loss[loss=0.2393, simple_loss=0.3191, pruned_loss=0.0797, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02521, over 48.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3125, pruned_loss=0.07895, over 2474264.61 frames. utt_duration=503.5 frames, utt_pad_proportion=0.0707, over 19713.03 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2986, pruned_loss=0.0715, over 2468355.30 frames. utt_duration=1205 frames, utt_pad_proportion=0.07052, over 8206.60 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.07977, over 2474789.17 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07027, over 21153.00 utterances.], batch size: 48, lr: 3.57e-04
2022-08-27 08:02:08,501 INFO [train.py:927] (5/8) Epoch 10, batch 24950, giga_loss[loss=0.2337, simple_loss=0.3261, pruned_loss=0.0706, over 12421.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03057, over 80.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3163, pruned_loss=0.08039, over 2475061.34 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0683, over 20131.05 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.299, pruned_loss=0.07174, over 2468535.45 frames. utt_duration=1199 frames, utt_pad_proportion=0.07133, over 8245.48 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.317, pruned_loss=0.08093, over 2475398.90 frames. utt_duration=464.6 frames, utt_pad_proportion=0.06784, over 21378.21 utterances.], batch size: 80, lr: 3.57e-04
2022-08-27 08:03:52,897 INFO [train.py:927] (5/8) Epoch 10, batch 25000, giga_loss[loss=0.2618, simple_loss=0.337, pruned_loss=0.09326, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05442, over 162.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.318, pruned_loss=0.08106, over 2475435.22 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07315, over 21162.46 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2982, pruned_loss=0.0713, over 2468291.07 frames. utt_duration=1206 frames, utt_pad_proportion=0.06979, over 8197.74 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08214, over 2476104.49 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07312, over 22560.42 utterances.], batch size: 162, lr: 3.57e-04
2022-08-27 08:05:38,215 INFO [train.py:927] (5/8) Epoch 10, batch 25050, giga_loss[loss=0.325, simple_loss=0.3779, pruned_loss=0.136, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3195, pruned_loss=0.08208, over 2474833.75 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07003, over 20689.75 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2979, pruned_loss=0.0711, over 2468382.19 frames. utt_duration=1211 frames, utt_pad_proportion=0.06863, over 8160.51 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3219, pruned_loss=0.0834, over 2475481.72 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07061, over 22195.80 utterances.], batch size: 183, lr: 3.57e-04
2022-08-27 08:07:25,105 INFO [train.py:927] (5/8) Epoch 10, batch 25100, giga_loss[loss=0.2145, simple_loss=0.2931, pruned_loss=0.06798, over 12412.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03551, over 37.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3195, pruned_loss=0.08305, over 2474677.01 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07226, over 20626.59 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2978, pruned_loss=0.07084, over 2467928.21 frames. utt_duration=1213 frames, utt_pad_proportion=0.06744, over 8146.66 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3224, pruned_loss=0.08488, over 2475905.09 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07311, over 22395.95 utterances.], batch size: 37, lr: 3.57e-04
2022-08-27 08:09:09,160 INFO [train.py:927] (5/8) Epoch 10, batch 25150, giga_loss[loss=0.3308, simple_loss=0.3677, pruned_loss=0.147, over 12380.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3185, pruned_loss=0.08321, over 2474873.62 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07425, over 21229.12 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2981, pruned_loss=0.07107, over 2468187.54 frames. utt_duration=1211 frames, utt_pad_proportion=0.06706, over 8165.63 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.321, pruned_loss=0.08475, over 2475756.30 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07496, over 22908.90 utterances.], batch size: 260, lr: 3.57e-04
2022-08-27 08:10:53,623 INFO [train.py:927] (5/8) Epoch 10, batch 25200, giga_loss[loss=0.1834, simple_loss=0.2667, pruned_loss=0.05001, over 12480.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04485, over 34.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3164, pruned_loss=0.08227, over 2475351.78 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07358, over 20551.47 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2977, pruned_loss=0.07083, over 2468219.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.06589, over 8122.98 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3192, pruned_loss=0.08396, over 2476177.60 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07462, over 22212.00 utterances.], batch size: 34, lr: 3.57e-04
2022-08-27 08:12:37,085 INFO [train.py:927] (5/8) Epoch 10, batch 25250, giga_loss[loss=0.2157, simple_loss=0.2981, pruned_loss=0.06661, over 12396.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02545, over 91.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3157, pruned_loss=0.08262, over 2475343.20 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07546, over 20978.72 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2976, pruned_loss=0.07089, over 2468144.88 frames. utt_duration=1201 frames, utt_pad_proportion=0.07167, over 8232.60 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3188, pruned_loss=0.08435, over 2476328.91 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07451, over 22667.97 utterances.], batch size: 91, lr: 3.57e-04
2022-08-27 08:14:20,282 INFO [train.py:927] (5/8) Epoch 10, batch 25300, giga_loss[loss=0.222, simple_loss=0.3114, pruned_loss=0.06629, over 12432.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.03275, over 55.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3155, pruned_loss=0.08174, over 2475129.17 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07021, over 20025.83 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2978, pruned_loss=0.07088, over 2468233.28 frames. utt_duration=1205 frames, utt_pad_proportion=0.07037, over 8205.79 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3182, pruned_loss=0.08344, over 2476036.58 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07025, over 21728.62 utterances.], batch size: 55, lr: 3.57e-04
2022-08-27 08:16:07,039 INFO [train.py:927] (5/8) Epoch 10, batch 25350, giga_loss[loss=0.2035, simple_loss=0.2874, pruned_loss=0.0598, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02826, over 70.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.318, pruned_loss=0.08393, over 2474260.04 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07233, over 20645.83 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2977, pruned_loss=0.07098, over 2468154.24 frames. utt_duration=1209 frames, utt_pad_proportion=0.06934, over 8173.89 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3205, pruned_loss=0.0854, over 2475178.71 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07255, over 22240.25 utterances.], batch size: 70, lr: 3.57e-04
2022-08-27 08:17:51,615 INFO [train.py:927] (5/8) Epoch 10, batch 25400, giga_loss[loss=0.2032, simple_loss=0.2916, pruned_loss=0.05741, over 12163.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03438, over 36.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3183, pruned_loss=0.08249, over 2473834.63 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06959, over 20062.65 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2972, pruned_loss=0.07048, over 2468178.82 frames. utt_duration=1214 frames, utt_pad_proportion=0.06786, over 8139.14 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3215, pruned_loss=0.08454, over 2474778.14 frames. utt_duration=456.1 frames, utt_pad_proportion=0.0705, over 21772.34 utterances.], batch size: 36, lr: 3.57e-04
2022-08-27 08:19:36,022 INFO [train.py:927] (5/8) Epoch 10, batch 25450, giga_loss[loss=0.2627, simple_loss=0.3529, pruned_loss=0.08624, over 12331.00 frames. utt_duration=668.1 frames, utt_pad_proportion=0.02758, over 74.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3214, pruned_loss=0.08308, over 2474350.89 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07388, over 20755.73 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2969, pruned_loss=0.07034, over 2468129.93 frames. utt_duration=1216 frames, utt_pad_proportion=0.06766, over 8126.44 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3243, pruned_loss=0.08486, over 2475158.49 frames. utt_duration=448.2 frames, utt_pad_proportion=0.0744, over 22160.97 utterances.], batch size: 74, lr: 3.57e-04
2022-08-27 08:21:17,571 INFO [train.py:927] (5/8) Epoch 10, batch 25500, giga_loss[loss=0.3285, simple_loss=0.3648, pruned_loss=0.1461, over 12368.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2159, over 375.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3249, pruned_loss=0.08619, over 2474475.94 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07942, over 21951.34 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2972, pruned_loss=0.07027, over 2468052.58 frames. utt_duration=1215 frames, utt_pad_proportion=0.06743, over 8132.21 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3271, pruned_loss=0.08778, over 2475232.60 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07963, over 23172.60 utterances.], batch size: 375, lr: 3.57e-04
2022-08-27 08:22:58,835 INFO [train.py:927] (5/8) Epoch 10, batch 25550, libri_loss[loss=0.2335, simple_loss=0.3177, pruned_loss=0.07469, over 12444.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.0109, over 39.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3247, pruned_loss=0.08683, over 2474772.41 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08284, over 22403.42 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2972, pruned_loss=0.07025, over 2468433.44 frames. utt_duration=1220 frames, utt_pad_proportion=0.06645, over 8103.84 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.327, pruned_loss=0.08843, over 2475134.87 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08328, over 23675.33 utterances.], batch size: 39, lr: 3.57e-04
2022-08-27 08:24:43,560 INFO [train.py:927] (5/8) Epoch 10, batch 25600, libri_loss[loss=0.1712, simple_loss=0.2517, pruned_loss=0.04533, over 12269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.03631, over 27.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3236, pruned_loss=0.08438, over 2474478.65 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08288, over 21666.02 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.297, pruned_loss=0.07017, over 2468051.62 frames. utt_duration=1220 frames, utt_pad_proportion=0.06622, over 8100.78 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3263, pruned_loss=0.08615, over 2475273.11 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08349, over 23066.01 utterances.], batch size: 27, lr: 3.57e-04
2022-08-27 08:26:26,471 INFO [train.py:927] (5/8) Epoch 10, batch 25650, giga_loss[loss=0.2362, simple_loss=0.3218, pruned_loss=0.07526, over 12403.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02416, over 66.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3235, pruned_loss=0.0843, over 2474526.33 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07858, over 21209.04 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07014, over 2467815.89 frames. utt_duration=1223 frames, utt_pad_proportion=0.06548, over 8084.36 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3261, pruned_loss=0.0859, over 2475458.97 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07959, over 22507.17 utterances.], batch size: 66, lr: 3.57e-04
2022-08-27 08:28:14,094 INFO [train.py:927] (5/8) Epoch 10, batch 25700, giga_loss[loss=0.2329, simple_loss=0.3169, pruned_loss=0.07445, over 12374.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03549, over 122.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3232, pruned_loss=0.08512, over 2474301.11 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08018, over 21814.48 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07014, over 2467815.89 frames. utt_duration=1223 frames, utt_pad_proportion=0.06548, over 8084.36 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3252, pruned_loss=0.08637, over 2475026.99 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08089, over 22824.83 utterances.], batch size: 122, lr: 3.57e-04
2022-08-27 08:30:03,742 INFO [train.py:927] (5/8) Epoch 10, batch 25750, giga_loss[loss=0.2214, simple_loss=0.2989, pruned_loss=0.07198, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03206, over 75.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3213, pruned_loss=0.08519, over 2474599.22 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08452, over 22799.40 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2967, pruned_loss=0.07004, over 2467695.14 frames. utt_duration=1225 frames, utt_pad_proportion=0.06503, over 8066.58 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3233, pruned_loss=0.08638, over 2475330.74 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08508, over 23735.40 utterances.], batch size: 75, lr: 3.57e-04
2022-08-27 08:31:47,180 INFO [train.py:927] (5/8) Epoch 10, batch 25800, giga_loss[loss=0.2621, simple_loss=0.3312, pruned_loss=0.0965, over 12415.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07593, over 213.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3191, pruned_loss=0.08447, over 2474473.21 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08418, over 22378.54 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2961, pruned_loss=0.06967, over 2467662.03 frames. utt_duration=1233 frames, utt_pad_proportion=0.06398, over 8016.44 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3218, pruned_loss=0.08613, over 2475256.57 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08511, over 23517.07 utterances.], batch size: 213, lr: 3.57e-04
2022-08-27 08:33:25,634 INFO [train.py:927] (5/8) Epoch 10, batch 25850, giga_loss[loss=0.2209, simple_loss=0.3039, pruned_loss=0.06898, over 12379.00 frames. utt_duration=343 frames, utt_pad_proportion=0.0391, over 145.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3159, pruned_loss=0.08098, over 2474821.61 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07722, over 22316.59 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2958, pruned_loss=0.06951, over 2467578.06 frames. utt_duration=1235 frames, utt_pad_proportion=0.06351, over 8000.33 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3184, pruned_loss=0.08255, over 2475574.04 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07844, over 23355.22 utterances.], batch size: 145, lr: 3.57e-04
2022-08-27 08:35:15,516 INFO [train.py:927] (5/8) Epoch 10, batch 25900, giga_loss[loss=0.2542, simple_loss=0.331, pruned_loss=0.08866, over 12402.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03814, over 113.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3152, pruned_loss=0.08035, over 2475250.91 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07686, over 22855.57 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2958, pruned_loss=0.06951, over 2467578.06 frames. utt_duration=1235 frames, utt_pad_proportion=0.06351, over 8000.33 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3172, pruned_loss=0.08157, over 2475836.54 frames. utt_duration=420 frames, utt_pad_proportion=0.07781, over 23663.96 utterances.], batch size: 113, lr: 3.56e-04
2022-08-27 08:36:57,392 INFO [train.py:927] (5/8) Epoch 10, batch 25950, giga_loss[loss=0.2146, simple_loss=0.2921, pruned_loss=0.06862, over 12460.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04638, over 34.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3129, pruned_loss=0.07936, over 2475323.84 frames. utt_duration=462.3 frames, utt_pad_proportion=0.0724, over 21485.89 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2965, pruned_loss=0.06976, over 2467651.69 frames. utt_duration=1226 frames, utt_pad_proportion=0.0665, over 8060.21 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3145, pruned_loss=0.08044, over 2475985.73 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07242, over 22543.95 utterances.], batch size: 34, lr: 3.56e-04
2022-08-27 08:38:39,988 INFO [train.py:927] (5/8) Epoch 10, batch 26000, giga_loss[loss=0.2301, simple_loss=0.3167, pruned_loss=0.07172, over 12324.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03186, over 70.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.0793, over 2475738.70 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07567, over 21297.47 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07015, over 2467912.42 frames. utt_duration=1212 frames, utt_pad_proportion=0.07031, over 8157.43 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3144, pruned_loss=0.08006, over 2476239.09 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07422, over 22410.66 utterances.], batch size: 70, lr: 3.56e-04
2022-08-27 08:40:24,327 INFO [train.py:927] (5/8) Epoch 10, batch 26050, giga_loss[loss=0.2638, simple_loss=0.3278, pruned_loss=0.09994, over 12378.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3125, pruned_loss=0.07861, over 2475650.47 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07413, over 20726.93 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07018, over 2467764.32 frames. utt_duration=1215 frames, utt_pad_proportion=0.06933, over 8131.58 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3139, pruned_loss=0.0794, over 2476369.62 frames. utt_duration=453 frames, utt_pad_proportion=0.07343, over 21936.54 utterances.], batch size: 257, lr: 3.56e-04
2022-08-27 08:42:07,811 INFO [train.py:927] (5/8) Epoch 10, batch 26100, giga_loss[loss=0.2522, simple_loss=0.3256, pruned_loss=0.0894, over 12364.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3141, pruned_loss=0.0805, over 2475058.81 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07762, over 21512.68 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2968, pruned_loss=0.07018, over 2467910.69 frames. utt_duration=1219 frames, utt_pad_proportion=0.06798, over 8110.47 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3159, pruned_loss=0.08146, over 2475770.20 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07753, over 22979.68 utterances.], batch size: 97, lr: 3.56e-04
2022-08-27 08:43:53,325 INFO [train.py:927] (5/8) Epoch 10, batch 26150, giga_loss[loss=0.2536, simple_loss=0.3147, pruned_loss=0.09622, over 12340.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2004, over 367.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3162, pruned_loss=0.08196, over 2474324.73 frames. utt_duration=441 frames, utt_pad_proportion=0.08374, over 22516.29 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2969, pruned_loss=0.07022, over 2467849.39 frames. utt_duration=1220 frames, utt_pad_proportion=0.06716, over 8103.25 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3179, pruned_loss=0.08288, over 2475078.49 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08363, over 23923.70 utterances.], batch size: 367, lr: 3.56e-04
2022-08-27 08:45:44,417 INFO [train.py:927] (5/8) Epoch 10, batch 26200, giga_loss[loss=0.2298, simple_loss=0.3149, pruned_loss=0.07231, over 12455.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.02781, over 55.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3176, pruned_loss=0.08297, over 2474426.72 frames. utt_duration=429.7 frames, utt_pad_proportion=0.08682, over 23113.93 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2968, pruned_loss=0.0701, over 2467909.14 frames. utt_duration=1221 frames, utt_pad_proportion=0.06694, over 8092.73 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3191, pruned_loss=0.08384, over 2474994.43 frames. utt_duration=409.2 frames, utt_pad_proportion=0.08666, over 24282.45 utterances.], batch size: 55, lr: 3.56e-04
2022-08-27 08:47:30,648 INFO [train.py:927] (5/8) Epoch 10, batch 26250, giga_loss[loss=0.2297, simple_loss=0.3104, pruned_loss=0.0745, over 12411.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02788, over 58.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3163, pruned_loss=0.08128, over 2474586.37 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08576, over 22626.09 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2968, pruned_loss=0.0702, over 2467749.92 frames. utt_duration=1224 frames, utt_pad_proportion=0.06623, over 8074.37 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3178, pruned_loss=0.08206, over 2475277.37 frames. utt_duration=417.9 frames, utt_pad_proportion=0.08599, over 23772.25 utterances.], batch size: 58, lr: 3.56e-04
2022-08-27 08:49:15,056 INFO [train.py:927] (5/8) Epoch 10, batch 26300, giga_loss[loss=0.2052, simple_loss=0.283, pruned_loss=0.06369, over 12423.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03772, over 86.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3152, pruned_loss=0.08103, over 2474795.01 frames. utt_duration=445 frames, utt_pad_proportion=0.08356, over 22316.67 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2966, pruned_loss=0.07004, over 2467569.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.06558, over 8044.41 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08194, over 2475603.46 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08412, over 23449.26 utterances.], batch size: 86, lr: 3.56e-04
2022-08-27 08:50:59,128 INFO [train.py:927] (5/8) Epoch 10, batch 26350, giga_loss[loss=0.236, simple_loss=0.3186, pruned_loss=0.07672, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3147, pruned_loss=0.08097, over 2475842.87 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07869, over 21951.65 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2964, pruned_loss=0.06995, over 2467804.32 frames. utt_duration=1231 frames, utt_pad_proportion=0.06498, over 8025.70 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3165, pruned_loss=0.08197, over 2476423.99 frames. utt_duration=430 frames, utt_pad_proportion=0.07965, over 23116.00 utterances.], batch size: 133, lr: 3.56e-04
2022-08-27 08:52:39,351 INFO [train.py:927] (5/8) Epoch 10, batch 26400, giga_loss[loss=0.2446, simple_loss=0.3196, pruned_loss=0.08479, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02719, over 91.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3132, pruned_loss=0.08037, over 2475458.24 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07683, over 21097.26 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2956, pruned_loss=0.06953, over 2467670.55 frames. utt_duration=1238 frames, utt_pad_proportion=0.06387, over 7980.86 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.316, pruned_loss=0.08198, over 2476327.06 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07826, over 22614.71 utterances.], batch size: 91, lr: 3.56e-04
2022-08-27 08:54:20,817 INFO [train.py:927] (5/8) Epoch 10, batch 26450, giga_loss[loss=0.2365, simple_loss=0.3157, pruned_loss=0.0787, over 12362.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3147, pruned_loss=0.08172, over 2474757.75 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08181, over 21210.16 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.296, pruned_loss=0.06981, over 2467598.34 frames. utt_duration=1222 frames, utt_pad_proportion=0.06811, over 8090.18 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.317, pruned_loss=0.08296, over 2475647.51 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08144, over 22548.63 utterances.], batch size: 62, lr: 3.56e-04
2022-08-27 08:56:01,103 INFO [train.py:927] (5/8) Epoch 10, batch 26500, giga_loss[loss=0.3055, simple_loss=0.3524, pruned_loss=0.1293, over 12400.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.0996, over 257.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3168, pruned_loss=0.08375, over 2474886.63 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08647, over 22184.01 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2964, pruned_loss=0.0701, over 2467674.35 frames. utt_duration=1210 frames, utt_pad_proportion=0.0723, over 8169.73 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3183, pruned_loss=0.08454, over 2475550.19 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08484, over 23220.52 utterances.], batch size: 257, lr: 3.56e-04
2022-08-27 08:57:42,430 INFO [train.py:927] (5/8) Epoch 10, batch 26550, giga_loss[loss=0.2905, simple_loss=0.3382, pruned_loss=0.1214, over 12329.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 366.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3184, pruned_loss=0.08485, over 2475488.99 frames. utt_duration=432.5 frames, utt_pad_proportion=0.09499, over 22971.71 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2978, pruned_loss=0.07065, over 2467896.35 frames. utt_duration=1173 frames, utt_pad_proportion=0.08446, over 8427.59 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3187, pruned_loss=0.08522, over 2475947.45 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08968, over 23822.66 utterances.], batch size: 366, lr: 3.56e-04
2022-08-27 08:59:24,862 INFO [train.py:927] (5/8) Epoch 10, batch 26600, giga_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.066, over 12141.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03609, over 36.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3193, pruned_loss=0.08477, over 2474596.34 frames. utt_duration=436 frames, utt_pad_proportion=0.09413, over 22777.73 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2987, pruned_loss=0.07099, over 2467990.65 frames. utt_duration=1156 frames, utt_pad_proportion=0.08872, over 8548.30 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.319, pruned_loss=0.08494, over 2474965.16 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08851, over 23536.24 utterances.], batch size: 36, lr: 3.56e-04
2022-08-27 08:59:55,677 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-27 09:02:20,167 INFO [train.py:927] (5/8) Epoch 11, batch 50, giga_loss[loss=0.221, simple_loss=0.3163, pruned_loss=0.06285, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03616, over 30.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3156, pruned_loss=0.06885, over 547416.90 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06658, over 3655.89 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3097, pruned_loss=0.06401, over 49310.23 frames. utt_duration=924.1 frames, utt_pad_proportion=0.1915, over 213.77 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3163, pruned_loss=0.06936, over 508227.58 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06052, over 3513.12 utterances.], batch size: 30, lr: 3.47e-04
2022-08-27 09:04:00,700 INFO [train.py:927] (5/8) Epoch 11, batch 100, giga_loss[loss=0.1528, simple_loss=0.2419, pruned_loss=0.03184, over 12321.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03111, over 66.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2941, pruned_loss=0.0613, over 974668.10 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06621, over 7059.26 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2974, pruned_loss=0.05951, over 133093.29 frames. utt_duration=1173 frames, utt_pad_proportion=0.09265, over 454.56 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2943, pruned_loss=0.06177, over 889374.10 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 6877.67 utterances.], batch size: 66, lr: 3.47e-04
2022-08-27 09:05:46,898 INFO [train.py:927] (5/8) Epoch 11, batch 150, giga_loss[loss=0.1554, simple_loss=0.2341, pruned_loss=0.03836, over 12401.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04104, over 40.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2798, pruned_loss=0.05534, over 1308013.56 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06873, over 9811.74 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.3, pruned_loss=0.0613, over 168079.88 frames. utt_duration=1199 frames, utt_pad_proportion=0.07787, over 561.21 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2783, pruned_loss=0.05496, over 1222903.58 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06903, over 9692.09 utterances.], batch size: 40, lr: 3.47e-04
2022-08-27 09:07:26,180 INFO [train.py:927] (5/8) Epoch 11, batch 200, giga_loss[loss=0.1672, simple_loss=0.2469, pruned_loss=0.04376, over 12374.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07023, over 211.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2709, pruned_loss=0.05191, over 1566515.87 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06695, over 12306.23 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2963, pruned_loss=0.05988, over 236154.24 frames. utt_duration=1276 frames, utt_pad_proportion=0.05918, over 741.23 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2689, pruned_loss=0.05132, over 1470773.27 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06802, over 12330.09 utterances.], batch size: 211, lr: 3.47e-04
2022-08-27 09:09:07,233 INFO [train.py:927] (5/8) Epoch 11, batch 250, giga_loss[loss=0.1619, simple_loss=0.241, pruned_loss=0.04146, over 12416.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07215, over 212.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.266, pruned_loss=0.04989, over 1766881.72 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06763, over 14005.15 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2971, pruned_loss=0.05963, over 301825.92 frames. utt_duration=1306 frames, utt_pad_proportion=0.04778, over 925.59 utterances.], giga_tot_loss[loss=0.1806, simple_loss=0.263, pruned_loss=0.04904, over 1669081.39 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06915, over 14192.29 utterances.], batch size: 212, lr: 3.47e-04
2022-08-27 09:10:46,696 INFO [train.py:927] (5/8) Epoch 11, batch 300, giga_loss[loss=0.167, simple_loss=0.2466, pruned_loss=0.04376, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03366, over 51.00 utterances.], tot_loss[loss=0.1788, simple_loss=0.2618, pruned_loss=0.04787, over 1923515.34 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06638, over 14540.31 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2964, pruned_loss=0.05874, over 355214.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.07396, over 1149.67 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.2585, pruned_loss=0.04697, over 1831845.12 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06593, over 14791.43 utterances.], batch size: 51, lr: 3.47e-04
2022-08-27 09:12:27,699 INFO [train.py:927] (5/8) Epoch 11, batch 350, giga_loss[loss=0.1587, simple_loss=0.24, pruned_loss=0.0387, over 12412.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03471, over 43.00 utterances.], tot_loss[loss=0.1759, simple_loss=0.2586, pruned_loss=0.04659, over 2045766.38 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06814, over 15746.75 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2927, pruned_loss=0.05737, over 427736.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.06455, over 1350.33 utterances.], giga_tot_loss[loss=0.1734, simple_loss=0.2553, pruned_loss=0.04569, over 1957083.26 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06839, over 16207.61 utterances.], batch size: 43, lr: 3.47e-04
2022-08-27 09:14:05,961 INFO [train.py:927] (5/8) Epoch 11, batch 400, giga_loss[loss=0.1577, simple_loss=0.2282, pruned_loss=0.04361, over 12434.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03543, over 86.00 utterances.], tot_loss[loss=0.1727, simple_loss=0.2551, pruned_loss=0.04517, over 2140133.24 frames. utt_duration=536.4 frames, utt_pad_proportion=0.0679, over 16004.44 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.0573, over 488168.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.05684, over 1516.62 utterances.], giga_tot_loss[loss=0.1698, simple_loss=0.2514, pruned_loss=0.04408, over 2058985.92 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06876, over 16608.52 utterances.], batch size: 86, lr: 3.47e-04
2022-08-27 09:15:44,883 INFO [train.py:927] (5/8) Epoch 11, batch 450, libri_loss[loss=0.232, simple_loss=0.3205, pruned_loss=0.07173, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006133, over 33.00 utterances.], tot_loss[loss=0.1703, simple_loss=0.2526, pruned_loss=0.04398, over 2214034.47 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06561, over 16411.06 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2941, pruned_loss=0.05747, over 547148.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05657, over 1729.58 utterances.], giga_tot_loss[loss=0.1666, simple_loss=0.2479, pruned_loss=0.04263, over 2140876.23 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0665, over 17102.11 utterances.], batch size: 33, lr: 3.47e-04
2022-08-27 09:17:22,501 INFO [train.py:927] (5/8) Epoch 11, batch 500, libri_loss[loss=0.181, simple_loss=0.2677, pruned_loss=0.04713, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006069, over 33.00 utterances.], tot_loss[loss=0.1763, simple_loss=0.2585, pruned_loss=0.047, over 2271745.07 frames. utt_duration=519.6 frames, utt_pad_proportion=0.07068, over 17538.17 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.293, pruned_loss=0.05706, over 603508.34 frames. utt_duration=1288 frames, utt_pad_proportion=0.05125, over 1876.79 utterances.], giga_tot_loss[loss=0.1729, simple_loss=0.2542, pruned_loss=0.04578, over 2207605.96 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07185, over 18381.65 utterances.], batch size: 33, lr: 3.47e-04
2022-08-27 09:19:04,587 INFO [train.py:927] (5/8) Epoch 11, batch 550, giga_loss[loss=0.2586, simple_loss=0.3332, pruned_loss=0.09201, over 12337.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03052, over 91.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.2698, pruned_loss=0.05217, over 2315552.72 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06818, over 17413.95 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2904, pruned_loss=0.05603, over 676875.74 frames. utt_duration=1311 frames, utt_pad_proportion=0.0459, over 2067.54 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2662, pruned_loss=0.0513, over 2257295.07 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06998, over 18464.65 utterances.], batch size: 91, lr: 3.47e-04
2022-08-27 09:20:43,947 INFO [train.py:927] (5/8) Epoch 11, batch 600, giga_loss[loss=0.1806, simple_loss=0.2798, pruned_loss=0.04066, over 12440.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03198, over 75.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.277, pruned_loss=0.05419, over 2349498.88 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06315, over 16831.26 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2901, pruned_loss=0.056, over 694957.73 frames. utt_duration=1315 frames, utt_pad_proportion=0.04481, over 2115.77 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2743, pruned_loss=0.05354, over 2302328.71 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06505, over 17742.20 utterances.], batch size: 75, lr: 3.47e-04
2022-08-27 09:22:26,781 INFO [train.py:927] (5/8) Epoch 11, batch 650, giga_loss[loss=0.2213, simple_loss=0.3125, pruned_loss=0.06509, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2812, pruned_loss=0.05538, over 2377518.16 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06162, over 17772.13 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05627, over 703831.94 frames. utt_duration=1299 frames, utt_pad_proportion=0.04693, over 2170.19 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.279, pruned_loss=0.05481, over 2340153.57 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06293, over 18505.65 utterances.], batch size: 161, lr: 3.47e-04
2022-08-27 09:24:05,143 INFO [train.py:927] (5/8) Epoch 11, batch 700, giga_loss[loss=0.1922, simple_loss=0.2872, pruned_loss=0.04854, over 12317.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2855, pruned_loss=0.05754, over 2398723.38 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05882, over 17809.68 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05601, over 798162.29 frames. utt_duration=1319 frames, utt_pad_proportion=0.04096, over 2423.47 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2837, pruned_loss=0.05724, over 2364349.76 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06097, over 18990.81 utterances.], batch size: 74, lr: 3.47e-04
2022-08-27 09:25:46,810 INFO [train.py:927] (5/8) Epoch 11, batch 750, giga_loss[loss=0.23, simple_loss=0.307, pruned_loss=0.07651, over 12257.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2905, pruned_loss=0.06057, over 2415226.55 frames. utt_duration=531 frames, utt_pad_proportion=0.05966, over 18246.16 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.29, pruned_loss=0.05674, over 855589.22 frames. utt_duration=1322 frames, utt_pad_proportion=0.03818, over 2592.19 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2889, pruned_loss=0.06023, over 2385723.04 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06184, over 19545.51 utterances.], batch size: 42, lr: 3.47e-04
2022-08-27 09:27:29,026 INFO [train.py:927] (5/8) Epoch 11, batch 800, giga_loss[loss=0.2048, simple_loss=0.3048, pruned_loss=0.05238, over 12366.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.294, pruned_loss=0.06126, over 2428416.89 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05858, over 18137.58 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2888, pruned_loss=0.05614, over 895348.08 frames. utt_duration=1330 frames, utt_pad_proportion=0.03647, over 2695.27 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2932, pruned_loss=0.06127, over 2403970.00 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06081, over 19422.69 utterances.], batch size: 91, lr: 3.47e-04
2022-08-27 09:29:11,384 INFO [train.py:927] (5/8) Epoch 11, batch 850, giga_loss[loss=0.1895, simple_loss=0.286, pruned_loss=0.04647, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0328, over 28.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.296, pruned_loss=0.06132, over 2437492.89 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05762, over 17512.01 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05641, over 934345.88 frames. utt_duration=1301 frames, utt_pad_proportion=0.04678, over 2876.40 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2954, pruned_loss=0.06136, over 2417155.78 frames. utt_duration=518.2 frames, utt_pad_proportion=0.05828, over 18711.49 utterances.], batch size: 28, lr: 3.47e-04
2022-08-27 09:30:49,653 INFO [train.py:927] (5/8) Epoch 11, batch 900, giga_loss[loss=0.2233, simple_loss=0.3097, pruned_loss=0.06846, over 12463.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.296, pruned_loss=0.06004, over 2445599.82 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05728, over 16971.26 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.291, pruned_loss=0.05672, over 965066.18 frames. utt_duration=1304 frames, utt_pad_proportion=0.04505, over 2964.15 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.06003, over 2428732.97 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05817, over 18100.22 utterances.], batch size: 75, lr: 3.47e-04
2022-08-27 09:32:32,293 INFO [train.py:927] (5/8) Epoch 11, batch 950, giga_loss[loss=0.2301, simple_loss=0.3122, pruned_loss=0.07401, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2981, pruned_loss=0.0624, over 2450938.00 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05398, over 16355.68 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.0562, over 994588.37 frames. utt_duration=1306 frames, utt_pad_proportion=0.04422, over 3050.36 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2977, pruned_loss=0.0627, over 2437476.65 frames. utt_duration=561 frames, utt_pad_proportion=0.0551, over 17425.23 utterances.], batch size: 86, lr: 3.47e-04
2022-08-27 09:34:13,504 INFO [train.py:927] (5/8) Epoch 11, batch 1000, giga_loss[loss=0.2114, simple_loss=0.2968, pruned_loss=0.06304, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06418, over 2456336.56 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05201, over 16446.49 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05575, over 1031410.74 frames. utt_duration=1315 frames, utt_pad_proportion=0.04254, over 3141.06 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.299, pruned_loss=0.06473, over 2444980.37 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05335, over 17508.72 utterances.], batch size: 80, lr: 3.47e-04
2022-08-27 09:35:52,487 INFO [train.py:927] (5/8) Epoch 11, batch 1050, giga_loss[loss=0.195, simple_loss=0.2775, pruned_loss=0.05631, over 12167.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03406, over 36.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2982, pruned_loss=0.06452, over 2459952.58 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05712, over 17328.71 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2898, pruned_loss=0.05606, over 1073948.36 frames. utt_duration=1272 frames, utt_pad_proportion=0.05397, over 3382.33 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2984, pruned_loss=0.06506, over 2450588.85 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05631, over 18316.97 utterances.], batch size: 36, lr: 3.47e-04
2022-08-27 09:37:38,637 INFO [train.py:927] (5/8) Epoch 11, batch 1100, giga_loss[loss=0.2074, simple_loss=0.2968, pruned_loss=0.05904, over 12358.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2964, pruned_loss=0.06355, over 2463456.88 frames. utt_duration=575 frames, utt_pad_proportion=0.05912, over 17181.34 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.289, pruned_loss=0.05556, over 1114937.25 frames. utt_duration=1283 frames, utt_pad_proportion=0.05166, over 3479.85 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2971, pruned_loss=0.06439, over 2456035.03 frames. utt_duration=539.8 frames, utt_pad_proportion=0.05876, over 18248.86 utterances.], batch size: 58, lr: 3.47e-04
2022-08-27 09:39:18,568 INFO [train.py:927] (5/8) Epoch 11, batch 1150, giga_loss[loss=0.1969, simple_loss=0.2717, pruned_loss=0.06107, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03912, over 37.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2928, pruned_loss=0.06214, over 2466329.61 frames. utt_duration=531.2 frames, utt_pad_proportion=0.0623, over 18625.85 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2885, pruned_loss=0.05548, over 1135247.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.0504, over 3532.43 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2936, pruned_loss=0.06292, over 2460319.16 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06215, over 19615.79 utterances.], batch size: 37, lr: 3.46e-04
2022-08-27 09:41:00,364 INFO [train.py:927] (5/8) Epoch 11, batch 1200, giga_loss[loss=0.1869, simple_loss=0.2778, pruned_loss=0.04796, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02685, over 70.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2887, pruned_loss=0.0607, over 2469023.41 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06818, over 19764.12 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2883, pruned_loss=0.05536, over 1155366.34 frames. utt_duration=1291 frames, utt_pad_proportion=0.0492, over 3584.19 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2894, pruned_loss=0.06143, over 2464071.78 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06804, over 20706.57 utterances.], batch size: 70, lr: 3.46e-04
2022-08-27 09:42:42,262 INFO [train.py:927] (5/8) Epoch 11, batch 1250, giga_loss[loss=0.1956, simple_loss=0.2822, pruned_loss=0.05453, over 12361.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03179, over 97.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2887, pruned_loss=0.06043, over 2470006.50 frames. utt_duration=508 frames, utt_pad_proportion=0.07, over 19507.93 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05572, over 1168391.47 frames. utt_duration=1267 frames, utt_pad_proportion=0.05761, over 3693.29 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2889, pruned_loss=0.06089, over 2466188.77 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0685, over 20292.71 utterances.], batch size: 97, lr: 3.46e-04
2022-08-27 09:44:25,252 INFO [train.py:927] (5/8) Epoch 11, batch 1300, giga_loss[loss=0.2131, simple_loss=0.2882, pruned_loss=0.069, over 12463.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03432, over 86.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2863, pruned_loss=0.06001, over 2470375.74 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06771, over 18354.65 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2882, pruned_loss=0.05557, over 1200661.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.05564, over 3769.26 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2868, pruned_loss=0.06054, over 2467287.94 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06698, over 19247.87 utterances.], batch size: 86, lr: 3.46e-04
2022-08-27 09:46:04,914 INFO [train.py:927] (5/8) Epoch 11, batch 1350, giga_loss[loss=0.1912, simple_loss=0.2771, pruned_loss=0.05265, over 12378.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2837, pruned_loss=0.05896, over 2470393.78 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06619, over 17753.65 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2885, pruned_loss=0.05567, over 1238016.08 frames. utt_duration=1269 frames, utt_pad_proportion=0.05535, over 3908.39 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2839, pruned_loss=0.05945, over 2468140.31 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06583, over 18714.07 utterances.], batch size: 66, lr: 3.46e-04
2022-08-27 09:47:46,562 INFO [train.py:927] (5/8) Epoch 11, batch 1400, libri_loss[loss=0.1945, simple_loss=0.2922, pruned_loss=0.04839, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005253, over 34.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2811, pruned_loss=0.05811, over 2470566.76 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06527, over 17248.82 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2886, pruned_loss=0.0556, over 1268319.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.05357, over 3971.09 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.281, pruned_loss=0.05859, over 2468968.66 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06545, over 18273.47 utterances.], batch size: 34, lr: 3.46e-04
2022-08-27 09:49:28,806 INFO [train.py:927] (5/8) Epoch 11, batch 1450, giga_loss[loss=0.1894, simple_loss=0.2699, pruned_loss=0.05442, over 12453.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03458, over 105.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.278, pruned_loss=0.05679, over 2471111.62 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06316, over 17053.63 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2878, pruned_loss=0.0553, over 1303387.30 frames. utt_duration=1287 frames, utt_pad_proportion=0.05217, over 4055.19 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.278, pruned_loss=0.05737, over 2470344.08 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06382, over 18153.16 utterances.], batch size: 105, lr: 3.46e-04
2022-08-27 09:51:11,417 INFO [train.py:927] (5/8) Epoch 11, batch 1500, giga_loss[loss=0.1812, simple_loss=0.2637, pruned_loss=0.04933, over 12354.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04353, over 26.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2758, pruned_loss=0.05578, over 2471084.29 frames. utt_duration=586.5 frames, utt_pad_proportion=0.0643, over 16895.31 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.288, pruned_loss=0.05534, over 1332206.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.05087, over 4148.90 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2755, pruned_loss=0.05626, over 2470535.70 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06513, over 17967.02 utterances.], batch size: 26, lr: 3.46e-04
2022-08-27 09:52:53,380 INFO [train.py:927] (5/8) Epoch 11, batch 1550, giga_loss[loss=0.2108, simple_loss=0.2962, pruned_loss=0.06269, over 12366.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03135, over 85.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2754, pruned_loss=0.0557, over 2471146.84 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06668, over 17151.47 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2878, pruned_loss=0.0551, over 1354946.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.05082, over 4233.39 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.275, pruned_loss=0.05619, over 2470613.08 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06738, over 18163.66 utterances.], batch size: 85, lr: 3.46e-04
2022-08-27 09:54:31,750 INFO [train.py:927] (5/8) Epoch 11, batch 1600, libri_loss[loss=0.2067, simple_loss=0.3014, pruned_loss=0.056, over 12364.00 frames. utt_duration=762.3 frames, utt_pad_proportion=0.1238, over 65.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2796, pruned_loss=0.05798, over 2471649.57 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06358, over 16698.86 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2883, pruned_loss=0.05516, over 1419974.70 frames. utt_duration=1251 frames, utt_pad_proportion=0.0575, over 4545.66 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2784, pruned_loss=0.05846, over 2471335.80 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06311, over 17931.04 utterances.], batch size: 65, lr: 3.46e-04
2022-08-27 09:56:14,328 INFO [train.py:927] (5/8) Epoch 11, batch 1650, giga_loss[loss=0.2604, simple_loss=0.343, pruned_loss=0.08891, over 12360.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06687, over 210.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2861, pruned_loss=0.06136, over 2471533.40 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06352, over 17418.64 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.288, pruned_loss=0.05499, over 1425059.83 frames. utt_duration=1253 frames, utt_pad_proportion=0.05718, over 4552.93 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2854, pruned_loss=0.06186, over 2471451.69 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06323, over 18434.01 utterances.], batch size: 210, lr: 3.46e-04
2022-08-27 09:57:57,208 INFO [train.py:927] (5/8) Epoch 11, batch 1700, giga_loss[loss=0.2654, simple_loss=0.3451, pruned_loss=0.09287, over 12419.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06652, over 184.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2922, pruned_loss=0.06367, over 2472162.24 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06568, over 18351.12 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2876, pruned_loss=0.05497, over 1460779.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05486, over 4630.33 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2919, pruned_loss=0.06434, over 2472404.43 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06594, over 19522.97 utterances.], batch size: 184, lr: 3.46e-04
2022-08-27 09:59:39,144 INFO [train.py:927] (5/8) Epoch 11, batch 1750, giga_loss[loss=0.2183, simple_loss=0.2969, pruned_loss=0.06988, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03028, over 42.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2987, pruned_loss=0.06669, over 2472218.78 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06745, over 18403.39 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2882, pruned_loss=0.0553, over 1481068.68 frames. utt_duration=1243 frames, utt_pad_proportion=0.0605, over 4773.46 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2983, pruned_loss=0.06724, over 2472206.33 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06644, over 19454.63 utterances.], batch size: 42, lr: 3.46e-04
2022-08-27 10:01:23,395 INFO [train.py:927] (5/8) Epoch 11, batch 1800, giga_loss[loss=0.1974, simple_loss=0.2824, pruned_loss=0.05626, over 12355.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2957, pruned_loss=0.06372, over 2472395.89 frames. utt_duration=534 frames, utt_pad_proportion=0.06639, over 18571.44 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2884, pruned_loss=0.05548, over 1490898.77 frames. utt_duration=1225 frames, utt_pad_proportion=0.06688, over 4874.25 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2954, pruned_loss=0.06414, over 2472447.48 frames. utt_duration=510.4 frames, utt_pad_proportion=0.0644, over 19434.45 utterances.], batch size: 97, lr: 3.46e-04
2022-08-27 10:03:07,597 INFO [train.py:927] (5/8) Epoch 11, batch 1850, giga_loss[loss=0.2406, simple_loss=0.3194, pruned_loss=0.08092, over 12373.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07529, over 212.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2962, pruned_loss=0.06345, over 2473069.07 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06619, over 18695.51 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05581, over 1510145.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.07221, over 4988.56 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2957, pruned_loss=0.06373, over 2473330.58 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06322, over 19512.70 utterances.], batch size: 212, lr: 3.46e-04
2022-08-27 10:04:52,723 INFO [train.py:927] (5/8) Epoch 11, batch 1900, giga_loss[loss=0.2429, simple_loss=0.3152, pruned_loss=0.08531, over 12392.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2979, pruned_loss=0.06465, over 2472951.69 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06358, over 18394.06 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2885, pruned_loss=0.05566, over 1529073.78 frames. utt_duration=1220 frames, utt_pad_proportion=0.07054, over 5017.55 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2979, pruned_loss=0.0651, over 2473322.73 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06165, over 19257.66 utterances.], batch size: 258, lr: 3.46e-04
2022-08-27 10:06:38,263 INFO [train.py:927] (5/8) Epoch 11, batch 1950, giga_loss[loss=0.2398, simple_loss=0.3205, pruned_loss=0.0796, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02982, over 55.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2991, pruned_loss=0.0657, over 2473633.31 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06459, over 17882.79 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2884, pruned_loss=0.05599, over 1552549.12 frames. utt_duration=1221 frames, utt_pad_proportion=0.06928, over 5091.11 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2994, pruned_loss=0.06608, over 2473851.50 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06321, over 18799.61 utterances.], batch size: 55, lr: 3.46e-04
2022-08-27 10:08:22,987 INFO [train.py:927] (5/8) Epoch 11, batch 2000, giga_loss[loss=0.2384, simple_loss=0.3208, pruned_loss=0.07798, over 12403.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06268, over 183.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2997, pruned_loss=0.06642, over 2473287.78 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06755, over 18042.21 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2879, pruned_loss=0.0558, over 1561509.35 frames. utt_duration=1226 frames, utt_pad_proportion=0.06855, over 5101.18 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3003, pruned_loss=0.06692, over 2473660.46 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06653, over 18870.48 utterances.], batch size: 183, lr: 3.46e-04
2022-08-27 10:10:05,388 INFO [train.py:927] (5/8) Epoch 11, batch 2050, giga_loss[loss=0.2297, simple_loss=0.3179, pruned_loss=0.07073, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04176, over 31.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3014, pruned_loss=0.06661, over 2473484.18 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06563, over 17069.33 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2881, pruned_loss=0.05577, over 1584010.43 frames. utt_duration=1224 frames, utt_pad_proportion=0.06748, over 5182.07 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3021, pruned_loss=0.06727, over 2473817.47 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06514, over 17940.66 utterances.], batch size: 31, lr: 3.46e-04
2022-08-27 10:11:47,693 INFO [train.py:927] (5/8) Epoch 11, batch 2100, giga_loss[loss=0.1816, simple_loss=0.2743, pruned_loss=0.04445, over 12246.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03222, over 28.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3009, pruned_loss=0.06651, over 2472723.51 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06284, over 16300.33 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.0558, over 1610132.44 frames. utt_duration=1211 frames, utt_pad_proportion=0.07216, over 5323.42 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3018, pruned_loss=0.0673, over 2473173.11 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06135, over 17175.24 utterances.], batch size: 28, lr: 3.46e-04
2022-08-27 10:13:38,319 INFO [train.py:927] (5/8) Epoch 11, batch 2150, giga_loss[loss=0.2288, simple_loss=0.3067, pruned_loss=0.07548, over 12473.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0351, over 43.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3003, pruned_loss=0.0668, over 2472924.30 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05844, over 15711.18 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2879, pruned_loss=0.05582, over 1627157.33 frames. utt_duration=1211 frames, utt_pad_proportion=0.07121, over 5381.53 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3013, pruned_loss=0.06762, over 2473370.98 frames. utt_duration=599.4 frames, utt_pad_proportion=0.0576, over 16548.30 utterances.], batch size: 43, lr: 3.46e-04
2022-08-27 10:15:20,719 INFO [train.py:927] (5/8) Epoch 11, batch 2200, giga_loss[loss=0.2738, simple_loss=0.3409, pruned_loss=0.1033, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07196, over 212.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3013, pruned_loss=0.06778, over 2472725.39 frames. utt_duration=617 frames, utt_pad_proportion=0.05939, over 16070.76 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2881, pruned_loss=0.05581, over 1643679.55 frames. utt_duration=1216 frames, utt_pad_proportion=0.06982, over 5413.65 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3023, pruned_loss=0.06865, over 2473320.52 frames. utt_duration=587.1 frames, utt_pad_proportion=0.059, over 16893.46 utterances.], batch size: 212, lr: 3.46e-04
2022-08-27 10:17:04,033 INFO [train.py:927] (5/8) Epoch 11, batch 2250, giga_loss[loss=0.2106, simple_loss=0.29, pruned_loss=0.06556, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03664, over 43.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3002, pruned_loss=0.06685, over 2472099.73 frames. utt_duration=647.3 frames, utt_pad_proportion=0.05589, over 15311.96 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2868, pruned_loss=0.05531, over 1675951.06 frames. utt_duration=1228 frames, utt_pad_proportion=0.06732, over 5465.33 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3022, pruned_loss=0.06826, over 2472851.36 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05632, over 16286.56 utterances.], batch size: 43, lr: 3.46e-04
2022-08-27 10:18:46,279 INFO [train.py:927] (5/8) Epoch 11, batch 2300, giga_loss[loss=0.2179, simple_loss=0.2995, pruned_loss=0.06814, over 12375.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2992, pruned_loss=0.06659, over 2472021.59 frames. utt_duration=635.6 frames, utt_pad_proportion=0.06265, over 15594.68 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2861, pruned_loss=0.05515, over 1699016.12 frames. utt_duration=1239 frames, utt_pad_proportion=0.06523, over 5492.02 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3016, pruned_loss=0.06811, over 2473078.25 frames. utt_duration=597.1 frames, utt_pad_proportion=0.06311, over 16609.36 utterances.], batch size: 183, lr: 3.46e-04
2022-08-27 10:20:30,821 INFO [train.py:927] (5/8) Epoch 11, batch 2350, giga_loss[loss=0.199, simple_loss=0.281, pruned_loss=0.05852, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.297, pruned_loss=0.06533, over 2470786.64 frames. utt_duration=639.8 frames, utt_pad_proportion=0.06246, over 15482.90 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2861, pruned_loss=0.05508, over 1725024.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.06281, over 5538.21 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2992, pruned_loss=0.06694, over 2472193.97 frames. utt_duration=598.1 frames, utt_pad_proportion=0.0635, over 16575.29 utterances.], batch size: 48, lr: 3.46e-04
2022-08-27 10:22:13,526 INFO [train.py:927] (5/8) Epoch 11, batch 2400, giga_loss[loss=0.2119, simple_loss=0.2814, pruned_loss=0.07121, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02659, over 42.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2957, pruned_loss=0.06524, over 2472163.26 frames. utt_duration=642.3 frames, utt_pad_proportion=0.05909, over 15430.84 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.05505, over 1728888.51 frames. utt_duration=1250 frames, utt_pad_proportion=0.06252, over 5539.52 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2976, pruned_loss=0.06657, over 2473140.49 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06018, over 16331.59 utterances.], batch size: 42, lr: 3.46e-04
2022-08-27 10:23:57,688 INFO [train.py:927] (5/8) Epoch 11, batch 2450, giga_loss[loss=0.2038, simple_loss=0.2809, pruned_loss=0.06336, over 12137.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.0313, over 30.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2934, pruned_loss=0.0642, over 2471976.50 frames. utt_duration=633.9 frames, utt_pad_proportion=0.0571, over 15636.32 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.286, pruned_loss=0.05493, over 1750907.17 frames. utt_duration=1254 frames, utt_pad_proportion=0.06074, over 5593.55 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2952, pruned_loss=0.06561, over 2472753.39 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05855, over 16579.00 utterances.], batch size: 30, lr: 3.46e-04
2022-08-27 10:25:38,862 INFO [train.py:927] (5/8) Epoch 11, batch 2500, giga_loss[loss=0.1867, simple_loss=0.2632, pruned_loss=0.05512, over 12446.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04385, over 31.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2904, pruned_loss=0.06287, over 2471329.83 frames. utt_duration=631.5 frames, utt_pad_proportion=0.05699, over 15690.45 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2865, pruned_loss=0.05512, over 1772553.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.05888, over 5652.18 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2916, pruned_loss=0.06409, over 2471675.87 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05872, over 16676.82 utterances.], batch size: 31, lr: 3.46e-04
2022-08-27 10:27:24,149 INFO [train.py:927] (5/8) Epoch 11, batch 2550, giga_loss[loss=0.2116, simple_loss=0.306, pruned_loss=0.0586, over 12434.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06105, over 2470948.16 frames. utt_duration=644 frames, utt_pad_proportion=0.0584, over 15382.65 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.286, pruned_loss=0.05499, over 1792933.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05722, over 5676.37 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2883, pruned_loss=0.0623, over 2471519.88 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06028, over 16422.88 utterances.], batch size: 162, lr: 3.46e-04
2022-08-27 10:29:08,686 INFO [train.py:927] (5/8) Epoch 11, batch 2600, giga_loss[loss=0.2063, simple_loss=0.303, pruned_loss=0.05479, over 12395.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2886, pruned_loss=0.06144, over 2471440.21 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06467, over 16821.12 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2856, pruned_loss=0.0549, over 1805881.02 frames. utt_duration=1272 frames, utt_pad_proportion=0.05646, over 5684.79 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.29, pruned_loss=0.06259, over 2472338.24 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06595, over 17815.41 utterances.], batch size: 133, lr: 3.46e-04
2022-08-27 10:30:49,935 INFO [train.py:927] (5/8) Epoch 11, batch 2650, giga_loss[loss=0.186, simple_loss=0.274, pruned_loss=0.04901, over 12437.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03771, over 40.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2903, pruned_loss=0.06139, over 2471162.04 frames. utt_duration=583 frames, utt_pad_proportion=0.06469, over 16998.30 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2869, pruned_loss=0.05529, over 1825316.76 frames. utt_duration=1269 frames, utt_pad_proportion=0.05568, over 5762.57 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2905, pruned_loss=0.06222, over 2472130.63 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06606, over 18042.67 utterances.], batch size: 40, lr: 3.45e-04
2022-08-27 10:32:30,824 INFO [train.py:927] (5/8) Epoch 11, batch 2700, giga_loss[loss=0.1815, simple_loss=0.2635, pruned_loss=0.04978, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03587, over 31.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.29, pruned_loss=0.06053, over 2471966.84 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06021, over 16932.45 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.05549, over 1834896.31 frames. utt_duration=1271 frames, utt_pad_proportion=0.05479, over 5782.02 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2899, pruned_loss=0.06112, over 2472806.73 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06181, over 17895.27 utterances.], batch size: 31, lr: 3.45e-04
2022-08-27 10:34:11,225 INFO [train.py:927] (5/8) Epoch 11, batch 2750, giga_loss[loss=0.1694, simple_loss=0.266, pruned_loss=0.03642, over 12418.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03363, over 75.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2903, pruned_loss=0.06033, over 2472579.31 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05946, over 16823.64 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2877, pruned_loss=0.05566, over 1853968.01 frames. utt_duration=1256 frames, utt_pad_proportion=0.05942, over 5910.56 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.29, pruned_loss=0.06081, over 2473078.09 frames. utt_duration=558 frames, utt_pad_proportion=0.05958, over 17775.69 utterances.], batch size: 75, lr: 3.45e-04
2022-08-27 10:35:54,392 INFO [train.py:927] (5/8) Epoch 11, batch 2800, giga_loss[loss=0.2228, simple_loss=0.3037, pruned_loss=0.07093, over 12353.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03985, over 113.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2909, pruned_loss=0.06087, over 2472792.11 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05815, over 16487.40 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2877, pruned_loss=0.05575, over 1863237.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05853, over 5921.85 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2908, pruned_loss=0.06127, over 2473154.62 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05858, over 17376.78 utterances.], batch size: 113, lr: 3.45e-04
2022-08-27 10:37:39,450 INFO [train.py:927] (5/8) Epoch 11, batch 2850, giga_loss[loss=0.2106, simple_loss=0.2985, pruned_loss=0.06137, over 12380.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02994, over 85.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2926, pruned_loss=0.06121, over 2473154.57 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05735, over 16827.38 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2874, pruned_loss=0.05569, over 1878407.46 frames. utt_duration=1268 frames, utt_pad_proportion=0.05718, over 5933.73 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2928, pruned_loss=0.0617, over 2473381.64 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05813, over 17780.44 utterances.], batch size: 85, lr: 3.45e-04
2022-08-27 10:39:21,032 INFO [train.py:927] (5/8) Epoch 11, batch 2900, giga_loss[loss=0.2367, simple_loss=0.3203, pruned_loss=0.07653, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03538, over 123.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2936, pruned_loss=0.0616, over 2473153.40 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06311, over 17271.77 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2873, pruned_loss=0.0556, over 1884427.19 frames. utt_duration=1267 frames, utt_pad_proportion=0.05702, over 5957.28 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2939, pruned_loss=0.06209, over 2473259.55 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06349, over 18095.02 utterances.], batch size: 123, lr: 3.45e-04
2022-08-27 10:41:01,150 INFO [train.py:927] (5/8) Epoch 11, batch 2950, giga_loss[loss=0.1952, simple_loss=0.2875, pruned_loss=0.05145, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03811, over 123.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2939, pruned_loss=0.06192, over 2473448.62 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06114, over 17408.28 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2872, pruned_loss=0.05552, over 1893170.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.05662, over 5979.90 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2943, pruned_loss=0.06244, over 2473577.32 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06166, over 18186.57 utterances.], batch size: 123, lr: 3.45e-04
2022-08-27 10:42:42,882 INFO [train.py:927] (5/8) Epoch 11, batch 3000, giga_loss[loss=0.2386, simple_loss=0.3198, pruned_loss=0.07872, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04052, over 133.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2932, pruned_loss=0.06185, over 2473228.96 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05908, over 17497.63 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2875, pruned_loss=0.05573, over 1907101.63 frames. utt_duration=1255 frames, utt_pad_proportion=0.06077, over 6083.59 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2935, pruned_loss=0.06229, over 2473720.16 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05854, over 18287.69 utterances.], batch size: 133, lr: 3.45e-04
2022-08-27 10:42:42,884 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 10:42:57,340 INFO [train.py:967] (5/8) 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 10:44:36,312 INFO [train.py:927] (5/8) Epoch 11, batch 3050, giga_loss[loss=0.222, simple_loss=0.305, pruned_loss=0.0695, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02941, over 45.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2942, pruned_loss=0.06159, over 2474053.60 frames. utt_duration=541.9 frames, utt_pad_proportion=0.0613, over 18311.65 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2881, pruned_loss=0.05613, over 1921037.61 frames. utt_duration=1251 frames, utt_pad_proportion=0.06052, over 6151.85 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2941, pruned_loss=0.06181, over 2474533.72 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06085, over 19143.50 utterances.], batch size: 45, lr: 3.45e-04
2022-08-27 10:46:16,302 INFO [train.py:927] (5/8) Epoch 11, batch 3100, giga_loss[loss=0.2182, simple_loss=0.2818, pruned_loss=0.07735, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03694, over 37.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2935, pruned_loss=0.06118, over 2473647.83 frames. utt_duration=541.7 frames, utt_pad_proportion=0.0626, over 18314.97 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2878, pruned_loss=0.05603, over 1934489.01 frames. utt_duration=1257 frames, utt_pad_proportion=0.05912, over 6161.98 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2938, pruned_loss=0.06153, over 2474257.32 frames. utt_duration=516 frames, utt_pad_proportion=0.06256, over 19236.10 utterances.], batch size: 37, lr: 3.45e-04
2022-08-27 10:47:54,895 INFO [train.py:927] (5/8) Epoch 11, batch 3150, giga_loss[loss=0.196, simple_loss=0.2833, pruned_loss=0.05437, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2912, pruned_loss=0.06081, over 2474322.45 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05895, over 17498.43 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2881, pruned_loss=0.05631, over 1947961.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05783, over 6191.72 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2913, pruned_loss=0.061, over 2474678.61 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05949, over 18464.78 utterances.], batch size: 91, lr: 3.45e-04
2022-08-27 10:49:31,540 INFO [train.py:927] (5/8) Epoch 11, batch 3200, giga_loss[loss=0.2357, simple_loss=0.3154, pruned_loss=0.07806, over 12274.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02701, over 54.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2892, pruned_loss=0.0606, over 2473107.91 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05726, over 17074.22 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2879, pruned_loss=0.05612, over 1965854.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.05615, over 6207.62 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2895, pruned_loss=0.06103, over 2473608.43 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05835, over 18187.58 utterances.], batch size: 54, lr: 3.45e-04
2022-08-27 10:51:12,570 INFO [train.py:927] (5/8) Epoch 11, batch 3250, giga_loss[loss=0.195, simple_loss=0.2779, pruned_loss=0.05605, over 12455.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02734, over 80.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2874, pruned_loss=0.06003, over 2473826.21 frames. utt_duration=581 frames, utt_pad_proportion=0.05749, over 17076.36 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05618, over 1983465.72 frames. utt_duration=1274 frames, utt_pad_proportion=0.05455, over 6236.69 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2876, pruned_loss=0.06048, over 2474111.62 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05882, over 18279.85 utterances.], batch size: 80, lr: 3.45e-04
2022-08-27 10:52:52,504 INFO [train.py:927] (5/8) Epoch 11, batch 3300, giga_loss[loss=0.1999, simple_loss=0.2719, pruned_loss=0.06397, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03136, over 85.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2846, pruned_loss=0.05982, over 2473695.79 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05809, over 17458.42 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2881, pruned_loss=0.05627, over 1988533.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.05402, over 6243.32 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2847, pruned_loss=0.06014, over 2473775.44 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05927, over 18492.16 utterances.], batch size: 85, lr: 3.45e-04
2022-08-27 10:54:32,136 INFO [train.py:927] (5/8) Epoch 11, batch 3350, giga_loss[loss=0.2129, simple_loss=0.2952, pruned_loss=0.06531, over 12344.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.0279, over 70.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2852, pruned_loss=0.05992, over 2473583.17 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05409, over 16934.05 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2881, pruned_loss=0.05637, over 2004745.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.05252, over 6266.33 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2852, pruned_loss=0.06023, over 2474127.42 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05578, over 18087.11 utterances.], batch size: 70, lr: 3.45e-04
2022-08-27 10:56:12,080 INFO [train.py:927] (5/8) Epoch 11, batch 3400, giga_loss[loss=0.2159, simple_loss=0.2915, pruned_loss=0.07012, over 12216.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.287, pruned_loss=0.06014, over 2473159.58 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05044, over 16497.55 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2878, pruned_loss=0.05616, over 2015827.50 frames. utt_duration=1288 frames, utt_pad_proportion=0.05137, over 6269.70 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2872, pruned_loss=0.0606, over 2474036.52 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05241, over 17642.87 utterances.], batch size: 39, lr: 3.45e-04
2022-08-27 10:57:52,632 INFO [train.py:927] (5/8) Epoch 11, batch 3450, giga_loss[loss=0.2172, simple_loss=0.3018, pruned_loss=0.06628, over 12432.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2902, pruned_loss=0.06103, over 2473861.22 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05108, over 16489.21 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2886, pruned_loss=0.05649, over 2029194.77 frames. utt_duration=1292 frames, utt_pad_proportion=0.0499, over 6291.33 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2898, pruned_loss=0.06127, over 2474738.55 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0531, over 17670.07 utterances.], batch size: 105, lr: 3.45e-04
2022-08-27 10:59:37,342 INFO [train.py:927] (5/8) Epoch 11, batch 3500, giga_loss[loss=0.2163, simple_loss=0.3033, pruned_loss=0.06464, over 12076.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0413, over 30.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2949, pruned_loss=0.06424, over 2474129.94 frames. utt_duration=591.5 frames, utt_pad_proportion=0.0553, over 16774.55 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2891, pruned_loss=0.0568, over 2040499.61 frames. utt_duration=1287 frames, utt_pad_proportion=0.04973, over 6347.75 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2943, pruned_loss=0.06432, over 2474568.08 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05671, over 17898.35 utterances.], batch size: 30, lr: 3.45e-04
2022-08-27 11:01:20,115 INFO [train.py:927] (5/8) Epoch 11, batch 3550, giga_loss[loss=0.226, simple_loss=0.3106, pruned_loss=0.07069, over 12172.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03345, over 39.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3016, pruned_loss=0.06846, over 2473934.42 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06007, over 18195.52 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2893, pruned_loss=0.05684, over 2046961.30 frames. utt_duration=1284 frames, utt_pad_proportion=0.04945, over 6382.41 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3011, pruned_loss=0.06865, over 2474290.62 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06105, over 19219.24 utterances.], batch size: 39, lr: 3.45e-04
2022-08-27 11:03:06,274 INFO [train.py:927] (5/8) Epoch 11, batch 3600, giga_loss[loss=0.2541, simple_loss=0.3338, pruned_loss=0.08719, over 12341.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04274, over 26.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07323, over 2474268.76 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06537, over 18893.38 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2893, pruned_loss=0.05685, over 2057373.80 frames. utt_duration=1287 frames, utt_pad_proportion=0.04854, over 6399.66 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3073, pruned_loss=0.07366, over 2474693.39 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06619, over 19953.35 utterances.], batch size: 26, lr: 3.45e-04
2022-08-27 11:04:51,163 INFO [train.py:927] (5/8) Epoch 11, batch 3650, giga_loss[loss=0.3714, simple_loss=0.4013, pruned_loss=0.1707, over 12377.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3139, pruned_loss=0.07865, over 2474480.16 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0698, over 20221.72 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2896, pruned_loss=0.05691, over 2063593.72 frames. utt_duration=1289 frames, utt_pad_proportion=0.04788, over 6413.55 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3139, pruned_loss=0.07921, over 2474827.53 frames. utt_duration=467.8 frames, utt_pad_proportion=0.0705, over 21227.90 utterances.], batch size: 258, lr: 3.45e-04
2022-08-27 11:06:35,641 INFO [train.py:927] (5/8) Epoch 11, batch 3700, giga_loss[loss=0.2434, simple_loss=0.3208, pruned_loss=0.083, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.08364, over 2474808.55 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0737, over 21196.69 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2897, pruned_loss=0.05694, over 2069511.40 frames. utt_duration=1289 frames, utt_pad_proportion=0.04769, over 6430.15 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3198, pruned_loss=0.08435, over 2475272.03 frames. utt_duration=448.3 frames, utt_pad_proportion=0.0742, over 22156.73 utterances.], batch size: 70, lr: 3.45e-04
2022-08-27 11:08:24,352 INFO [train.py:927] (5/8) Epoch 11, batch 3750, giga_loss[loss=0.2254, simple_loss=0.2999, pruned_loss=0.07547, over 12379.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02768, over 66.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3252, pruned_loss=0.08835, over 2474717.49 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07905, over 22258.57 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.29, pruned_loss=0.05709, over 2083140.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05294, over 6560.78 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3263, pruned_loss=0.08978, over 2475428.41 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07846, over 23420.31 utterances.], batch size: 66, lr: 3.45e-04
2022-08-27 11:10:08,081 INFO [train.py:927] (5/8) Epoch 11, batch 3800, giga_loss[loss=0.2447, simple_loss=0.3145, pruned_loss=0.0875, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03522, over 105.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.324, pruned_loss=0.08844, over 2474318.74 frames. utt_duration=444.4 frames, utt_pad_proportion=0.08114, over 22341.76 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2894, pruned_loss=0.05697, over 2090321.95 frames. utt_duration=1277 frames, utt_pad_proportion=0.05209, over 6554.63 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.326, pruned_loss=0.09029, over 2475455.26 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08099, over 23582.70 utterances.], batch size: 105, lr: 3.45e-04
2022-08-27 11:11:51,357 INFO [train.py:927] (5/8) Epoch 11, batch 3850, giga_loss[loss=0.2371, simple_loss=0.3175, pruned_loss=0.07833, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03175, over 42.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3243, pruned_loss=0.08759, over 2474694.87 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07764, over 21311.72 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2898, pruned_loss=0.05723, over 2101794.77 frames. utt_duration=1262 frames, utt_pad_proportion=0.05753, over 6670.35 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3265, pruned_loss=0.08971, over 2475536.09 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07646, over 22612.52 utterances.], batch size: 42, lr: 3.45e-04
2022-08-27 11:13:34,576 INFO [train.py:927] (5/8) Epoch 11, batch 3900, giga_loss[loss=0.2273, simple_loss=0.3077, pruned_loss=0.07346, over 12415.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03777, over 113.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3255, pruned_loss=0.08797, over 2474566.88 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0768, over 21301.47 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2895, pruned_loss=0.05709, over 2109017.68 frames. utt_duration=1264 frames, utt_pad_proportion=0.05666, over 6679.78 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3281, pruned_loss=0.09031, over 2475391.87 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07622, over 22582.34 utterances.], batch size: 113, lr: 3.45e-04
2022-08-27 11:15:16,173 INFO [train.py:927] (5/8) Epoch 11, batch 3950, giga_loss[loss=0.2297, simple_loss=0.3143, pruned_loss=0.07256, over 12439.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03628, over 105.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3239, pruned_loss=0.08508, over 2474787.68 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07337, over 20467.76 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2896, pruned_loss=0.057, over 2115965.45 frames. utt_duration=1265 frames, utt_pad_proportion=0.05599, over 6697.16 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3265, pruned_loss=0.08755, over 2475735.10 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07339, over 21733.89 utterances.], batch size: 105, lr: 3.45e-04
2022-08-27 11:16:57,366 INFO [train.py:927] (5/8) Epoch 11, batch 4000, libri_loss[loss=0.2085, simple_loss=0.304, pruned_loss=0.05648, over 12477.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03062, over 46.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3209, pruned_loss=0.08202, over 2474687.64 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0716, over 20361.46 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2894, pruned_loss=0.05678, over 2128211.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05443, over 6705.80 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3242, pruned_loss=0.085, over 2475535.82 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07233, over 21804.17 utterances.], batch size: 46, lr: 3.45e-04
2022-08-27 11:18:38,241 INFO [train.py:927] (5/8) Epoch 11, batch 4050, libri_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.0572, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005149, over 34.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.319, pruned_loss=0.08069, over 2474744.47 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07279, over 20715.61 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2892, pruned_loss=0.05664, over 2136872.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.05325, over 6707.08 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3225, pruned_loss=0.08374, over 2475366.30 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07375, over 22185.13 utterances.], batch size: 34, lr: 3.45e-04
2022-08-27 11:20:25,456 INFO [train.py:927] (5/8) Epoch 11, batch 4100, giga_loss[loss=0.2952, simple_loss=0.3479, pruned_loss=0.1212, over 12386.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.104, over 258.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3172, pruned_loss=0.07973, over 2474291.64 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07463, over 20655.12 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2884, pruned_loss=0.0564, over 2152598.84 frames. utt_duration=1281 frames, utt_pad_proportion=0.05225, over 6729.52 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3221, pruned_loss=0.0835, over 2475509.32 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07583, over 22471.17 utterances.], batch size: 258, lr: 3.45e-04
2022-08-27 11:22:22,679 INFO [train.py:927] (5/8) Epoch 11, batch 4150, libri_loss[loss=0.2112, simple_loss=0.2931, pruned_loss=0.06466, over 12298.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005072, over 35.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3175, pruned_loss=0.07878, over 2474321.05 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07046, over 20141.15 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2883, pruned_loss=0.0564, over 2159112.98 frames. utt_duration=1284 frames, utt_pad_proportion=0.05133, over 6734.94 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3219, pruned_loss=0.0822, over 2475163.67 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07213, over 21835.64 utterances.], batch size: 35, lr: 3.45e-04
2022-08-27 11:24:07,690 INFO [train.py:927] (5/8) Epoch 11, batch 4200, giga_loss[loss=0.218, simple_loss=0.3056, pruned_loss=0.06519, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03235, over 75.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3184, pruned_loss=0.07906, over 2474667.63 frames. utt_duration=487 frames, utt_pad_proportion=0.07198, over 20387.78 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2882, pruned_loss=0.05656, over 2168553.66 frames. utt_duration=1288 frames, utt_pad_proportion=0.0502, over 6741.89 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3228, pruned_loss=0.0823, over 2475265.09 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07374, over 22125.89 utterances.], batch size: 75, lr: 3.44e-04
2022-08-27 11:25:56,805 INFO [train.py:927] (5/8) Epoch 11, batch 4250, libri_loss[loss=0.2231, simple_loss=0.3224, pruned_loss=0.06185, over 12431.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02147, over 43.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3178, pruned_loss=0.07889, over 2475098.08 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06717, over 19822.31 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2886, pruned_loss=0.05662, over 2173201.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.04993, over 6772.57 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3214, pruned_loss=0.08172, over 2475510.72 frames. utt_duration=465.2 frames, utt_pad_proportion=0.06913, over 21353.28 utterances.], batch size: 43, lr: 3.44e-04
2022-08-27 11:27:43,874 INFO [train.py:927] (5/8) Epoch 11, batch 4300, giga_loss[loss=0.2357, simple_loss=0.3173, pruned_loss=0.07703, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03338, over 85.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3158, pruned_loss=0.078, over 2474852.25 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06688, over 19701.60 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2886, pruned_loss=0.05665, over 2174680.77 frames. utt_duration=1286 frames, utt_pad_proportion=0.04972, over 6771.70 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3187, pruned_loss=0.08028, over 2475198.88 frames. utt_duration=474 frames, utt_pad_proportion=0.06853, over 20950.87 utterances.], batch size: 85, lr: 3.44e-04
2022-08-27 11:29:31,755 INFO [train.py:927] (5/8) Epoch 11, batch 4350, giga_loss[loss=0.2378, simple_loss=0.3181, pruned_loss=0.07871, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.317, pruned_loss=0.07698, over 2474573.67 frames. utt_duration=507.8 frames, utt_pad_proportion=0.0672, over 19546.52 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2902, pruned_loss=0.05672, over 2179304.62 frames. utt_duration=1288 frames, utt_pad_proportion=0.04906, over 6774.14 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3185, pruned_loss=0.07899, over 2474715.83 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06878, over 20699.86 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 11:31:18,890 INFO [train.py:927] (5/8) Epoch 11, batch 4400, giga_loss[loss=0.2401, simple_loss=0.3214, pruned_loss=0.07941, over 12379.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02781, over 70.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3161, pruned_loss=0.07715, over 2474525.53 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07672, over 20748.53 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2909, pruned_loss=0.05691, over 2186237.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05832, over 6958.91 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3173, pruned_loss=0.07907, over 2474978.01 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07517, over 21803.63 utterances.], batch size: 70, lr: 3.44e-04
2022-08-27 11:33:00,916 INFO [train.py:927] (5/8) Epoch 11, batch 4450, giga_loss[loss=0.2429, simple_loss=0.3182, pruned_loss=0.08383, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03228, over 104.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3139, pruned_loss=0.07655, over 2474670.95 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07242, over 20157.42 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2913, pruned_loss=0.05713, over 2194876.99 frames. utt_duration=1260 frames, utt_pad_proportion=0.05682, over 6974.08 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3152, pruned_loss=0.07844, over 2474946.18 frames. utt_duration=465 frames, utt_pad_proportion=0.07199, over 21355.44 utterances.], batch size: 104, lr: 3.44e-04
2022-08-27 11:34:47,008 INFO [train.py:927] (5/8) Epoch 11, batch 4500, giga_loss[loss=0.2112, simple_loss=0.2892, pruned_loss=0.06658, over 12234.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3125, pruned_loss=0.07634, over 2474763.33 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07088, over 20205.06 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2914, pruned_loss=0.05711, over 2198912.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.05614, over 6991.34 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3137, pruned_loss=0.07809, over 2475100.86 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07087, over 21302.91 utterances.], batch size: 39, lr: 3.44e-04
2022-08-27 11:36:32,057 INFO [train.py:927] (5/8) Epoch 11, batch 4550, giga_loss[loss=0.2572, simple_loss=0.3344, pruned_loss=0.08997, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03619, over 28.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.076, over 2474481.32 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06589, over 20030.05 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05704, over 2201617.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05567, over 6988.42 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.07761, over 2474781.82 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06628, over 21012.38 utterances.], batch size: 28, lr: 3.44e-04
2022-08-27 11:38:14,839 INFO [train.py:927] (5/8) Epoch 11, batch 4600, giga_loss[loss=0.2689, simple_loss=0.3475, pruned_loss=0.09514, over 12428.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.0402, over 114.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07635, over 2474130.21 frames. utt_duration=490.1 frames, utt_pad_proportion=0.072, over 20253.43 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2911, pruned_loss=0.05694, over 2208542.81 frames. utt_duration=1265 frames, utt_pad_proportion=0.05462, over 6992.55 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07816, over 2474184.93 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07244, over 21335.68 utterances.], batch size: 114, lr: 3.44e-04
2022-08-27 11:39:59,511 INFO [train.py:927] (5/8) Epoch 11, batch 4650, giga_loss[loss=0.2209, simple_loss=0.3041, pruned_loss=0.06883, over 12448.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03472, over 123.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07636, over 2473694.89 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07117, over 19899.72 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05719, over 2221159.80 frames. utt_duration=1274 frames, utt_pad_proportion=0.05243, over 6980.86 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3144, pruned_loss=0.0785, over 2474085.43 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07252, over 21387.62 utterances.], batch size: 123, lr: 3.44e-04
2022-08-27 11:41:46,461 INFO [train.py:927] (5/8) Epoch 11, batch 4700, giga_loss[loss=0.3067, simple_loss=0.353, pruned_loss=0.1302, over 12353.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3144, pruned_loss=0.07848, over 2473503.14 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07432, over 20542.81 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05732, over 2227468.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.05132, over 6982.30 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3163, pruned_loss=0.08054, over 2473768.09 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07562, over 22021.78 utterances.], batch size: 369, lr: 3.44e-04
2022-08-27 11:43:29,750 INFO [train.py:927] (5/8) Epoch 11, batch 4750, giga_loss[loss=0.2617, simple_loss=0.3293, pruned_loss=0.09705, over 12391.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06377, over 183.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3137, pruned_loss=0.07913, over 2473186.62 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07436, over 20204.76 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2915, pruned_loss=0.05741, over 2235829.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.04992, over 6982.10 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.08137, over 2473500.86 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07605, over 21804.38 utterances.], batch size: 183, lr: 3.44e-04
2022-08-27 11:45:14,568 INFO [train.py:927] (5/8) Epoch 11, batch 4800, giga_loss[loss=0.2054, simple_loss=0.2921, pruned_loss=0.05937, over 12445.00 frames. utt_duration=712.7 frames, utt_pad_proportion=0.0223, over 70.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08069, over 2472942.13 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07718, over 20612.45 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2916, pruned_loss=0.05746, over 2242724.62 frames. utt_duration=1272 frames, utt_pad_proportion=0.0535, over 7060.66 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3173, pruned_loss=0.08304, over 2473313.54 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07772, over 22180.33 utterances.], batch size: 70, lr: 3.44e-04
2022-08-27 11:46:54,644 INFO [train.py:927] (5/8) Epoch 11, batch 4850, giga_loss[loss=0.2281, simple_loss=0.3104, pruned_loss=0.07288, over 12347.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.08002, over 2472847.54 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07585, over 20553.10 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05788, over 2251452.45 frames. utt_duration=1253 frames, utt_pad_proportion=0.05815, over 7194.11 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.317, pruned_loss=0.0824, over 2473451.26 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07539, over 22193.18 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 11:48:36,557 INFO [train.py:927] (5/8) Epoch 11, batch 4900, giga_loss[loss=0.208, simple_loss=0.2911, pruned_loss=0.0624, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3134, pruned_loss=0.07904, over 2473154.88 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07978, over 21416.84 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2918, pruned_loss=0.0577, over 2257648.55 frames. utt_duration=1259 frames, utt_pad_proportion=0.05676, over 7181.53 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.08168, over 2473982.33 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0798, over 23130.88 utterances.], batch size: 70, lr: 3.44e-04
2022-08-27 11:50:25,512 INFO [train.py:927] (5/8) Epoch 11, batch 4950, giga_loss[loss=0.2277, simple_loss=0.3028, pruned_loss=0.07632, over 12464.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03018, over 75.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07905, over 2474217.68 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07613, over 20992.44 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05783, over 2261660.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.0558, over 7176.96 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3148, pruned_loss=0.0814, over 2475088.49 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07676, over 22594.43 utterances.], batch size: 75, lr: 3.44e-04
2022-08-27 11:52:11,291 INFO [train.py:927] (5/8) Epoch 11, batch 5000, giga_loss[loss=0.2352, simple_loss=0.3249, pruned_loss=0.07274, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3147, pruned_loss=0.07922, over 2474669.64 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07054, over 20112.95 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05807, over 2265959.83 frames. utt_duration=1263 frames, utt_pad_proportion=0.055, over 7187.26 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3162, pruned_loss=0.0813, over 2475310.40 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07177, over 21625.37 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 11:53:58,174 INFO [train.py:927] (5/8) Epoch 11, batch 5050, giga_loss[loss=0.2235, simple_loss=0.304, pruned_loss=0.07145, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3165, pruned_loss=0.07934, over 2474490.02 frames. utt_duration=479 frames, utt_pad_proportion=0.0755, over 20726.92 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05792, over 2268139.99 frames. utt_duration=1265 frames, utt_pad_proportion=0.05459, over 7178.39 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3182, pruned_loss=0.08129, over 2474898.99 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07635, over 22042.19 utterances.], batch size: 48, lr: 3.44e-04
2022-08-27 11:55:44,122 INFO [train.py:927] (5/8) Epoch 11, batch 5100, giga_loss[loss=0.2396, simple_loss=0.3153, pruned_loss=0.08191, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02848, over 48.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.318, pruned_loss=0.0807, over 2473642.23 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07348, over 20614.25 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2922, pruned_loss=0.05775, over 2270989.46 frames. utt_duration=1270 frames, utt_pad_proportion=0.05398, over 7163.80 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.32, pruned_loss=0.08263, over 2474153.45 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07449, over 21832.98 utterances.], batch size: 48, lr: 3.44e-04
2022-08-27 11:57:30,996 INFO [train.py:927] (5/8) Epoch 11, batch 5150, giga_loss[loss=0.3373, simple_loss=0.3809, pruned_loss=0.1468, over 12352.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.202, over 368.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3179, pruned_loss=0.08202, over 2472611.01 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08423, over 21574.54 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05796, over 2275749.51 frames. utt_duration=1268 frames, utt_pad_proportion=0.05382, over 7185.67 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3196, pruned_loss=0.08388, over 2473236.16 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08464, over 22824.01 utterances.], batch size: 368, lr: 3.44e-04
2022-08-27 11:59:15,762 INFO [train.py:927] (5/8) Epoch 11, batch 5200, libri_loss[loss=0.1681, simple_loss=0.2542, pruned_loss=0.04095, over 12211.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008479, over 29.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3171, pruned_loss=0.08154, over 2472382.42 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07856, over 20807.17 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05821, over 2282384.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.05701, over 7257.81 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3186, pruned_loss=0.08361, over 2473045.06 frames. utt_duration=447 frames, utt_pad_proportion=0.07867, over 22202.24 utterances.], batch size: 29, lr: 3.44e-04
2022-08-27 12:01:04,042 INFO [train.py:927] (5/8) Epoch 11, batch 5250, giga_loss[loss=0.2943, simple_loss=0.3686, pruned_loss=0.11, over 12453.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04344, over 134.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3166, pruned_loss=0.08169, over 2472005.29 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07555, over 20451.60 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2932, pruned_loss=0.05802, over 2285796.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05613, over 7240.82 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.0839, over 2472852.00 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07616, over 21811.58 utterances.], batch size: 134, lr: 3.44e-04
2022-08-27 12:02:48,969 INFO [train.py:927] (5/8) Epoch 11, batch 5300, giga_loss[loss=0.234, simple_loss=0.3049, pruned_loss=0.08157, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03662, over 51.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3149, pruned_loss=0.08142, over 2471382.06 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07612, over 20039.07 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05836, over 2289612.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.0598, over 7319.83 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3164, pruned_loss=0.08332, over 2471946.27 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07575, over 21289.52 utterances.], batch size: 51, lr: 3.44e-04
2022-08-27 12:04:31,564 INFO [train.py:927] (5/8) Epoch 11, batch 5350, giga_loss[loss=0.2052, simple_loss=0.2877, pruned_loss=0.06131, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04378, over 34.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.08118, over 2472193.85 frames. utt_duration=492.8 frames, utt_pad_proportion=0.0718, over 20125.95 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05829, over 2294991.37 frames. utt_duration=1257 frames, utt_pad_proportion=0.05847, over 7311.43 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3176, pruned_loss=0.08338, over 2472691.97 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07225, over 21482.50 utterances.], batch size: 34, lr: 3.44e-04
2022-08-27 12:06:18,658 INFO [train.py:927] (5/8) Epoch 11, batch 5400, libri_loss[loss=0.1638, simple_loss=0.2486, pruned_loss=0.03948, over 12404.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008228, over 30.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3151, pruned_loss=0.081, over 2473262.16 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06887, over 19709.72 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05814, over 2297782.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.05784, over 7317.66 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.08317, over 2473534.61 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06966, over 20944.03 utterances.], batch size: 30, lr: 3.44e-04
2022-08-27 12:08:05,232 INFO [train.py:927] (5/8) Epoch 11, batch 5450, giga_loss[loss=0.2104, simple_loss=0.311, pruned_loss=0.05487, over 12316.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3162, pruned_loss=0.07973, over 2473776.58 frames. utt_duration=505 frames, utt_pad_proportion=0.07048, over 19651.09 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05819, over 2303052.14 frames. utt_duration=1260 frames, utt_pad_proportion=0.05642, over 7321.97 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3184, pruned_loss=0.08201, over 2473940.55 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07151, over 20950.61 utterances.], batch size: 74, lr: 3.44e-04
2022-08-27 12:09:47,323 INFO [train.py:927] (5/8) Epoch 11, batch 5500, giga_loss[loss=0.2568, simple_loss=0.341, pruned_loss=0.0863, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03759, over 105.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3197, pruned_loss=0.08117, over 2473472.56 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07337, over 19998.69 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2934, pruned_loss=0.05825, over 2307893.52 frames. utt_duration=1264 frames, utt_pad_proportion=0.05508, over 7313.34 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3219, pruned_loss=0.08356, over 2473796.23 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07456, over 21390.81 utterances.], batch size: 105, lr: 3.44e-04
2022-08-27 12:11:29,811 INFO [train.py:927] (5/8) Epoch 11, batch 5550, giga_loss[loss=0.2306, simple_loss=0.3136, pruned_loss=0.07384, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03486, over 36.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3209, pruned_loss=0.08226, over 2472876.37 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07239, over 19807.39 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05796, over 2314515.97 frames. utt_duration=1270 frames, utt_pad_proportion=0.05364, over 7297.99 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3241, pruned_loss=0.08532, over 2473023.08 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07402, over 21403.00 utterances.], batch size: 36, lr: 3.44e-04
2022-08-27 12:13:14,953 INFO [train.py:927] (5/8) Epoch 11, batch 5600, giga_loss[loss=0.1887, simple_loss=0.2835, pruned_loss=0.04693, over 12400.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02815, over 62.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3197, pruned_loss=0.08141, over 2473253.29 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06935, over 19722.18 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05792, over 2320083.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.0525, over 7295.40 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3233, pruned_loss=0.08464, over 2473256.40 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07139, over 21394.34 utterances.], batch size: 62, lr: 3.44e-04
2022-08-27 12:15:00,371 INFO [train.py:927] (5/8) Epoch 11, batch 5650, giga_loss[loss=0.2088, simple_loss=0.299, pruned_loss=0.05924, over 12344.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03268, over 85.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3193, pruned_loss=0.07983, over 2473737.43 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07054, over 19838.08 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05803, over 2323740.94 frames. utt_duration=1258 frames, utt_pad_proportion=0.05739, over 7400.40 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3227, pruned_loss=0.08284, over 2473878.51 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0709, over 21375.21 utterances.], batch size: 85, lr: 3.44e-04
2022-08-27 12:16:46,538 INFO [train.py:927] (5/8) Epoch 11, batch 5700, giga_loss[loss=0.2297, simple_loss=0.3134, pruned_loss=0.07296, over 12355.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3196, pruned_loss=0.08009, over 2474126.78 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07364, over 20291.56 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05783, over 2327231.15 frames. utt_duration=1263 frames, utt_pad_proportion=0.0563, over 7380.56 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3233, pruned_loss=0.08319, over 2474442.27 frames. utt_duration=454.8 frames, utt_pad_proportion=0.0742, over 21836.44 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 12:18:32,610 INFO [train.py:927] (5/8) Epoch 11, batch 5750, giga_loss[loss=0.2386, simple_loss=0.3152, pruned_loss=0.08105, over 12435.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03535, over 105.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3186, pruned_loss=0.07989, over 2473242.79 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07344, over 20304.23 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05786, over 2330361.40 frames. utt_duration=1265 frames, utt_pad_proportion=0.0554, over 7375.00 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.322, pruned_loss=0.08273, over 2473264.29 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07429, over 21774.35 utterances.], batch size: 105, lr: 3.44e-04
2022-08-27 12:20:19,911 INFO [train.py:927] (5/8) Epoch 11, batch 5800, giga_loss[loss=0.2315, simple_loss=0.3133, pruned_loss=0.07479, over 12312.00 frames. utt_duration=747.6 frames, utt_pad_proportion=0.0316, over 66.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3167, pruned_loss=0.08004, over 2473597.13 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07562, over 20679.38 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05791, over 2333526.27 frames. utt_duration=1270 frames, utt_pad_proportion=0.05431, over 7356.86 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.32, pruned_loss=0.08274, over 2473959.20 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07659, over 22155.13 utterances.], batch size: 66, lr: 3.43e-04
2022-08-27 12:22:04,842 INFO [train.py:927] (5/8) Epoch 11, batch 5850, libri_loss[loss=0.2046, simple_loss=0.2926, pruned_loss=0.05829, over 12390.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02445, over 43.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08083, over 2473540.30 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08214, over 21401.71 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2923, pruned_loss=0.05783, over 2338201.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05505, over 7402.88 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3193, pruned_loss=0.08379, over 2473951.18 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08262, over 22993.46 utterances.], batch size: 43, lr: 3.43e-04
2022-08-27 12:23:44,811 INFO [train.py:927] (5/8) Epoch 11, batch 5900, giga_loss[loss=0.2153, simple_loss=0.3054, pruned_loss=0.06263, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05297, over 161.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07896, over 2473981.23 frames. utt_duration=472 frames, utt_pad_proportion=0.07661, over 21032.16 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05776, over 2339456.91 frames. utt_duration=1267 frames, utt_pad_proportion=0.05464, over 7391.87 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3171, pruned_loss=0.08153, over 2474380.54 frames. utt_duration=443.2 frames, utt_pad_proportion=0.0775, over 22404.15 utterances.], batch size: 161, lr: 3.43e-04
2022-08-27 12:25:28,803 INFO [train.py:927] (5/8) Epoch 11, batch 5950, giga_loss[loss=0.2031, simple_loss=0.2864, pruned_loss=0.05991, over 12360.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3102, pruned_loss=0.07601, over 2473729.68 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07563, over 20529.38 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2914, pruned_loss=0.0574, over 2342575.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05368, over 7360.46 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.07882, over 2474228.96 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07687, over 21971.94 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 12:27:17,904 INFO [train.py:927] (5/8) Epoch 11, batch 6000, giga_loss[loss=0.2303, simple_loss=0.3048, pruned_loss=0.07793, over 12371.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04026, over 145.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3097, pruned_loss=0.07712, over 2473905.32 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0766, over 20777.35 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2919, pruned_loss=0.0573, over 2344987.23 frames. utt_duration=1275 frames, utt_pad_proportion=0.05338, over 7365.10 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3124, pruned_loss=0.07976, over 2474474.55 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07776, over 22157.24 utterances.], batch size: 145, lr: 3.43e-04
2022-08-27 12:27:17,905 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 12:27:31,826 INFO [train.py:967] (5/8) 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 12:29:13,680 INFO [train.py:927] (5/8) Epoch 11, batch 6050, giga_loss[loss=0.2417, simple_loss=0.3135, pruned_loss=0.08492, over 12376.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.0406, over 31.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3109, pruned_loss=0.07812, over 2474280.09 frames. utt_duration=469.1 frames, utt_pad_proportion=0.08077, over 21165.32 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.292, pruned_loss=0.05738, over 2345699.29 frames. utt_duration=1275 frames, utt_pad_proportion=0.05318, over 7368.28 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.313, pruned_loss=0.08021, over 2474661.92 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08158, over 22307.71 utterances.], batch size: 31, lr: 3.43e-04
2022-08-27 12:30:55,529 INFO [train.py:927] (5/8) Epoch 11, batch 6100, libri_loss[loss=0.2107, simple_loss=0.2968, pruned_loss=0.06232, over 12405.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008266, over 38.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3107, pruned_loss=0.07766, over 2473965.81 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0746, over 20542.00 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2918, pruned_loss=0.05729, over 2349098.48 frames. utt_duration=1275 frames, utt_pad_proportion=0.0528, over 7378.19 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.313, pruned_loss=0.07993, over 2474603.47 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07594, over 21799.32 utterances.], batch size: 38, lr: 3.43e-04
2022-08-27 12:32:50,711 INFO [train.py:927] (5/8) Epoch 11, batch 6150, giga_loss[loss=0.2241, simple_loss=0.3024, pruned_loss=0.07291, over 12402.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03469, over 80.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3095, pruned_loss=0.07648, over 2474158.38 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06914, over 19683.55 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2912, pruned_loss=0.05697, over 2354174.92 frames. utt_duration=1281 frames, utt_pad_proportion=0.0513, over 7362.32 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3126, pruned_loss=0.07929, over 2474537.81 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07127, over 21165.19 utterances.], batch size: 80, lr: 3.43e-04
2022-08-27 12:34:35,135 INFO [train.py:927] (5/8) Epoch 11, batch 6200, giga_loss[loss=0.251, simple_loss=0.3267, pruned_loss=0.08768, over 12417.00 frames. utt_duration=508.3 frames, utt_pad_proportion=0.03724, over 98.00 utterances.], tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.076, over 2473751.12 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06753, over 19163.04 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.0566, over 2359510.74 frames. utt_duration=1289 frames, utt_pad_proportion=0.04959, over 7331.78 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3139, pruned_loss=0.07952, over 2474589.46 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07019, over 20962.30 utterances.], batch size: 98, lr: 3.43e-04
2022-08-27 12:36:19,014 INFO [train.py:927] (5/8) Epoch 11, batch 6250, giga_loss[loss=0.245, simple_loss=0.3209, pruned_loss=0.08459, over 12456.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04277, over 114.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3127, pruned_loss=0.07792, over 2474032.65 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06416, over 19390.03 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2907, pruned_loss=0.05645, over 2361100.77 frames. utt_duration=1289 frames, utt_pad_proportion=0.04898, over 7333.77 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.316, pruned_loss=0.08108, over 2474781.22 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06676, over 20964.45 utterances.], batch size: 114, lr: 3.43e-04
2022-08-27 12:38:03,930 INFO [train.py:927] (5/8) Epoch 11, batch 6300, giga_loss[loss=0.2282, simple_loss=0.3108, pruned_loss=0.07281, over 12356.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02943, over 70.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3138, pruned_loss=0.07764, over 2474576.90 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06327, over 19767.17 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2906, pruned_loss=0.0565, over 2362617.56 frames. utt_duration=1292 frames, utt_pad_proportion=0.0484, over 7325.83 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3168, pruned_loss=0.08039, over 2475324.15 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06562, over 21186.70 utterances.], batch size: 70, lr: 3.43e-04
2022-08-27 12:39:48,588 INFO [train.py:927] (5/8) Epoch 11, batch 6350, giga_loss[loss=0.2602, simple_loss=0.3382, pruned_loss=0.09108, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03516, over 105.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3152, pruned_loss=0.07893, over 2475349.44 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06749, over 20989.32 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2909, pruned_loss=0.05664, over 2366116.42 frames. utt_duration=1293 frames, utt_pad_proportion=0.04724, over 7328.01 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.318, pruned_loss=0.08159, over 2475769.62 frames. utt_duration=442 frames, utt_pad_proportion=0.06953, over 22479.44 utterances.], batch size: 105, lr: 3.43e-04
2022-08-27 12:41:30,796 INFO [train.py:927] (5/8) Epoch 11, batch 6400, giga_loss[loss=0.2193, simple_loss=0.2968, pruned_loss=0.07087, over 12329.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03398, over 85.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3151, pruned_loss=0.07882, over 2475450.83 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06553, over 20922.36 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2917, pruned_loss=0.05697, over 2370102.45 frames. utt_duration=1297 frames, utt_pad_proportion=0.04582, over 7318.22 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3175, pruned_loss=0.08148, over 2476044.75 frames. utt_duration=439 frames, utt_pad_proportion=0.06797, over 22635.39 utterances.], batch size: 85, lr: 3.43e-04
2022-08-27 12:43:14,275 INFO [train.py:927] (5/8) Epoch 11, batch 6450, giga_loss[loss=0.2661, simple_loss=0.3396, pruned_loss=0.09628, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03765, over 133.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3143, pruned_loss=0.07889, over 2475813.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06648, over 20951.63 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.0569, over 2372192.52 frames. utt_duration=1300 frames, utt_pad_proportion=0.0451, over 7308.93 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3168, pruned_loss=0.08148, over 2476290.82 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0687, over 22577.32 utterances.], batch size: 133, lr: 3.43e-04
2022-08-27 12:44:56,160 INFO [train.py:927] (5/8) Epoch 11, batch 6500, giga_loss[loss=0.2121, simple_loss=0.2951, pruned_loss=0.06453, over 12359.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3145, pruned_loss=0.0796, over 2474757.11 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07091, over 21343.18 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.05686, over 2373601.09 frames. utt_duration=1303 frames, utt_pad_proportion=0.04472, over 7294.32 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08199, over 2475266.77 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07256, over 22830.21 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 12:46:38,152 INFO [train.py:927] (5/8) Epoch 11, batch 6550, giga_loss[loss=0.2475, simple_loss=0.3222, pruned_loss=0.08639, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05474, over 162.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3154, pruned_loss=0.08077, over 2474786.14 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07119, over 21410.07 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2914, pruned_loss=0.05686, over 2375748.56 frames. utt_duration=1307 frames, utt_pad_proportion=0.04391, over 7280.22 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3179, pruned_loss=0.08322, over 2475519.39 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07289, over 22927.83 utterances.], batch size: 162, lr: 3.43e-04
2022-08-27 12:48:21,570 INFO [train.py:927] (5/8) Epoch 11, batch 6600, giga_loss[loss=0.2186, simple_loss=0.3013, pruned_loss=0.06797, over 12166.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04371, over 28.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3159, pruned_loss=0.08174, over 2474813.39 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07542, over 21701.61 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.05684, over 2376721.03 frames. utt_duration=1308 frames, utt_pad_proportion=0.04356, over 7274.44 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3181, pruned_loss=0.08389, over 2475397.36 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07671, over 23029.76 utterances.], batch size: 28, lr: 3.43e-04
2022-08-27 12:50:05,309 INFO [train.py:927] (5/8) Epoch 11, batch 6650, giga_loss[loss=0.2415, simple_loss=0.3183, pruned_loss=0.08231, over 12406.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04357, over 146.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3156, pruned_loss=0.08136, over 2474972.84 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07433, over 21888.04 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05681, over 2378416.73 frames. utt_duration=1309 frames, utt_pad_proportion=0.04308, over 7277.27 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3176, pruned_loss=0.08341, over 2475232.06 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07563, over 23119.79 utterances.], batch size: 146, lr: 3.43e-04
2022-08-27 12:51:50,111 INFO [train.py:927] (5/8) Epoch 11, batch 6700, giga_loss[loss=0.2667, simple_loss=0.3287, pruned_loss=0.1024, over 12424.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06649, over 184.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3157, pruned_loss=0.08125, over 2475279.79 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07061, over 21364.36 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2912, pruned_loss=0.0568, over 2382498.39 frames. utt_duration=1314 frames, utt_pad_proportion=0.04158, over 7258.22 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3185, pruned_loss=0.08396, over 2475673.57 frames. utt_duration=432.3 frames, utt_pad_proportion=0.0727, over 22986.31 utterances.], batch size: 184, lr: 3.43e-04
2022-08-27 12:53:31,077 INFO [train.py:927] (5/8) Epoch 11, batch 6750, giga_loss[loss=0.2554, simple_loss=0.3293, pruned_loss=0.09079, over 12355.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02834, over 66.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3182, pruned_loss=0.08373, over 2474899.16 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07219, over 21650.03 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2913, pruned_loss=0.05692, over 2384791.95 frames. utt_duration=1301 frames, utt_pad_proportion=0.04548, over 7338.30 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.321, pruned_loss=0.08636, over 2475202.81 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07283, over 23186.29 utterances.], batch size: 66, lr: 3.43e-04
2022-08-27 12:55:10,403 INFO [train.py:927] (5/8) Epoch 11, batch 6800, giga_loss[loss=0.2352, simple_loss=0.3129, pruned_loss=0.07878, over 12328.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03331, over 51.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3183, pruned_loss=0.08322, over 2474046.28 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07602, over 21728.22 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2905, pruned_loss=0.05653, over 2387324.77 frames. utt_duration=1308 frames, utt_pad_proportion=0.04468, over 7308.38 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.322, pruned_loss=0.08643, over 2474391.23 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07678, over 23394.61 utterances.], batch size: 51, lr: 3.43e-04
2022-08-27 12:56:50,744 INFO [train.py:927] (5/8) Epoch 11, batch 6850, giga_loss[loss=0.2681, simple_loss=0.3333, pruned_loss=0.1014, over 12397.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.0481, over 161.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.318, pruned_loss=0.08326, over 2473653.60 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07693, over 22346.57 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2904, pruned_loss=0.05649, over 2388584.81 frames. utt_duration=1298 frames, utt_pad_proportion=0.04898, over 7368.96 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3216, pruned_loss=0.08631, over 2474333.64 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07651, over 23869.02 utterances.], batch size: 161, lr: 3.43e-04
2022-08-27 12:58:30,735 INFO [train.py:927] (5/8) Epoch 11, batch 6900, giga_loss[loss=0.2371, simple_loss=0.319, pruned_loss=0.07766, over 12386.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02944, over 97.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3185, pruned_loss=0.08317, over 2474126.26 frames. utt_duration=462 frames, utt_pad_proportion=0.07361, over 21491.41 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05658, over 2390293.04 frames. utt_duration=1286 frames, utt_pad_proportion=0.05317, over 7443.23 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3217, pruned_loss=0.08601, over 2474643.46 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07233, over 22894.42 utterances.], batch size: 97, lr: 3.43e-04
2022-08-27 13:00:13,126 INFO [train.py:927] (5/8) Epoch 11, batch 6950, giga_loss[loss=0.2252, simple_loss=0.3004, pruned_loss=0.07503, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02981, over 45.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3178, pruned_loss=0.08268, over 2473973.45 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06917, over 20983.62 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05653, over 2393234.48 frames. utt_duration=1284 frames, utt_pad_proportion=0.05285, over 7465.44 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3212, pruned_loss=0.08593, over 2474713.01 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0687, over 22583.03 utterances.], batch size: 45, lr: 3.43e-04
2022-08-27 13:01:58,479 INFO [train.py:927] (5/8) Epoch 11, batch 7000, giga_loss[loss=0.2406, simple_loss=0.3217, pruned_loss=0.0797, over 12323.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3192, pruned_loss=0.08434, over 2473448.83 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07404, over 21925.85 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2904, pruned_loss=0.05649, over 2393965.11 frames. utt_duration=1288 frames, utt_pad_proportion=0.05237, over 7443.59 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.08728, over 2474446.24 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0736, over 23392.32 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 13:03:43,807 INFO [train.py:927] (5/8) Epoch 11, batch 7050, giga_loss[loss=0.236, simple_loss=0.3157, pruned_loss=0.0781, over 12431.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3201, pruned_loss=0.0857, over 2473868.48 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07841, over 22863.73 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.0565, over 2394405.29 frames. utt_duration=1287 frames, utt_pad_proportion=0.05227, over 7452.37 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3228, pruned_loss=0.08813, over 2474610.34 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07794, over 24074.48 utterances.], batch size: 123, lr: 3.43e-04
2022-08-27 13:05:24,339 INFO [train.py:927] (5/8) Epoch 11, batch 7100, giga_loss[loss=0.212, simple_loss=0.2958, pruned_loss=0.06412, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02523, over 48.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3201, pruned_loss=0.0846, over 2474904.70 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07458, over 22198.29 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05657, over 2397152.59 frames. utt_duration=1285 frames, utt_pad_proportion=0.05177, over 7467.87 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3226, pruned_loss=0.0874, over 2475510.34 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07479, over 23632.86 utterances.], batch size: 48, lr: 3.43e-04
2022-08-27 13:07:08,708 INFO [train.py:927] (5/8) Epoch 11, batch 7150, giga_loss[loss=0.1855, simple_loss=0.2686, pruned_loss=0.05119, over 12200.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03473, over 28.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08386, over 2474479.78 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07622, over 22443.22 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2909, pruned_loss=0.05647, over 2398034.11 frames. utt_duration=1291 frames, utt_pad_proportion=0.05135, over 7435.74 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08664, over 2475538.04 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07649, over 23866.66 utterances.], batch size: 28, lr: 3.43e-04
2022-08-27 13:08:52,494 INFO [train.py:927] (5/8) Epoch 11, batch 7200, giga_loss[loss=0.2236, simple_loss=0.3054, pruned_loss=0.07091, over 12365.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03112, over 97.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.08213, over 2474067.73 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07348, over 21438.10 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.0564, over 2399878.34 frames. utt_duration=1298 frames, utt_pad_proportion=0.05022, over 7404.00 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3193, pruned_loss=0.08515, over 2475315.22 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07437, over 23006.47 utterances.], batch size: 97, lr: 3.43e-04
2022-08-27 13:10:37,641 INFO [train.py:927] (5/8) Epoch 11, batch 7250, giga_loss[loss=0.2496, simple_loss=0.321, pruned_loss=0.08914, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05093, over 161.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3122, pruned_loss=0.08029, over 2474058.24 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07511, over 21224.59 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2903, pruned_loss=0.05633, over 2400656.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.04976, over 7400.90 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3154, pruned_loss=0.08319, over 2475669.96 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07599, over 22717.77 utterances.], batch size: 161, lr: 3.43e-04
2022-08-27 13:12:22,900 INFO [train.py:927] (5/8) Epoch 11, batch 7300, giga_loss[loss=0.2593, simple_loss=0.3121, pruned_loss=0.1033, over 12360.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2162, over 375.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3106, pruned_loss=0.07938, over 2473307.75 frames. utt_duration=472.9 frames, utt_pad_proportion=0.0767, over 20987.44 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2899, pruned_loss=0.05606, over 2402151.26 frames. utt_duration=1305 frames, utt_pad_proportion=0.0489, over 7372.27 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3139, pruned_loss=0.08243, over 2474851.35 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07768, over 22500.85 utterances.], batch size: 375, lr: 3.43e-04
2022-08-27 13:14:10,055 INFO [train.py:927] (5/8) Epoch 11, batch 7350, giga_loss[loss=0.2326, simple_loss=0.3229, pruned_loss=0.07109, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03377, over 75.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3099, pruned_loss=0.07662, over 2473546.33 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07721, over 22076.07 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05609, over 2403629.84 frames. utt_duration=1308 frames, utt_pad_proportion=0.0483, over 7359.11 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3132, pruned_loss=0.07951, over 2475032.01 frames. utt_duration=421 frames, utt_pad_proportion=0.07826, over 23598.41 utterances.], batch size: 75, lr: 3.42e-04
2022-08-27 13:15:51,756 INFO [train.py:927] (5/8) Epoch 11, batch 7400, giga_loss[loss=0.2076, simple_loss=0.2953, pruned_loss=0.05992, over 12443.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03609, over 123.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3073, pruned_loss=0.07337, over 2473650.38 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08029, over 23277.22 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2896, pruned_loss=0.05609, over 2404201.36 frames. utt_duration=1309 frames, utt_pad_proportion=0.04799, over 7354.56 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.31, pruned_loss=0.07581, over 2474927.64 frames. utt_duration=403.6 frames, utt_pad_proportion=0.08108, over 24614.90 utterances.], batch size: 123, lr: 3.42e-04
2022-08-27 13:17:40,330 INFO [train.py:927] (5/8) Epoch 11, batch 7450, giga_loss[loss=0.188, simple_loss=0.2661, pruned_loss=0.05492, over 12348.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1827, over 359.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3052, pruned_loss=0.0706, over 2473819.09 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0843, over 24464.46 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05645, over 2406182.66 frames. utt_duration=1305 frames, utt_pad_proportion=0.04773, over 7384.42 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07269, over 2474925.61 frames. utt_duration=383 frames, utt_pad_proportion=0.08506, over 25944.36 utterances.], batch size: 359, lr: 3.42e-04
2022-08-27 13:19:22,129 INFO [train.py:927] (5/8) Epoch 11, batch 7500, giga_loss[loss=0.218, simple_loss=0.3104, pruned_loss=0.06276, over 12435.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04202, over 114.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.306, pruned_loss=0.06996, over 2474291.44 frames. utt_duration=398.4 frames, utt_pad_proportion=0.08236, over 24934.33 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2906, pruned_loss=0.05652, over 2407130.90 frames. utt_duration=1300 frames, utt_pad_proportion=0.0484, over 7413.45 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3075, pruned_loss=0.07173, over 2475237.90 frames. utt_duration=377.5 frames, utt_pad_proportion=0.08302, over 26327.71 utterances.], batch size: 114, lr: 3.42e-04
2022-08-27 13:21:06,200 INFO [train.py:927] (5/8) Epoch 11, batch 7550, giga_loss[loss=0.2326, simple_loss=0.302, pruned_loss=0.08159, over 12383.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3037, pruned_loss=0.06799, over 2473848.11 frames. utt_duration=403.8 frames, utt_pad_proportion=0.08064, over 24595.50 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2906, pruned_loss=0.05655, over 2409313.87 frames. utt_duration=1298 frames, utt_pad_proportion=0.0482, over 7436.04 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3056, pruned_loss=0.06986, over 2475040.97 frames. utt_duration=377.3 frames, utt_pad_proportion=0.08168, over 26342.65 utterances.], batch size: 258, lr: 3.42e-04
2022-08-27 13:22:50,351 INFO [train.py:927] (5/8) Epoch 11, batch 7600, giga_loss[loss=0.1896, simple_loss=0.2798, pruned_loss=0.04971, over 12358.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04818, over 26.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3031, pruned_loss=0.06674, over 2474688.85 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07534, over 23905.45 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2909, pruned_loss=0.05659, over 2411227.70 frames. utt_duration=1298 frames, utt_pad_proportion=0.04703, over 7440.92 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3047, pruned_loss=0.06849, over 2475664.02 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07707, over 25762.32 utterances.], batch size: 26, lr: 3.42e-04
2022-08-27 13:24:32,593 INFO [train.py:927] (5/8) Epoch 11, batch 7650, libri_loss[loss=0.217, simple_loss=0.3062, pruned_loss=0.06383, over 12324.00 frames. utt_duration=771.8 frames, utt_pad_proportion=0.1229, over 64.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3007, pruned_loss=0.0643, over 2475673.05 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07143, over 23456.33 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2911, pruned_loss=0.0567, over 2413024.71 frames. utt_duration=1294 frames, utt_pad_proportion=0.04695, over 7465.94 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.302, pruned_loss=0.0658, over 2476259.99 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07327, over 25292.39 utterances.], batch size: 64, lr: 3.42e-04
2022-08-27 13:26:16,778 INFO [train.py:927] (5/8) Epoch 11, batch 7700, giga_loss[loss=0.2121, simple_loss=0.2916, pruned_loss=0.06635, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03275, over 85.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2974, pruned_loss=0.06263, over 2475672.46 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07191, over 24137.98 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.0568, over 2413922.68 frames. utt_duration=1291 frames, utt_pad_proportion=0.0467, over 7486.85 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2983, pruned_loss=0.06382, over 2476170.02 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07348, over 25778.40 utterances.], batch size: 85, lr: 3.42e-04
2022-08-27 13:27:57,835 INFO [train.py:927] (5/8) Epoch 11, batch 7750, giga_loss[loss=0.2223, simple_loss=0.3088, pruned_loss=0.06791, over 12380.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2956, pruned_loss=0.06218, over 2474954.39 frames. utt_duration=402.2 frames, utt_pad_proportion=0.0755, over 24700.67 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2909, pruned_loss=0.05649, over 2415231.72 frames. utt_duration=1297 frames, utt_pad_proportion=0.04553, over 7454.51 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.297, pruned_loss=0.06358, over 2476085.93 frames. utt_duration=374.1 frames, utt_pad_proportion=0.077, over 26579.61 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 13:29:51,778 INFO [train.py:927] (5/8) Epoch 11, batch 7800, giga_loss[loss=0.2213, simple_loss=0.3156, pruned_loss=0.06345, over 12405.00 frames. utt_duration=371.4 frames, utt_pad_proportion=0.04763, over 134.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2978, pruned_loss=0.06251, over 2475816.54 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07527, over 25495.55 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05678, over 2416982.60 frames. utt_duration=1284 frames, utt_pad_proportion=0.04918, over 7539.76 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2983, pruned_loss=0.06355, over 2476746.81 frames. utt_duration=362.8 frames, utt_pad_proportion=0.07586, over 27414.03 utterances.], batch size: 134, lr: 3.42e-04
2022-08-27 13:31:50,114 INFO [train.py:927] (5/8) Epoch 11, batch 7850, libri_loss[loss=0.1618, simple_loss=0.2468, pruned_loss=0.03842, over 12252.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.03379, over 27.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2977, pruned_loss=0.06183, over 2475660.32 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07348, over 25526.12 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2916, pruned_loss=0.0567, over 2418588.24 frames. utt_duration=1287 frames, utt_pad_proportion=0.04823, over 7523.52 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06289, over 2476558.36 frames. utt_duration=360.5 frames, utt_pad_proportion=0.07448, over 27585.59 utterances.], batch size: 27, lr: 3.42e-04
2022-08-27 13:33:53,600 INFO [train.py:927] (5/8) Epoch 11, batch 7900, giga_loss[loss=0.2026, simple_loss=0.3, pruned_loss=0.05263, over 12422.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04446, over 161.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2958, pruned_loss=0.05976, over 2476134.50 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06943, over 24608.59 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2918, pruned_loss=0.05685, over 2419166.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.04783, over 7520.29 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06051, over 2476844.31 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07068, over 26381.82 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 13:36:05,055 INFO [train.py:927] (5/8) Epoch 11, batch 7950, libri_loss[loss=0.1978, simple_loss=0.2857, pruned_loss=0.05497, over 12409.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007769, over 30.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05866, over 2476224.44 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06599, over 24455.41 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05679, over 2420413.44 frames. utt_duration=1291 frames, utt_pad_proportion=0.04705, over 7507.28 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2939, pruned_loss=0.05935, over 2476963.05 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06751, over 26274.67 utterances.], batch size: 30, lr: 3.42e-04
2022-08-27 13:38:01,987 INFO [train.py:927] (5/8) Epoch 11, batch 8000, giga_loss[loss=0.1911, simple_loss=0.2761, pruned_loss=0.05309, over 12428.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05753, over 182.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2923, pruned_loss=0.05805, over 2476539.41 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06528, over 24406.08 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05689, over 2421332.12 frames. utt_duration=1293 frames, utt_pad_proportion=0.0463, over 7501.19 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2923, pruned_loss=0.05855, over 2477271.62 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06682, over 26148.95 utterances.], batch size: 182, lr: 3.42e-04
2022-08-27 13:40:10,902 INFO [train.py:927] (5/8) Epoch 11, batch 8050, giga_loss[loss=0.1768, simple_loss=0.2756, pruned_loss=0.03895, over 12422.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02747, over 58.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2936, pruned_loss=0.058, over 2477075.46 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06548, over 24748.77 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05684, over 2422343.58 frames. utt_duration=1296 frames, utt_pad_proportion=0.04558, over 7486.30 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05846, over 2477715.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06696, over 26462.56 utterances.], batch size: 58, lr: 3.42e-04
2022-08-27 13:42:20,307 INFO [train.py:927] (5/8) Epoch 11, batch 8100, giga_loss[loss=0.1846, simple_loss=0.2822, pruned_loss=0.04347, over 12347.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03063, over 70.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05703, over 2477290.13 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06875, over 25237.05 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05674, over 2423462.87 frames. utt_duration=1299 frames, utt_pad_proportion=0.04492, over 7473.66 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2919, pruned_loss=0.05748, over 2477772.59 frames. utt_duration=369.4 frames, utt_pad_proportion=0.06999, over 26921.69 utterances.], batch size: 70, lr: 3.42e-04
2022-08-27 13:44:28,992 INFO [train.py:927] (5/8) Epoch 11, batch 8150, giga_loss[loss=0.2091, simple_loss=0.3126, pruned_loss=0.05286, over 12314.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.03277, over 66.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2935, pruned_loss=0.05692, over 2477896.47 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07025, over 25244.36 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05688, over 2424817.97 frames. utt_duration=1303 frames, utt_pad_proportion=0.04388, over 7452.72 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2937, pruned_loss=0.05719, over 2478504.88 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07154, over 27085.06 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 13:46:32,545 INFO [train.py:927] (5/8) Epoch 11, batch 8200, giga_loss[loss=0.2028, simple_loss=0.2974, pruned_loss=0.05411, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05, over 161.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2939, pruned_loss=0.05578, over 2477688.71 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07168, over 25532.49 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.0569, over 2426282.56 frames. utt_duration=1295 frames, utt_pad_proportion=0.0447, over 7503.19 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2941, pruned_loss=0.05596, over 2478528.47 frames. utt_duration=361.3 frames, utt_pad_proportion=0.07264, over 27534.61 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 13:48:42,367 INFO [train.py:927] (5/8) Epoch 11, batch 8250, giga_loss[loss=0.2254, simple_loss=0.3012, pruned_loss=0.07479, over 12400.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09415, over 255.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2951, pruned_loss=0.05666, over 2477720.03 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07289, over 25928.57 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.057, over 2426470.15 frames. utt_duration=1295 frames, utt_pad_proportion=0.04451, over 7501.68 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2951, pruned_loss=0.05673, over 2478432.56 frames. utt_duration=360.8 frames, utt_pad_proportion=0.07363, over 27568.70 utterances.], batch size: 255, lr: 3.42e-04
2022-08-27 13:51:10,357 INFO [train.py:927] (5/8) Epoch 11, batch 8300, giga_loss[loss=0.209, simple_loss=0.3063, pruned_loss=0.0558, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02349, over 45.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2957, pruned_loss=0.0576, over 2477464.49 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07067, over 25151.43 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05701, over 2427644.04 frames. utt_duration=1280 frames, utt_pad_proportion=0.04939, over 7596.27 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2957, pruned_loss=0.05764, over 2478345.93 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07046, over 26871.82 utterances.], batch size: 45, lr: 3.42e-04
2022-08-27 13:53:18,863 INFO [train.py:927] (5/8) Epoch 11, batch 8350, giga_loss[loss=0.194, simple_loss=0.2836, pruned_loss=0.05218, over 12362.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03302, over 97.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.293, pruned_loss=0.05687, over 2478317.38 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06735, over 24771.11 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05695, over 2429107.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.04833, over 7571.55 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2932, pruned_loss=0.05697, over 2479041.22 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06777, over 26649.01 utterances.], batch size: 97, lr: 3.42e-04
2022-08-27 13:55:23,691 INFO [train.py:927] (5/8) Epoch 11, batch 8400, giga_loss[loss=0.2296, simple_loss=0.3119, pruned_loss=0.07366, over 12401.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2914, pruned_loss=0.05631, over 2478322.68 frames. utt_duration=417 frames, utt_pad_proportion=0.06384, over 23840.20 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05686, over 2430872.37 frames. utt_duration=1287 frames, utt_pad_proportion=0.04706, over 7563.75 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2917, pruned_loss=0.05646, over 2479251.65 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06497, over 26034.41 utterances.], batch size: 257, lr: 3.42e-04
2022-08-27 13:57:28,652 INFO [train.py:927] (5/8) Epoch 11, batch 8450, giga_loss[loss=0.2043, simple_loss=0.2826, pruned_loss=0.06299, over 12359.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02849, over 85.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05752, over 2478573.82 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06284, over 23698.59 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05698, over 2431774.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.0462, over 7556.69 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05754, over 2479558.22 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06415, over 25811.19 utterances.], batch size: 85, lr: 3.42e-04
2022-08-27 13:59:26,110 INFO [train.py:927] (5/8) Epoch 11, batch 8500, giga_loss[loss=0.2061, simple_loss=0.2967, pruned_loss=0.05776, over 12409.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06967, over 212.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05846, over 2478562.63 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06068, over 23542.33 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05706, over 2433081.88 frames. utt_duration=1288 frames, utt_pad_proportion=0.04515, over 7562.10 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05845, over 2479624.95 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06233, over 25737.30 utterances.], batch size: 212, lr: 3.42e-04
2022-08-27 14:01:39,879 INFO [train.py:927] (5/8) Epoch 11, batch 8550, giga_loss[loss=0.2043, simple_loss=0.296, pruned_loss=0.05627, over 12423.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07693, over 213.00 utterances.], tot_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.05798, over 2478759.98 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06537, over 24112.40 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05705, over 2433627.25 frames. utt_duration=1275 frames, utt_pad_proportion=0.04944, over 7641.95 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.058, over 2479714.05 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06543, over 25996.66 utterances.], batch size: 213, lr: 3.42e-04
2022-08-27 14:04:00,775 INFO [train.py:927] (5/8) Epoch 11, batch 8600, giga_loss[loss=0.1922, simple_loss=0.2798, pruned_loss=0.05233, over 12447.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04606, over 161.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.05729, over 2478173.89 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06532, over 24227.18 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05703, over 2433740.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.04896, over 7635.29 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05734, over 2479384.38 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06553, over 25920.52 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 14:06:06,846 INFO [train.py:927] (5/8) Epoch 11, batch 8650, giga_loss[loss=0.1933, simple_loss=0.2801, pruned_loss=0.05328, over 12353.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02724, over 66.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2883, pruned_loss=0.05597, over 2477770.47 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06728, over 24205.64 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05707, over 2434280.06 frames. utt_duration=1277 frames, utt_pad_proportion=0.04853, over 7634.82 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2883, pruned_loss=0.05596, over 2478818.26 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06752, over 25761.52 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 14:08:01,725 INFO [train.py:927] (5/8) Epoch 11, batch 8700, giga_loss[loss=0.1882, simple_loss=0.2841, pruned_loss=0.04615, over 12414.00 frames. utt_duration=857.5 frames, utt_pad_proportion=0.02776, over 58.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2885, pruned_loss=0.05702, over 2477416.93 frames. utt_duration=387.9 frames, utt_pad_proportion=0.07591, over 25625.76 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.05716, over 2434790.67 frames. utt_duration=1280 frames, utt_pad_proportion=0.04763, over 7616.22 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2884, pruned_loss=0.05691, over 2478738.30 frames. utt_duration=365 frames, utt_pad_proportion=0.07597, over 27254.22 utterances.], batch size: 58, lr: 3.42e-04
2022-08-27 14:10:07,625 INFO [train.py:927] (5/8) Epoch 11, batch 8750, giga_loss[loss=0.2018, simple_loss=0.2833, pruned_loss=0.0601, over 12381.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09905, over 256.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2874, pruned_loss=0.05593, over 2476662.07 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07389, over 25424.44 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.0571, over 2435660.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.04686, over 7606.00 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2872, pruned_loss=0.05587, over 2477871.09 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07441, over 27161.01 utterances.], batch size: 256, lr: 3.42e-04
2022-08-27 14:12:19,803 INFO [train.py:927] (5/8) Epoch 11, batch 8800, giga_loss[loss=0.2013, simple_loss=0.2855, pruned_loss=0.05859, over 12426.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.02732, over 80.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2857, pruned_loss=0.0551, over 2476588.82 frames. utt_duration=402.4 frames, utt_pad_proportion=0.07143, over 24693.05 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05698, over 2436372.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.04574, over 7578.27 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2856, pruned_loss=0.0551, over 2478190.51 frames. utt_duration=372.8 frames, utt_pad_proportion=0.0725, over 26676.48 utterances.], batch size: 80, lr: 3.42e-04
2022-08-27 14:14:30,648 INFO [train.py:927] (5/8) Epoch 11, batch 8850, giga_loss[loss=0.1683, simple_loss=0.2604, pruned_loss=0.03808, over 12378.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2858, pruned_loss=0.05495, over 2476272.44 frames. utt_duration=416 frames, utt_pad_proportion=0.06751, over 23879.03 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05697, over 2437289.19 frames. utt_duration=1287 frames, utt_pad_proportion=0.04473, over 7583.76 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2854, pruned_loss=0.05489, over 2478179.57 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06923, over 26080.25 utterances.], batch size: 62, lr: 3.42e-04
2022-08-27 14:16:30,629 INFO [train.py:927] (5/8) Epoch 11, batch 8900, giga_loss[loss=0.198, simple_loss=0.2839, pruned_loss=0.05602, over 12386.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02567, over 91.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2848, pruned_loss=0.05477, over 2476193.11 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07151, over 24611.38 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05709, over 2437616.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.04963, over 7679.91 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2843, pruned_loss=0.05458, over 2478090.28 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07141, over 26555.54 utterances.], batch size: 91, lr: 3.42e-04
2022-08-27 14:18:30,468 INFO [train.py:927] (5/8) Epoch 11, batch 8950, giga_loss[loss=0.1977, simple_loss=0.2894, pruned_loss=0.05299, over 12430.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03203, over 122.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2868, pruned_loss=0.05469, over 2476135.63 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06884, over 23802.44 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05681, over 2438802.34 frames. utt_duration=1279 frames, utt_pad_proportion=0.04786, over 7637.65 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2864, pruned_loss=0.05467, over 2478348.42 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06965, over 26174.02 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 14:20:33,953 INFO [train.py:927] (5/8) Epoch 11, batch 9000, giga_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.05806, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2885, pruned_loss=0.05482, over 2476287.51 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06582, over 23757.85 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2919, pruned_loss=0.0568, over 2439105.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.04748, over 7635.28 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2881, pruned_loss=0.0548, over 2478085.51 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06685, over 25766.24 utterances.], batch size: 146, lr: 3.41e-04
2022-08-27 14:20:33,953 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 14:20:47,594 INFO [train.py:967] (5/8) 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 14:23:03,400 INFO [train.py:927] (5/8) Epoch 11, batch 9050, giga_loss[loss=0.2035, simple_loss=0.291, pruned_loss=0.05795, over 12406.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07402, over 212.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2876, pruned_loss=0.05435, over 2476823.65 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06423, over 24013.40 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2919, pruned_loss=0.05678, over 2439331.22 frames. utt_duration=1279 frames, utt_pad_proportion=0.0473, over 7636.11 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2873, pruned_loss=0.05434, over 2478195.00 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06521, over 25659.09 utterances.], batch size: 212, lr: 3.41e-04
2022-08-27 14:25:01,783 INFO [train.py:927] (5/8) Epoch 11, batch 9100, giga_loss[loss=0.1804, simple_loss=0.2787, pruned_loss=0.04103, over 12421.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03128, over 75.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2864, pruned_loss=0.05394, over 2476663.67 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06568, over 23746.41 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2926, pruned_loss=0.0569, over 2439592.14 frames. utt_duration=1281 frames, utt_pad_proportion=0.04673, over 7626.61 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2854, pruned_loss=0.05379, over 2478033.37 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06662, over 25285.81 utterances.], batch size: 75, lr: 3.41e-04
2022-08-27 14:27:07,338 INFO [train.py:927] (5/8) Epoch 11, batch 9150, giga_loss[loss=0.2003, simple_loss=0.2867, pruned_loss=0.057, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03189, over 85.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2892, pruned_loss=0.05532, over 2477062.04 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06856, over 25184.90 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2935, pruned_loss=0.05707, over 2439637.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.04655, over 7622.47 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2876, pruned_loss=0.05503, over 2478267.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06919, over 26470.72 utterances.], batch size: 85, lr: 3.41e-04
2022-08-27 14:29:00,043 INFO [train.py:927] (5/8) Epoch 11, batch 9200, giga_loss[loss=0.2321, simple_loss=0.32, pruned_loss=0.07209, over 12387.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.0547, over 181.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05616, over 2477687.82 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06611, over 24842.38 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2932, pruned_loss=0.05702, over 2439880.44 frames. utt_duration=1285 frames, utt_pad_proportion=0.04626, over 7605.30 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2891, pruned_loss=0.05596, over 2478743.43 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06684, over 26009.64 utterances.], batch size: 181, lr: 3.41e-04
2022-08-27 14:31:08,979 INFO [train.py:927] (5/8) Epoch 11, batch 9250, giga_loss[loss=0.1891, simple_loss=0.2683, pruned_loss=0.05492, over 12381.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1834, over 360.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2923, pruned_loss=0.05681, over 2477782.19 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06607, over 24421.31 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2934, pruned_loss=0.05714, over 2440165.68 frames. utt_duration=1283 frames, utt_pad_proportion=0.04621, over 7618.24 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2913, pruned_loss=0.05655, over 2478697.69 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06671, over 25475.42 utterances.], batch size: 360, lr: 3.41e-04
2022-08-27 14:33:18,827 INFO [train.py:927] (5/8) Epoch 11, batch 9300, giga_loss[loss=0.2044, simple_loss=0.3014, pruned_loss=0.05366, over 12458.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.02525, over 122.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.05605, over 2477894.40 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06187, over 23409.79 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2935, pruned_loss=0.0572, over 2440903.91 frames. utt_duration=1286 frames, utt_pad_proportion=0.04536, over 7602.91 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2899, pruned_loss=0.05578, over 2478808.32 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06293, over 24639.27 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 14:35:19,058 INFO [train.py:927] (5/8) Epoch 11, batch 9350, giga_loss[loss=0.21, simple_loss=0.2922, pruned_loss=0.0639, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2904, pruned_loss=0.05617, over 2478142.78 frames. utt_duration=418 frames, utt_pad_proportion=0.06346, over 23780.14 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2934, pruned_loss=0.05714, over 2441453.25 frames. utt_duration=1288 frames, utt_pad_proportion=0.04456, over 7589.95 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2897, pruned_loss=0.05597, over 2479205.72 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06457, over 25144.69 utterances.], batch size: 45, lr: 3.41e-04
2022-08-27 14:37:22,360 INFO [train.py:927] (5/8) Epoch 11, batch 9400, giga_loss[loss=0.2007, simple_loss=0.2902, pruned_loss=0.05559, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04118, over 133.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2887, pruned_loss=0.05566, over 2478161.68 frames. utt_duration=433.3 frames, utt_pad_proportion=0.05953, over 22939.29 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2935, pruned_loss=0.05718, over 2441764.39 frames. utt_duration=1291 frames, utt_pad_proportion=0.04394, over 7572.20 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2881, pruned_loss=0.05546, over 2479376.94 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06089, over 24313.13 utterances.], batch size: 133, lr: 3.41e-04
2022-08-27 14:39:25,982 INFO [train.py:927] (5/8) Epoch 11, batch 9450, giga_loss[loss=0.1693, simple_loss=0.2667, pruned_loss=0.03598, over 12428.00 frames. utt_duration=275.9 frames, utt_pad_proportion=0.05187, over 181.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2886, pruned_loss=0.05481, over 2477786.48 frames. utt_duration=429.4 frames, utt_pad_proportion=0.05979, over 23148.69 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2937, pruned_loss=0.05727, over 2442286.02 frames. utt_duration=1290 frames, utt_pad_proportion=0.04327, over 7580.72 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2878, pruned_loss=0.05455, over 2479067.30 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06114, over 24564.07 utterances.], batch size: 181, lr: 3.41e-04
2022-08-27 14:41:15,083 INFO [train.py:927] (5/8) Epoch 11, batch 9500, giga_loss[loss=0.1852, simple_loss=0.2776, pruned_loss=0.0464, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02631, over 54.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2905, pruned_loss=0.05445, over 2477282.34 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06084, over 23487.56 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2939, pruned_loss=0.05727, over 2442666.64 frames. utt_duration=1294 frames, utt_pad_proportion=0.04204, over 7558.96 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2895, pruned_loss=0.05413, over 2479213.17 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06233, over 25193.24 utterances.], batch size: 54, lr: 3.41e-04
2022-08-27 14:43:24,529 INFO [train.py:927] (5/8) Epoch 11, batch 9550, giga_loss[loss=0.2065, simple_loss=0.2878, pruned_loss=0.06262, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02765, over 45.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2903, pruned_loss=0.05422, over 2476974.34 frames. utt_duration=423 frames, utt_pad_proportion=0.06065, over 23489.61 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2932, pruned_loss=0.05698, over 2442679.89 frames. utt_duration=1299 frames, utt_pad_proportion=0.04148, over 7529.98 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.29, pruned_loss=0.05419, over 2479143.82 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06211, over 25176.44 utterances.], batch size: 45, lr: 3.41e-04
2022-08-27 14:45:40,226 INFO [train.py:927] (5/8) Epoch 11, batch 9600, giga_loss[loss=0.1944, simple_loss=0.2935, pruned_loss=0.04766, over 12407.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2897, pruned_loss=0.05336, over 2476908.97 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06052, over 23445.30 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2928, pruned_loss=0.05674, over 2442847.06 frames. utt_duration=1302 frames, utt_pad_proportion=0.04104, over 7511.16 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2898, pruned_loss=0.05349, over 2478920.34 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06186, over 24998.08 utterances.], batch size: 146, lr: 3.41e-04
2022-08-27 14:47:55,503 INFO [train.py:927] (5/8) Epoch 11, batch 9650, giga_loss[loss=0.1992, simple_loss=0.2964, pruned_loss=0.05102, over 12350.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.0304, over 91.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2908, pruned_loss=0.05401, over 2476646.90 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06348, over 23519.63 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2923, pruned_loss=0.05652, over 2443621.12 frames. utt_duration=1303 frames, utt_pad_proportion=0.04102, over 7512.02 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2913, pruned_loss=0.05424, over 2478484.11 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06451, over 25204.36 utterances.], batch size: 91, lr: 3.41e-04
2022-08-27 14:50:11,374 INFO [train.py:927] (5/8) Epoch 11, batch 9700, giga_loss[loss=0.1991, simple_loss=0.2904, pruned_loss=0.05392, over 12448.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02889, over 122.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2914, pruned_loss=0.05427, over 2477471.11 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06397, over 23558.35 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2923, pruned_loss=0.05655, over 2443950.61 frames. utt_duration=1301 frames, utt_pad_proportion=0.04105, over 7524.83 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2918, pruned_loss=0.0544, over 2478918.46 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06483, over 25008.44 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 14:52:27,038 INFO [train.py:927] (5/8) Epoch 11, batch 9750, giga_loss[loss=0.2046, simple_loss=0.2948, pruned_loss=0.05719, over 12389.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0251, over 48.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2897, pruned_loss=0.05299, over 2478057.26 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06166, over 23127.10 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2922, pruned_loss=0.05648, over 2443851.86 frames. utt_duration=1302 frames, utt_pad_proportion=0.0409, over 7519.20 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.29, pruned_loss=0.05314, over 2479402.84 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06252, over 24329.48 utterances.], batch size: 48, lr: 3.41e-04
2022-08-27 14:54:24,724 INFO [train.py:927] (5/8) Epoch 11, batch 9800, giga_loss[loss=0.1926, simple_loss=0.2944, pruned_loss=0.04541, over 12416.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05725, over 182.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.29, pruned_loss=0.05347, over 2477376.54 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06396, over 23841.89 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2924, pruned_loss=0.05647, over 2444175.76 frames. utt_duration=1304 frames, utt_pad_proportion=0.04043, over 7508.47 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2902, pruned_loss=0.05356, over 2478603.45 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06471, over 25004.69 utterances.], batch size: 182, lr: 3.41e-04
2022-08-27 14:56:17,506 INFO [train.py:927] (5/8) Epoch 11, batch 9850, giga_loss[loss=0.2322, simple_loss=0.3195, pruned_loss=0.07252, over 12387.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05974, over 182.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2912, pruned_loss=0.05432, over 2477178.23 frames. utt_duration=412.9 frames, utt_pad_proportion=0.0658, over 24065.38 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.292, pruned_loss=0.05632, over 2444943.13 frames. utt_duration=1307 frames, utt_pad_proportion=0.03963, over 7491.33 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2916, pruned_loss=0.05444, over 2478339.39 frames. utt_duration=391 frames, utt_pad_proportion=0.0667, over 25430.58 utterances.], batch size: 182, lr: 3.41e-04
2022-08-27 14:58:15,423 INFO [train.py:927] (5/8) Epoch 11, batch 9900, giga_loss[loss=0.1786, simple_loss=0.2727, pruned_loss=0.04229, over 12332.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03165, over 70.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2896, pruned_loss=0.05444, over 2477311.13 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06611, over 24684.69 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.292, pruned_loss=0.05635, over 2445112.80 frames. utt_duration=1307 frames, utt_pad_proportion=0.0395, over 7491.46 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2899, pruned_loss=0.05449, over 2478362.65 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06687, over 25906.35 utterances.], batch size: 70, lr: 3.41e-04
2022-08-27 14:59:55,838 INFO [train.py:927] (5/8) Epoch 11, batch 9950, giga_loss[loss=0.2205, simple_loss=0.3275, pruned_loss=0.05674, over 12399.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04347, over 26.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.295, pruned_loss=0.05777, over 2477366.16 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0647, over 24489.87 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2924, pruned_loss=0.05653, over 2445408.21 frames. utt_duration=1306 frames, utt_pad_proportion=0.03927, over 7500.53 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2948, pruned_loss=0.05764, over 2478214.19 frames. utt_duration=388.5 frames, utt_pad_proportion=0.0655, over 25593.51 utterances.], batch size: 26, lr: 3.41e-04
2022-08-27 15:01:37,679 INFO [train.py:927] (5/8) Epoch 11, batch 10000, giga_loss[loss=0.246, simple_loss=0.3113, pruned_loss=0.09036, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.299, pruned_loss=0.06014, over 2476619.60 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06434, over 23422.23 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2922, pruned_loss=0.05637, over 2446005.18 frames. utt_duration=1309 frames, utt_pad_proportion=0.03855, over 7483.27 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2991, pruned_loss=0.06023, over 2477453.18 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06537, over 24671.62 utterances.], batch size: 259, lr: 3.41e-04
2022-08-27 15:03:18,892 INFO [train.py:927] (5/8) Epoch 11, batch 10050, libri_loss[loss=0.1778, simple_loss=0.255, pruned_loss=0.05027, over 12384.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009706, over 30.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.293, pruned_loss=0.05835, over 2476127.21 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06329, over 22406.09 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.292, pruned_loss=0.05636, over 2446389.56 frames. utt_duration=1309 frames, utt_pad_proportion=0.03829, over 7482.00 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05847, over 2476839.77 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06437, over 23601.61 utterances.], batch size: 30, lr: 3.41e-04
2022-08-27 15:05:00,990 INFO [train.py:927] (5/8) Epoch 11, batch 10100, giga_loss[loss=0.1811, simple_loss=0.2724, pruned_loss=0.04489, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04098, over 113.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2852, pruned_loss=0.05576, over 2476007.23 frames. utt_duration=460.1 frames, utt_pad_proportion=0.06347, over 21589.79 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.292, pruned_loss=0.05641, over 2446821.34 frames. utt_duration=1299 frames, utt_pad_proportion=0.04231, over 7546.02 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2855, pruned_loss=0.05584, over 2476577.09 frames. utt_duration=438.3 frames, utt_pad_proportion=0.06339, over 22671.59 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 15:06:48,095 INFO [train.py:927] (5/8) Epoch 11, batch 10150, giga_loss[loss=0.1696, simple_loss=0.2599, pruned_loss=0.03972, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2777, pruned_loss=0.05325, over 2475370.42 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06074, over 20334.56 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05632, over 2447405.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04156, over 7527.51 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.278, pruned_loss=0.05337, over 2475936.61 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06118, over 21506.05 utterances.], batch size: 80, lr: 3.41e-04
2022-08-27 15:08:30,954 INFO [train.py:927] (5/8) Epoch 11, batch 10200, giga_loss[loss=0.1969, simple_loss=0.2776, pruned_loss=0.05813, over 12420.00 frames. utt_duration=342 frames, utt_pad_proportion=0.0419, over 146.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2728, pruned_loss=0.05154, over 2474769.25 frames. utt_duration=504.5 frames, utt_pad_proportion=0.05892, over 19676.58 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2913, pruned_loss=0.0563, over 2448081.58 frames. utt_duration=1306 frames, utt_pad_proportion=0.04078, over 7504.57 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2731, pruned_loss=0.05158, over 2475225.83 frames. utt_duration=475 frames, utt_pad_proportion=0.05973, over 20903.54 utterances.], batch size: 146, lr: 3.41e-04
2022-08-27 15:10:11,587 INFO [train.py:927] (5/8) Epoch 11, batch 10250, giga_loss[loss=0.1501, simple_loss=0.2272, pruned_loss=0.03645, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04397, over 31.00 utterances.], tot_loss[loss=0.1841, simple_loss=0.2682, pruned_loss=0.04996, over 2474558.11 frames. utt_duration=513.1 frames, utt_pad_proportion=0.05976, over 19344.99 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.291, pruned_loss=0.0562, over 2448510.87 frames. utt_duration=1309 frames, utt_pad_proportion=0.04035, over 7493.46 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2683, pruned_loss=0.04998, over 2475018.52 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06065, over 20554.96 utterances.], batch size: 31, lr: 3.41e-04
2022-08-27 15:11:53,961 INFO [train.py:927] (5/8) Epoch 11, batch 10300, giga_loss[loss=0.1442, simple_loss=0.226, pruned_loss=0.03122, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03417, over 39.00 utterances.], tot_loss[loss=0.1798, simple_loss=0.2632, pruned_loss=0.04819, over 2474366.77 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06236, over 19104.34 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.0561, over 2448661.31 frames. utt_duration=1310 frames, utt_pad_proportion=0.04022, over 7485.99 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2634, pruned_loss=0.04826, over 2474710.72 frames. utt_duration=493.8 frames, utt_pad_proportion=0.063, over 20105.47 utterances.], batch size: 39, lr: 3.41e-04
2022-08-27 15:13:35,907 INFO [train.py:927] (5/8) Epoch 11, batch 10350, giga_loss[loss=0.166, simple_loss=0.2505, pruned_loss=0.04072, over 12439.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03569, over 113.00 utterances.], tot_loss[loss=0.1759, simple_loss=0.2589, pruned_loss=0.04642, over 2474636.29 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06144, over 19025.51 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2906, pruned_loss=0.05588, over 2448763.19 frames. utt_duration=1315 frames, utt_pad_proportion=0.04, over 7459.84 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2588, pruned_loss=0.04656, over 2475154.86 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06215, over 19994.56 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 15:15:18,452 INFO [train.py:927] (5/8) Epoch 11, batch 10400, giga_loss[loss=0.141, simple_loss=0.226, pruned_loss=0.02805, over 12416.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.0336, over 75.00 utterances.], tot_loss[loss=0.1759, simple_loss=0.2585, pruned_loss=0.04669, over 2474762.74 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06422, over 19049.18 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2905, pruned_loss=0.05597, over 2449691.10 frames. utt_duration=1318 frames, utt_pad_proportion=0.03924, over 7445.17 utterances.], giga_tot_loss[loss=0.1752, simple_loss=0.2575, pruned_loss=0.04644, over 2475041.10 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06514, over 20158.85 utterances.], batch size: 75, lr: 3.41e-04
2022-08-27 15:17:01,396 INFO [train.py:927] (5/8) Epoch 11, batch 10450, giga_loss[loss=0.2175, simple_loss=0.3087, pruned_loss=0.06317, over 12320.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03595, over 62.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2702, pruned_loss=0.05231, over 2475004.78 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06666, over 19503.54 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2904, pruned_loss=0.0559, over 2449939.65 frames. utt_duration=1316 frames, utt_pad_proportion=0.03937, over 7456.86 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.269, pruned_loss=0.05202, over 2475559.01 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06745, over 20643.43 utterances.], batch size: 62, lr: 3.41e-04
2022-08-27 15:18:42,889 INFO [train.py:927] (5/8) Epoch 11, batch 10500, giga_loss[loss=0.2071, simple_loss=0.3028, pruned_loss=0.05564, over 12362.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03582, over 122.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.278, pruned_loss=0.05534, over 2474300.48 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06209, over 18807.17 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2895, pruned_loss=0.05552, over 2450399.11 frames. utt_duration=1323 frames, utt_pad_proportion=0.03857, over 7417.67 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2775, pruned_loss=0.05541, over 2475009.80 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06346, over 20076.31 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 15:20:24,127 INFO [train.py:927] (5/8) Epoch 11, batch 10550, giga_loss[loss=0.205, simple_loss=0.2916, pruned_loss=0.05919, over 12489.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03883, over 31.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2821, pruned_loss=0.05618, over 2474954.12 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05862, over 18187.82 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2892, pruned_loss=0.05538, over 2450691.67 frames. utt_duration=1326 frames, utt_pad_proportion=0.03799, over 7403.41 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2818, pruned_loss=0.05637, over 2475703.81 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06028, over 19408.96 utterances.], batch size: 31, lr: 3.40e-04
2022-08-27 15:22:07,298 INFO [train.py:927] (5/8) Epoch 11, batch 10600, giga_loss[loss=0.2298, simple_loss=0.3291, pruned_loss=0.06529, over 12380.00 frames. utt_duration=404.3 frames, utt_pad_proportion=0.03736, over 123.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2866, pruned_loss=0.05845, over 2475392.21 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05894, over 18236.73 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2892, pruned_loss=0.05538, over 2450721.07 frames. utt_duration=1327 frames, utt_pad_proportion=0.03769, over 7398.39 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2862, pruned_loss=0.05861, over 2476160.48 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06039, over 19290.42 utterances.], batch size: 123, lr: 3.40e-04
2022-08-27 15:23:51,284 INFO [train.py:927] (5/8) Epoch 11, batch 10650, libri_loss[loss=0.2097, simple_loss=0.297, pruned_loss=0.06116, over 12390.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009564, over 38.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2908, pruned_loss=0.06019, over 2474389.26 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05862, over 17523.57 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2891, pruned_loss=0.05526, over 2451339.46 frames. utt_duration=1330 frames, utt_pad_proportion=0.03687, over 7379.65 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2906, pruned_loss=0.06052, over 2475080.18 frames. utt_duration=532.1 frames, utt_pad_proportion=0.0603, over 18657.17 utterances.], batch size: 38, lr: 3.40e-04
2022-08-27 15:25:34,674 INFO [train.py:927] (5/8) Epoch 11, batch 10700, giga_loss[loss=0.1995, simple_loss=0.2948, pruned_loss=0.0521, over 12249.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03137, over 28.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2944, pruned_loss=0.06066, over 2474707.26 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05822, over 17220.62 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2897, pruned_loss=0.05557, over 2451992.92 frames. utt_duration=1323 frames, utt_pad_proportion=0.03697, over 7422.80 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2937, pruned_loss=0.0608, over 2475385.84 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05986, over 18416.21 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 15:27:18,986 INFO [train.py:927] (5/8) Epoch 11, batch 10750, giga_loss[loss=0.1988, simple_loss=0.3098, pruned_loss=0.04392, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03227, over 28.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06109, over 2474593.89 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05592, over 16897.95 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.05558, over 2452200.96 frames. utt_duration=1323 frames, utt_pad_proportion=0.03683, over 7422.69 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.06122, over 2475031.33 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05746, over 17880.52 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 15:28:59,592 INFO [train.py:927] (5/8) Epoch 11, batch 10800, giga_loss[loss=0.1881, simple_loss=0.2781, pruned_loss=0.04908, over 12269.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0263, over 54.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2975, pruned_loss=0.06067, over 2474561.37 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05387, over 16452.74 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2899, pruned_loss=0.05553, over 2452396.88 frames. utt_duration=1326 frames, utt_pad_proportion=0.03622, over 7407.20 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2972, pruned_loss=0.06094, over 2475237.31 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05561, over 17453.81 utterances.], batch size: 54, lr: 3.40e-04
2022-08-27 15:30:43,649 INFO [train.py:927] (5/8) Epoch 11, batch 10850, giga_loss[loss=0.2431, simple_loss=0.3244, pruned_loss=0.08091, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03157, over 42.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.06216, over 2473868.15 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05221, over 15681.41 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2904, pruned_loss=0.05566, over 2453243.44 frames. utt_duration=1327 frames, utt_pad_proportion=0.03548, over 7404.09 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.299, pruned_loss=0.06241, over 2474256.43 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05426, over 16717.91 utterances.], batch size: 42, lr: 3.40e-04
2022-08-27 15:32:26,580 INFO [train.py:927] (5/8) Epoch 11, batch 10900, giga_loss[loss=0.2143, simple_loss=0.2964, pruned_loss=0.06614, over 12360.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02618, over 66.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3009, pruned_loss=0.06452, over 2473972.29 frames. utt_duration=627.4 frames, utt_pad_proportion=0.05289, over 15809.51 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2902, pruned_loss=0.05574, over 2453769.45 frames. utt_duration=1313 frames, utt_pad_proportion=0.04042, over 7486.63 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3012, pruned_loss=0.06496, over 2474555.50 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05283, over 16882.75 utterances.], batch size: 66, lr: 3.40e-04
2022-08-27 15:34:14,097 INFO [train.py:927] (5/8) Epoch 11, batch 10950, giga_loss[loss=0.2361, simple_loss=0.3082, pruned_loss=0.08203, over 12337.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2091, over 371.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2999, pruned_loss=0.06486, over 2473658.36 frames. utt_duration=615 frames, utt_pad_proportion=0.05747, over 16128.03 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2902, pruned_loss=0.05576, over 2453996.79 frames. utt_duration=1309 frames, utt_pad_proportion=0.04094, over 7504.81 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3001, pruned_loss=0.06526, over 2474093.92 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05705, over 17029.90 utterances.], batch size: 371, lr: 3.40e-04
2022-08-27 15:36:00,316 INFO [train.py:927] (5/8) Epoch 11, batch 11000, libri_loss[loss=0.1962, simple_loss=0.2876, pruned_loss=0.05237, over 12324.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005721, over 36.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2988, pruned_loss=0.0645, over 2472427.36 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0611, over 17070.20 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.05558, over 2453996.88 frames. utt_duration=1312 frames, utt_pad_proportion=0.04043, over 7489.61 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2995, pruned_loss=0.06521, over 2473280.97 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06096, over 18045.00 utterances.], batch size: 36, lr: 3.40e-04
2022-08-27 15:37:46,079 INFO [train.py:927] (5/8) Epoch 11, batch 11050, giga_loss[loss=0.1914, simple_loss=0.279, pruned_loss=0.05193, over 12413.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2968, pruned_loss=0.06379, over 2472404.84 frames. utt_duration=574 frames, utt_pad_proportion=0.06191, over 17274.33 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05559, over 2454548.10 frames. utt_duration=1314 frames, utt_pad_proportion=0.03948, over 7479.49 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2975, pruned_loss=0.06462, over 2473192.43 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06237, over 18361.50 utterances.], batch size: 146, lr: 3.40e-04
2022-08-27 15:39:31,816 INFO [train.py:927] (5/8) Epoch 11, batch 11100, giga_loss[loss=0.2067, simple_loss=0.2844, pruned_loss=0.06449, over 12369.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02555, over 70.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2922, pruned_loss=0.06187, over 2472854.69 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06363, over 17853.63 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2899, pruned_loss=0.05554, over 2454474.30 frames. utt_duration=1314 frames, utt_pad_proportion=0.03921, over 7479.77 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.293, pruned_loss=0.06271, over 2473844.45 frames. utt_duration=525.3 frames, utt_pad_proportion=0.0642, over 18891.80 utterances.], batch size: 70, lr: 3.40e-04
2022-08-27 15:41:16,457 INFO [train.py:927] (5/8) Epoch 11, batch 11150, giga_loss[loss=0.2025, simple_loss=0.285, pruned_loss=0.06, over 12371.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04697, over 26.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2904, pruned_loss=0.06085, over 2473221.85 frames. utt_duration=547 frames, utt_pad_proportion=0.06531, over 18134.18 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2901, pruned_loss=0.05566, over 2455121.33 frames. utt_duration=1308 frames, utt_pad_proportion=0.03898, over 7513.77 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2909, pruned_loss=0.0617, over 2474281.91 frames. utt_duration=511 frames, utt_pad_proportion=0.06631, over 19426.48 utterances.], batch size: 26, lr: 3.40e-04
2022-08-27 15:42:58,617 INFO [train.py:927] (5/8) Epoch 11, batch 11200, giga_loss[loss=0.1933, simple_loss=0.2724, pruned_loss=0.05705, over 12408.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03812, over 37.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2898, pruned_loss=0.06085, over 2473373.31 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06404, over 18033.69 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.29, pruned_loss=0.05564, over 2455209.41 frames. utt_duration=1310 frames, utt_pad_proportion=0.0386, over 7506.54 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2903, pruned_loss=0.06162, over 2474453.01 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06523, over 19258.77 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 15:44:42,562 INFO [train.py:927] (5/8) Epoch 11, batch 11250, giga_loss[loss=0.1647, simple_loss=0.2546, pruned_loss=0.03742, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0282, over 45.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2874, pruned_loss=0.06, over 2472963.81 frames. utt_duration=541.4 frames, utt_pad_proportion=0.0644, over 18321.10 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2904, pruned_loss=0.05578, over 2455615.30 frames. utt_duration=1306 frames, utt_pad_proportion=0.03868, over 7527.37 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2874, pruned_loss=0.06061, over 2473846.40 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06558, over 19524.27 utterances.], batch size: 45, lr: 3.40e-04
2022-08-27 15:46:27,262 INFO [train.py:927] (5/8) Epoch 11, batch 11300, giga_loss[loss=0.1883, simple_loss=0.2649, pruned_loss=0.05581, over 12331.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02528, over 45.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2842, pruned_loss=0.05871, over 2473012.19 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06419, over 17700.78 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05572, over 2456192.21 frames. utt_duration=1305 frames, utt_pad_proportion=0.03816, over 7537.08 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.284, pruned_loss=0.05933, over 2473588.50 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06556, over 18882.05 utterances.], batch size: 45, lr: 3.40e-04
2022-08-27 15:48:10,046 INFO [train.py:927] (5/8) Epoch 11, batch 11350, giga_loss[loss=0.1814, simple_loss=0.2579, pruned_loss=0.05249, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0428, over 33.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2813, pruned_loss=0.05764, over 2473171.20 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06109, over 17068.00 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05576, over 2456394.66 frames. utt_duration=1306 frames, utt_pad_proportion=0.038, over 7534.44 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.281, pruned_loss=0.05814, over 2473755.54 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06263, over 18183.55 utterances.], batch size: 33, lr: 3.40e-04
2022-08-27 15:49:55,361 INFO [train.py:927] (5/8) Epoch 11, batch 11400, giga_loss[loss=0.1902, simple_loss=0.2654, pruned_loss=0.05747, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02644, over 48.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2794, pruned_loss=0.05747, over 2474155.98 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06159, over 17270.26 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2908, pruned_loss=0.05594, over 2456790.05 frames. utt_duration=1294 frames, utt_pad_proportion=0.04229, over 7604.64 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2789, pruned_loss=0.05775, over 2474499.93 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06149, over 18220.39 utterances.], batch size: 48, lr: 3.40e-04
2022-08-27 15:51:38,993 INFO [train.py:927] (5/8) Epoch 11, batch 11450, giga_loss[loss=0.1668, simple_loss=0.2427, pruned_loss=0.04549, over 12377.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04189, over 37.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2783, pruned_loss=0.05701, over 2473335.05 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05868, over 16800.38 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2905, pruned_loss=0.05582, over 2457494.38 frames. utt_duration=1298 frames, utt_pad_proportion=0.04104, over 7579.67 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2777, pruned_loss=0.05738, over 2473605.09 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05947, over 17915.34 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 15:53:26,349 INFO [train.py:927] (5/8) Epoch 11, batch 11500, giga_loss[loss=0.1937, simple_loss=0.2786, pruned_loss=0.05445, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03852, over 31.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2811, pruned_loss=0.05875, over 2472656.50 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05909, over 16856.68 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2904, pruned_loss=0.05581, over 2457487.73 frames. utt_duration=1302 frames, utt_pad_proportion=0.04046, over 7556.23 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2806, pruned_loss=0.05909, over 2473172.18 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06006, over 17941.60 utterances.], batch size: 31, lr: 3.40e-04
2022-08-27 15:55:11,645 INFO [train.py:927] (5/8) Epoch 11, batch 11550, giga_loss[loss=0.226, simple_loss=0.2995, pruned_loss=0.07624, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03423, over 40.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2872, pruned_loss=0.06247, over 2473319.01 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06687, over 17830.71 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2904, pruned_loss=0.05579, over 2457827.16 frames. utt_duration=1305 frames, utt_pad_proportion=0.03973, over 7541.43 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2867, pruned_loss=0.06288, over 2473781.17 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06762, over 18922.04 utterances.], batch size: 40, lr: 3.40e-04
2022-08-27 15:56:56,229 INFO [train.py:927] (5/8) Epoch 11, batch 11600, giga_loss[loss=0.2064, simple_loss=0.2905, pruned_loss=0.06118, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03503, over 51.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.292, pruned_loss=0.06416, over 2473428.22 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06746, over 17862.13 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2905, pruned_loss=0.05588, over 2458146.74 frames. utt_duration=1307 frames, utt_pad_proportion=0.03913, over 7532.68 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2914, pruned_loss=0.06453, over 2473783.15 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06843, over 18912.58 utterances.], batch size: 51, lr: 3.40e-04
2022-08-27 15:58:40,811 INFO [train.py:927] (5/8) Epoch 11, batch 11650, giga_loss[loss=0.2005, simple_loss=0.2934, pruned_loss=0.05381, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06311, over 183.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2979, pruned_loss=0.06609, over 2473530.26 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06495, over 18352.04 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2905, pruned_loss=0.05586, over 2458244.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.03901, over 7525.02 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2975, pruned_loss=0.06642, over 2473791.86 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06588, over 19220.30 utterances.], batch size: 183, lr: 3.40e-04
2022-08-27 16:00:21,680 INFO [train.py:927] (5/8) Epoch 11, batch 11700, libri_loss[loss=0.1734, simple_loss=0.2656, pruned_loss=0.04061, over 12119.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006856, over 32.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2964, pruned_loss=0.06359, over 2473829.47 frames. utt_duration=556 frames, utt_pad_proportion=0.06117, over 17845.67 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05566, over 2458804.65 frames. utt_duration=1303 frames, utt_pad_proportion=0.03955, over 7559.27 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2963, pruned_loss=0.06461, over 2474448.23 frames. utt_duration=518 frames, utt_pad_proportion=0.0626, over 19164.24 utterances.], batch size: 32, lr: 3.40e-04
2022-08-27 16:02:05,017 INFO [train.py:927] (5/8) Epoch 11, batch 11750, giga_loss[loss=0.258, simple_loss=0.3352, pruned_loss=0.09033, over 12381.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07044, over 211.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2957, pruned_loss=0.06239, over 2474053.52 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06248, over 18215.84 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2908, pruned_loss=0.0558, over 2459402.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.04466, over 7666.26 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2957, pruned_loss=0.06331, over 2474476.68 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06219, over 19508.15 utterances.], batch size: 211, lr: 3.40e-04
2022-08-27 16:03:50,768 INFO [train.py:927] (5/8) Epoch 11, batch 11800, giga_loss[loss=0.2351, simple_loss=0.3136, pruned_loss=0.07834, over 12367.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2975, pruned_loss=0.06329, over 2474487.00 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06509, over 18445.27 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.291, pruned_loss=0.05609, over 2459560.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.04808, over 7728.58 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2974, pruned_loss=0.06385, over 2474854.13 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06376, over 19553.72 utterances.], batch size: 213, lr: 3.40e-04
2022-08-27 16:05:37,908 INFO [train.py:927] (5/8) Epoch 11, batch 11850, giga_loss[loss=0.2227, simple_loss=0.3055, pruned_loss=0.0699, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2998, pruned_loss=0.06515, over 2473785.34 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06078, over 17882.27 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2909, pruned_loss=0.0561, over 2459666.99 frames. utt_duration=1275 frames, utt_pad_proportion=0.04767, over 7726.70 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2999, pruned_loss=0.06569, over 2474168.09 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06013, over 18898.76 utterances.], batch size: 97, lr: 3.40e-04
2022-08-27 16:07:22,803 INFO [train.py:927] (5/8) Epoch 11, batch 11900, libri_loss[loss=0.2173, simple_loss=0.3144, pruned_loss=0.06008, over 12202.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006992, over 30.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3011, pruned_loss=0.06681, over 2473840.80 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05801, over 17779.32 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2911, pruned_loss=0.05617, over 2459770.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.04714, over 7710.84 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3012, pruned_loss=0.06731, over 2474264.61 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05786, over 18730.34 utterances.], batch size: 30, lr: 3.40e-04
2022-08-27 16:09:08,233 INFO [train.py:927] (5/8) Epoch 11, batch 11950, giga_loss[loss=0.2182, simple_loss=0.3117, pruned_loss=0.06237, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02637, over 48.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.304, pruned_loss=0.06742, over 2473105.36 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05766, over 17910.02 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2915, pruned_loss=0.05627, over 2459621.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.04696, over 7707.29 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3037, pruned_loss=0.06777, over 2473646.42 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05765, over 18707.03 utterances.], batch size: 48, lr: 3.40e-04
2022-08-27 16:10:51,067 INFO [train.py:927] (5/8) Epoch 11, batch 12000, giga_loss[loss=0.2514, simple_loss=0.3111, pruned_loss=0.09589, over 12363.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3047, pruned_loss=0.06768, over 2472752.24 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05941, over 17605.56 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2914, pruned_loss=0.0561, over 2460127.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.04565, over 7688.45 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3051, pruned_loss=0.06853, over 2473190.63 frames. utt_duration=532.6 frames, utt_pad_proportion=0.05993, over 18627.60 utterances.], batch size: 257, lr: 3.40e-04
2022-08-27 16:10:51,069 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 16:11:04,956 INFO [train.py:967] (5/8) 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 16:12:45,756 INFO [train.py:927] (5/8) Epoch 11, batch 12050, libri_loss[loss=0.214, simple_loss=0.3034, pruned_loss=0.06229, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005842, over 34.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3038, pruned_loss=0.06764, over 2473024.54 frames. utt_duration=554.2 frames, utt_pad_proportion=0.0611, over 17898.04 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2915, pruned_loss=0.05618, over 2460322.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.04512, over 7681.14 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3041, pruned_loss=0.06841, over 2473385.75 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06171, over 18851.79 utterances.], batch size: 34, lr: 3.40e-04
2022-08-27 16:14:25,919 INFO [train.py:927] (5/8) Epoch 11, batch 12100, giga_loss[loss=0.2404, simple_loss=0.3273, pruned_loss=0.07672, over 12487.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04002, over 31.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3028, pruned_loss=0.06727, over 2472613.28 frames. utt_duration=599 frames, utt_pad_proportion=0.05648, over 16551.91 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2915, pruned_loss=0.05615, over 2460287.20 frames. utt_duration=1285 frames, utt_pad_proportion=0.04462, over 7666.99 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.06807, over 2473105.41 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05749, over 17451.97 utterances.], batch size: 31, lr: 3.40e-04
2022-08-27 16:16:11,261 INFO [train.py:927] (5/8) Epoch 11, batch 12150, giga_loss[loss=0.2328, simple_loss=0.3157, pruned_loss=0.07493, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02747, over 45.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3024, pruned_loss=0.06653, over 2472202.41 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05582, over 15711.55 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2913, pruned_loss=0.05594, over 2460960.63 frames. utt_duration=1293 frames, utt_pad_proportion=0.04305, over 7623.40 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3036, pruned_loss=0.06796, over 2472629.56 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05765, over 16968.90 utterances.], batch size: 45, lr: 3.39e-04
2022-08-27 16:17:53,366 INFO [train.py:927] (5/8) Epoch 11, batch 12200, giga_loss[loss=0.2152, simple_loss=0.3023, pruned_loss=0.06404, over 12455.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0453, over 34.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.302, pruned_loss=0.06649, over 2472064.19 frames. utt_duration=618.3 frames, utt_pad_proportion=0.05736, over 16031.08 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.291, pruned_loss=0.05585, over 2460838.28 frames. utt_duration=1296 frames, utt_pad_proportion=0.04243, over 7602.12 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3033, pruned_loss=0.06787, over 2472697.26 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05902, over 17184.39 utterances.], batch size: 34, lr: 3.39e-04
2022-08-27 16:19:34,290 INFO [train.py:927] (5/8) Epoch 11, batch 12250, giga_loss[loss=0.2289, simple_loss=0.3127, pruned_loss=0.0725, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04254, over 34.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3009, pruned_loss=0.06648, over 2472725.89 frames. utt_duration=630.7 frames, utt_pad_proportion=0.05734, over 15718.90 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2907, pruned_loss=0.0558, over 2461175.31 frames. utt_duration=1300 frames, utt_pad_proportion=0.04183, over 7579.25 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3024, pruned_loss=0.06779, over 2473133.40 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05899, over 16789.90 utterances.], batch size: 34, lr: 3.39e-04
2022-08-27 16:21:13,675 INFO [train.py:927] (5/8) Epoch 11, batch 12300, giga_loss[loss=0.1959, simple_loss=0.2845, pruned_loss=0.05369, over 12401.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2974, pruned_loss=0.06472, over 2472519.47 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05999, over 15665.83 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2903, pruned_loss=0.05561, over 2460908.55 frames. utt_duration=1306 frames, utt_pad_proportion=0.04097, over 7548.70 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2993, pruned_loss=0.0663, over 2473500.06 frames. utt_duration=588.4 frames, utt_pad_proportion=0.0618, over 16858.19 utterances.], batch size: 70, lr: 3.39e-04
2022-08-27 16:22:52,559 INFO [train.py:927] (5/8) Epoch 11, batch 12350, giga_loss[loss=0.1742, simple_loss=0.2627, pruned_loss=0.04287, over 12351.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.0269, over 70.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2951, pruned_loss=0.06373, over 2472253.88 frames. utt_duration=654 frames, utt_pad_proportion=0.05998, over 15154.81 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2902, pruned_loss=0.05565, over 2461347.35 frames. utt_duration=1309 frames, utt_pad_proportion=0.03982, over 7530.22 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.297, pruned_loss=0.06532, over 2473103.14 frames. utt_duration=602.7 frames, utt_pad_proportion=0.06233, over 16454.12 utterances.], batch size: 70, lr: 3.39e-04
2022-08-27 16:24:34,373 INFO [train.py:927] (5/8) Epoch 11, batch 12400, giga_loss[loss=0.1952, simple_loss=0.2825, pruned_loss=0.05393, over 12441.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03729, over 105.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2923, pruned_loss=0.06302, over 2472635.39 frames. utt_duration=630.4 frames, utt_pad_proportion=0.06248, over 15726.41 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2901, pruned_loss=0.05561, over 2461233.23 frames. utt_duration=1310 frames, utt_pad_proportion=0.03953, over 7522.95 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2938, pruned_loss=0.06438, over 2473519.92 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06436, over 16834.09 utterances.], batch size: 105, lr: 3.39e-04
2022-08-27 16:26:14,362 INFO [train.py:927] (5/8) Epoch 11, batch 12450, giga_loss[loss=0.209, simple_loss=0.2886, pruned_loss=0.06467, over 12398.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03459, over 80.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2891, pruned_loss=0.06173, over 2472234.89 frames. utt_duration=639.9 frames, utt_pad_proportion=0.05935, over 15489.83 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2901, pruned_loss=0.05569, over 2461611.28 frames. utt_duration=1307 frames, utt_pad_proportion=0.03988, over 7544.36 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2904, pruned_loss=0.06298, over 2472957.14 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06127, over 16596.77 utterances.], batch size: 80, lr: 3.39e-04
2022-08-27 16:28:01,411 INFO [train.py:927] (5/8) Epoch 11, batch 12500, giga_loss[loss=0.205, simple_loss=0.3035, pruned_loss=0.05328, over 12422.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03831, over 133.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2878, pruned_loss=0.0606, over 2471771.77 frames. utt_duration=653.8 frames, utt_pad_proportion=0.05753, over 15156.74 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.05595, over 2462125.46 frames. utt_duration=1307 frames, utt_pad_proportion=0.0392, over 7545.74 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2884, pruned_loss=0.06148, over 2472124.13 frames. utt_duration=611.6 frames, utt_pad_proportion=0.05967, over 16208.68 utterances.], batch size: 133, lr: 3.39e-04
2022-08-27 16:29:43,330 INFO [train.py:927] (5/8) Epoch 11, batch 12550, giga_loss[loss=0.1905, simple_loss=0.2715, pruned_loss=0.05478, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.0435, over 34.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2893, pruned_loss=0.0607, over 2472170.81 frames. utt_duration=618.4 frames, utt_pad_proportion=0.05839, over 16030.42 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05567, over 2462208.13 frames. utt_duration=1315 frames, utt_pad_proportion=0.0383, over 7500.36 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2903, pruned_loss=0.06181, over 2472673.69 frames. utt_duration=577.8 frames, utt_pad_proportion=0.0605, over 17161.24 utterances.], batch size: 34, lr: 3.39e-04
2022-08-27 16:31:22,421 INFO [train.py:927] (5/8) Epoch 11, batch 12600, libri_loss[loss=0.2191, simple_loss=0.3013, pruned_loss=0.06842, over 12146.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006111, over 35.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2909, pruned_loss=0.06046, over 2472492.77 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05931, over 17080.26 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2903, pruned_loss=0.05592, over 2462264.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.04256, over 7608.34 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2914, pruned_loss=0.06129, over 2473181.97 frames. utt_duration=545.9 frames, utt_pad_proportion=0.0597, over 18173.01 utterances.], batch size: 35, lr: 3.39e-04
2022-08-27 16:33:02,008 INFO [train.py:927] (5/8) Epoch 11, batch 12650, giga_loss[loss=0.2025, simple_loss=0.2946, pruned_loss=0.0552, over 12445.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2907, pruned_loss=0.06027, over 2473375.71 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05937, over 17708.32 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2898, pruned_loss=0.05579, over 2462011.84 frames. utt_duration=1302 frames, utt_pad_proportion=0.04199, over 7573.51 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2916, pruned_loss=0.06113, over 2474347.31 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05997, over 18815.49 utterances.], batch size: 123, lr: 3.39e-04
2022-08-27 16:34:41,877 INFO [train.py:927] (5/8) Epoch 11, batch 12700, giga_loss[loss=0.1999, simple_loss=0.2761, pruned_loss=0.06187, over 12358.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.02943, over 51.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2911, pruned_loss=0.06054, over 2473341.48 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06314, over 17928.44 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2901, pruned_loss=0.05598, over 2462171.32 frames. utt_duration=1293 frames, utt_pad_proportion=0.04628, over 7624.43 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2915, pruned_loss=0.06121, over 2474301.67 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06226, over 19046.08 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 16:36:19,501 INFO [train.py:927] (5/8) Epoch 11, batch 12750, giga_loss[loss=0.202, simple_loss=0.2904, pruned_loss=0.05681, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2918, pruned_loss=0.06053, over 2473020.05 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05797, over 17140.03 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2902, pruned_loss=0.05625, over 2461801.22 frames. utt_duration=1296 frames, utt_pad_proportion=0.04517, over 7604.66 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2921, pruned_loss=0.06098, over 2474497.45 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05812, over 18372.60 utterances.], batch size: 133, lr: 3.39e-04
2022-08-27 16:37:59,166 INFO [train.py:927] (5/8) Epoch 11, batch 12800, giga_loss[loss=0.1872, simple_loss=0.2774, pruned_loss=0.04852, over 12302.00 frames. utt_duration=850.2 frames, utt_pad_proportion=0.03609, over 58.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2943, pruned_loss=0.06161, over 2472949.56 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06405, over 17539.33 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2911, pruned_loss=0.057, over 2462143.40 frames. utt_duration=1298 frames, utt_pad_proportion=0.04381, over 7597.81 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2938, pruned_loss=0.06147, over 2474219.42 frames. utt_duration=525.6 frames, utt_pad_proportion=0.0645, over 18884.70 utterances.], batch size: 58, lr: 3.39e-04
2022-08-27 16:39:42,250 INFO [train.py:927] (5/8) Epoch 11, batch 12850, giga_loss[loss=0.2241, simple_loss=0.3056, pruned_loss=0.0713, over 12370.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2952, pruned_loss=0.06222, over 2473321.68 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06481, over 17378.63 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2913, pruned_loss=0.0572, over 2462467.22 frames. utt_duration=1297 frames, utt_pad_proportion=0.04343, over 7602.79 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2947, pruned_loss=0.06199, over 2474185.43 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06537, over 18570.70 utterances.], batch size: 104, lr: 3.39e-04
2022-08-27 16:41:22,952 INFO [train.py:927] (5/8) Epoch 11, batch 12900, giga_loss[loss=0.2076, simple_loss=0.2915, pruned_loss=0.06182, over 12482.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02877, over 55.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2936, pruned_loss=0.06152, over 2473080.60 frames. utt_duration=595 frames, utt_pad_proportion=0.06233, over 16666.16 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2912, pruned_loss=0.05723, over 2462385.21 frames. utt_duration=1299 frames, utt_pad_proportion=0.04312, over 7589.80 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2933, pruned_loss=0.06136, over 2473924.24 frames. utt_duration=560.7 frames, utt_pad_proportion=0.0631, over 17695.95 utterances.], batch size: 55, lr: 3.39e-04
2022-08-27 16:43:03,214 INFO [train.py:927] (5/8) Epoch 11, batch 12950, giga_loss[loss=0.2083, simple_loss=0.2897, pruned_loss=0.06351, over 12318.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03195, over 58.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2908, pruned_loss=0.06037, over 2473030.04 frames. utt_duration=618.9 frames, utt_pad_proportion=0.05947, over 16021.51 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05749, over 2462514.43 frames. utt_duration=1303 frames, utt_pad_proportion=0.04224, over 7570.21 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2904, pruned_loss=0.06011, over 2473867.74 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06084, over 17100.82 utterances.], batch size: 58, lr: 3.39e-04
2022-08-27 16:44:41,879 INFO [train.py:927] (5/8) Epoch 11, batch 13000, libri_loss[loss=0.1845, simple_loss=0.2634, pruned_loss=0.05284, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006549, over 32.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2919, pruned_loss=0.06016, over 2472665.84 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05783, over 16354.63 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2915, pruned_loss=0.05758, over 2462796.43 frames. utt_duration=1303 frames, utt_pad_proportion=0.0416, over 7566.79 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2916, pruned_loss=0.05993, over 2473294.21 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05939, over 17374.24 utterances.], batch size: 32, lr: 3.39e-04
2022-08-27 16:46:21,287 INFO [train.py:927] (5/8) Epoch 11, batch 13050, giga_loss[loss=0.2208, simple_loss=0.3142, pruned_loss=0.0637, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03026, over 70.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2927, pruned_loss=0.06054, over 2473257.31 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05673, over 17079.93 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2914, pruned_loss=0.05759, over 2463100.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.04561, over 7623.40 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2926, pruned_loss=0.0604, over 2473672.80 frames. utt_duration=551 frames, utt_pad_proportion=0.05675, over 18005.15 utterances.], batch size: 70, lr: 3.39e-04
2022-08-27 16:48:00,081 INFO [train.py:927] (5/8) Epoch 11, batch 13100, giga_loss[loss=0.189, simple_loss=0.273, pruned_loss=0.0525, over 12283.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02614, over 54.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2916, pruned_loss=0.06148, over 2473360.63 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05666, over 17500.38 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2917, pruned_loss=0.05783, over 2462874.24 frames. utt_duration=1294 frames, utt_pad_proportion=0.04516, over 7622.05 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2913, pruned_loss=0.0612, over 2474037.23 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05689, over 18360.07 utterances.], batch size: 54, lr: 3.39e-04
2022-08-27 16:49:42,295 INFO [train.py:927] (5/8) Epoch 11, batch 13150, giga_loss[loss=0.2094, simple_loss=0.2868, pruned_loss=0.06594, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02753, over 48.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2893, pruned_loss=0.06078, over 2472341.27 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05334, over 17027.39 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2914, pruned_loss=0.05795, over 2462434.86 frames. utt_duration=1296 frames, utt_pad_proportion=0.04431, over 7606.78 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2891, pruned_loss=0.06054, over 2473613.05 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05412, over 18048.76 utterances.], batch size: 48, lr: 3.39e-04
2022-08-27 16:51:22,861 INFO [train.py:927] (5/8) Epoch 11, batch 13200, giga_loss[loss=0.2197, simple_loss=0.2996, pruned_loss=0.06992, over 12412.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05001, over 161.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2858, pruned_loss=0.0596, over 2472608.41 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05142, over 16564.39 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2914, pruned_loss=0.05804, over 2462735.57 frames. utt_duration=1295 frames, utt_pad_proportion=0.04484, over 7617.62 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2856, pruned_loss=0.05936, over 2473492.03 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05202, over 17477.08 utterances.], batch size: 161, lr: 3.39e-04
2022-08-27 16:53:02,858 INFO [train.py:927] (5/8) Epoch 11, batch 13250, giga_loss[loss=0.1658, simple_loss=0.2459, pruned_loss=0.04285, over 12367.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.283, pruned_loss=0.05866, over 2473419.11 frames. utt_duration=618.3 frames, utt_pad_proportion=0.0506, over 16040.14 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2919, pruned_loss=0.05824, over 2462718.03 frames. utt_duration=1284 frames, utt_pad_proportion=0.04885, over 7681.59 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2823, pruned_loss=0.0583, over 2474343.02 frames. utt_duration=588.4 frames, utt_pad_proportion=0.04948, over 16863.04 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 16:54:44,295 INFO [train.py:927] (5/8) Epoch 11, batch 13300, giga_loss[loss=0.22, simple_loss=0.3048, pruned_loss=0.06763, over 12372.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03579, over 80.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2855, pruned_loss=0.0599, over 2472543.46 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05058, over 16214.44 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2918, pruned_loss=0.05833, over 2462403.56 frames. utt_duration=1288 frames, utt_pad_proportion=0.04813, over 7658.16 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2849, pruned_loss=0.05955, over 2473741.10 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05001, over 17042.46 utterances.], batch size: 80, lr: 3.39e-04
2022-08-27 16:56:26,826 INFO [train.py:927] (5/8) Epoch 11, batch 13350, giga_loss[loss=0.2124, simple_loss=0.2974, pruned_loss=0.06375, over 12398.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06405, over 183.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2882, pruned_loss=0.06048, over 2472972.62 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05348, over 16621.95 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2923, pruned_loss=0.05864, over 2462670.42 frames. utt_duration=1280 frames, utt_pad_proportion=0.04852, over 7704.26 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2872, pruned_loss=0.05995, over 2473936.85 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05282, over 17445.40 utterances.], batch size: 183, lr: 3.39e-04
2022-08-27 16:58:07,513 INFO [train.py:927] (5/8) Epoch 11, batch 13400, giga_loss[loss=0.2962, simple_loss=0.3463, pruned_loss=0.123, over 12351.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2013, over 368.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2913, pruned_loss=0.06211, over 2473624.05 frames. utt_duration=581 frames, utt_pad_proportion=0.05635, over 17074.39 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2924, pruned_loss=0.05893, over 2462747.18 frames. utt_duration=1281 frames, utt_pad_proportion=0.04791, over 7698.64 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2904, pruned_loss=0.06149, over 2474579.18 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05598, over 17939.87 utterances.], batch size: 368, lr: 3.39e-04
2022-08-27 16:59:53,901 INFO [train.py:927] (5/8) Epoch 11, batch 13450, libri_loss[loss=0.1951, simple_loss=0.2676, pruned_loss=0.06133, over 12249.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01083, over 28.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2956, pruned_loss=0.06477, over 2474321.41 frames. utt_duration=583.9 frames, utt_pad_proportion=0.0554, over 16994.24 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2923, pruned_loss=0.05913, over 2463152.60 frames. utt_duration=1284 frames, utt_pad_proportion=0.0475, over 7681.27 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.295, pruned_loss=0.06421, over 2474985.06 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05537, over 17914.80 utterances.], batch size: 28, lr: 3.39e-04
2022-08-27 17:01:39,199 INFO [train.py:927] (5/8) Epoch 11, batch 13500, libri_loss[loss=0.2153, simple_loss=0.2875, pruned_loss=0.07157, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006727, over 34.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3045, pruned_loss=0.07105, over 2474436.28 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06051, over 18393.72 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2925, pruned_loss=0.05941, over 2463356.68 frames. utt_duration=1286 frames, utt_pad_proportion=0.04694, over 7671.09 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3039, pruned_loss=0.07047, over 2474925.49 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06054, over 19261.77 utterances.], batch size: 34, lr: 3.39e-04
2022-08-27 17:03:24,924 INFO [train.py:927] (5/8) Epoch 11, batch 13550, libri_loss[loss=0.2302, simple_loss=0.3027, pruned_loss=0.07879, over 12466.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009089, over 39.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3116, pruned_loss=0.07636, over 2475112.86 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06402, over 19291.73 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2927, pruned_loss=0.05972, over 2463656.60 frames. utt_duration=1277 frames, utt_pad_proportion=0.05057, over 7724.12 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3115, pruned_loss=0.07605, over 2475547.60 frames. utt_duration=490 frames, utt_pad_proportion=0.06278, over 20270.12 utterances.], batch size: 39, lr: 3.39e-04
2022-08-27 17:05:10,567 INFO [train.py:927] (5/8) Epoch 11, batch 13600, giga_loss[loss=0.2367, simple_loss=0.3145, pruned_loss=0.07944, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3157, pruned_loss=0.08006, over 2475872.78 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06413, over 19727.54 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2926, pruned_loss=0.06006, over 2464327.68 frames. utt_duration=1282 frames, utt_pad_proportion=0.04889, over 7698.18 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3165, pruned_loss=0.08022, over 2476086.56 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06387, over 21019.48 utterances.], batch size: 48, lr: 3.39e-04
2022-08-27 17:06:56,135 INFO [train.py:927] (5/8) Epoch 11, batch 13650, giga_loss[loss=0.3021, simple_loss=0.3573, pruned_loss=0.1235, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0433, over 146.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.0838, over 2475071.86 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06232, over 19630.61 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2925, pruned_loss=0.06044, over 2464100.37 frames. utt_duration=1276 frames, utt_pad_proportion=0.05282, over 7730.59 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3209, pruned_loss=0.08434, over 2475841.58 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06107, over 21060.60 utterances.], batch size: 146, lr: 3.39e-04
2022-08-27 17:08:46,385 INFO [train.py:927] (5/8) Epoch 11, batch 13700, giga_loss[loss=0.2402, simple_loss=0.324, pruned_loss=0.07823, over 12363.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02894, over 70.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3234, pruned_loss=0.08708, over 2475447.77 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07145, over 20645.82 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2925, pruned_loss=0.06043, over 2463943.13 frames. utt_duration=1280 frames, utt_pad_proportion=0.05157, over 7709.84 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3254, pruned_loss=0.08819, over 2476529.14 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07046, over 22144.74 utterances.], batch size: 70, lr: 3.39e-04
2022-08-27 17:10:33,993 INFO [train.py:927] (5/8) Epoch 11, batch 13750, libri_loss[loss=0.1835, simple_loss=0.2643, pruned_loss=0.05136, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006162, over 32.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3237, pruned_loss=0.08871, over 2476082.93 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07564, over 20899.08 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2927, pruned_loss=0.0608, over 2464483.91 frames. utt_duration=1280 frames, utt_pad_proportion=0.05089, over 7710.81 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3263, pruned_loss=0.09028, over 2476871.65 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07499, over 22584.04 utterances.], batch size: 32, lr: 3.39e-04
2022-08-27 17:12:18,699 INFO [train.py:927] (5/8) Epoch 11, batch 13800, giga_loss[loss=0.3698, simple_loss=0.3962, pruned_loss=0.1717, over 12332.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 366.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3269, pruned_loss=0.09032, over 2476441.55 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07546, over 21571.34 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2931, pruned_loss=0.06098, over 2464878.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.05113, over 7734.87 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.329, pruned_loss=0.09177, over 2476873.91 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07502, over 23058.22 utterances.], batch size: 366, lr: 3.38e-04
2022-08-27 17:14:04,403 INFO [train.py:927] (5/8) Epoch 11, batch 13850, libri_loss[loss=0.2261, simple_loss=0.3059, pruned_loss=0.07312, over 12444.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.0211, over 43.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3276, pruned_loss=0.09069, over 2475627.09 frames. utt_duration=439 frames, utt_pad_proportion=0.08521, over 22633.81 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2936, pruned_loss=0.06168, over 2464662.13 frames. utt_duration=1269 frames, utt_pad_proportion=0.05441, over 7779.87 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3302, pruned_loss=0.09243, over 2476647.75 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08363, over 24391.18 utterances.], batch size: 43, lr: 3.38e-04
2022-08-27 17:15:55,017 INFO [train.py:927] (5/8) Epoch 11, batch 13900, giga_loss[loss=0.2148, simple_loss=0.3073, pruned_loss=0.06116, over 12271.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02738, over 54.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3237, pruned_loss=0.0859, over 2474070.44 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07931, over 20818.45 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2937, pruned_loss=0.062, over 2464948.80 frames. utt_duration=1261 frames, utt_pad_proportion=0.05732, over 7830.20 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.327, pruned_loss=0.08798, over 2475003.06 frames. utt_duration=437.5 frames, utt_pad_proportion=0.0779, over 22705.36 utterances.], batch size: 54, lr: 3.38e-04
2022-08-27 17:17:42,796 INFO [train.py:927] (5/8) Epoch 11, batch 13950, giga_loss[loss=0.2114, simple_loss=0.3025, pruned_loss=0.0601, over 12430.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3212, pruned_loss=0.08344, over 2474051.95 frames. utt_duration=474.2 frames, utt_pad_proportion=0.0818, over 20934.85 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2941, pruned_loss=0.06226, over 2465452.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05589, over 7818.19 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3244, pruned_loss=0.0856, over 2474623.73 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08123, over 22903.01 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:19:29,934 INFO [train.py:927] (5/8) Epoch 11, batch 14000, giga_loss[loss=0.2337, simple_loss=0.3073, pruned_loss=0.08007, over 12369.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03122, over 97.00 utterances.], tot_loss[loss=0.241, simple_loss=0.319, pruned_loss=0.0815, over 2474776.24 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07843, over 20331.20 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2948, pruned_loss=0.06273, over 2465753.32 frames. utt_duration=1245 frames, utt_pad_proportion=0.05951, over 7931.84 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3218, pruned_loss=0.08354, over 2475311.98 frames. utt_duration=446 frames, utt_pad_proportion=0.07739, over 22272.22 utterances.], batch size: 97, lr: 3.38e-04
2022-08-27 17:21:18,176 INFO [train.py:927] (5/8) Epoch 11, batch 14050, giga_loss[loss=0.2268, simple_loss=0.3126, pruned_loss=0.07053, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04306, over 26.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3189, pruned_loss=0.08152, over 2474577.79 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07402, over 20079.93 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.294, pruned_loss=0.06257, over 2465551.84 frames. utt_duration=1253 frames, utt_pad_proportion=0.05871, over 7881.02 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3224, pruned_loss=0.08371, over 2475405.30 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07387, over 21956.12 utterances.], batch size: 26, lr: 3.38e-04
2022-08-27 17:23:10,639 INFO [train.py:927] (5/8) Epoch 11, batch 14100, giga_loss[loss=0.2315, simple_loss=0.3152, pruned_loss=0.07391, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02548, over 45.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3184, pruned_loss=0.08019, over 2474125.70 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07897, over 20676.46 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2943, pruned_loss=0.06293, over 2465829.69 frames. utt_duration=1246 frames, utt_pad_proportion=0.06122, over 7928.26 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3218, pruned_loss=0.08223, over 2474805.77 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07806, over 22557.88 utterances.], batch size: 45, lr: 3.38e-04
2022-08-27 17:25:03,885 INFO [train.py:927] (5/8) Epoch 11, batch 14150, giga_loss[loss=0.221, simple_loss=0.3114, pruned_loss=0.06529, over 12265.00 frames. utt_duration=1888 frames, utt_pad_proportion=0.04883, over 26.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3188, pruned_loss=0.07987, over 2474254.80 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07841, over 20968.22 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2943, pruned_loss=0.06318, over 2465694.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.06028, over 7886.41 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3221, pruned_loss=0.08168, over 2475108.17 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07814, over 22803.49 utterances.], batch size: 26, lr: 3.38e-04
2022-08-27 17:26:48,924 INFO [train.py:927] (5/8) Epoch 11, batch 14200, giga_loss[loss=0.233, simple_loss=0.3138, pruned_loss=0.07613, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0379, over 123.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3184, pruned_loss=0.08026, over 2473987.37 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07545, over 21244.42 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2941, pruned_loss=0.06318, over 2465608.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.0594, over 7857.47 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3219, pruned_loss=0.08216, over 2474975.65 frames. utt_duration=430 frames, utt_pad_proportion=0.07583, over 23103.48 utterances.], batch size: 123, lr: 3.38e-04
2022-08-27 17:28:35,895 INFO [train.py:927] (5/8) Epoch 11, batch 14250, giga_loss[loss=0.2269, simple_loss=0.3086, pruned_loss=0.07258, over 12378.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03085, over 97.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3158, pruned_loss=0.0791, over 2473211.87 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07187, over 20119.32 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2942, pruned_loss=0.06332, over 2465723.28 frames. utt_duration=1255 frames, utt_pad_proportion=0.05877, over 7868.17 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3189, pruned_loss=0.08077, over 2474027.93 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07275, over 21810.31 utterances.], batch size: 97, lr: 3.38e-04
2022-08-27 17:30:23,827 INFO [train.py:927] (5/8) Epoch 11, batch 14300, libri_loss[loss=0.19, simple_loss=0.2717, pruned_loss=0.05414, over 12277.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006949, over 32.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3145, pruned_loss=0.07741, over 2473330.93 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06662, over 19307.00 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2943, pruned_loss=0.06343, over 2465734.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05753, over 7839.47 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3175, pruned_loss=0.07908, over 2474193.13 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06824, over 21023.55 utterances.], batch size: 32, lr: 3.38e-04
2022-08-27 17:32:11,494 INFO [train.py:927] (5/8) Epoch 11, batch 14350, libri_loss[loss=0.2769, simple_loss=0.3467, pruned_loss=0.1036, over 12376.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.3655, over 122.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3149, pruned_loss=0.07773, over 2473344.46 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06458, over 19062.98 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2947, pruned_loss=0.06374, over 2465454.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.06186, over 7923.58 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3172, pruned_loss=0.079, over 2474386.09 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06441, over 20537.81 utterances.], batch size: 122, lr: 3.38e-04
2022-08-27 17:33:56,512 INFO [train.py:927] (5/8) Epoch 11, batch 14400, giga_loss[loss=0.2567, simple_loss=0.3238, pruned_loss=0.09482, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3147, pruned_loss=0.07865, over 2474091.89 frames. utt_duration=489 frames, utt_pad_proportion=0.07404, over 20299.08 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2951, pruned_loss=0.06431, over 2465980.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.06865, over 8042.49 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3169, pruned_loss=0.07964, over 2474748.88 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07097, over 21793.21 utterances.], batch size: 91, lr: 3.38e-04
2022-08-27 17:35:39,785 INFO [train.py:927] (5/8) Epoch 11, batch 14450, giga_loss[loss=0.2059, simple_loss=0.2819, pruned_loss=0.06497, over 12368.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03141, over 58.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3125, pruned_loss=0.07781, over 2474093.48 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06872, over 19815.68 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2953, pruned_loss=0.06446, over 2465983.70 frames. utt_duration=1233 frames, utt_pad_proportion=0.06709, over 8008.67 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3146, pruned_loss=0.07884, over 2474854.24 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06711, over 21384.27 utterances.], batch size: 58, lr: 3.38e-04
2022-08-27 17:37:25,221 INFO [train.py:927] (5/8) Epoch 11, batch 14500, giga_loss[loss=0.2207, simple_loss=0.3, pruned_loss=0.07066, over 12351.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03263, over 62.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3113, pruned_loss=0.07774, over 2474716.28 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06911, over 19738.66 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2953, pruned_loss=0.06469, over 2466351.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.06564, over 7972.91 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07873, over 2475227.55 frames. utt_duration=465.2 frames, utt_pad_proportion=0.06833, over 21349.01 utterances.], batch size: 62, lr: 3.38e-04
2022-08-27 17:39:12,008 INFO [train.py:927] (5/8) Epoch 11, batch 14550, libri_loss[loss=0.2741, simple_loss=0.3463, pruned_loss=0.1009, over 12355.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.3669, over 122.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3114, pruned_loss=0.07766, over 2473647.68 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07319, over 19682.39 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2955, pruned_loss=0.06487, over 2466234.52 frames. utt_duration=1230 frames, utt_pad_proportion=0.06924, over 8028.88 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07855, over 2474338.01 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07092, over 21177.26 utterances.], batch size: 122, lr: 3.38e-04
2022-08-27 17:40:55,762 INFO [train.py:927] (5/8) Epoch 11, batch 14600, giga_loss[loss=0.2171, simple_loss=0.2957, pruned_loss=0.06921, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04405, over 31.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3116, pruned_loss=0.07731, over 2473186.80 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07523, over 19456.64 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2961, pruned_loss=0.0656, over 2466321.54 frames. utt_duration=1216 frames, utt_pad_proportion=0.07327, over 8120.46 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3131, pruned_loss=0.07781, over 2473895.37 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07184, over 21010.46 utterances.], batch size: 31, lr: 3.38e-04
2022-08-27 17:42:44,164 INFO [train.py:927] (5/8) Epoch 11, batch 14650, giga_loss[loss=0.1879, simple_loss=0.2779, pruned_loss=0.04892, over 12428.00 frames. utt_duration=976.6 frames, utt_pad_proportion=0.02728, over 51.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07759, over 2473300.27 frames. utt_duration=495.6 frames, utt_pad_proportion=0.08027, over 20021.45 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2962, pruned_loss=0.06578, over 2466289.77 frames. utt_duration=1208 frames, utt_pad_proportion=0.07589, over 8177.02 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3136, pruned_loss=0.07815, over 2474086.50 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07645, over 21525.12 utterances.], batch size: 51, lr: 3.38e-04
2022-08-27 17:44:28,951 INFO [train.py:927] (5/8) Epoch 11, batch 14700, libri_loss[loss=0.2557, simple_loss=0.3366, pruned_loss=0.08735, over 12419.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.3218, over 115.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07938, over 2473572.09 frames. utt_duration=493.5 frames, utt_pad_proportion=0.0817, over 20108.29 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2962, pruned_loss=0.06589, over 2466171.60 frames. utt_duration=1203 frames, utt_pad_proportion=0.07742, over 8206.96 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3157, pruned_loss=0.0802, over 2474574.98 frames. utt_duration=457 frames, utt_pad_proportion=0.07793, over 21726.61 utterances.], batch size: 115, lr: 3.38e-04
2022-08-27 17:46:10,410 INFO [train.py:927] (5/8) Epoch 11, batch 14750, giga_loss[loss=0.2183, simple_loss=0.3015, pruned_loss=0.06753, over 12356.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.07975, over 2473477.63 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07594, over 19287.63 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2958, pruned_loss=0.0659, over 2465939.22 frames. utt_duration=1209 frames, utt_pad_proportion=0.07575, over 8167.70 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3158, pruned_loss=0.08097, over 2474782.55 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07381, over 21110.63 utterances.], batch size: 62, lr: 3.38e-04
2022-08-27 17:47:56,680 INFO [train.py:927] (5/8) Epoch 11, batch 14800, giga_loss[loss=0.2728, simple_loss=0.3354, pruned_loss=0.1051, over 12380.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3124, pruned_loss=0.07961, over 2473099.54 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07968, over 19711.29 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.296, pruned_loss=0.06617, over 2465976.07 frames. utt_duration=1201 frames, utt_pad_proportion=0.07856, over 8224.24 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3147, pruned_loss=0.08066, over 2474275.73 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07691, over 21376.96 utterances.], batch size: 212, lr: 3.38e-04
2022-08-27 17:49:41,922 INFO [train.py:927] (5/8) Epoch 11, batch 14850, giga_loss[loss=0.2124, simple_loss=0.302, pruned_loss=0.06137, over 12327.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3119, pruned_loss=0.07834, over 2473836.18 frames. utt_duration=486 frames, utt_pad_proportion=0.07921, over 20422.69 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2959, pruned_loss=0.06613, over 2466006.41 frames. utt_duration=1204 frames, utt_pad_proportion=0.07769, over 8200.00 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.07938, over 2474852.93 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07739, over 21918.12 utterances.], batch size: 70, lr: 3.38e-04
2022-08-27 17:51:30,452 INFO [train.py:927] (5/8) Epoch 11, batch 14900, giga_loss[loss=0.2545, simple_loss=0.3241, pruned_loss=0.09243, over 12396.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07386, over 213.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3104, pruned_loss=0.07818, over 2474188.48 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07479, over 20482.60 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.296, pruned_loss=0.06619, over 2466013.06 frames. utt_duration=1206 frames, utt_pad_proportion=0.07708, over 8189.03 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3121, pruned_loss=0.07904, over 2475054.11 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0738, over 21770.01 utterances.], batch size: 213, lr: 3.38e-04
2022-08-27 17:53:15,523 INFO [train.py:927] (5/8) Epoch 11, batch 14950, giga_loss[loss=0.2659, simple_loss=0.3431, pruned_loss=0.0944, over 12326.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03462, over 51.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3115, pruned_loss=0.07917, over 2474338.94 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07526, over 20729.11 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2956, pruned_loss=0.06608, over 2466121.41 frames. utt_duration=1201 frames, utt_pad_proportion=0.07972, over 8223.85 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3136, pruned_loss=0.0803, over 2475135.89 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07348, over 22067.74 utterances.], batch size: 51, lr: 3.38e-04
2022-08-27 17:55:03,174 INFO [train.py:927] (5/8) Epoch 11, batch 15000, giga_loss[loss=0.2651, simple_loss=0.3451, pruned_loss=0.09252, over 12419.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03558, over 105.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3146, pruned_loss=0.07952, over 2474293.32 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07959, over 21162.35 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2954, pruned_loss=0.06605, over 2465931.31 frames. utt_duration=1205 frames, utt_pad_proportion=0.07851, over 8196.53 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3168, pruned_loss=0.08069, over 2475257.17 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07837, over 22478.28 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:55:03,175 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 17:55:16,634 INFO [train.py:967] (5/8) 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 17:56:59,777 INFO [train.py:927] (5/8) Epoch 11, batch 15050, giga_loss[loss=0.2831, simple_loss=0.3622, pruned_loss=0.102, over 12404.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03635, over 105.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3173, pruned_loss=0.08125, over 2474314.97 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07818, over 21106.66 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2961, pruned_loss=0.0666, over 2466153.28 frames. utt_duration=1199 frames, utt_pad_proportion=0.07754, over 8237.09 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.319, pruned_loss=0.08215, over 2475163.11 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07759, over 22550.04 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:58:45,558 INFO [train.py:927] (5/8) Epoch 11, batch 15100, giga_loss[loss=0.2982, simple_loss=0.346, pruned_loss=0.1252, over 12333.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3179, pruned_loss=0.08186, over 2473910.04 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07664, over 21173.74 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2963, pruned_loss=0.06686, over 2466111.83 frames. utt_duration=1201 frames, utt_pad_proportion=0.07641, over 8225.54 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3196, pruned_loss=0.08268, over 2474806.08 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07658, over 22631.28 utterances.], batch size: 369, lr: 3.38e-04
2022-08-27 18:00:30,851 INFO [train.py:927] (5/8) Epoch 11, batch 15150, giga_loss[loss=0.1814, simple_loss=0.2722, pruned_loss=0.04531, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02683, over 70.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3167, pruned_loss=0.0817, over 2474424.69 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07514, over 21205.89 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2965, pruned_loss=0.06698, over 2466349.12 frames. utt_duration=1203 frames, utt_pad_proportion=0.07551, over 8209.24 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3182, pruned_loss=0.08244, over 2475024.63 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07546, over 22542.67 utterances.], batch size: 70, lr: 3.38e-04
2022-08-27 18:02:14,736 INFO [train.py:927] (5/8) Epoch 11, batch 15200, giga_loss[loss=0.2725, simple_loss=0.3395, pruned_loss=0.1028, over 12365.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06085, over 182.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3165, pruned_loss=0.08175, over 2474173.18 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07199, over 20994.86 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2966, pruned_loss=0.06701, over 2465957.34 frames. utt_duration=1208 frames, utt_pad_proportion=0.07454, over 8173.40 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3179, pruned_loss=0.08256, over 2475132.45 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07274, over 22316.25 utterances.], batch size: 182, lr: 3.38e-04
2022-08-27 18:04:02,222 INFO [train.py:927] (5/8) Epoch 11, batch 15250, giga_loss[loss=0.2173, simple_loss=0.2908, pruned_loss=0.07194, over 12379.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02829, over 85.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3164, pruned_loss=0.08237, over 2475154.60 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06921, over 20809.49 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.297, pruned_loss=0.06728, over 2466175.08 frames. utt_duration=1200 frames, utt_pad_proportion=0.07768, over 8232.54 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3174, pruned_loss=0.08298, over 2475844.87 frames. utt_duration=452.2 frames, utt_pad_proportion=0.06898, over 21969.73 utterances.], batch size: 85, lr: 3.38e-04
2022-08-27 18:05:46,905 INFO [train.py:927] (5/8) Epoch 11, batch 15300, giga_loss[loss=0.2216, simple_loss=0.3023, pruned_loss=0.07044, over 12442.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03539, over 105.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3148, pruned_loss=0.08139, over 2474502.89 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06755, over 20438.88 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2971, pruned_loss=0.06742, over 2465947.43 frames. utt_duration=1202 frames, utt_pad_proportion=0.07677, over 8219.09 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3158, pruned_loss=0.08195, over 2475396.85 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06774, over 21543.20 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 18:07:30,820 INFO [train.py:927] (5/8) Epoch 11, batch 15350, giga_loss[loss=0.2415, simple_loss=0.3167, pruned_loss=0.08314, over 12413.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03526, over 113.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.317, pruned_loss=0.08289, over 2474069.12 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0798, over 22077.05 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2974, pruned_loss=0.06759, over 2465907.58 frames. utt_duration=1194 frames, utt_pad_proportion=0.07889, over 8267.98 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.318, pruned_loss=0.0836, over 2475064.81 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07881, over 23295.44 utterances.], batch size: 113, lr: 3.38e-04
2022-08-27 18:09:11,006 INFO [train.py:927] (5/8) Epoch 11, batch 15400, giga_loss[loss=0.2207, simple_loss=0.3296, pruned_loss=0.05589, over 12340.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03462, over 62.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08273, over 2473106.71 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07893, over 21108.69 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2981, pruned_loss=0.06818, over 2465621.93 frames. utt_duration=1188 frames, utt_pad_proportion=0.0809, over 8308.89 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3189, pruned_loss=0.08351, over 2474571.13 frames. utt_duration=437 frames, utt_pad_proportion=0.07741, over 22728.27 utterances.], batch size: 62, lr: 3.38e-04
2022-08-27 18:10:52,069 INFO [train.py:927] (5/8) Epoch 11, batch 15450, giga_loss[loss=0.3012, simple_loss=0.3476, pruned_loss=0.1273, over 12334.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2067, over 370.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3187, pruned_loss=0.08113, over 2473000.90 frames. utt_duration=483 frames, utt_pad_proportion=0.07648, over 20542.10 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.298, pruned_loss=0.06834, over 2465452.51 frames. utt_duration=1183 frames, utt_pad_proportion=0.08372, over 8347.95 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3203, pruned_loss=0.08198, over 2474529.87 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07447, over 22142.90 utterances.], batch size: 370, lr: 3.37e-04
2022-08-27 18:12:33,769 INFO [train.py:927] (5/8) Epoch 11, batch 15500, giga_loss[loss=0.2768, simple_loss=0.352, pruned_loss=0.1008, over 12429.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.03137, over 55.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3205, pruned_loss=0.0822, over 2473223.28 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07403, over 20186.44 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2974, pruned_loss=0.06817, over 2465729.25 frames. utt_duration=1190 frames, utt_pad_proportion=0.08191, over 8295.13 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3229, pruned_loss=0.08341, over 2474372.78 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07311, over 21846.28 utterances.], batch size: 55, lr: 3.37e-04
2022-08-27 18:14:18,512 INFO [train.py:927] (5/8) Epoch 11, batch 15550, giga_loss[loss=0.2123, simple_loss=0.2938, pruned_loss=0.06542, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02858, over 66.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3209, pruned_loss=0.08317, over 2472795.81 frames. utt_duration=481 frames, utt_pad_proportion=0.07578, over 20629.30 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2973, pruned_loss=0.0682, over 2465394.70 frames. utt_duration=1194 frames, utt_pad_proportion=0.08101, over 8268.82 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3232, pruned_loss=0.08429, over 2474090.48 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07523, over 22122.80 utterances.], batch size: 66, lr: 3.37e-04
2022-08-27 18:15:58,459 INFO [train.py:927] (5/8) Epoch 11, batch 15600, giga_loss[loss=0.2441, simple_loss=0.3265, pruned_loss=0.0809, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3206, pruned_loss=0.08301, over 2473751.85 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08186, over 21665.86 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2977, pruned_loss=0.06856, over 2465874.44 frames. utt_duration=1193 frames, utt_pad_proportion=0.08017, over 8278.25 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3228, pruned_loss=0.084, over 2474571.11 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08134, over 23213.47 utterances.], batch size: 113, lr: 3.37e-04
2022-08-27 18:17:45,109 INFO [train.py:927] (5/8) Epoch 11, batch 15650, libri_loss[loss=0.2136, simple_loss=0.3011, pruned_loss=0.06305, over 12305.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.06525, over 51.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3197, pruned_loss=0.08122, over 2473856.78 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07767, over 20692.40 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2974, pruned_loss=0.06837, over 2465794.41 frames. utt_duration=1198 frames, utt_pad_proportion=0.07832, over 8240.29 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3223, pruned_loss=0.0826, over 2474835.83 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07809, over 22365.97 utterances.], batch size: 51, lr: 3.37e-04
2022-08-27 18:19:27,984 INFO [train.py:927] (5/8) Epoch 11, batch 15700, giga_loss[loss=0.2311, simple_loss=0.3135, pruned_loss=0.07431, over 12391.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04058, over 133.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3199, pruned_loss=0.08108, over 2473801.22 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07297, over 19953.06 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2972, pruned_loss=0.06828, over 2465526.13 frames. utt_duration=1201 frames, utt_pad_proportion=0.07777, over 8220.94 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3224, pruned_loss=0.08234, over 2474859.45 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0738, over 21386.71 utterances.], batch size: 133, lr: 3.37e-04
2022-08-27 18:21:11,649 INFO [train.py:927] (5/8) Epoch 11, batch 15750, giga_loss[loss=0.2453, simple_loss=0.3142, pruned_loss=0.08817, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0311, over 40.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3186, pruned_loss=0.08119, over 2473854.47 frames. utt_duration=492.1 frames, utt_pad_proportion=0.0733, over 20169.90 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2967, pruned_loss=0.06806, over 2465506.28 frames. utt_duration=1206 frames, utt_pad_proportion=0.07637, over 8186.65 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3215, pruned_loss=0.0827, over 2474910.59 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07438, over 21608.05 utterances.], batch size: 40, lr: 3.37e-04
2022-08-27 18:22:54,261 INFO [train.py:927] (5/8) Epoch 11, batch 15800, giga_loss[loss=0.2109, simple_loss=0.2954, pruned_loss=0.0632, over 12414.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03396, over 75.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3181, pruned_loss=0.08201, over 2474075.08 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07553, over 20885.41 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2972, pruned_loss=0.06823, over 2465557.81 frames. utt_duration=1197 frames, utt_pad_proportion=0.07962, over 8247.50 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3205, pruned_loss=0.08337, over 2475066.61 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07526, over 22259.05 utterances.], batch size: 75, lr: 3.37e-04
2022-08-27 18:24:32,571 INFO [train.py:927] (5/8) Epoch 11, batch 15850, libri_loss[loss=0.2406, simple_loss=0.3237, pruned_loss=0.07877, over 12357.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03934, over 46.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.08155, over 2473628.88 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07474, over 20914.35 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2974, pruned_loss=0.06829, over 2465040.68 frames. utt_duration=1200 frames, utt_pad_proportion=0.0782, over 8229.42 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3188, pruned_loss=0.08297, over 2475119.59 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07502, over 22381.96 utterances.], batch size: 46, lr: 3.37e-04
2022-08-27 18:26:12,371 INFO [train.py:927] (5/8) Epoch 11, batch 15900, giga_loss[loss=0.2185, simple_loss=0.306, pruned_loss=0.06552, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03316, over 85.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3147, pruned_loss=0.07921, over 2474242.77 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0742, over 21185.17 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2979, pruned_loss=0.06848, over 2465314.65 frames. utt_duration=1198 frames, utt_pad_proportion=0.07791, over 8245.11 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3163, pruned_loss=0.08026, over 2475243.84 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07454, over 22444.00 utterances.], batch size: 85, lr: 3.37e-04
2022-08-27 18:27:58,582 INFO [train.py:927] (5/8) Epoch 11, batch 15950, giga_loss[loss=0.2729, simple_loss=0.3359, pruned_loss=0.105, over 12359.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1899, over 363.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3124, pruned_loss=0.07826, over 2474312.84 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07581, over 21607.76 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2973, pruned_loss=0.06839, over 2465409.76 frames. utt_duration=1204 frames, utt_pad_proportion=0.07623, over 8198.25 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3146, pruned_loss=0.07946, over 2475292.56 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07645, over 23014.36 utterances.], batch size: 363, lr: 3.37e-04
2022-08-27 18:29:42,093 INFO [train.py:927] (5/8) Epoch 11, batch 16000, giga_loss[loss=0.2715, simple_loss=0.3362, pruned_loss=0.1034, over 12416.00 frames. utt_duration=233.5 frames, utt_pad_proportion=0.08065, over 214.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.311, pruned_loss=0.07783, over 2474157.58 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07355, over 21182.81 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2968, pruned_loss=0.06815, over 2465430.95 frames. utt_duration=1208 frames, utt_pad_proportion=0.07456, over 8170.75 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.07928, over 2475145.63 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07477, over 22702.55 utterances.], batch size: 214, lr: 3.37e-04
2022-08-27 18:31:22,750 INFO [train.py:927] (5/8) Epoch 11, batch 16050, giga_loss[loss=0.2189, simple_loss=0.3051, pruned_loss=0.06634, over 12427.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03309, over 75.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3122, pruned_loss=0.07809, over 2473434.74 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07156, over 21187.71 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2967, pruned_loss=0.06824, over 2465030.79 frames. utt_duration=1215 frames, utt_pad_proportion=0.07325, over 8127.89 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3147, pruned_loss=0.07935, over 2474755.35 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07303, over 22719.47 utterances.], batch size: 75, lr: 3.37e-04
2022-08-27 18:33:05,689 INFO [train.py:927] (5/8) Epoch 11, batch 16100, giga_loss[loss=0.2336, simple_loss=0.3085, pruned_loss=0.07937, over 12423.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03753, over 86.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07831, over 2473617.86 frames. utt_duration=473 frames, utt_pad_proportion=0.07089, over 20985.70 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.297, pruned_loss=0.06838, over 2465190.94 frames. utt_duration=1212 frames, utt_pad_proportion=0.07279, over 8143.39 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3142, pruned_loss=0.07937, over 2474668.88 frames. utt_duration=443 frames, utt_pad_proportion=0.07224, over 22421.35 utterances.], batch size: 86, lr: 3.37e-04
2022-08-27 18:34:58,568 INFO [train.py:927] (5/8) Epoch 11, batch 16150, libri_loss[loss=0.1921, simple_loss=0.2853, pruned_loss=0.0494, over 12195.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.00558, over 33.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07856, over 2472879.84 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07124, over 20830.25 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2969, pruned_loss=0.06798, over 2464836.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.07132, over 8075.44 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3153, pruned_loss=0.08011, over 2474343.73 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07281, over 22465.09 utterances.], batch size: 33, lr: 3.37e-04
2022-08-27 18:36:44,853 INFO [train.py:927] (5/8) Epoch 11, batch 16200, giga_loss[loss=0.2145, simple_loss=0.2998, pruned_loss=0.06462, over 12403.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3143, pruned_loss=0.07917, over 2473128.68 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06845, over 20676.44 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2968, pruned_loss=0.068, over 2465087.82 frames. utt_duration=1225 frames, utt_pad_proportion=0.07004, over 8060.83 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3166, pruned_loss=0.08063, over 2474254.90 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07031, over 22280.94 utterances.], batch size: 91, lr: 3.37e-04
2022-08-27 18:38:35,535 INFO [train.py:927] (5/8) Epoch 11, batch 16250, giga_loss[loss=0.2141, simple_loss=0.304, pruned_loss=0.06204, over 12352.00 frames. utt_duration=970 frames, utt_pad_proportion=0.0319, over 51.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3139, pruned_loss=0.07823, over 2473031.05 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06497, over 20525.29 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2966, pruned_loss=0.06798, over 2464991.46 frames. utt_duration=1224 frames, utt_pad_proportion=0.07029, over 8065.07 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3161, pruned_loss=0.07954, over 2474108.45 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06655, over 21952.64 utterances.], batch size: 51, lr: 3.37e-04
2022-08-27 18:40:20,175 INFO [train.py:927] (5/8) Epoch 11, batch 16300, giga_loss[loss=0.2176, simple_loss=0.3021, pruned_loss=0.06656, over 12372.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3133, pruned_loss=0.0778, over 2473350.28 frames. utt_duration=490.7 frames, utt_pad_proportion=0.0663, over 20221.07 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2958, pruned_loss=0.06768, over 2465165.94 frames. utt_duration=1231 frames, utt_pad_proportion=0.06887, over 8019.82 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3162, pruned_loss=0.07937, over 2474272.00 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06798, over 21740.70 utterances.], batch size: 122, lr: 3.37e-04
2022-08-27 18:42:07,923 INFO [train.py:927] (5/8) Epoch 11, batch 16350, giga_loss[loss=0.2462, simple_loss=0.3146, pruned_loss=0.08896, over 12400.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05825, over 182.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3121, pruned_loss=0.07751, over 2473420.61 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07056, over 20231.67 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2959, pruned_loss=0.06775, over 2465196.10 frames. utt_duration=1220 frames, utt_pad_proportion=0.07153, over 8089.19 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3147, pruned_loss=0.07892, over 2474308.74 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07069, over 21652.21 utterances.], batch size: 182, lr: 3.37e-04
2022-08-27 18:43:51,619 INFO [train.py:927] (5/8) Epoch 11, batch 16400, giga_loss[loss=0.2215, simple_loss=0.2975, pruned_loss=0.07273, over 12270.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02746, over 54.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3119, pruned_loss=0.07811, over 2474113.45 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07219, over 20477.06 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2964, pruned_loss=0.06821, over 2465273.01 frames. utt_duration=1214 frames, utt_pad_proportion=0.07355, over 8135.43 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.314, pruned_loss=0.07915, over 2475026.68 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07157, over 21955.46 utterances.], batch size: 54, lr: 3.37e-04
2022-08-27 18:45:38,400 INFO [train.py:927] (5/8) Epoch 11, batch 16450, giga_loss[loss=0.2321, simple_loss=0.3117, pruned_loss=0.0763, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03184, over 80.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.312, pruned_loss=0.07859, over 2474607.48 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07297, over 20864.93 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2963, pruned_loss=0.06811, over 2465538.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07267, over 8121.47 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3139, pruned_loss=0.07964, over 2475222.54 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07274, over 22209.86 utterances.], batch size: 80, lr: 3.37e-04
2022-08-27 18:47:23,084 INFO [train.py:927] (5/8) Epoch 11, batch 16500, giga_loss[loss=0.2248, simple_loss=0.3181, pruned_loss=0.06573, over 12368.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03112, over 62.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3133, pruned_loss=0.07969, over 2474927.13 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07232, over 21095.65 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2962, pruned_loss=0.06801, over 2465496.21 frames. utt_duration=1222 frames, utt_pad_proportion=0.07138, over 8079.85 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3153, pruned_loss=0.08087, over 2475660.87 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0726, over 22497.82 utterances.], batch size: 62, lr: 3.37e-04
2022-08-27 18:49:08,043 INFO [train.py:927] (5/8) Epoch 11, batch 16550, giga_loss[loss=0.2373, simple_loss=0.3095, pruned_loss=0.0825, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02912, over 55.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3138, pruned_loss=0.08089, over 2474920.38 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07758, over 21508.77 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2961, pruned_loss=0.06806, over 2465660.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.06976, over 8048.85 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.316, pruned_loss=0.08212, over 2475608.35 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07806, over 23013.27 utterances.], batch size: 55, lr: 3.37e-04
2022-08-27 18:50:52,454 INFO [train.py:927] (5/8) Epoch 11, batch 16600, giga_loss[loss=0.2618, simple_loss=0.3336, pruned_loss=0.09499, over 12369.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03554, over 80.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3133, pruned_loss=0.081, over 2475038.88 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08123, over 21673.54 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2962, pruned_loss=0.06821, over 2465829.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.07333, over 8102.77 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3153, pruned_loss=0.0821, over 2475589.84 frames. utt_duration=430.6 frames, utt_pad_proportion=0.0804, over 23073.22 utterances.], batch size: 80, lr: 3.37e-04
2022-08-27 18:52:38,428 INFO [train.py:927] (5/8) Epoch 11, batch 16650, giga_loss[loss=0.2459, simple_loss=0.3287, pruned_loss=0.0816, over 12432.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03093, over 80.00 utterances.], tot_loss[loss=0.239, simple_loss=0.315, pruned_loss=0.08147, over 2475348.86 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07822, over 21486.73 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2965, pruned_loss=0.06839, over 2466102.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.07165, over 8074.99 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3168, pruned_loss=0.08253, over 2475791.33 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07834, over 23011.20 utterances.], batch size: 80, lr: 3.37e-04
2022-08-27 18:54:20,690 INFO [train.py:927] (5/8) Epoch 11, batch 16700, libri_loss[loss=0.1919, simple_loss=0.2619, pruned_loss=0.06093, over 12223.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009233, over 29.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3149, pruned_loss=0.08198, over 2474887.53 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07527, over 20445.76 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2958, pruned_loss=0.06817, over 2465562.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.07008, over 8022.12 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3178, pruned_loss=0.08355, over 2476122.81 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07616, over 22212.98 utterances.], batch size: 29, lr: 3.37e-04
2022-08-27 18:56:01,955 INFO [train.py:927] (5/8) Epoch 11, batch 16750, giga_loss[loss=0.2615, simple_loss=0.3381, pruned_loss=0.09247, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.239, simple_loss=0.315, pruned_loss=0.08153, over 2475295.81 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06923, over 19671.77 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2956, pruned_loss=0.0682, over 2465967.79 frames. utt_duration=1229 frames, utt_pad_proportion=0.07124, over 8038.19 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08342, over 2476374.10 frames. utt_duration=459 frames, utt_pad_proportion=0.07014, over 21649.98 utterances.], batch size: 146, lr: 3.37e-04
2022-08-27 18:57:46,030 INFO [train.py:927] (5/8) Epoch 11, batch 16800, giga_loss[loss=0.2365, simple_loss=0.3202, pruned_loss=0.07644, over 12368.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02845, over 70.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.0807, over 2475617.77 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06859, over 19373.96 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2956, pruned_loss=0.06826, over 2466015.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.07016, over 8040.32 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3181, pruned_loss=0.08258, over 2476753.34 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06976, over 21338.91 utterances.], batch size: 70, lr: 3.37e-04
2022-08-27 18:59:29,358 INFO [train.py:927] (5/8) Epoch 11, batch 16850, giga_loss[loss=0.24, simple_loss=0.3238, pruned_loss=0.07805, over 12399.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3137, pruned_loss=0.08027, over 2475589.06 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06639, over 19410.80 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2952, pruned_loss=0.06827, over 2465972.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06904, over 7997.70 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08202, over 2476735.24 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06787, over 21254.80 utterances.], batch size: 146, lr: 3.37e-04
2022-08-27 19:01:13,304 INFO [train.py:927] (5/8) Epoch 11, batch 16900, giga_loss[loss=0.2268, simple_loss=0.3165, pruned_loss=0.06853, over 12431.00 frames. utt_duration=905.5 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3141, pruned_loss=0.07989, over 2474578.51 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06652, over 18966.89 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2953, pruned_loss=0.06816, over 2465937.45 frames. utt_duration=1239 frames, utt_pad_proportion=0.06775, over 7973.07 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3172, pruned_loss=0.08166, over 2475720.90 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06815, over 20711.55 utterances.], batch size: 55, lr: 3.37e-04
2022-08-27 19:02:57,789 INFO [train.py:927] (5/8) Epoch 11, batch 16950, libri_loss[loss=0.2326, simple_loss=0.3107, pruned_loss=0.07725, over 12385.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.1414, over 66.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3143, pruned_loss=0.08097, over 2473545.05 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06982, over 19021.04 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2954, pruned_loss=0.06823, over 2466019.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.06655, over 7965.00 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3174, pruned_loss=0.08278, over 2474651.69 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07125, over 20843.85 utterances.], batch size: 66, lr: 3.37e-04
2022-08-27 19:04:42,246 INFO [train.py:927] (5/8) Epoch 11, batch 17000, giga_loss[loss=0.2886, simple_loss=0.3397, pruned_loss=0.1187, over 12348.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3151, pruned_loss=0.08166, over 2473907.73 frames. utt_duration=503 frames, utt_pad_proportion=0.07876, over 19730.02 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2952, pruned_loss=0.06826, over 2466124.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.06932, over 8022.42 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3181, pruned_loss=0.08335, over 2474844.89 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07839, over 21373.86 utterances.], batch size: 371, lr: 3.37e-04
2022-08-27 19:06:28,258 INFO [train.py:927] (5/8) Epoch 11, batch 17050, giga_loss[loss=0.2466, simple_loss=0.3217, pruned_loss=0.08573, over 12420.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02297, over 48.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3156, pruned_loss=0.082, over 2474464.90 frames. utt_duration=501.2 frames, utt_pad_proportion=0.0802, over 19808.47 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2952, pruned_loss=0.06812, over 2466234.89 frames. utt_duration=1236 frames, utt_pad_proportion=0.06771, over 7989.17 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08385, over 2475341.99 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08046, over 21478.33 utterances.], batch size: 48, lr: 3.37e-04
2022-08-27 19:08:07,045 INFO [train.py:927] (5/8) Epoch 11, batch 17100, giga_loss[loss=0.2205, simple_loss=0.2985, pruned_loss=0.07121, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02862, over 45.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.315, pruned_loss=0.08094, over 2473391.20 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07566, over 19586.28 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2952, pruned_loss=0.06802, over 2465592.78 frames. utt_duration=1242 frames, utt_pad_proportion=0.06592, over 7950.31 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3179, pruned_loss=0.08293, over 2474924.40 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07692, over 21342.26 utterances.], batch size: 45, lr: 3.36e-04
2022-08-27 19:09:48,535 INFO [train.py:927] (5/8) Epoch 11, batch 17150, libri_loss[loss=0.1813, simple_loss=0.2548, pruned_loss=0.05387, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01015, over 28.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3149, pruned_loss=0.08142, over 2473912.99 frames. utt_duration=477.8 frames, utt_pad_proportion=0.08085, over 20777.49 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06787, over 2465462.47 frames. utt_duration=1248 frames, utt_pad_proportion=0.06493, over 7911.93 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08343, over 2475434.19 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08184, over 22485.58 utterances.], batch size: 28, lr: 3.36e-04
2022-08-27 19:11:30,506 INFO [train.py:927] (5/8) Epoch 11, batch 17200, giga_loss[loss=0.2088, simple_loss=0.2845, pruned_loss=0.06655, over 12078.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03951, over 30.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3131, pruned_loss=0.08051, over 2474329.99 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07838, over 20566.82 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2948, pruned_loss=0.06787, over 2465530.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.06417, over 7901.27 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08228, over 2475587.96 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07964, over 22089.65 utterances.], batch size: 30, lr: 3.36e-04
2022-08-27 19:13:14,463 INFO [train.py:927] (5/8) Epoch 11, batch 17250, giga_loss[loss=0.239, simple_loss=0.308, pruned_loss=0.08495, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02852, over 55.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3111, pruned_loss=0.07977, over 2474619.88 frames. utt_duration=483 frames, utt_pad_proportion=0.07759, over 20556.35 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2948, pruned_loss=0.06801, over 2465438.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.06283, over 7884.44 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3138, pruned_loss=0.08137, over 2475932.55 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07918, over 22119.77 utterances.], batch size: 55, lr: 3.36e-04
2022-08-27 19:14:58,469 INFO [train.py:927] (5/8) Epoch 11, batch 17300, giga_loss[loss=0.2096, simple_loss=0.2871, pruned_loss=0.06608, over 12210.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03271, over 42.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3116, pruned_loss=0.08038, over 2474668.92 frames. utt_duration=475 frames, utt_pad_proportion=0.07636, over 20903.59 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2953, pruned_loss=0.06823, over 2465584.12 frames. utt_duration=1251 frames, utt_pad_proportion=0.06189, over 7894.19 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3136, pruned_loss=0.08173, over 2475774.63 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07812, over 22432.32 utterances.], batch size: 42, lr: 3.36e-04
2022-08-27 19:16:42,347 INFO [train.py:927] (5/8) Epoch 11, batch 17350, giga_loss[loss=0.1893, simple_loss=0.2792, pruned_loss=0.04973, over 12389.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02522, over 66.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3107, pruned_loss=0.07798, over 2475054.98 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07787, over 22225.85 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2955, pruned_loss=0.06844, over 2465562.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.06044, over 7870.68 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3126, pruned_loss=0.0792, over 2476190.09 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07964, over 23813.88 utterances.], batch size: 66, lr: 3.36e-04
2022-08-27 19:18:24,615 INFO [train.py:927] (5/8) Epoch 11, batch 17400, giga_loss[loss=0.1883, simple_loss=0.2825, pruned_loss=0.04703, over 12371.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03126, over 51.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3088, pruned_loss=0.07496, over 2475304.02 frames. utt_duration=431.3 frames, utt_pad_proportion=0.0771, over 23033.82 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2958, pruned_loss=0.06857, over 2465586.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.06067, over 7895.67 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.0759, over 2476293.70 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07851, over 24465.28 utterances.], batch size: 51, lr: 3.36e-04
2022-08-27 19:20:04,482 INFO [train.py:927] (5/8) Epoch 11, batch 17450, giga_loss[loss=0.1841, simple_loss=0.2852, pruned_loss=0.04145, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03708, over 113.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3066, pruned_loss=0.07078, over 2475378.44 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07058, over 22643.18 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.296, pruned_loss=0.06869, over 2465742.44 frames. utt_duration=1253 frames, utt_pad_proportion=0.05998, over 7883.26 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3078, pruned_loss=0.0715, over 2476145.39 frames. utt_duration=414.4 frames, utt_pad_proportion=0.0723, over 23983.24 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 19:21:47,571 INFO [train.py:927] (5/8) Epoch 11, batch 17500, giga_loss[loss=0.2082, simple_loss=0.2957, pruned_loss=0.0604, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03205, over 80.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3074, pruned_loss=0.0703, over 2475865.19 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0687, over 22849.12 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2963, pruned_loss=0.06884, over 2465950.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.06331, over 7953.68 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3082, pruned_loss=0.07077, over 2476454.13 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06927, over 24097.53 utterances.], batch size: 80, lr: 3.36e-04
2022-08-27 19:23:27,650 INFO [train.py:927] (5/8) Epoch 11, batch 17550, giga_loss[loss=0.2156, simple_loss=0.2902, pruned_loss=0.07052, over 12326.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1924, over 363.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3042, pruned_loss=0.06805, over 2476207.78 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07055, over 23976.67 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.296, pruned_loss=0.06869, over 2465976.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06284, over 7947.52 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3053, pruned_loss=0.06855, over 2476802.99 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07105, over 25183.40 utterances.], batch size: 363, lr: 3.36e-04
2022-08-27 19:25:10,952 INFO [train.py:927] (5/8) Epoch 11, batch 17600, giga_loss[loss=0.1912, simple_loss=0.2864, pruned_loss=0.048, over 12378.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3033, pruned_loss=0.06657, over 2476259.68 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06868, over 24333.76 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2961, pruned_loss=0.06861, over 2466069.91 frames. utt_duration=1245 frames, utt_pad_proportion=0.06236, over 7935.07 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3041, pruned_loss=0.06703, over 2476743.09 frames. utt_duration=390.9 frames, utt_pad_proportion=0.0693, over 25439.04 utterances.], batch size: 161, lr: 3.36e-04
2022-08-27 19:26:50,305 INFO [train.py:927] (5/8) Epoch 11, batch 17650, giga_loss[loss=0.1921, simple_loss=0.2828, pruned_loss=0.05073, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02585, over 66.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3008, pruned_loss=0.06432, over 2475448.74 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06674, over 23666.16 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2962, pruned_loss=0.06848, over 2465495.60 frames. utt_duration=1246 frames, utt_pad_proportion=0.06156, over 7927.04 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3015, pruned_loss=0.06473, over 2476633.52 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06758, over 24991.00 utterances.], batch size: 66, lr: 3.36e-04
2022-08-27 19:28:34,209 INFO [train.py:927] (5/8) Epoch 11, batch 17700, giga_loss[loss=0.218, simple_loss=0.2935, pruned_loss=0.07127, over 12373.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2014, over 368.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2976, pruned_loss=0.06299, over 2476097.79 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06849, over 23795.80 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2963, pruned_loss=0.06873, over 2465830.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.06042, over 7905.53 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2982, pruned_loss=0.06298, over 2477015.35 frames. utt_duration=393.5 frames, utt_pad_proportion=0.0694, over 25274.91 utterances.], batch size: 368, lr: 3.36e-04
2022-08-27 19:30:19,882 INFO [train.py:927] (5/8) Epoch 11, batch 17750, giga_loss[loss=0.2222, simple_loss=0.3044, pruned_loss=0.06995, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04608, over 146.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2973, pruned_loss=0.06314, over 2476859.42 frames. utt_duration=420.2 frames, utt_pad_proportion=0.06739, over 23661.17 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.297, pruned_loss=0.06921, over 2466166.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.06352, over 7973.26 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2972, pruned_loss=0.06255, over 2477588.27 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06736, over 25218.36 utterances.], batch size: 146, lr: 3.36e-04
2022-08-27 19:32:14,946 INFO [train.py:927] (5/8) Epoch 11, batch 17800, giga_loss[loss=0.182, simple_loss=0.2754, pruned_loss=0.04432, over 12341.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03394, over 51.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2977, pruned_loss=0.06249, over 2476026.04 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06662, over 23780.79 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2966, pruned_loss=0.06899, over 2465975.95 frames. utt_duration=1244 frames, utt_pad_proportion=0.06193, over 7939.44 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.298, pruned_loss=0.06203, over 2477149.88 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06713, over 25581.40 utterances.], batch size: 51, lr: 3.36e-04
2022-08-27 19:34:18,080 INFO [train.py:927] (5/8) Epoch 11, batch 17850, giga_loss[loss=0.1692, simple_loss=0.2646, pruned_loss=0.03687, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04581, over 31.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2966, pruned_loss=0.0621, over 2476479.05 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06818, over 23739.77 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2968, pruned_loss=0.06937, over 2466021.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06594, over 8018.98 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2966, pruned_loss=0.06118, over 2477664.04 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06745, over 25620.77 utterances.], batch size: 31, lr: 3.36e-04
2022-08-27 19:36:13,753 INFO [train.py:927] (5/8) Epoch 11, batch 17900, giga_loss[loss=0.1953, simple_loss=0.2817, pruned_loss=0.05443, over 12351.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03077, over 85.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2951, pruned_loss=0.06092, over 2477109.28 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06921, over 24331.68 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.297, pruned_loss=0.06944, over 2466358.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.06517, over 8030.39 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.295, pruned_loss=0.05984, over 2478141.08 frames. utt_duration=377.1 frames, utt_pad_proportion=0.06875, over 26378.26 utterances.], batch size: 85, lr: 3.36e-04
2022-08-27 19:38:21,369 INFO [train.py:927] (5/8) Epoch 11, batch 17950, giga_loss[loss=0.192, simple_loss=0.2739, pruned_loss=0.05505, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02622, over 45.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2913, pruned_loss=0.05898, over 2477003.97 frames. utt_duration=423 frames, utt_pad_proportion=0.06684, over 23494.02 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2964, pruned_loss=0.06915, over 2466449.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.06439, over 8004.20 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2916, pruned_loss=0.05808, over 2478094.60 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06689, over 25666.14 utterances.], batch size: 45, lr: 3.36e-04
2022-08-27 19:40:15,353 INFO [train.py:927] (5/8) Epoch 11, batch 18000, giga_loss[loss=0.2165, simple_loss=0.3094, pruned_loss=0.06178, over 12423.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2906, pruned_loss=0.05854, over 2477629.47 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06514, over 23371.99 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2966, pruned_loss=0.06936, over 2466530.15 frames. utt_duration=1224 frames, utt_pad_proportion=0.06765, over 8067.46 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2907, pruned_loss=0.05747, over 2478615.22 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06444, over 25301.34 utterances.], batch size: 161, lr: 3.36e-04
2022-08-27 19:40:15,354 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 19:40:29,123 INFO [train.py:967] (5/8) 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 19:42:34,978 INFO [train.py:927] (5/8) Epoch 11, batch 18050, giga_loss[loss=0.1877, simple_loss=0.2792, pruned_loss=0.04813, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03751, over 113.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2924, pruned_loss=0.059, over 2478075.96 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06827, over 23813.56 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2969, pruned_loss=0.06974, over 2466833.51 frames. utt_duration=1218 frames, utt_pad_proportion=0.07033, over 8112.27 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.05751, over 2478895.23 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06676, over 25750.21 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 19:44:41,496 INFO [train.py:927] (5/8) Epoch 11, batch 18100, giga_loss[loss=0.2306, simple_loss=0.3106, pruned_loss=0.07525, over 12429.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06867, over 212.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2919, pruned_loss=0.05853, over 2477678.07 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06652, over 24317.11 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.297, pruned_loss=0.06955, over 2466674.13 frames. utt_duration=1221 frames, utt_pad_proportion=0.06966, over 8088.67 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2914, pruned_loss=0.05738, over 2478628.41 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06562, over 26079.31 utterances.], batch size: 212, lr: 3.36e-04
2022-08-27 19:46:47,852 INFO [train.py:927] (5/8) Epoch 11, batch 18150, giga_loss[loss=0.1913, simple_loss=0.2979, pruned_loss=0.04232, over 12458.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2939, pruned_loss=0.05725, over 2478841.45 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06597, over 24998.99 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.297, pruned_loss=0.06955, over 2466674.13 frames. utt_duration=1221 frames, utt_pad_proportion=0.06966, over 8088.67 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2935, pruned_loss=0.05635, over 2479581.11 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06531, over 26370.54 utterances.], batch size: 75, lr: 3.36e-04
2022-08-27 19:48:52,879 INFO [train.py:927] (5/8) Epoch 11, batch 18200, giga_loss[loss=0.2032, simple_loss=0.3051, pruned_loss=0.0506, over 12395.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.03452, over 105.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2945, pruned_loss=0.0566, over 2478542.16 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06717, over 25414.93 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2971, pruned_loss=0.06948, over 2466587.76 frames. utt_duration=1223 frames, utt_pad_proportion=0.06889, over 8079.34 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2941, pruned_loss=0.0558, over 2479348.48 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06678, over 26715.09 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 19:50:58,589 INFO [train.py:927] (5/8) Epoch 11, batch 18250, giga_loss[loss=0.1976, simple_loss=0.2723, pruned_loss=0.06143, over 12388.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1647, over 352.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2942, pruned_loss=0.05679, over 2478064.68 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06514, over 24373.09 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2973, pruned_loss=0.06969, over 2466663.06 frames. utt_duration=1222 frames, utt_pad_proportion=0.06828, over 8084.23 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2936, pruned_loss=0.05567, over 2478893.49 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06506, over 25779.12 utterances.], batch size: 352, lr: 3.36e-04
2022-08-27 19:53:25,187 INFO [train.py:927] (5/8) Epoch 11, batch 18300, giga_loss[loss=0.1917, simple_loss=0.291, pruned_loss=0.04625, over 12413.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2948, pruned_loss=0.05761, over 2478847.30 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06467, over 24219.23 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2975, pruned_loss=0.06967, over 2466986.49 frames. utt_duration=1218 frames, utt_pad_proportion=0.06775, over 8114.55 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2941, pruned_loss=0.0564, over 2479531.64 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06474, over 25758.74 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:55:31,231 INFO [train.py:927] (5/8) Epoch 11, batch 18350, giga_loss[loss=0.1797, simple_loss=0.2698, pruned_loss=0.0448, over 12268.00 frames. utt_duration=963.4 frames, utt_pad_proportion=0.03665, over 51.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2919, pruned_loss=0.05664, over 2478606.09 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06198, over 23306.62 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2975, pruned_loss=0.06971, over 2466943.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.07002, over 8156.05 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2912, pruned_loss=0.05535, over 2479461.56 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06138, over 24851.69 utterances.], batch size: 51, lr: 3.36e-04
2022-08-27 19:57:37,611 INFO [train.py:927] (5/8) Epoch 11, batch 18400, giga_loss[loss=0.248, simple_loss=0.3325, pruned_loss=0.08173, over 12357.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2911, pruned_loss=0.05641, over 2478434.24 frames. utt_duration=423 frames, utt_pad_proportion=0.06312, over 23500.08 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2975, pruned_loss=0.0698, over 2466904.40 frames. utt_duration=1211 frames, utt_pad_proportion=0.06979, over 8160.63 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2904, pruned_loss=0.05506, over 2479368.74 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06261, over 24988.94 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 19:59:39,728 INFO [train.py:927] (5/8) Epoch 11, batch 18450, giga_loss[loss=0.1626, simple_loss=0.2592, pruned_loss=0.03298, over 12347.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02771, over 66.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2911, pruned_loss=0.05707, over 2478583.94 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06041, over 23098.33 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2975, pruned_loss=0.0699, over 2467397.76 frames. utt_duration=1209 frames, utt_pad_proportion=0.06965, over 8174.93 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2905, pruned_loss=0.0555, over 2479265.79 frames. utt_duration=401.8 frames, utt_pad_proportion=0.0601, over 24753.81 utterances.], batch size: 66, lr: 3.36e-04
2022-08-27 20:01:42,372 INFO [train.py:927] (5/8) Epoch 11, batch 18500, giga_loss[loss=0.2248, simple_loss=0.3153, pruned_loss=0.06713, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.03796, over 113.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2905, pruned_loss=0.05757, over 2479000.73 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06337, over 23687.28 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2969, pruned_loss=0.06963, over 2467755.61 frames. utt_duration=1214 frames, utt_pad_proportion=0.06857, over 8138.97 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05628, over 2479481.57 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06323, over 25369.42 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 20:03:56,459 INFO [train.py:927] (5/8) Epoch 11, batch 18550, giga_loss[loss=0.2164, simple_loss=0.2997, pruned_loss=0.06651, over 12445.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03424, over 105.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2923, pruned_loss=0.05802, over 2479395.02 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06528, over 24446.76 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2971, pruned_loss=0.06976, over 2467971.95 frames. utt_duration=1217 frames, utt_pad_proportion=0.06748, over 8123.30 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2918, pruned_loss=0.05668, over 2479790.04 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06531, over 26061.83 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 20:06:09,458 INFO [train.py:927] (5/8) Epoch 11, batch 18600, giga_loss[loss=0.1904, simple_loss=0.2774, pruned_loss=0.05167, over 12407.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02829, over 62.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2905, pruned_loss=0.05789, over 2479384.48 frames. utt_duration=388.6 frames, utt_pad_proportion=0.07185, over 25597.94 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2972, pruned_loss=0.0698, over 2468341.32 frames. utt_duration=1217 frames, utt_pad_proportion=0.06652, over 8121.77 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.29, pruned_loss=0.05659, over 2479568.27 frames. utt_duration=366 frames, utt_pad_proportion=0.07179, over 27182.86 utterances.], batch size: 62, lr: 3.36e-04
2022-08-27 20:08:05,937 INFO [train.py:927] (5/8) Epoch 11, batch 18650, giga_loss[loss=0.1597, simple_loss=0.2535, pruned_loss=0.03298, over 12344.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.01929, over 45.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2857, pruned_loss=0.05615, over 2478957.90 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07183, over 24956.57 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2968, pruned_loss=0.06974, over 2468589.63 frames. utt_duration=1218 frames, utt_pad_proportion=0.06828, over 8118.11 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2853, pruned_loss=0.05461, over 2479315.37 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07128, over 26935.84 utterances.], batch size: 45, lr: 3.36e-04
2022-08-27 20:10:01,399 INFO [train.py:927] (5/8) Epoch 11, batch 18700, giga_loss[loss=0.1902, simple_loss=0.2831, pruned_loss=0.04867, over 12409.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2866, pruned_loss=0.05643, over 2478984.80 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07251, over 25192.79 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2972, pruned_loss=0.06989, over 2468631.99 frames. utt_duration=1208 frames, utt_pad_proportion=0.0714, over 8187.37 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2857, pruned_loss=0.05489, over 2479376.65 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07108, over 26913.07 utterances.], batch size: 80, lr: 3.36e-04
2022-08-27 20:12:07,950 INFO [train.py:927] (5/8) Epoch 11, batch 18750, giga_loss[loss=0.2171, simple_loss=0.286, pruned_loss=0.07408, over 12395.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.0976, over 256.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.285, pruned_loss=0.05518, over 2478583.05 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07316, over 24993.76 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2972, pruned_loss=0.07001, over 2468609.68 frames. utt_duration=1210 frames, utt_pad_proportion=0.07062, over 8170.75 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2841, pruned_loss=0.05359, over 2479083.21 frames. utt_duration=373 frames, utt_pad_proportion=0.07217, over 26673.57 utterances.], batch size: 256, lr: 3.36e-04
2022-08-27 20:14:21,981 INFO [train.py:927] (5/8) Epoch 11, batch 18800, giga_loss[loss=0.1967, simple_loss=0.2971, pruned_loss=0.04813, over 12434.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03033, over 75.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2842, pruned_loss=0.05481, over 2477964.21 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07095, over 24430.81 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2972, pruned_loss=0.07003, over 2468670.35 frames. utt_duration=1213 frames, utt_pad_proportion=0.06985, over 8150.26 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2833, pruned_loss=0.05333, over 2478436.02 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07051, over 26017.09 utterances.], batch size: 75, lr: 3.35e-04
2022-08-27 20:16:19,437 INFO [train.py:927] (5/8) Epoch 11, batch 18850, giga_loss[loss=0.186, simple_loss=0.2737, pruned_loss=0.04917, over 12366.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03139, over 85.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2844, pruned_loss=0.05515, over 2478391.05 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07144, over 24507.09 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2971, pruned_loss=0.0699, over 2469106.74 frames. utt_duration=1220 frames, utt_pad_proportion=0.06798, over 8108.67 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2834, pruned_loss=0.0536, over 2478667.95 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07159, over 26319.92 utterances.], batch size: 85, lr: 3.35e-04
2022-08-27 20:18:16,784 INFO [train.py:927] (5/8) Epoch 11, batch 18900, giga_loss[loss=0.1903, simple_loss=0.2843, pruned_loss=0.04818, over 12460.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03459, over 98.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2838, pruned_loss=0.05424, over 2478188.00 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06875, over 24705.57 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2967, pruned_loss=0.06964, over 2468844.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06725, over 8084.18 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2831, pruned_loss=0.05306, over 2478745.90 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06924, over 26368.62 utterances.], batch size: 98, lr: 3.35e-04
2022-08-27 20:20:15,405 INFO [train.py:927] (5/8) Epoch 11, batch 18950, giga_loss[loss=0.196, simple_loss=0.2956, pruned_loss=0.04826, over 12433.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03488, over 105.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2861, pruned_loss=0.05441, over 2478340.03 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07122, over 25544.28 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2966, pruned_loss=0.06957, over 2468947.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.06701, over 8075.76 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2857, pruned_loss=0.05346, over 2478729.07 frames. utt_duration=369.4 frames, utt_pad_proportion=0.07154, over 26925.00 utterances.], batch size: 105, lr: 3.35e-04
2022-08-27 20:22:08,492 INFO [train.py:927] (5/8) Epoch 11, batch 19000, giga_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05946, over 12424.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03554, over 105.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2877, pruned_loss=0.05521, over 2478337.97 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07027, over 25298.10 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2967, pruned_loss=0.06948, over 2468966.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.06569, over 8063.44 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.287, pruned_loss=0.05409, over 2478905.16 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07098, over 26969.79 utterances.], batch size: 105, lr: 3.35e-04
2022-08-27 20:24:11,042 INFO [train.py:927] (5/8) Epoch 11, batch 19050, giga_loss[loss=0.2037, simple_loss=0.2913, pruned_loss=0.05807, over 12393.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2854, pruned_loss=0.05422, over 2477803.56 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06932, over 25225.42 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2959, pruned_loss=0.06905, over 2468721.09 frames. utt_duration=1230 frames, utt_pad_proportion=0.06549, over 8036.21 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2853, pruned_loss=0.05326, over 2478758.77 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07009, over 27129.43 utterances.], batch size: 133, lr: 3.35e-04
2022-08-27 20:26:07,751 INFO [train.py:927] (5/8) Epoch 11, batch 19100, giga_loss[loss=0.1659, simple_loss=0.2535, pruned_loss=0.03914, over 12442.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06133, over 183.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2845, pruned_loss=0.05463, over 2476941.82 frames. utt_duration=396.4 frames, utt_pad_proportion=0.07304, over 25070.00 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2963, pruned_loss=0.06926, over 2468673.05 frames. utt_duration=1225 frames, utt_pad_proportion=0.06694, over 8068.21 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2835, pruned_loss=0.05304, over 2478122.75 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07295, over 27268.63 utterances.], batch size: 183, lr: 3.35e-04
2022-08-27 20:28:15,633 INFO [train.py:927] (5/8) Epoch 11, batch 19150, libri_loss[loss=0.2152, simple_loss=0.2882, pruned_loss=0.07114, over 12280.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006185, over 32.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2857, pruned_loss=0.05512, over 2477046.45 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07158, over 24570.83 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2962, pruned_loss=0.06923, over 2468526.33 frames. utt_duration=1228 frames, utt_pad_proportion=0.06604, over 8051.61 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2848, pruned_loss=0.05355, over 2478311.60 frames. utt_duration=372.1 frames, utt_pad_proportion=0.07191, over 26729.90 utterances.], batch size: 32, lr: 3.35e-04
2022-08-27 20:30:10,783 INFO [train.py:927] (5/8) Epoch 11, batch 19200, giga_loss[loss=0.2065, simple_loss=0.2948, pruned_loss=0.05908, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03185, over 80.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2868, pruned_loss=0.05568, over 2476716.45 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07184, over 24479.03 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2963, pruned_loss=0.06919, over 2468360.99 frames. utt_duration=1231 frames, utt_pad_proportion=0.06483, over 8027.49 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2858, pruned_loss=0.05416, over 2478064.81 frames. utt_duration=374 frames, utt_pad_proportion=0.07243, over 26589.46 utterances.], batch size: 80, lr: 3.35e-04
2022-08-27 20:32:12,458 INFO [train.py:927] (5/8) Epoch 11, batch 19250, giga_loss[loss=0.166, simple_loss=0.2484, pruned_loss=0.04183, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1757, over 356.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.289, pruned_loss=0.05635, over 2477219.53 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07318, over 24764.55 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.296, pruned_loss=0.06895, over 2468542.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.06358, over 7992.05 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.05502, over 2478365.44 frames. utt_duration=369 frames, utt_pad_proportion=0.07392, over 26957.26 utterances.], batch size: 356, lr: 3.35e-04
2022-08-27 20:34:31,202 INFO [train.py:927] (5/8) Epoch 11, batch 19300, giga_loss[loss=0.2014, simple_loss=0.2856, pruned_loss=0.05861, over 12455.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.03218, over 114.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2873, pruned_loss=0.05539, over 2477659.27 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07443, over 25097.30 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.296, pruned_loss=0.06895, over 2468542.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.06358, over 7992.05 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2867, pruned_loss=0.05436, over 2478551.14 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07492, over 26803.91 utterances.], batch size: 114, lr: 3.35e-04
2022-08-27 20:36:32,172 INFO [train.py:927] (5/8) Epoch 11, batch 19350, giga_loss[loss=0.1992, simple_loss=0.2944, pruned_loss=0.05203, over 12336.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.03115, over 66.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2878, pruned_loss=0.05609, over 2477140.63 frames. utt_duration=387.2 frames, utt_pad_proportion=0.0772, over 25671.00 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2957, pruned_loss=0.06891, over 2468177.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.06316, over 7983.00 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2873, pruned_loss=0.05486, over 2478482.68 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07762, over 27620.46 utterances.], batch size: 66, lr: 3.35e-04
2022-08-27 20:38:37,898 INFO [train.py:927] (5/8) Epoch 11, batch 19400, giga_loss[loss=0.1869, simple_loss=0.2847, pruned_loss=0.0446, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03807, over 113.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2857, pruned_loss=0.05548, over 2477145.44 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07655, over 25402.38 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2961, pruned_loss=0.0691, over 2468170.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.06266, over 7980.17 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2849, pruned_loss=0.05423, over 2478289.72 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07711, over 27094.50 utterances.], batch size: 113, lr: 3.35e-04
2022-08-27 20:40:41,509 INFO [train.py:927] (5/8) Epoch 11, batch 19450, libri_loss[loss=0.1791, simple_loss=0.2552, pruned_loss=0.05149, over 12444.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006066, over 32.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2858, pruned_loss=0.05501, over 2476794.70 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07574, over 25230.92 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2958, pruned_loss=0.069, over 2468365.30 frames. utt_duration=1243 frames, utt_pad_proportion=0.06112, over 7952.08 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2852, pruned_loss=0.05366, over 2477811.94 frames. utt_duration=366 frames, utt_pad_proportion=0.07673, over 27166.32 utterances.], batch size: 32, lr: 3.35e-04
2022-08-27 20:42:32,468 INFO [train.py:927] (5/8) Epoch 11, batch 19500, giga_loss[loss=0.1897, simple_loss=0.2904, pruned_loss=0.04454, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03222, over 75.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2888, pruned_loss=0.05538, over 2477837.67 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07351, over 24346.23 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2963, pruned_loss=0.06946, over 2468489.99 frames. utt_duration=1210 frames, utt_pad_proportion=0.07279, over 8171.00 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2875, pruned_loss=0.05348, over 2478799.91 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07158, over 26223.90 utterances.], batch size: 75, lr: 3.35e-04
2022-08-27 20:44:43,402 INFO [train.py:927] (5/8) Epoch 11, batch 19550, giga_loss[loss=0.1958, simple_loss=0.2827, pruned_loss=0.05446, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03857, over 113.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2886, pruned_loss=0.05504, over 2477788.35 frames. utt_duration=404 frames, utt_pad_proportion=0.07366, over 24604.01 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.296, pruned_loss=0.06924, over 2468325.93 frames. utt_duration=1214 frames, utt_pad_proportion=0.07172, over 8145.73 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2877, pruned_loss=0.05349, over 2478839.94 frames. utt_duration=377 frames, utt_pad_proportion=0.0724, over 26386.75 utterances.], batch size: 113, lr: 3.35e-04
2022-08-27 20:46:55,060 INFO [train.py:927] (5/8) Epoch 11, batch 19600, giga_loss[loss=0.1904, simple_loss=0.2844, pruned_loss=0.04823, over 12409.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04386, over 146.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2887, pruned_loss=0.05488, over 2477128.61 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07307, over 24627.97 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.296, pruned_loss=0.06917, over 2468129.22 frames. utt_duration=1215 frames, utt_pad_proportion=0.07018, over 8135.81 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05318, over 2478444.51 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07255, over 26656.88 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 20:49:09,341 INFO [train.py:927] (5/8) Epoch 11, batch 19650, giga_loss[loss=0.1975, simple_loss=0.2983, pruned_loss=0.0483, over 12327.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05573, over 2477322.43 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07265, over 24900.67 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2962, pruned_loss=0.06925, over 2468294.19 frames. utt_duration=1222 frames, utt_pad_proportion=0.06833, over 8090.77 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2894, pruned_loss=0.05386, over 2478528.65 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07278, over 27083.79 utterances.], batch size: 62, lr: 3.35e-04
2022-08-27 20:51:26,723 INFO [train.py:927] (5/8) Epoch 11, batch 19700, giga_loss[loss=0.2224, simple_loss=0.2905, pruned_loss=0.07717, over 12384.00 frames. utt_duration=141.5 frames, utt_pad_proportion=0.1679, over 353.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2911, pruned_loss=0.05587, over 2477293.10 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07151, over 24735.40 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2963, pruned_loss=0.06924, over 2468428.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06735, over 8079.06 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.29, pruned_loss=0.05418, over 2478291.68 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07197, over 26767.00 utterances.], batch size: 353, lr: 3.35e-04
2022-08-27 20:53:47,627 INFO [train.py:927] (5/8) Epoch 11, batch 19750, giga_loss[loss=0.1748, simple_loss=0.2761, pruned_loss=0.03669, over 12433.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03292, over 75.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2894, pruned_loss=0.0546, over 2477069.69 frames. utt_duration=404 frames, utt_pad_proportion=0.0704, over 24594.34 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.296, pruned_loss=0.06907, over 2468191.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.06689, over 8060.31 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2888, pruned_loss=0.0533, over 2478129.89 frames. utt_duration=377.4 frames, utt_pad_proportion=0.07095, over 26344.78 utterances.], batch size: 75, lr: 3.35e-04
2022-08-27 20:55:48,245 INFO [train.py:927] (5/8) Epoch 11, batch 19800, giga_loss[loss=0.2081, simple_loss=0.3059, pruned_loss=0.0552, over 12388.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07154, over 212.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2895, pruned_loss=0.05424, over 2477381.36 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06856, over 24377.48 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.296, pruned_loss=0.06901, over 2468369.59 frames. utt_duration=1229 frames, utt_pad_proportion=0.06597, over 8042.26 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2889, pruned_loss=0.05299, over 2478229.53 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06941, over 26091.75 utterances.], batch size: 212, lr: 3.35e-04
2022-08-27 20:57:44,863 INFO [train.py:927] (5/8) Epoch 11, batch 19850, giga_loss[loss=0.1856, simple_loss=0.2784, pruned_loss=0.04637, over 12403.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02893, over 58.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2912, pruned_loss=0.05505, over 2477539.86 frames. utt_duration=408.6 frames, utt_pad_proportion=0.0684, over 24323.91 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2957, pruned_loss=0.0689, over 2468193.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06513, over 8013.57 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2909, pruned_loss=0.05391, over 2478522.28 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06933, over 25992.55 utterances.], batch size: 58, lr: 3.35e-04
2022-08-27 20:59:38,125 INFO [train.py:927] (5/8) Epoch 11, batch 19900, giga_loss[loss=0.2125, simple_loss=0.301, pruned_loss=0.06206, over 12468.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03454, over 86.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2899, pruned_loss=0.0552, over 2477846.64 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06656, over 24548.45 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2954, pruned_loss=0.06874, over 2468301.14 frames. utt_duration=1238 frames, utt_pad_proportion=0.06445, over 7987.51 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2899, pruned_loss=0.05426, over 2478652.03 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06759, over 26118.22 utterances.], batch size: 86, lr: 3.35e-04
2022-08-27 21:01:29,053 INFO [train.py:927] (5/8) Epoch 11, batch 19950, libri_loss[loss=0.2326, simple_loss=0.3022, pruned_loss=0.08149, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005403, over 35.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2938, pruned_loss=0.05784, over 2477833.91 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06669, over 24074.02 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2955, pruned_loss=0.06889, over 2468308.59 frames. utt_duration=1231 frames, utt_pad_proportion=0.06741, over 8029.07 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2936, pruned_loss=0.05659, over 2478696.34 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06666, over 25735.06 utterances.], batch size: 35, lr: 3.35e-04
2022-08-27 21:03:12,295 INFO [train.py:927] (5/8) Epoch 11, batch 20000, giga_loss[loss=0.1876, simple_loss=0.2877, pruned_loss=0.04373, over 12305.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02947, over 74.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2988, pruned_loss=0.06065, over 2477283.94 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07059, over 23131.95 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2953, pruned_loss=0.06885, over 2468405.43 frames. utt_duration=1234 frames, utt_pad_proportion=0.06627, over 8012.17 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2988, pruned_loss=0.05932, over 2478198.25 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07065, over 25054.16 utterances.], batch size: 74, lr: 3.35e-04
2022-08-27 21:04:55,665 INFO [train.py:927] (5/8) Epoch 11, batch 20050, giga_loss[loss=0.1881, simple_loss=0.2793, pruned_loss=0.0485, over 12461.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03268, over 86.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06045, over 2476619.80 frames. utt_duration=446.3 frames, utt_pad_proportion=0.06911, over 22262.86 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2961, pruned_loss=0.06912, over 2468558.10 frames. utt_duration=1229 frames, utt_pad_proportion=0.06644, over 8040.97 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2957, pruned_loss=0.05903, over 2477310.02 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06923, over 23962.95 utterances.], batch size: 86, lr: 3.35e-04
2022-08-27 21:06:39,557 INFO [train.py:927] (5/8) Epoch 11, batch 20100, giga_loss[loss=0.1874, simple_loss=0.2726, pruned_loss=0.05106, over 12398.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03334, over 80.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.29, pruned_loss=0.0587, over 2474763.27 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07055, over 21979.61 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2959, pruned_loss=0.06905, over 2468364.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.06521, over 8006.28 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2895, pruned_loss=0.05743, over 2475668.06 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07096, over 23673.94 utterances.], batch size: 80, lr: 3.35e-04
2022-08-27 21:08:28,504 INFO [train.py:927] (5/8) Epoch 11, batch 20150, giga_loss[loss=0.1947, simple_loss=0.2696, pruned_loss=0.05993, over 12174.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03347, over 36.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2817, pruned_loss=0.05582, over 2473763.67 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07111, over 21402.27 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2957, pruned_loss=0.06899, over 2468386.23 frames. utt_duration=1238 frames, utt_pad_proportion=0.06448, over 7985.28 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2814, pruned_loss=0.05472, over 2474533.27 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07167, over 22947.53 utterances.], batch size: 36, lr: 3.35e-04
2022-08-27 21:10:10,149 INFO [train.py:927] (5/8) Epoch 11, batch 20200, giga_loss[loss=0.2161, simple_loss=0.2862, pruned_loss=0.07297, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2761, pruned_loss=0.05354, over 2473354.27 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06702, over 20378.95 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2959, pruned_loss=0.06909, over 2468318.35 frames. utt_duration=1235 frames, utt_pad_proportion=0.06409, over 8001.51 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2753, pruned_loss=0.05234, over 2474095.89 frames. utt_duration=455 frames, utt_pad_proportion=0.06791, over 21814.62 utterances.], batch size: 258, lr: 3.35e-04
2022-08-27 21:11:48,071 INFO [train.py:927] (5/8) Epoch 11, batch 20250, giga_loss[loss=0.1762, simple_loss=0.2537, pruned_loss=0.04929, over 12394.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2742, pruned_loss=0.05349, over 2472970.28 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06344, over 18705.15 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2963, pruned_loss=0.06935, over 2468226.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06231, over 7998.96 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2719, pruned_loss=0.05125, over 2473993.68 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06517, over 20650.53 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 21:13:30,068 INFO [train.py:927] (5/8) Epoch 11, batch 20300, giga_loss[loss=0.186, simple_loss=0.2727, pruned_loss=0.04964, over 12206.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03131, over 39.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2694, pruned_loss=0.05146, over 2472965.29 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06206, over 18489.60 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2963, pruned_loss=0.06921, over 2468124.06 frames. utt_duration=1235 frames, utt_pad_proportion=0.06126, over 8001.94 utterances.], giga_tot_loss[loss=0.1828, simple_loss=0.267, pruned_loss=0.04935, over 2474008.27 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06396, over 20330.31 utterances.], batch size: 39, lr: 3.35e-04
2022-08-27 21:15:14,420 INFO [train.py:927] (5/8) Epoch 11, batch 20350, giga_loss[loss=0.1519, simple_loss=0.2331, pruned_loss=0.03536, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02852, over 45.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2652, pruned_loss=0.04973, over 2473682.67 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06313, over 18725.07 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.296, pruned_loss=0.06906, over 2468332.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06433, over 8038.29 utterances.], giga_tot_loss[loss=0.1788, simple_loss=0.2625, pruned_loss=0.04757, over 2474512.89 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06361, over 20520.98 utterances.], batch size: 45, lr: 3.35e-04
2022-08-27 21:16:56,297 INFO [train.py:927] (5/8) Epoch 11, batch 20400, giga_loss[loss=0.154, simple_loss=0.23, pruned_loss=0.03896, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02572, over 45.00 utterances.], tot_loss[loss=0.177, simple_loss=0.2593, pruned_loss=0.04738, over 2474209.08 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06098, over 18299.21 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.296, pruned_loss=0.06901, over 2468224.16 frames. utt_duration=1233 frames, utt_pad_proportion=0.0636, over 8017.81 utterances.], giga_tot_loss[loss=0.1739, simple_loss=0.2568, pruned_loss=0.04547, over 2475025.32 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06179, over 19869.10 utterances.], batch size: 45, lr: 3.35e-04
2022-08-27 21:18:42,452 INFO [train.py:927] (5/8) Epoch 11, batch 20450, libri_loss[loss=0.2111, simple_loss=0.2932, pruned_loss=0.06454, over 12389.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008713, over 30.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.2642, pruned_loss=0.05036, over 2474982.19 frames. utt_duration=518.9 frames, utt_pad_proportion=0.0636, over 19132.41 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2959, pruned_loss=0.06899, over 2468272.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.0634, over 8007.72 utterances.], giga_tot_loss[loss=0.1799, simple_loss=0.2621, pruned_loss=0.0488, over 2475606.51 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06414, over 20426.41 utterances.], batch size: 30, lr: 3.35e-04
2022-08-27 21:20:25,185 INFO [train.py:927] (5/8) Epoch 11, batch 20500, libri_loss[loss=0.2003, simple_loss=0.282, pruned_loss=0.05931, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.00794, over 31.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2743, pruned_loss=0.05494, over 2474501.29 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06127, over 18371.70 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2962, pruned_loss=0.06935, over 2468151.76 frames. utt_duration=1227 frames, utt_pad_proportion=0.06583, over 8055.41 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2713, pruned_loss=0.05269, over 2475410.05 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06105, over 19838.45 utterances.], batch size: 31, lr: 3.34e-04
2022-08-27 21:22:10,389 INFO [train.py:927] (5/8) Epoch 11, batch 20550, giga_loss[loss=0.201, simple_loss=0.2943, pruned_loss=0.05384, over 12255.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02679, over 54.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2809, pruned_loss=0.05694, over 2473717.02 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05812, over 17796.62 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2962, pruned_loss=0.06939, over 2468133.88 frames. utt_duration=1231 frames, utt_pad_proportion=0.06483, over 8031.49 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2783, pruned_loss=0.05488, over 2474563.41 frames. utt_duration=518.1 frames, utt_pad_proportion=0.05848, over 19160.55 utterances.], batch size: 54, lr: 3.34e-04
2022-08-27 21:23:56,252 INFO [train.py:927] (5/8) Epoch 11, batch 20600, giga_loss[loss=0.2196, simple_loss=0.3096, pruned_loss=0.06482, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2851, pruned_loss=0.05826, over 2474613.06 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05573, over 17642.31 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2958, pruned_loss=0.06928, over 2467888.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.0643, over 8002.13 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2832, pruned_loss=0.05658, over 2475612.50 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05635, over 18888.81 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 21:25:40,762 INFO [train.py:927] (5/8) Epoch 11, batch 20650, giga_loss[loss=0.2407, simple_loss=0.3238, pruned_loss=0.07883, over 12363.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04276, over 133.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2898, pruned_loss=0.06109, over 2473869.11 frames. utt_duration=565 frames, utt_pad_proportion=0.05764, over 17559.12 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.296, pruned_loss=0.0693, over 2467977.89 frames. utt_duration=1236 frames, utt_pad_proportion=0.06379, over 7997.14 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.288, pruned_loss=0.05965, over 2474616.09 frames. utt_duration=532.8 frames, utt_pad_proportion=0.05819, over 18630.67 utterances.], batch size: 133, lr: 3.34e-04
2022-08-27 21:27:20,333 INFO [train.py:927] (5/8) Epoch 11, batch 20700, giga_loss[loss=0.2233, simple_loss=0.309, pruned_loss=0.0688, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.02946, over 58.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2946, pruned_loss=0.06266, over 2473743.89 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06285, over 18184.20 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2964, pruned_loss=0.06936, over 2468062.25 frames. utt_duration=1236 frames, utt_pad_proportion=0.06309, over 7998.30 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2928, pruned_loss=0.06133, over 2474359.56 frames. utt_duration=517 frames, utt_pad_proportion=0.06324, over 19200.82 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 21:29:03,209 INFO [train.py:927] (5/8) Epoch 11, batch 20750, giga_loss[loss=0.2084, simple_loss=0.3056, pruned_loss=0.05565, over 12406.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2979, pruned_loss=0.06397, over 2474035.74 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06933, over 18434.04 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.297, pruned_loss=0.06974, over 2468317.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.06999, over 8143.28 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2958, pruned_loss=0.06235, over 2474512.34 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06678, over 19498.52 utterances.], batch size: 123, lr: 3.34e-04
2022-08-27 21:30:47,234 INFO [train.py:927] (5/8) Epoch 11, batch 20800, giga_loss[loss=0.1992, simple_loss=0.2902, pruned_loss=0.05405, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04021, over 113.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2993, pruned_loss=0.06326, over 2474092.02 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06479, over 17650.34 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2969, pruned_loss=0.06966, over 2468374.79 frames. utt_duration=1217 frames, utt_pad_proportion=0.06878, over 8121.83 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2977, pruned_loss=0.06189, over 2474538.83 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06336, over 18738.42 utterances.], batch size: 113, lr: 3.34e-04
2022-08-27 21:32:29,309 INFO [train.py:927] (5/8) Epoch 11, batch 20850, giga_loss[loss=0.2092, simple_loss=0.3043, pruned_loss=0.05708, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.3005, pruned_loss=0.06324, over 2474267.88 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06777, over 17556.62 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2981, pruned_loss=0.07011, over 2468533.24 frames. utt_duration=1205 frames, utt_pad_proportion=0.07198, over 8203.06 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2982, pruned_loss=0.06148, over 2474698.31 frames. utt_duration=530.4 frames, utt_pad_proportion=0.0653, over 18715.52 utterances.], batch size: 113, lr: 3.34e-04
2022-08-27 21:34:15,005 INFO [train.py:927] (5/8) Epoch 11, batch 20900, giga_loss[loss=0.213, simple_loss=0.297, pruned_loss=0.06446, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.03025, over 42.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3015, pruned_loss=0.06518, over 2473735.50 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06883, over 17362.76 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2978, pruned_loss=0.06994, over 2468413.34 frames. utt_duration=1207 frames, utt_pad_proportion=0.07127, over 8188.99 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3, pruned_loss=0.06383, over 2474276.63 frames. utt_duration=538 frames, utt_pad_proportion=0.06701, over 18448.00 utterances.], batch size: 42, lr: 3.34e-04
2022-08-27 21:35:58,622 INFO [train.py:927] (5/8) Epoch 11, batch 20950, giga_loss[loss=0.1859, simple_loss=0.2658, pruned_loss=0.05297, over 12142.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03599, over 30.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3013, pruned_loss=0.06617, over 2473621.77 frames. utt_duration=578.8 frames, utt_pad_proportion=0.0639, over 17138.54 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2977, pruned_loss=0.06981, over 2468435.75 frames. utt_duration=1211 frames, utt_pad_proportion=0.07018, over 8165.36 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3003, pruned_loss=0.06513, over 2474116.65 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0631, over 18172.69 utterances.], batch size: 30, lr: 3.34e-04
2022-08-27 21:37:41,643 INFO [train.py:927] (5/8) Epoch 11, batch 21000, giga_loss[loss=0.2113, simple_loss=0.3018, pruned_loss=0.06043, over 12440.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03811, over 105.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3003, pruned_loss=0.06597, over 2473967.48 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06111, over 17113.72 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2976, pruned_loss=0.06983, over 2468406.17 frames. utt_duration=1215 frames, utt_pad_proportion=0.06891, over 8138.63 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2997, pruned_loss=0.06505, over 2474489.71 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06106, over 18150.07 utterances.], batch size: 105, lr: 3.34e-04
2022-08-27 21:37:41,645 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 21:37:55,361 INFO [train.py:967] (5/8) 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] (5/8) Epoch 11, batch 21050, giga_loss[loss=0.1744, simple_loss=0.2687, pruned_loss=0.04007, over 12398.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02642, over 70.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2981, pruned_loss=0.06486, over 2473373.23 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05695, over 16655.75 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.297, pruned_loss=0.0696, over 2468236.16 frames. utt_duration=1221 frames, utt_pad_proportion=0.06723, over 8095.52 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2982, pruned_loss=0.06419, over 2474113.96 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05772, over 17806.71 utterances.], batch size: 70, lr: 3.34e-04
2022-08-27 21:41:19,429 INFO [train.py:927] (5/8) Epoch 11, batch 21100, giga_loss[loss=0.1882, simple_loss=0.2742, pruned_loss=0.05114, over 12360.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04049, over 145.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2942, pruned_loss=0.06313, over 2473925.32 frames. utt_duration=563 frames, utt_pad_proportion=0.06513, over 17623.28 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2974, pruned_loss=0.0697, over 2468367.04 frames. utt_duration=1220 frames, utt_pad_proportion=0.0663, over 8099.72 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2939, pruned_loss=0.06236, over 2474543.64 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06558, over 18781.17 utterances.], batch size: 145, lr: 3.34e-04
2022-08-27 21:43:04,562 INFO [train.py:927] (5/8) Epoch 11, batch 21150, giga_loss[loss=0.1853, simple_loss=0.2743, pruned_loss=0.04813, over 12424.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04229, over 146.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2896, pruned_loss=0.06132, over 2473923.95 frames. utt_duration=536 frames, utt_pad_proportion=0.06808, over 18512.72 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2974, pruned_loss=0.06976, over 2468086.47 frames. utt_duration=1224 frames, utt_pad_proportion=0.06531, over 8075.84 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2893, pruned_loss=0.06053, over 2474787.09 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06864, over 19627.83 utterances.], batch size: 146, lr: 3.34e-04
2022-08-27 21:44:46,042 INFO [train.py:927] (5/8) Epoch 11, batch 21200, giga_loss[loss=0.2039, simple_loss=0.2902, pruned_loss=0.05883, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03075, over 62.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2886, pruned_loss=0.06079, over 2473672.18 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06518, over 17615.32 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2973, pruned_loss=0.06983, over 2468352.58 frames. utt_duration=1212 frames, utt_pad_proportion=0.06957, over 8157.01 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2882, pruned_loss=0.05992, over 2474241.80 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06417, over 18659.14 utterances.], batch size: 62, lr: 3.34e-04
2022-08-27 21:46:25,951 INFO [train.py:927] (5/8) Epoch 11, batch 21250, giga_loss[loss=0.1937, simple_loss=0.2691, pruned_loss=0.05918, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02978, over 42.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2879, pruned_loss=0.06104, over 2472918.30 frames. utt_duration=574 frames, utt_pad_proportion=0.06507, over 17277.68 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2977, pruned_loss=0.06995, over 2468393.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.06772, over 8138.92 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.287, pruned_loss=0.05997, over 2473492.84 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06491, over 18415.49 utterances.], batch size: 42, lr: 3.34e-04
2022-08-27 21:48:07,532 INFO [train.py:927] (5/8) Epoch 11, batch 21300, giga_loss[loss=0.1909, simple_loss=0.2717, pruned_loss=0.05507, over 12411.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04285, over 26.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2847, pruned_loss=0.05987, over 2473800.84 frames. utt_duration=592 frames, utt_pad_proportion=0.06301, over 16757.19 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2979, pruned_loss=0.07018, over 2468535.24 frames. utt_duration=1218 frames, utt_pad_proportion=0.06646, over 8117.59 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2835, pruned_loss=0.05862, over 2474245.95 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06344, over 17874.27 utterances.], batch size: 26, lr: 3.34e-04
2022-08-27 21:49:46,782 INFO [train.py:927] (5/8) Epoch 11, batch 21350, libri_loss[loss=0.2003, simple_loss=0.2829, pruned_loss=0.05883, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01109, over 28.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2816, pruned_loss=0.05899, over 2473001.73 frames. utt_duration=617.2 frames, utt_pad_proportion=0.0595, over 16067.01 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2981, pruned_loss=0.07029, over 2468095.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.06979, over 8168.18 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2803, pruned_loss=0.05771, over 2473851.35 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05873, over 17065.84 utterances.], batch size: 28, lr: 3.34e-04
2022-08-27 21:51:28,678 INFO [train.py:927] (5/8) Epoch 11, batch 21400, giga_loss[loss=0.1828, simple_loss=0.2548, pruned_loss=0.05536, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02966, over 45.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2785, pruned_loss=0.05783, over 2472567.48 frames. utt_duration=636.6 frames, utt_pad_proportion=0.05545, over 15572.93 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2982, pruned_loss=0.07035, over 2468152.89 frames. utt_duration=1212 frames, utt_pad_proportion=0.06912, over 8155.81 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2772, pruned_loss=0.05661, over 2473247.30 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05524, over 16471.19 utterances.], batch size: 45, lr: 3.34e-04
2022-08-27 21:53:09,334 INFO [train.py:927] (5/8) Epoch 11, batch 21450, giga_loss[loss=0.1792, simple_loss=0.2572, pruned_loss=0.0506, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2762, pruned_loss=0.05708, over 2472589.15 frames. utt_duration=646.3 frames, utt_pad_proportion=0.05647, over 15338.79 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2981, pruned_loss=0.0702, over 2468417.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.06875, over 8152.22 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2748, pruned_loss=0.05595, over 2472984.08 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05623, over 16219.12 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 21:54:51,891 INFO [train.py:927] (5/8) Epoch 11, batch 21500, giga_loss[loss=0.1968, simple_loss=0.2755, pruned_loss=0.05901, over 12096.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03628, over 30.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2761, pruned_loss=0.05731, over 2472898.75 frames. utt_duration=647 frames, utt_pad_proportion=0.05596, over 15322.90 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.298, pruned_loss=0.07009, over 2468512.61 frames. utt_duration=1214 frames, utt_pad_proportion=0.06798, over 8142.30 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2746, pruned_loss=0.05627, over 2473229.92 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05601, over 16159.43 utterances.], batch size: 30, lr: 3.34e-04
2022-08-27 21:56:37,207 INFO [train.py:927] (5/8) Epoch 11, batch 21550, giga_loss[loss=0.2073, simple_loss=0.2877, pruned_loss=0.06342, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03541, over 40.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2822, pruned_loss=0.06123, over 2472422.32 frames. utt_duration=603.3 frames, utt_pad_proportion=0.06298, over 16432.97 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2981, pruned_loss=0.06999, over 2468456.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.06802, over 8161.02 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2807, pruned_loss=0.06035, over 2472811.02 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06271, over 17181.70 utterances.], batch size: 40, lr: 3.34e-04
2022-08-27 21:58:17,527 INFO [train.py:927] (5/8) Epoch 11, batch 21600, giga_loss[loss=0.2388, simple_loss=0.3228, pruned_loss=0.0774, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03003, over 85.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2876, pruned_loss=0.06318, over 2472288.45 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05825, over 16337.39 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2981, pruned_loss=0.0699, over 2468333.49 frames. utt_duration=1212 frames, utt_pad_proportion=0.06734, over 8153.24 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2859, pruned_loss=0.06232, over 2472846.49 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05841, over 17211.14 utterances.], batch size: 85, lr: 3.34e-04
2022-08-27 21:59:59,222 INFO [train.py:927] (5/8) Epoch 11, batch 21650, giga_loss[loss=0.2143, simple_loss=0.3019, pruned_loss=0.06337, over 12251.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02791, over 54.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.292, pruned_loss=0.06447, over 2471088.05 frames. utt_duration=628.4 frames, utt_pad_proportion=0.05414, over 15768.43 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2978, pruned_loss=0.06988, over 2468000.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06567, over 8117.42 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2907, pruned_loss=0.06361, over 2471919.12 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05507, over 16749.35 utterances.], batch size: 54, lr: 3.34e-04
2022-08-27 22:01:40,863 INFO [train.py:927] (5/8) Epoch 11, batch 21700, giga_loss[loss=0.2342, simple_loss=0.3246, pruned_loss=0.07192, over 12375.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03081, over 58.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2965, pruned_loss=0.06614, over 2470412.84 frames. utt_duration=593.5 frames, utt_pad_proportion=0.061, over 16690.86 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2976, pruned_loss=0.07008, over 2467108.41 frames. utt_duration=1214 frames, utt_pad_proportion=0.06797, over 8140.21 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2955, pruned_loss=0.0651, over 2472030.09 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06033, over 17815.98 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 22:03:22,301 INFO [train.py:927] (5/8) Epoch 11, batch 21750, giga_loss[loss=0.2403, simple_loss=0.3314, pruned_loss=0.07461, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03441, over 39.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2958, pruned_loss=0.06514, over 2470458.62 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06537, over 17516.42 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2976, pruned_loss=0.07015, over 2466950.22 frames. utt_duration=1202 frames, utt_pad_proportion=0.07198, over 8219.96 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.295, pruned_loss=0.06416, over 2471962.05 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06286, over 18505.95 utterances.], batch size: 39, lr: 3.34e-04
2022-08-27 22:05:03,839 INFO [train.py:927] (5/8) Epoch 11, batch 21800, giga_loss[loss=0.2457, simple_loss=0.3304, pruned_loss=0.08048, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02873, over 45.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.06534, over 2471212.40 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06593, over 18470.22 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2979, pruned_loss=0.07031, over 2466845.17 frames. utt_duration=1201 frames, utt_pad_proportion=0.07166, over 8227.41 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2965, pruned_loss=0.06431, over 2472580.28 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06406, over 19429.96 utterances.], batch size: 45, lr: 3.34e-04
2022-08-27 22:06:45,969 INFO [train.py:927] (5/8) Epoch 11, batch 21850, giga_loss[loss=0.3364, simple_loss=0.4114, pruned_loss=0.1307, over 12309.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02945, over 74.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3001, pruned_loss=0.06663, over 2471286.35 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06486, over 18445.51 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2984, pruned_loss=0.0705, over 2466859.10 frames. utt_duration=1193 frames, utt_pad_proportion=0.07358, over 8279.93 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2989, pruned_loss=0.06548, over 2472481.13 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06247, over 19436.77 utterances.], batch size: 74, lr: 3.34e-04
2022-08-27 22:08:28,263 INFO [train.py:927] (5/8) Epoch 11, batch 21900, giga_loss[loss=0.2241, simple_loss=0.3021, pruned_loss=0.07312, over 12341.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03357, over 51.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3016, pruned_loss=0.06782, over 2472339.58 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06763, over 18792.82 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2984, pruned_loss=0.07051, over 2466979.80 frames. utt_duration=1194 frames, utt_pad_proportion=0.07329, over 8273.53 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3007, pruned_loss=0.0669, over 2473182.98 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06578, over 19626.83 utterances.], batch size: 51, lr: 3.34e-04
2022-08-27 22:10:10,071 INFO [train.py:927] (5/8) Epoch 11, batch 21950, giga_loss[loss=0.2214, simple_loss=0.307, pruned_loss=0.06785, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03055, over 42.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3025, pruned_loss=0.06854, over 2472845.59 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06787, over 18862.01 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07047, over 2467013.90 frames. utt_duration=1195 frames, utt_pad_proportion=0.073, over 8270.16 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3018, pruned_loss=0.06784, over 2473499.77 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06651, over 19562.26 utterances.], batch size: 42, lr: 3.34e-04
2022-08-27 22:11:51,397 INFO [train.py:927] (5/8) Epoch 11, batch 22000, giga_loss[loss=0.2173, simple_loss=0.3027, pruned_loss=0.06596, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05516, over 162.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.304, pruned_loss=0.0686, over 2471851.78 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06296, over 17792.90 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2985, pruned_loss=0.0705, over 2467065.00 frames. utt_duration=1200 frames, utt_pad_proportion=0.07185, over 8233.75 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3034, pruned_loss=0.06798, over 2472443.56 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0624, over 18612.94 utterances.], batch size: 162, lr: 3.34e-04
2022-08-27 22:13:32,146 INFO [train.py:927] (5/8) Epoch 11, batch 22050, giga_loss[loss=0.2345, simple_loss=0.3193, pruned_loss=0.07483, over 12154.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.03811, over 33.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3033, pruned_loss=0.06817, over 2471457.84 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06559, over 17018.85 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07045, over 2466890.60 frames. utt_duration=1185 frames, utt_pad_proportion=0.07855, over 8337.11 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3032, pruned_loss=0.06763, over 2472273.20 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06195, over 17925.11 utterances.], batch size: 33, lr: 3.34e-04
2022-08-27 22:15:14,684 INFO [train.py:927] (5/8) Epoch 11, batch 22100, giga_loss[loss=0.173, simple_loss=0.2657, pruned_loss=0.04015, over 12457.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04295, over 31.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3018, pruned_loss=0.06816, over 2471893.39 frames. utt_duration=584.5 frames, utt_pad_proportion=0.06672, over 16960.10 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2979, pruned_loss=0.07042, over 2466848.76 frames. utt_duration=1181 frames, utt_pad_proportion=0.08052, over 8367.82 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3022, pruned_loss=0.06773, over 2472727.24 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06284, over 17894.03 utterances.], batch size: 31, lr: 3.34e-04
2022-08-27 22:16:58,454 INFO [train.py:927] (5/8) Epoch 11, batch 22150, giga_loss[loss=0.2339, simple_loss=0.3188, pruned_loss=0.07444, over 12336.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03351, over 51.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3018, pruned_loss=0.06859, over 2471271.16 frames. utt_duration=617.4 frames, utt_pad_proportion=0.06397, over 16049.31 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2978, pruned_loss=0.07038, over 2466681.36 frames. utt_duration=1172 frames, utt_pad_proportion=0.08352, over 8429.93 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3023, pruned_loss=0.06823, over 2472215.90 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05942, over 16961.31 utterances.], batch size: 51, lr: 3.34e-04
2022-08-27 22:18:38,874 INFO [train.py:927] (5/8) Epoch 11, batch 22200, giga_loss[loss=0.2204, simple_loss=0.2943, pruned_loss=0.07327, over 12365.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2009, over 368.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3017, pruned_loss=0.068, over 2470509.58 frames. utt_duration=617.8 frames, utt_pad_proportion=0.06297, over 16034.75 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2975, pruned_loss=0.07017, over 2466475.61 frames. utt_duration=1174 frames, utt_pad_proportion=0.0829, over 8413.67 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3024, pruned_loss=0.06789, over 2471469.93 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05961, over 16831.81 utterances.], batch size: 368, lr: 3.33e-04
2022-08-27 22:20:19,935 INFO [train.py:927] (5/8) Epoch 11, batch 22250, giga_loss[loss=0.2056, simple_loss=0.2905, pruned_loss=0.06035, over 12454.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.02763, over 55.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3007, pruned_loss=0.06767, over 2470253.61 frames. utt_duration=641.4 frames, utt_pad_proportion=0.06263, over 15441.43 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2971, pruned_loss=0.07, over 2466288.39 frames. utt_duration=1185 frames, utt_pad_proportion=0.08081, over 8337.57 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06766, over 2471317.31 frames. utt_duration=603 frames, utt_pad_proportion=0.06059, over 16433.66 utterances.], batch size: 55, lr: 3.33e-04
2022-08-27 22:22:02,258 INFO [train.py:927] (5/8) Epoch 11, batch 22300, giga_loss[loss=0.2303, simple_loss=0.3052, pruned_loss=0.07766, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.299, pruned_loss=0.06699, over 2470831.66 frames. utt_duration=632.1 frames, utt_pad_proportion=0.05957, over 15673.67 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.297, pruned_loss=0.06994, over 2466305.90 frames. utt_duration=1187 frames, utt_pad_proportion=0.0799, over 8322.54 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3, pruned_loss=0.06699, over 2471726.85 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05841, over 16570.22 utterances.], batch size: 113, lr: 3.33e-04
2022-08-27 22:23:45,080 INFO [train.py:927] (5/8) Epoch 11, batch 22350, giga_loss[loss=0.1967, simple_loss=0.2745, pruned_loss=0.05942, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03437, over 39.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2971, pruned_loss=0.06592, over 2471402.68 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05943, over 15766.17 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.297, pruned_loss=0.06976, over 2466312.26 frames. utt_duration=1188 frames, utt_pad_proportion=0.07872, over 8317.86 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.066, over 2472244.09 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05883, over 16702.99 utterances.], batch size: 39, lr: 3.33e-04
2022-08-27 22:25:25,819 INFO [train.py:927] (5/8) Epoch 11, batch 22400, giga_loss[loss=0.1746, simple_loss=0.267, pruned_loss=0.04112, over 12398.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02901, over 58.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2947, pruned_loss=0.06504, over 2471449.05 frames. utt_duration=641 frames, utt_pad_proportion=0.05672, over 15457.99 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2972, pruned_loss=0.06995, over 2466451.44 frames. utt_duration=1190 frames, utt_pad_proportion=0.07734, over 8299.80 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2952, pruned_loss=0.06478, over 2472147.92 frames. utt_duration=602 frames, utt_pad_proportion=0.05672, over 16465.61 utterances.], batch size: 58, lr: 3.33e-04
2022-08-27 22:27:09,528 INFO [train.py:927] (5/8) Epoch 11, batch 22450, libri_loss[loss=0.2373, simple_loss=0.3057, pruned_loss=0.08444, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006497, over 36.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2915, pruned_loss=0.06335, over 2471879.17 frames. utt_duration=655.7 frames, utt_pad_proportion=0.05381, over 15113.00 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2977, pruned_loss=0.07016, over 2466671.29 frames. utt_duration=1192 frames, utt_pad_proportion=0.07614, over 8284.93 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2913, pruned_loss=0.06283, over 2472309.15 frames. utt_duration=617.5 frames, utt_pad_proportion=0.05435, over 16054.11 utterances.], batch size: 36, lr: 3.33e-04
2022-08-27 22:28:50,048 INFO [train.py:927] (5/8) Epoch 11, batch 22500, giga_loss[loss=0.2195, simple_loss=0.31, pruned_loss=0.06448, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2885, pruned_loss=0.06214, over 2470892.27 frames. utt_duration=660.3 frames, utt_pad_proportion=0.0545, over 15003.46 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2974, pruned_loss=0.07016, over 2466767.05 frames. utt_duration=1198 frames, utt_pad_proportion=0.07521, over 8247.47 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2885, pruned_loss=0.06159, over 2471225.97 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05517, over 15902.05 utterances.], batch size: 183, lr: 3.33e-04
2022-08-27 22:30:30,894 INFO [train.py:927] (5/8) Epoch 11, batch 22550, giga_loss[loss=0.1845, simple_loss=0.2604, pruned_loss=0.05428, over 12459.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04279, over 31.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2897, pruned_loss=0.06225, over 2471477.87 frames. utt_duration=605.1 frames, utt_pad_proportion=0.06012, over 16378.63 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2969, pruned_loss=0.06989, over 2466356.90 frames. utt_duration=1205 frames, utt_pad_proportion=0.07338, over 8194.84 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2899, pruned_loss=0.06179, over 2472241.97 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06089, over 17388.34 utterances.], batch size: 31, lr: 3.33e-04
2022-08-27 22:32:13,027 INFO [train.py:927] (5/8) Epoch 11, batch 22600, giga_loss[loss=0.2003, simple_loss=0.2933, pruned_loss=0.05366, over 12432.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.291, pruned_loss=0.06213, over 2472202.57 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06354, over 17702.43 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2965, pruned_loss=0.06971, over 2466062.92 frames. utt_duration=1210 frames, utt_pad_proportion=0.07265, over 8164.08 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2914, pruned_loss=0.06182, over 2473129.13 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06417, over 18640.56 utterances.], batch size: 105, lr: 3.33e-04
2022-08-27 22:33:53,392 INFO [train.py:927] (5/8) Epoch 11, batch 22650, giga_loss[loss=0.2057, simple_loss=0.284, pruned_loss=0.06375, over 12134.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04302, over 33.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.291, pruned_loss=0.06123, over 2472738.01 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05917, over 17964.90 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2967, pruned_loss=0.06988, over 2466090.67 frames. utt_duration=1212 frames, utt_pad_proportion=0.0713, over 8148.15 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.291, pruned_loss=0.06067, over 2473594.26 frames. utt_duration=524 frames, utt_pad_proportion=0.06029, over 18936.09 utterances.], batch size: 33, lr: 3.33e-04
2022-08-27 22:35:37,287 INFO [train.py:927] (5/8) Epoch 11, batch 22700, giga_loss[loss=0.186, simple_loss=0.2623, pruned_loss=0.05487, over 12399.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02593, over 48.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2912, pruned_loss=0.06135, over 2473130.11 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05743, over 17603.00 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2969, pruned_loss=0.06998, over 2466043.26 frames. utt_duration=1203 frames, utt_pad_proportion=0.07444, over 8207.32 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2909, pruned_loss=0.06066, over 2473975.28 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05697, over 18493.20 utterances.], batch size: 48, lr: 3.33e-04
2022-08-27 22:37:21,259 INFO [train.py:927] (5/8) Epoch 11, batch 22750, giga_loss[loss=0.2091, simple_loss=0.2988, pruned_loss=0.05969, over 12379.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03113, over 62.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2933, pruned_loss=0.0626, over 2473704.11 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05754, over 17578.54 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2975, pruned_loss=0.07022, over 2466364.05 frames. utt_duration=1196 frames, utt_pad_proportion=0.07701, over 8259.80 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2925, pruned_loss=0.06156, over 2474335.92 frames. utt_duration=535 frames, utt_pad_proportion=0.05588, over 18552.85 utterances.], batch size: 62, lr: 3.33e-04
2022-08-27 22:39:02,142 INFO [train.py:927] (5/8) Epoch 11, batch 22800, giga_loss[loss=0.2312, simple_loss=0.3111, pruned_loss=0.07561, over 12467.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.0297, over 55.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2953, pruned_loss=0.06366, over 2473579.54 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05563, over 17083.26 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2975, pruned_loss=0.07029, over 2466316.84 frames. utt_duration=1195 frames, utt_pad_proportion=0.07695, over 8264.04 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2945, pruned_loss=0.06268, over 2474215.68 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05423, over 17967.71 utterances.], batch size: 55, lr: 3.33e-04
2022-08-27 22:40:44,409 INFO [train.py:927] (5/8) Epoch 11, batch 22850, libri_loss[loss=0.1801, simple_loss=0.2565, pruned_loss=0.05184, over 12209.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007936, over 29.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2961, pruned_loss=0.06419, over 2473600.27 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05579, over 16977.98 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2969, pruned_loss=0.07012, over 2466086.09 frames. utt_duration=1205 frames, utt_pad_proportion=0.07514, over 8198.60 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2959, pruned_loss=0.06337, over 2474553.02 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05515, over 18019.78 utterances.], batch size: 29, lr: 3.33e-04
2022-08-27 22:42:26,356 INFO [train.py:927] (5/8) Epoch 11, batch 22900, libri_loss[loss=0.238, simple_loss=0.3171, pruned_loss=0.07951, over 12463.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00856, over 39.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2963, pruned_loss=0.06402, over 2473851.37 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05558, over 16703.15 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2968, pruned_loss=0.07002, over 2466223.21 frames. utt_duration=1209 frames, utt_pad_proportion=0.07402, over 8171.90 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2963, pruned_loss=0.06334, over 2474620.69 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05545, over 17714.94 utterances.], batch size: 39, lr: 3.33e-04
2022-08-27 22:44:09,275 INFO [train.py:927] (5/8) Epoch 11, batch 22950, giga_loss[loss=0.1743, simple_loss=0.2599, pruned_loss=0.04431, over 12338.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02795, over 48.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2947, pruned_loss=0.06334, over 2473639.63 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06093, over 17008.68 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.297, pruned_loss=0.0701, over 2466208.35 frames. utt_duration=1209 frames, utt_pad_proportion=0.07357, over 8166.80 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2944, pruned_loss=0.06258, over 2474420.53 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06058, over 18015.17 utterances.], batch size: 48, lr: 3.33e-04
2022-08-27 22:45:49,963 INFO [train.py:927] (5/8) Epoch 11, batch 23000, libri_loss[loss=0.2623, simple_loss=0.3536, pruned_loss=0.08549, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007299, over 37.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2949, pruned_loss=0.06267, over 2473910.78 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06115, over 17461.80 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2976, pruned_loss=0.07032, over 2466579.67 frames. utt_duration=1201 frames, utt_pad_proportion=0.07656, over 8224.69 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.294, pruned_loss=0.06164, over 2474359.16 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05937, over 18426.30 utterances.], batch size: 37, lr: 3.33e-04
2022-08-27 22:47:29,466 INFO [train.py:927] (5/8) Epoch 11, batch 23050, giga_loss[loss=0.2305, simple_loss=0.3051, pruned_loss=0.07797, over 12349.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1838, over 360.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.295, pruned_loss=0.06193, over 2474488.41 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06404, over 18002.87 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2985, pruned_loss=0.07066, over 2466753.23 frames. utt_duration=1200 frames, utt_pad_proportion=0.07583, over 8236.24 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2936, pruned_loss=0.06073, over 2474783.10 frames. utt_duration=526 frames, utt_pad_proportion=0.06271, over 18872.27 utterances.], batch size: 360, lr: 3.33e-04
2022-08-27 22:49:09,078 INFO [train.py:927] (5/8) Epoch 11, batch 23100, giga_loss[loss=0.1771, simple_loss=0.2594, pruned_loss=0.04737, over 12465.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02975, over 75.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2933, pruned_loss=0.06199, over 2474056.31 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06403, over 18292.58 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.298, pruned_loss=0.07053, over 2466630.04 frames. utt_duration=1204 frames, utt_pad_proportion=0.07469, over 8207.73 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2925, pruned_loss=0.06095, over 2474569.31 frames. utt_duration=516.4 frames, utt_pad_proportion=0.0633, over 19224.18 utterances.], batch size: 75, lr: 3.33e-04
2022-08-27 22:50:49,415 INFO [train.py:927] (5/8) Epoch 11, batch 23150, giga_loss[loss=0.1943, simple_loss=0.2833, pruned_loss=0.0527, over 12466.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02978, over 55.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2904, pruned_loss=0.06167, over 2473897.68 frames. utt_duration=561.2 frames, utt_pad_proportion=0.0622, over 17679.48 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2976, pruned_loss=0.07037, over 2466745.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07466, over 8207.80 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.29, pruned_loss=0.06088, over 2474289.90 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06162, over 18544.74 utterances.], batch size: 55, lr: 3.33e-04
2022-08-27 22:52:30,746 INFO [train.py:927] (5/8) Epoch 11, batch 23200, giga_loss[loss=0.1969, simple_loss=0.2827, pruned_loss=0.05552, over 12345.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2881, pruned_loss=0.06089, over 2474045.35 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05876, over 17150.01 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2978, pruned_loss=0.07041, over 2467122.12 frames. utt_duration=1206 frames, utt_pad_proportion=0.07304, over 8191.75 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2873, pruned_loss=0.05998, over 2474208.12 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05894, over 18100.53 utterances.], batch size: 97, lr: 3.33e-04
2022-08-27 22:54:12,054 INFO [train.py:927] (5/8) Epoch 11, batch 23250, giga_loss[loss=0.1771, simple_loss=0.2609, pruned_loss=0.04668, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02788, over 48.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2844, pruned_loss=0.05936, over 2474030.65 frames. utt_duration=582 frames, utt_pad_proportion=0.05748, over 17048.42 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.298, pruned_loss=0.0704, over 2466895.01 frames. utt_duration=1208 frames, utt_pad_proportion=0.07165, over 8177.07 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2833, pruned_loss=0.05836, over 2474555.63 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05812, over 18071.03 utterances.], batch size: 48, lr: 3.33e-04
2022-08-27 22:55:51,965 INFO [train.py:927] (5/8) Epoch 11, batch 23300, giga_loss[loss=0.1833, simple_loss=0.2778, pruned_loss=0.04437, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2842, pruned_loss=0.05939, over 2473750.59 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05946, over 16925.39 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2981, pruned_loss=0.0703, over 2466814.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.07004, over 8156.19 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2828, pruned_loss=0.05833, over 2474473.10 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06037, over 18051.39 utterances.], batch size: 70, lr: 3.33e-04
2022-08-27 22:57:33,089 INFO [train.py:927] (5/8) Epoch 11, batch 23350, giga_loss[loss=0.213, simple_loss=0.2989, pruned_loss=0.06355, over 12436.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04183, over 114.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2871, pruned_loss=0.06066, over 2474063.08 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06447, over 17894.15 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2978, pruned_loss=0.07011, over 2467087.65 frames. utt_duration=1216 frames, utt_pad_proportion=0.06853, over 8128.00 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2859, pruned_loss=0.05971, over 2474581.28 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06542, over 19082.08 utterances.], batch size: 114, lr: 3.33e-04
2022-08-27 22:59:13,903 INFO [train.py:927] (5/8) Epoch 11, batch 23400, giga_loss[loss=0.2249, simple_loss=0.2998, pruned_loss=0.07504, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03172, over 42.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2894, pruned_loss=0.0612, over 2473504.90 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06036, over 17551.19 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.298, pruned_loss=0.07021, over 2467188.76 frames. utt_duration=1218 frames, utt_pad_proportion=0.06771, over 8113.15 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2882, pruned_loss=0.06025, over 2473915.70 frames. utt_duration=533 frames, utt_pad_proportion=0.06163, over 18618.41 utterances.], batch size: 42, lr: 3.33e-04
2022-08-27 23:01:00,489 INFO [train.py:927] (5/8) Epoch 11, batch 23450, giga_loss[loss=0.3512, simple_loss=0.3892, pruned_loss=0.1566, over 12389.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2925, pruned_loss=0.0633, over 2473698.37 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06327, over 17895.38 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2976, pruned_loss=0.06994, over 2467300.53 frames. utt_duration=1222 frames, utt_pad_proportion=0.06698, over 8087.61 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2917, pruned_loss=0.06267, over 2474009.32 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06437, over 18893.46 utterances.], batch size: 258, lr: 3.33e-04
2022-08-27 23:02:46,161 INFO [train.py:927] (5/8) Epoch 11, batch 23500, giga_loss[loss=0.2897, simple_loss=0.3616, pruned_loss=0.1089, over 12429.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06154, over 183.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2995, pruned_loss=0.06724, over 2474045.36 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05978, over 18227.07 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2974, pruned_loss=0.06975, over 2467170.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06645, over 8086.22 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.299, pruned_loss=0.0668, over 2474572.99 frames. utt_duration=516 frames, utt_pad_proportion=0.06096, over 19239.33 utterances.], batch size: 183, lr: 3.33e-04
2022-08-27 23:04:29,175 INFO [train.py:927] (5/8) Epoch 11, batch 23550, giga_loss[loss=0.2738, simple_loss=0.358, pruned_loss=0.09482, over 12373.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02685, over 66.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3067, pruned_loss=0.07263, over 2474949.20 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06268, over 19290.58 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2975, pruned_loss=0.06973, over 2467209.90 frames. utt_duration=1220 frames, utt_pad_proportion=0.06597, over 8095.88 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3064, pruned_loss=0.07228, over 2475486.84 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06356, over 20314.70 utterances.], batch size: 66, lr: 3.33e-04
2022-08-27 23:06:13,774 INFO [train.py:927] (5/8) Epoch 11, batch 23600, giga_loss[loss=0.2372, simple_loss=0.3205, pruned_loss=0.07693, over 12468.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02976, over 55.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3128, pruned_loss=0.07745, over 2475529.74 frames. utt_duration=497.2 frames, utt_pad_proportion=0.0654, over 19976.24 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2971, pruned_loss=0.06947, over 2467446.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.06561, over 8086.65 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3131, pruned_loss=0.07748, over 2475908.14 frames. utt_duration=472 frames, utt_pad_proportion=0.06606, over 21048.88 utterances.], batch size: 55, lr: 3.33e-04
2022-08-27 23:07:59,520 INFO [train.py:927] (5/8) Epoch 11, batch 23650, libri_loss[loss=0.1779, simple_loss=0.2561, pruned_loss=0.04988, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.008813, over 28.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3173, pruned_loss=0.0818, over 2474741.62 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07818, over 21301.72 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2972, pruned_loss=0.06945, over 2467079.10 frames. utt_duration=1215 frames, utt_pad_proportion=0.06899, over 8131.11 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3179, pruned_loss=0.08215, over 2475603.41 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07692, over 22467.43 utterances.], batch size: 28, lr: 3.33e-04
2022-08-27 23:09:47,346 INFO [train.py:927] (5/8) Epoch 11, batch 23700, giga_loss[loss=0.2416, simple_loss=0.3199, pruned_loss=0.08162, over 12451.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.03112, over 55.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3213, pruned_loss=0.08533, over 2475085.97 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08144, over 21690.06 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2966, pruned_loss=0.06929, over 2466844.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06809, over 8084.31 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3228, pruned_loss=0.08603, over 2476135.30 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08067, over 22948.91 utterances.], batch size: 55, lr: 3.33e-04
2022-08-27 23:11:37,442 INFO [train.py:927] (5/8) Epoch 11, batch 23750, giga_loss[loss=0.2263, simple_loss=0.2943, pruned_loss=0.07914, over 12383.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05082, over 34.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3222, pruned_loss=0.08669, over 2474505.18 frames. utt_duration=470.1 frames, utt_pad_proportion=0.08316, over 21120.34 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2967, pruned_loss=0.06927, over 2467132.31 frames. utt_duration=1223 frames, utt_pad_proportion=0.06746, over 8080.98 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3236, pruned_loss=0.08749, over 2475190.67 frames. utt_duration=445.7 frames, utt_pad_proportion=0.08269, over 22287.90 utterances.], batch size: 34, lr: 3.33e-04
2022-08-27 23:13:20,815 INFO [train.py:927] (5/8) Epoch 11, batch 23800, giga_loss[loss=0.2428, simple_loss=0.3223, pruned_loss=0.08162, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.04064, over 105.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3232, pruned_loss=0.08707, over 2474248.65 frames. utt_duration=462.7 frames, utt_pad_proportion=0.08197, over 21456.39 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2967, pruned_loss=0.06913, over 2466995.72 frames. utt_duration=1226 frames, utt_pad_proportion=0.06673, over 8056.87 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3247, pruned_loss=0.08805, over 2475010.17 frames. utt_duration=440 frames, utt_pad_proportion=0.08196, over 22576.21 utterances.], batch size: 105, lr: 3.33e-04
2022-08-27 23:15:04,686 INFO [train.py:927] (5/8) Epoch 11, batch 23850, giga_loss[loss=0.3208, simple_loss=0.3548, pruned_loss=0.1434, over 12337.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.211, over 372.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3231, pruned_loss=0.08687, over 2474237.70 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07983, over 20802.09 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.296, pruned_loss=0.06886, over 2467094.56 frames. utt_duration=1233 frames, utt_pad_proportion=0.06441, over 8014.77 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3267, pruned_loss=0.08915, over 2475252.51 frames. utt_duration=438.8 frames, utt_pad_proportion=0.081, over 22638.27 utterances.], batch size: 372, lr: 3.33e-04
2022-08-27 23:16:53,003 INFO [train.py:927] (5/8) Epoch 11, batch 23900, giga_loss[loss=0.2541, simple_loss=0.3378, pruned_loss=0.08515, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04187, over 113.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3221, pruned_loss=0.08569, over 2473779.74 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07869, over 21006.31 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2959, pruned_loss=0.0689, over 2466937.71 frames. utt_duration=1232 frames, utt_pad_proportion=0.0641, over 8016.15 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3256, pruned_loss=0.08786, over 2474863.81 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07993, over 22755.77 utterances.], batch size: 113, lr: 3.32e-04
2022-08-27 23:18:39,195 INFO [train.py:927] (5/8) Epoch 11, batch 23950, libri_loss[loss=0.2206, simple_loss=0.3011, pruned_loss=0.07007, over 12299.00 frames. utt_duration=966 frames, utt_pad_proportion=0.05844, over 51.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3205, pruned_loss=0.08402, over 2472863.48 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07931, over 21133.56 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2957, pruned_loss=0.06885, over 2466536.85 frames. utt_duration=1234 frames, utt_pad_proportion=0.06329, over 8007.31 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3245, pruned_loss=0.0864, over 2474332.24 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08067, over 23034.98 utterances.], batch size: 51, lr: 3.32e-04
2022-08-27 23:20:26,019 INFO [train.py:927] (5/8) Epoch 11, batch 24000, giga_loss[loss=0.2402, simple_loss=0.3205, pruned_loss=0.07999, over 12382.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03028, over 58.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3188, pruned_loss=0.08268, over 2473578.48 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07561, over 20998.98 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2956, pruned_loss=0.0688, over 2466671.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.0624, over 7993.25 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3227, pruned_loss=0.08494, over 2474796.22 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07736, over 22836.24 utterances.], batch size: 58, lr: 3.32e-04
2022-08-27 23:20:26,020 INFO [train.py:958] (5/8) Computing validation loss
2022-08-27 23:20:39,627 INFO [train.py:967] (5/8) 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 23:22:27,111 INFO [train.py:927] (5/8) Epoch 11, batch 24050, giga_loss[loss=0.2245, simple_loss=0.3107, pruned_loss=0.06913, over 12300.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03353, over 51.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3182, pruned_loss=0.08251, over 2473919.90 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07746, over 21288.20 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2957, pruned_loss=0.06883, over 2467034.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06133, over 8001.58 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.322, pruned_loss=0.08474, over 2474802.96 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07915, over 23171.34 utterances.], batch size: 51, lr: 3.32e-04
2022-08-27 23:24:18,268 INFO [train.py:927] (5/8) Epoch 11, batch 24100, giga_loss[loss=0.2461, simple_loss=0.3292, pruned_loss=0.08156, over 12450.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03374, over 105.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3172, pruned_loss=0.08034, over 2473836.59 frames. utt_duration=492.7 frames, utt_pad_proportion=0.0723, over 20142.95 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2957, pruned_loss=0.06885, over 2467143.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.06111, over 7993.57 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3202, pruned_loss=0.08213, over 2474451.89 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07416, over 21684.34 utterances.], batch size: 105, lr: 3.32e-04
2022-08-27 23:26:03,734 INFO [train.py:927] (5/8) Epoch 11, batch 24150, giga_loss[loss=0.239, simple_loss=0.3278, pruned_loss=0.07507, over 12380.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3175, pruned_loss=0.0789, over 2473015.96 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06949, over 19232.47 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2961, pruned_loss=0.06896, over 2466685.05 frames. utt_duration=1238 frames, utt_pad_proportion=0.0606, over 7982.36 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3203, pruned_loss=0.08058, over 2474187.19 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07151, over 20863.25 utterances.], batch size: 66, lr: 3.32e-04
2022-08-27 23:27:51,001 INFO [train.py:927] (5/8) Epoch 11, batch 24200, giga_loss[loss=0.2484, simple_loss=0.3293, pruned_loss=0.08378, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3167, pruned_loss=0.079, over 2473074.53 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06777, over 19271.52 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2955, pruned_loss=0.06857, over 2466490.10 frames. utt_duration=1245 frames, utt_pad_proportion=0.05892, over 7932.77 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3202, pruned_loss=0.08106, over 2474432.20 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07021, over 21038.06 utterances.], batch size: 123, lr: 3.32e-04
2022-08-27 23:29:35,963 INFO [train.py:927] (5/8) Epoch 11, batch 24250, giga_loss[loss=0.2252, simple_loss=0.3014, pruned_loss=0.07455, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0444, over 146.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3154, pruned_loss=0.07922, over 2473650.70 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06616, over 19516.95 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2956, pruned_loss=0.06863, over 2466830.06 frames. utt_duration=1244 frames, utt_pad_proportion=0.05883, over 7941.83 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3185, pruned_loss=0.08099, over 2474541.89 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06831, over 21114.91 utterances.], batch size: 146, lr: 3.32e-04
2022-08-27 23:31:19,155 INFO [train.py:927] (5/8) Epoch 11, batch 24300, giga_loss[loss=0.2091, simple_loss=0.3016, pruned_loss=0.05833, over 12445.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03462, over 43.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3146, pruned_loss=0.07829, over 2473514.66 frames. utt_duration=507 frames, utt_pad_proportion=0.0696, over 19569.74 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2954, pruned_loss=0.06859, over 2466862.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.059, over 7948.68 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3175, pruned_loss=0.07987, over 2474307.71 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07109, over 20983.58 utterances.], batch size: 43, lr: 3.32e-04
2022-08-27 23:33:03,724 INFO [train.py:927] (5/8) Epoch 11, batch 24350, giga_loss[loss=0.2454, simple_loss=0.3254, pruned_loss=0.0827, over 12428.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3143, pruned_loss=0.07748, over 2473733.52 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06898, over 19874.61 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2955, pruned_loss=0.06854, over 2466923.30 frames. utt_duration=1243 frames, utt_pad_proportion=0.05834, over 7947.82 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3168, pruned_loss=0.07894, over 2474428.01 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07045, over 21201.42 utterances.], batch size: 161, lr: 3.32e-04
2022-08-27 23:34:46,706 INFO [train.py:927] (5/8) Epoch 11, batch 24400, libri_loss[loss=0.238, simple_loss=0.3144, pruned_loss=0.08081, over 12222.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03046, over 45.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3117, pruned_loss=0.07668, over 2473232.36 frames. utt_duration=510 frames, utt_pad_proportion=0.06663, over 19451.60 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2949, pruned_loss=0.06832, over 2466779.87 frames. utt_duration=1252 frames, utt_pad_proportion=0.05708, over 7892.11 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.315, pruned_loss=0.07838, over 2474208.70 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06856, over 21018.99 utterances.], batch size: 45, lr: 3.32e-04
2022-08-27 23:36:31,528 INFO [train.py:927] (5/8) Epoch 11, batch 24450, giga_loss[loss=0.2268, simple_loss=0.3091, pruned_loss=0.0722, over 12370.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03418, over 104.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3118, pruned_loss=0.07756, over 2473883.88 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0726, over 20154.24 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2952, pruned_loss=0.06843, over 2466952.27 frames. utt_duration=1242 frames, utt_pad_proportion=0.06035, over 7956.53 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3144, pruned_loss=0.07898, over 2474637.64 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07277, over 21569.39 utterances.], batch size: 104, lr: 3.32e-04
2022-08-27 23:38:17,489 INFO [train.py:927] (5/8) Epoch 11, batch 24500, libri_loss[loss=0.2153, simple_loss=0.297, pruned_loss=0.06684, over 12404.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008086, over 38.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3106, pruned_loss=0.07706, over 2474490.69 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07607, over 20106.90 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.296, pruned_loss=0.06902, over 2467215.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.06813, over 8124.88 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3125, pruned_loss=0.07799, over 2475101.95 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07365, over 21548.76 utterances.], batch size: 38, lr: 3.32e-04
2022-08-27 23:40:02,159 INFO [train.py:927] (5/8) Epoch 11, batch 24550, giga_loss[loss=0.2088, simple_loss=0.309, pruned_loss=0.05427, over 12282.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02649, over 54.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3111, pruned_loss=0.07689, over 2474586.16 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07231, over 20431.25 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2962, pruned_loss=0.06912, over 2467565.59 frames. utt_duration=1216 frames, utt_pad_proportion=0.06762, over 8130.01 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3127, pruned_loss=0.07763, over 2474860.91 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07083, over 21723.51 utterances.], batch size: 54, lr: 3.32e-04
2022-08-27 23:41:43,603 INFO [train.py:927] (5/8) Epoch 11, batch 24600, giga_loss[loss=0.244, simple_loss=0.3268, pruned_loss=0.08061, over 12368.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03128, over 51.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3114, pruned_loss=0.07651, over 2474242.03 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06977, over 20077.33 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2963, pruned_loss=0.06918, over 2467458.13 frames. utt_duration=1218 frames, utt_pad_proportion=0.06663, over 8113.56 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3127, pruned_loss=0.07717, over 2474689.62 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06906, over 21331.55 utterances.], batch size: 51, lr: 3.32e-04
2022-08-27 23:43:27,657 INFO [train.py:927] (5/8) Epoch 11, batch 24650, giga_loss[loss=0.241, simple_loss=0.3199, pruned_loss=0.08102, over 12363.00 frames. utt_duration=799 frames, utt_pad_proportion=0.02804, over 62.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.313, pruned_loss=0.07766, over 2474275.43 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07413, over 20379.22 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2963, pruned_loss=0.06918, over 2467451.29 frames. utt_duration=1218 frames, utt_pad_proportion=0.06624, over 8110.40 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3143, pruned_loss=0.07824, over 2474698.51 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07352, over 21477.71 utterances.], batch size: 62, lr: 3.32e-04
2022-08-27 23:45:13,065 INFO [train.py:927] (5/8) Epoch 11, batch 24700, giga_loss[loss=0.2579, simple_loss=0.3358, pruned_loss=0.08997, over 12371.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3132, pruned_loss=0.07862, over 2473797.13 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07072, over 19700.86 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.296, pruned_loss=0.06904, over 2467300.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.0653, over 8077.43 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.0794, over 2474391.09 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07078, over 20832.32 utterances.], batch size: 58, lr: 3.32e-04
2022-08-27 23:46:54,084 INFO [train.py:927] (5/8) Epoch 11, batch 24750, libri_loss[loss=0.1956, simple_loss=0.2839, pruned_loss=0.05371, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006415, over 31.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.313, pruned_loss=0.0794, over 2473950.77 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06747, over 19445.92 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2956, pruned_loss=0.06883, over 2467056.32 frames. utt_duration=1230 frames, utt_pad_proportion=0.06392, over 8035.97 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.08061, over 2474915.55 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06822, over 20830.70 utterances.], batch size: 31, lr: 3.32e-04
2022-08-27 23:48:34,938 INFO [train.py:927] (5/8) Epoch 11, batch 24800, giga_loss[loss=0.2831, simple_loss=0.3514, pruned_loss=0.1074, over 12366.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06036, over 182.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3129, pruned_loss=0.07871, over 2473440.60 frames. utt_duration=505.7 frames, utt_pad_proportion=0.068, over 19621.23 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2958, pruned_loss=0.06877, over 2466849.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.06346, over 8020.65 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3146, pruned_loss=0.07982, over 2474459.59 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06875, over 20834.06 utterances.], batch size: 182, lr: 3.32e-04
2022-08-27 23:50:16,983 INFO [train.py:927] (5/8) Epoch 11, batch 24850, giga_loss[loss=0.1934, simple_loss=0.281, pruned_loss=0.05284, over 12352.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02919, over 91.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07673, over 2472800.69 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06421, over 19254.09 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2954, pruned_loss=0.06855, over 2466163.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.0622, over 7974.66 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3138, pruned_loss=0.07805, over 2474425.31 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06552, over 20592.59 utterances.], batch size: 91, lr: 3.32e-04
2022-08-27 23:52:03,271 INFO [train.py:927] (5/8) Epoch 11, batch 24900, giga_loss[loss=0.2409, simple_loss=0.3196, pruned_loss=0.08111, over 12424.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3096, pruned_loss=0.07653, over 2473835.26 frames. utt_duration=495.3 frames, utt_pad_proportion=0.0683, over 20037.29 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2952, pruned_loss=0.0685, over 2466379.86 frames. utt_duration=1241 frames, utt_pad_proportion=0.06174, over 7961.94 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.0777, over 2474981.69 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06925, over 21207.86 utterances.], batch size: 183, lr: 3.32e-04
2022-08-27 23:53:44,696 INFO [train.py:927] (5/8) Epoch 11, batch 24950, giga_loss[loss=0.2096, simple_loss=0.2996, pruned_loss=0.05974, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03296, over 62.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3113, pruned_loss=0.07763, over 2474154.33 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06821, over 19935.51 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2953, pruned_loss=0.06878, over 2466537.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.06074, over 7945.45 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07863, over 2475208.90 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06946, over 21345.98 utterances.], batch size: 62, lr: 3.32e-04
2022-08-27 23:55:30,252 INFO [train.py:927] (5/8) Epoch 11, batch 25000, giga_loss[loss=0.234, simple_loss=0.3074, pruned_loss=0.08024, over 12389.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02691, over 48.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3149, pruned_loss=0.07858, over 2474651.25 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07272, over 21005.89 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2953, pruned_loss=0.06878, over 2466635.64 frames. utt_duration=1234 frames, utt_pad_proportion=0.06369, over 8002.11 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3171, pruned_loss=0.07965, over 2475599.04 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07259, over 22414.32 utterances.], batch size: 48, lr: 3.32e-04
2022-08-27 23:57:13,591 INFO [train.py:927] (5/8) Epoch 11, batch 25050, giga_loss[loss=0.2014, simple_loss=0.2916, pruned_loss=0.05564, over 12447.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04263, over 34.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3175, pruned_loss=0.08016, over 2475232.58 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07326, over 21071.38 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2959, pruned_loss=0.06893, over 2467155.86 frames. utt_duration=1225 frames, utt_pad_proportion=0.0663, over 8068.17 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3193, pruned_loss=0.08118, over 2475736.86 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07251, over 22504.09 utterances.], batch size: 34, lr: 3.32e-04
2022-08-27 23:59:02,315 INFO [train.py:927] (5/8) Epoch 11, batch 25100, giga_loss[loss=0.1916, simple_loss=0.2836, pruned_loss=0.0498, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02817, over 66.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3167, pruned_loss=0.07999, over 2475091.18 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07266, over 21036.83 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2954, pruned_loss=0.06858, over 2467097.36 frames. utt_duration=1230 frames, utt_pad_proportion=0.06561, over 8035.96 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3189, pruned_loss=0.08129, over 2475701.51 frames. utt_duration=443 frames, utt_pad_proportion=0.07234, over 22426.29 utterances.], batch size: 66, lr: 3.32e-04
2022-08-28 00:00:46,347 INFO [train.py:927] (5/8) Epoch 11, batch 25150, giga_loss[loss=0.2108, simple_loss=0.2963, pruned_loss=0.06265, over 12340.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3143, pruned_loss=0.07928, over 2475176.97 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07317, over 20797.42 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.295, pruned_loss=0.06852, over 2467273.99 frames. utt_duration=1233 frames, utt_pad_proportion=0.06473, over 8011.33 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3168, pruned_loss=0.08058, over 2475664.34 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07322, over 22153.49 utterances.], batch size: 58, lr: 3.32e-04
2022-08-28 00:02:31,319 INFO [train.py:927] (5/8) Epoch 11, batch 25200, libri_loss[loss=0.216, simple_loss=0.3003, pruned_loss=0.06586, over 12160.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005089, over 35.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3144, pruned_loss=0.0802, over 2475367.44 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07348, over 20987.98 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2952, pruned_loss=0.06865, over 2467145.82 frames. utt_duration=1234 frames, utt_pad_proportion=0.06377, over 8005.12 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3165, pruned_loss=0.08132, over 2476030.10 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07387, over 22295.17 utterances.], batch size: 35, lr: 3.32e-04
2022-08-28 00:04:14,441 INFO [train.py:927] (5/8) Epoch 11, batch 25250, giga_loss[loss=0.2224, simple_loss=0.2997, pruned_loss=0.07252, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0268, over 45.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.314, pruned_loss=0.08073, over 2475400.02 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07471, over 21335.94 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.295, pruned_loss=0.06852, over 2466948.46 frames. utt_duration=1239 frames, utt_pad_proportion=0.06235, over 7974.40 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3163, pruned_loss=0.08204, over 2476318.82 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07547, over 22752.27 utterances.], batch size: 45, lr: 3.32e-04
2022-08-28 00:05:55,758 INFO [train.py:927] (5/8) Epoch 11, batch 25300, giga_loss[loss=0.2457, simple_loss=0.331, pruned_loss=0.08018, over 12329.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03421, over 58.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3125, pruned_loss=0.0795, over 2474871.05 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07122, over 20382.87 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2947, pruned_loss=0.06829, over 2466877.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.06471, over 8004.66 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08119, over 2475996.33 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07141, over 21974.79 utterances.], batch size: 58, lr: 3.32e-04
2022-08-28 00:07:38,166 INFO [train.py:927] (5/8) Epoch 11, batch 25350, giga_loss[loss=0.3587, simple_loss=0.3933, pruned_loss=0.162, over 12362.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09867, over 256.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3143, pruned_loss=0.08021, over 2474106.46 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07176, over 20248.90 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2949, pruned_loss=0.06855, over 2467106.99 frames. utt_duration=1221 frames, utt_pad_proportion=0.06855, over 8093.69 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3169, pruned_loss=0.08163, over 2475015.64 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07074, over 21756.00 utterances.], batch size: 256, lr: 3.32e-04
2022-08-28 00:09:24,441 INFO [train.py:927] (5/8) Epoch 11, batch 25400, giga_loss[loss=0.2338, simple_loss=0.3227, pruned_loss=0.07249, over 12365.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03128, over 62.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3159, pruned_loss=0.08123, over 2474135.28 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07216, over 20649.68 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2949, pruned_loss=0.06862, over 2466721.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06775, over 8076.66 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3185, pruned_loss=0.08264, over 2475389.33 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07167, over 22207.50 utterances.], batch size: 62, lr: 3.32e-04
2022-08-28 00:11:09,627 INFO [train.py:927] (5/8) Epoch 11, batch 25450, libri_loss[loss=0.2404, simple_loss=0.308, pruned_loss=0.08642, over 12380.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009371, over 38.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3191, pruned_loss=0.08186, over 2473859.74 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07675, over 21242.75 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2949, pruned_loss=0.06874, over 2466720.57 frames. utt_duration=1223 frames, utt_pad_proportion=0.0673, over 8075.64 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3217, pruned_loss=0.08316, over 2475015.25 frames. utt_duration=436 frames, utt_pad_proportion=0.07631, over 22784.39 utterances.], batch size: 38, lr: 3.32e-04
2022-08-28 00:12:53,491 INFO [train.py:927] (5/8) Epoch 11, batch 25500, libri_loss[loss=0.19, simple_loss=0.268, pruned_loss=0.05595, over 12221.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005387, over 31.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08218, over 2474198.89 frames. utt_duration=479 frames, utt_pad_proportion=0.07506, over 20726.12 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06836, over 2466846.26 frames. utt_duration=1229 frames, utt_pad_proportion=0.06614, over 8037.07 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.323, pruned_loss=0.08388, over 2475201.64 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07525, over 22287.50 utterances.], batch size: 31, lr: 3.32e-04
2022-08-28 00:14:37,399 INFO [train.py:927] (5/8) Epoch 11, batch 25550, giga_loss[loss=0.2329, simple_loss=0.3093, pruned_loss=0.07823, over 12386.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.02964, over 51.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3221, pruned_loss=0.08517, over 2473711.13 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08327, over 22106.30 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.295, pruned_loss=0.06857, over 2466864.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.06624, over 8085.15 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3248, pruned_loss=0.08675, over 2474689.25 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08303, over 23669.09 utterances.], batch size: 51, lr: 3.32e-04
2022-08-28 00:16:20,078 INFO [train.py:927] (5/8) Epoch 11, batch 25600, giga_loss[loss=0.2154, simple_loss=0.305, pruned_loss=0.06294, over 12266.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02948, over 42.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3218, pruned_loss=0.08403, over 2474428.99 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08352, over 22334.51 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2949, pruned_loss=0.06856, over 2466848.95 frames. utt_duration=1224 frames, utt_pad_proportion=0.06546, over 8073.90 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3244, pruned_loss=0.08551, over 2475315.86 frames. utt_duration=418.1 frames, utt_pad_proportion=0.08363, over 23767.67 utterances.], batch size: 42, lr: 3.32e-04
2022-08-28 00:18:04,900 INFO [train.py:927] (5/8) Epoch 11, batch 25650, giga_loss[loss=0.2174, simple_loss=0.2999, pruned_loss=0.0674, over 12407.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0432, over 31.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3207, pruned_loss=0.08185, over 2474631.68 frames. utt_duration=482 frames, utt_pad_proportion=0.07867, over 20599.75 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2948, pruned_loss=0.0684, over 2466820.70 frames. utt_duration=1227 frames, utt_pad_proportion=0.06446, over 8052.71 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3237, pruned_loss=0.08362, over 2475603.62 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0796, over 22192.60 utterances.], batch size: 31, lr: 3.31e-04
2022-08-28 00:19:47,974 INFO [train.py:927] (5/8) Epoch 11, batch 25700, giga_loss[loss=0.2029, simple_loss=0.2883, pruned_loss=0.05878, over 12417.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3208, pruned_loss=0.0827, over 2474860.12 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07801, over 20675.24 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.295, pruned_loss=0.06854, over 2467296.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.06357, over 8068.37 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3236, pruned_loss=0.08432, over 2475375.53 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07922, over 22219.44 utterances.], batch size: 75, lr: 3.31e-04
2022-08-28 00:21:33,583 INFO [train.py:927] (5/8) Epoch 11, batch 25750, libri_loss[loss=0.2251, simple_loss=0.3042, pruned_loss=0.073, over 12300.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007856, over 36.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3204, pruned_loss=0.0838, over 2474507.94 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08446, over 22512.64 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2949, pruned_loss=0.06855, over 2467197.38 frames. utt_duration=1228 frames, utt_pad_proportion=0.06289, over 8045.49 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.323, pruned_loss=0.08528, over 2475099.48 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08528, over 23945.63 utterances.], batch size: 36, lr: 3.31e-04
2022-08-28 00:23:18,920 INFO [train.py:927] (5/8) Epoch 11, batch 25800, giga_loss[loss=0.2865, simple_loss=0.3362, pruned_loss=0.1184, over 12398.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07817, over 213.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3178, pruned_loss=0.083, over 2473706.04 frames. utt_duration=442 frames, utt_pad_proportion=0.08641, over 22461.78 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2951, pruned_loss=0.06869, over 2466696.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.06091, over 8003.13 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3208, pruned_loss=0.08471, over 2474968.72 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08781, over 24313.41 utterances.], batch size: 213, lr: 3.31e-04
2022-08-28 00:24:59,382 INFO [train.py:927] (5/8) Epoch 11, batch 25850, giga_loss[loss=0.2289, simple_loss=0.3106, pruned_loss=0.07358, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04265, over 114.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3162, pruned_loss=0.08225, over 2474374.83 frames. utt_duration=451.1 frames, utt_pad_proportion=0.0818, over 22013.34 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2948, pruned_loss=0.06862, over 2466596.25 frames. utt_duration=1236 frames, utt_pad_proportion=0.06045, over 7990.27 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3193, pruned_loss=0.08395, over 2475601.91 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08351, over 23757.96 utterances.], batch size: 114, lr: 3.31e-04
2022-08-28 00:26:38,620 INFO [train.py:927] (5/8) Epoch 11, batch 25900, giga_loss[loss=0.2387, simple_loss=0.3164, pruned_loss=0.08047, over 12418.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.0525, over 162.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07796, over 2474197.28 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07434, over 21510.96 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.0684, over 2466416.86 frames. utt_duration=1242 frames, utt_pad_proportion=0.05951, over 7952.93 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3158, pruned_loss=0.07976, over 2475520.05 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07663, over 23257.10 utterances.], batch size: 162, lr: 3.31e-04
2022-08-28 00:28:29,235 INFO [train.py:927] (5/8) Epoch 11, batch 25950, giga_loss[loss=0.2187, simple_loss=0.2946, pruned_loss=0.07142, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3117, pruned_loss=0.07798, over 2474303.08 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07469, over 21755.00 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2943, pruned_loss=0.06848, over 2466322.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.05868, over 7920.12 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07951, over 2475575.38 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07684, over 23423.57 utterances.], batch size: 133, lr: 3.31e-04
2022-08-28 00:30:10,648 INFO [train.py:927] (5/8) Epoch 11, batch 26000, giga_loss[loss=0.2072, simple_loss=0.2969, pruned_loss=0.05877, over 12241.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.04823, over 26.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3097, pruned_loss=0.07699, over 2474778.58 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0706, over 20689.01 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2947, pruned_loss=0.06878, over 2466473.51 frames. utt_duration=1237 frames, utt_pad_proportion=0.06177, over 7985.65 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3121, pruned_loss=0.07813, over 2475814.79 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07187, over 22205.84 utterances.], batch size: 26, lr: 3.31e-04
2022-08-28 00:31:52,074 INFO [train.py:927] (5/8) Epoch 11, batch 26050, giga_loss[loss=0.2751, simple_loss=0.3353, pruned_loss=0.1074, over 12352.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2144, over 374.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3111, pruned_loss=0.07756, over 2475721.58 frames. utt_duration=462 frames, utt_pad_proportion=0.07754, over 21502.43 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2952, pruned_loss=0.06904, over 2466625.38 frames. utt_duration=1225 frames, utt_pad_proportion=0.06544, over 8065.41 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3127, pruned_loss=0.07829, over 2476478.79 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07708, over 22737.56 utterances.], batch size: 374, lr: 3.31e-04
2022-08-28 00:33:34,927 INFO [train.py:927] (5/8) Epoch 11, batch 26100, giga_loss[loss=0.2767, simple_loss=0.3328, pruned_loss=0.1103, over 12355.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2103, over 372.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3112, pruned_loss=0.07796, over 2475110.02 frames. utt_duration=458 frames, utt_pad_proportion=0.08029, over 21685.99 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2952, pruned_loss=0.06898, over 2466399.48 frames. utt_duration=1230 frames, utt_pad_proportion=0.06467, over 8032.38 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3127, pruned_loss=0.07873, over 2476076.34 frames. utt_duration=433.5 frames, utt_pad_proportion=0.08005, over 22922.14 utterances.], batch size: 372, lr: 3.31e-04
2022-08-28 00:35:27,460 INFO [train.py:927] (5/8) Epoch 11, batch 26150, giga_loss[loss=0.2419, simple_loss=0.331, pruned_loss=0.07645, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02716, over 45.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3135, pruned_loss=0.07902, over 2474748.49 frames. utt_duration=453.2 frames, utt_pad_proportion=0.08373, over 21913.46 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2959, pruned_loss=0.06947, over 2466639.44 frames. utt_duration=1194 frames, utt_pad_proportion=0.07708, over 8271.41 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3143, pruned_loss=0.07937, over 2475488.67 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07926, over 22983.82 utterances.], batch size: 45, lr: 3.31e-04
2022-08-28 00:36:13,774 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-28 00:38:40,107 INFO [train.py:927] (5/8) Epoch 12, batch 50, giga_loss[loss=0.198, simple_loss=0.2923, pruned_loss=0.05184, over 12313.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03129, over 28.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3136, pruned_loss=0.06859, over 547316.85 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05867, over 3607.34 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.285, pruned_loss=0.05599, over 61016.42 frames. utt_duration=1552 frames, utt_pad_proportion=0.006393, over 157.45 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3166, pruned_loss=0.06991, over 498626.71 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06073, over 3500.62 utterances.], batch size: 28, lr: 3.23e-04
2022-08-28 00:40:20,767 INFO [train.py:927] (5/8) Epoch 12, batch 100, giga_loss[loss=0.1578, simple_loss=0.2447, pruned_loss=0.03544, over 12321.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03111, over 66.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2942, pruned_loss=0.06139, over 974106.34 frames. utt_duration=555.5 frames, utt_pad_proportion=0.064, over 7032.79 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.295, pruned_loss=0.05639, over 132411.51 frames. utt_duration=1324 frames, utt_pad_proportion=0.03128, over 400.36 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2942, pruned_loss=0.06206, over 889374.10 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 6877.67 utterances.], batch size: 66, lr: 3.23e-04
2022-08-28 00:42:02,374 INFO [train.py:927] (5/8) Epoch 12, batch 150, giga_loss[loss=0.1562, simple_loss=0.2424, pruned_loss=0.03502, over 12389.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2804, pruned_loss=0.05452, over 1307250.11 frames. utt_duration=531.8 frames, utt_pad_proportion=0.07071, over 9859.69 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.3003, pruned_loss=0.05669, over 190104.59 frames. utt_duration=1167 frames, utt_pad_proportion=0.08167, over 652.40 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2782, pruned_loss=0.05443, over 1210251.77 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06941, over 9687.03 utterances.], batch size: 146, lr: 3.23e-04
2022-08-28 00:43:40,748 INFO [train.py:927] (5/8) Epoch 12, batch 200, giga_loss[loss=0.1796, simple_loss=0.2603, pruned_loss=0.04941, over 12380.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03359, over 80.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2716, pruned_loss=0.05146, over 1565816.13 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06806, over 12000.59 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.299, pruned_loss=0.05801, over 279477.14 frames. utt_duration=1222 frames, utt_pad_proportion=0.0599, over 915.74 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.2683, pruned_loss=0.05077, over 1450433.99 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06844, over 11989.15 utterances.], batch size: 80, lr: 3.23e-04
2022-08-28 00:45:20,953 INFO [train.py:927] (5/8) Epoch 12, batch 250, giga_loss[loss=0.2349, simple_loss=0.2942, pruned_loss=0.0878, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2658, pruned_loss=0.04921, over 1766728.03 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06873, over 13827.58 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2986, pruned_loss=0.058, over 333680.32 frames. utt_duration=1233 frames, utt_pad_proportion=0.05243, over 1084.13 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2621, pruned_loss=0.04831, over 1656809.77 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06962, over 13944.20 utterances.], batch size: 257, lr: 3.23e-04
2022-08-28 00:47:07,301 INFO [train.py:927] (5/8) Epoch 12, batch 300, giga_loss[loss=0.1546, simple_loss=0.2364, pruned_loss=0.03638, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02952, over 58.00 utterances.], tot_loss[loss=0.1778, simple_loss=0.2609, pruned_loss=0.04729, over 1923606.56 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06507, over 14610.94 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2966, pruned_loss=0.05731, over 365385.51 frames. utt_duration=1260 frames, utt_pad_proportion=0.0495, over 1161.44 utterances.], giga_tot_loss[loss=0.1754, simple_loss=0.2578, pruned_loss=0.04651, over 1828650.37 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06605, over 14814.51 utterances.], batch size: 58, lr: 3.23e-04
2022-08-28 00:48:48,455 INFO [train.py:927] (5/8) Epoch 12, batch 350, giga_loss[loss=0.1746, simple_loss=0.261, pruned_loss=0.04409, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06595, over 183.00 utterances.], tot_loss[loss=0.1751, simple_loss=0.2579, pruned_loss=0.04611, over 2046270.64 frames. utt_duration=512 frames, utt_pad_proportion=0.06929, over 16032.96 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.294, pruned_loss=0.05694, over 417553.95 frames. utt_duration=1216 frames, utt_pad_proportion=0.07057, over 1375.05 utterances.], giga_tot_loss[loss=0.1727, simple_loss=0.2549, pruned_loss=0.04525, over 1959661.84 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06837, over 16309.57 utterances.], batch size: 183, lr: 3.23e-04
2022-08-28 00:50:28,216 INFO [train.py:927] (5/8) Epoch 12, batch 400, giga_loss[loss=0.1478, simple_loss=0.2317, pruned_loss=0.03194, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.1719, simple_loss=0.2545, pruned_loss=0.04463, over 2140569.36 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06897, over 16184.69 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2934, pruned_loss=0.05656, over 478393.48 frames. utt_duration=1213 frames, utt_pad_proportion=0.06625, over 1580.08 utterances.], giga_tot_loss[loss=0.1692, simple_loss=0.2511, pruned_loss=0.04365, over 2061001.99 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06859, over 16599.48 utterances.], batch size: 74, lr: 3.23e-04
2022-08-28 00:52:09,694 INFO [train.py:927] (5/8) Epoch 12, batch 450, giga_loss[loss=0.1657, simple_loss=0.243, pruned_loss=0.04421, over 12395.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0736, over 212.00 utterances.], tot_loss[loss=0.1682, simple_loss=0.2503, pruned_loss=0.04307, over 2213826.89 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07199, over 17283.28 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2922, pruned_loss=0.05598, over 507731.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06281, over 1652.00 utterances.], giga_tot_loss[loss=0.1658, simple_loss=0.2472, pruned_loss=0.0422, over 2147419.63 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07189, over 17743.28 utterances.], batch size: 212, lr: 3.23e-04
2022-08-28 00:53:49,573 INFO [train.py:927] (5/8) Epoch 12, batch 500, giga_loss[loss=0.2492, simple_loss=0.3312, pruned_loss=0.08357, over 12332.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.1752, simple_loss=0.2577, pruned_loss=0.04633, over 2272042.86 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07075, over 17567.07 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2909, pruned_loss=0.05486, over 565595.81 frames. utt_duration=1256 frames, utt_pad_proportion=0.05679, over 1803.64 utterances.], giga_tot_loss[loss=0.173, simple_loss=0.2546, pruned_loss=0.04565, over 2212924.62 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07139, over 18238.55 utterances.], batch size: 91, lr: 3.23e-04
2022-08-28 00:55:31,796 INFO [train.py:927] (5/8) Epoch 12, batch 550, giga_loss[loss=0.2663, simple_loss=0.3542, pruned_loss=0.08914, over 12422.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03883, over 105.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.269, pruned_loss=0.05115, over 2315722.65 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06842, over 17505.17 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2887, pruned_loss=0.054, over 612408.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05652, over 1948.40 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2666, pruned_loss=0.05075, over 2264898.45 frames. utt_duration=498 frames, utt_pad_proportion=0.06912, over 18246.25 utterances.], batch size: 105, lr: 3.23e-04
2022-08-28 00:57:14,832 INFO [train.py:927] (5/8) Epoch 12, batch 600, giga_loss[loss=0.2171, simple_loss=0.308, pruned_loss=0.06316, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05234, over 161.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2758, pruned_loss=0.05308, over 2349566.49 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06458, over 17707.65 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2881, pruned_loss=0.0539, over 621676.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.0557, over 1971.66 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2741, pruned_loss=0.05283, over 2309222.02 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06535, over 18333.73 utterances.], batch size: 161, lr: 3.23e-04
2022-08-28 00:58:54,870 INFO [train.py:927] (5/8) Epoch 12, batch 650, giga_loss[loss=0.2056, simple_loss=0.2997, pruned_loss=0.05571, over 12351.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03205, over 85.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2808, pruned_loss=0.05461, over 2377717.98 frames. utt_duration=533 frames, utt_pad_proportion=0.06308, over 17893.49 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2908, pruned_loss=0.05468, over 676842.67 frames. utt_duration=1219 frames, utt_pad_proportion=0.06633, over 2222.82 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2786, pruned_loss=0.05422, over 2342150.14 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06259, over 18591.57 utterances.], batch size: 85, lr: 3.23e-04
2022-08-28 01:00:38,760 INFO [train.py:927] (5/8) Epoch 12, batch 700, giga_loss[loss=0.1976, simple_loss=0.2874, pruned_loss=0.05394, over 12375.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03977, over 113.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2848, pruned_loss=0.05689, over 2399846.61 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06015, over 18333.70 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2887, pruned_loss=0.05415, over 730213.52 frames. utt_duration=1236 frames, utt_pad_proportion=0.06215, over 2365.21 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2835, pruned_loss=0.05678, over 2368913.65 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0603, over 19180.12 utterances.], batch size: 113, lr: 3.23e-04
2022-08-28 01:02:25,720 INFO [train.py:927] (5/8) Epoch 12, batch 750, libri_loss[loss=0.179, simple_loss=0.2644, pruned_loss=0.04685, over 12448.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006202, over 32.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2897, pruned_loss=0.05931, over 2416298.73 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06336, over 18683.88 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2885, pruned_loss=0.05418, over 781880.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.05775, over 2506.53 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2887, pruned_loss=0.05935, over 2389706.57 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06381, over 19665.86 utterances.], batch size: 32, lr: 3.23e-04
2022-08-28 01:04:07,286 INFO [train.py:927] (5/8) Epoch 12, batch 800, libri_loss[loss=0.2026, simple_loss=0.3, pruned_loss=0.0526, over 12427.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03475, over 46.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2925, pruned_loss=0.05971, over 2428801.68 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06084, over 18218.10 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2881, pruned_loss=0.05404, over 839783.25 frames. utt_duration=1222 frames, utt_pad_proportion=0.06596, over 2753.19 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2919, pruned_loss=0.05996, over 2406126.48 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06035, over 19283.08 utterances.], batch size: 46, lr: 3.23e-04
2022-08-28 01:05:49,085 INFO [train.py:927] (5/8) Epoch 12, batch 850, giga_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05121, over 12385.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04325, over 37.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2938, pruned_loss=0.05917, over 2438136.83 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05748, over 17535.45 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2887, pruned_loss=0.05445, over 856104.16 frames. utt_duration=1226 frames, utt_pad_proportion=0.06446, over 2796.55 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2932, pruned_loss=0.05929, over 2419938.69 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05741, over 18465.10 utterances.], batch size: 37, lr: 3.23e-04
2022-08-28 01:07:29,967 INFO [train.py:927] (5/8) Epoch 12, batch 900, giga_loss[loss=0.2315, simple_loss=0.3186, pruned_loss=0.0722, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04576, over 146.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05859, over 2445180.25 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05748, over 17136.38 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2882, pruned_loss=0.05408, over 879892.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.06416, over 2881.16 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2937, pruned_loss=0.05886, over 2430717.45 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05743, over 17996.30 utterances.], batch size: 146, lr: 3.23e-04
2022-08-28 01:09:10,544 INFO [train.py:927] (5/8) Epoch 12, batch 950, giga_loss[loss=0.1962, simple_loss=0.2823, pruned_loss=0.05503, over 12337.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03451, over 51.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2946, pruned_loss=0.06017, over 2451179.32 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05431, over 16347.75 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2872, pruned_loss=0.0539, over 934347.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.06006, over 3012.57 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.295, pruned_loss=0.0606, over 2439155.59 frames. utt_duration=563.9 frames, utt_pad_proportion=0.05497, over 17349.88 utterances.], batch size: 51, lr: 3.23e-04
2022-08-28 01:10:54,589 INFO [train.py:927] (5/8) Epoch 12, batch 1000, giga_loss[loss=0.2065, simple_loss=0.2884, pruned_loss=0.06232, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2953, pruned_loss=0.06141, over 2455637.54 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05502, over 16655.44 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2875, pruned_loss=0.05409, over 1001881.10 frames. utt_duration=1244 frames, utt_pad_proportion=0.05608, over 3224.64 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2958, pruned_loss=0.06198, over 2445383.84 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05602, over 17823.50 utterances.], batch size: 162, lr: 3.22e-04
2022-08-28 01:12:35,439 INFO [train.py:927] (5/8) Epoch 12, batch 1050, giga_loss[loss=0.1962, simple_loss=0.2761, pruned_loss=0.05811, over 12312.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03466, over 51.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2951, pruned_loss=0.06203, over 2459927.65 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05611, over 17376.40 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2882, pruned_loss=0.05463, over 1024017.41 frames. utt_duration=1218 frames, utt_pad_proportion=0.06436, over 3368.17 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2953, pruned_loss=0.06238, over 2451471.00 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05558, over 18360.06 utterances.], batch size: 51, lr: 3.22e-04
2022-08-28 01:14:19,596 INFO [train.py:927] (5/8) Epoch 12, batch 1100, giga_loss[loss=0.2185, simple_loss=0.2971, pruned_loss=0.06999, over 12390.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07371, over 212.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2938, pruned_loss=0.06173, over 2463841.67 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05876, over 17913.45 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2878, pruned_loss=0.05456, over 1038292.82 frames. utt_duration=1224 frames, utt_pad_proportion=0.06334, over 3396.42 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2942, pruned_loss=0.0621, over 2457246.75 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05837, over 18781.54 utterances.], batch size: 212, lr: 3.22e-04
2022-08-28 01:16:03,231 INFO [train.py:927] (5/8) Epoch 12, batch 1150, giga_loss[loss=0.2005, simple_loss=0.2899, pruned_loss=0.05553, over 12343.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03422, over 51.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2903, pruned_loss=0.06003, over 2466725.63 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06169, over 18618.43 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2879, pruned_loss=0.05427, over 1087978.65 frames. utt_duration=1226 frames, utt_pad_proportion=0.06088, over 3554.44 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2907, pruned_loss=0.06063, over 2460937.47 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0617, over 19660.33 utterances.], batch size: 51, lr: 3.22e-04
2022-08-28 01:17:44,085 INFO [train.py:927] (5/8) Epoch 12, batch 1200, giga_loss[loss=0.1947, simple_loss=0.2648, pruned_loss=0.06234, over 12348.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2049, over 374.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2868, pruned_loss=0.05888, over 2468782.09 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07003, over 19834.74 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2878, pruned_loss=0.05434, over 1122133.33 frames. utt_duration=1233 frames, utt_pad_proportion=0.05866, over 3645.81 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2871, pruned_loss=0.05943, over 2464180.27 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07002, over 20941.93 utterances.], batch size: 374, lr: 3.22e-04
2022-08-28 01:19:27,065 INFO [train.py:927] (5/8) Epoch 12, batch 1250, giga_loss[loss=0.1944, simple_loss=0.2789, pruned_loss=0.05493, over 12343.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03195, over 104.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2865, pruned_loss=0.05866, over 2469940.12 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06766, over 19288.14 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.287, pruned_loss=0.05384, over 1142195.04 frames. utt_duration=1241 frames, utt_pad_proportion=0.05733, over 3685.94 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2871, pruned_loss=0.05937, over 2466335.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06804, over 20340.19 utterances.], batch size: 104, lr: 3.22e-04
2022-08-28 01:21:10,605 INFO [train.py:927] (5/8) Epoch 12, batch 1300, giga_loss[loss=0.1846, simple_loss=0.2667, pruned_loss=0.05129, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 86.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2839, pruned_loss=0.05811, over 2470251.61 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06579, over 18050.26 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2873, pruned_loss=0.05408, over 1148765.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.05683, over 3704.51 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2842, pruned_loss=0.05858, over 2467494.85 frames. utt_duration=523 frames, utt_pad_proportion=0.0663, over 18924.80 utterances.], batch size: 86, lr: 3.22e-04
2022-08-28 01:22:52,679 INFO [train.py:927] (5/8) Epoch 12, batch 1350, giga_loss[loss=0.2014, simple_loss=0.2779, pruned_loss=0.06248, over 12306.00 frames. utt_duration=1173 frames, utt_pad_proportion=0.02559, over 42.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2811, pruned_loss=0.0573, over 2470305.81 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06414, over 17498.19 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2856, pruned_loss=0.05348, over 1187920.92 frames. utt_duration=1256 frames, utt_pad_proportion=0.05436, over 3786.37 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2819, pruned_loss=0.05803, over 2468102.57 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06516, over 18501.42 utterances.], batch size: 42, lr: 3.22e-04
2022-08-28 01:24:32,989 INFO [train.py:927] (5/8) Epoch 12, batch 1400, giga_loss[loss=0.1857, simple_loss=0.2573, pruned_loss=0.05705, over 12375.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04627, over 34.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2788, pruned_loss=0.05631, over 2471130.57 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06359, over 17181.38 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05334, over 1226018.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.05214, over 3905.30 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2789, pruned_loss=0.05704, over 2469291.36 frames. utt_duration=543 frames, utt_pad_proportion=0.06496, over 18238.91 utterances.], batch size: 34, lr: 3.22e-04
2022-08-28 01:26:14,594 INFO [train.py:927] (5/8) Epoch 12, batch 1450, giga_loss[loss=0.1711, simple_loss=0.2563, pruned_loss=0.043, over 12377.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02793, over 66.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2759, pruned_loss=0.05525, over 2472327.87 frames. utt_duration=584 frames, utt_pad_proportion=0.06113, over 16978.61 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05362, over 1262998.29 frames. utt_duration=1264 frames, utt_pad_proportion=0.04978, over 4001.01 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2756, pruned_loss=0.05577, over 2470762.72 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06298, over 18090.56 utterances.], batch size: 66, lr: 3.22e-04
2022-08-28 01:27:55,800 INFO [train.py:927] (5/8) Epoch 12, batch 1500, giga_loss[loss=0.197, simple_loss=0.2734, pruned_loss=0.06031, over 12277.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02691, over 54.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2741, pruned_loss=0.05477, over 2472126.29 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06504, over 17279.37 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2872, pruned_loss=0.05383, over 1281150.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.04889, over 4062.63 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2735, pruned_loss=0.05511, over 2470801.17 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06653, over 18275.17 utterances.], batch size: 54, lr: 3.22e-04
2022-08-28 01:29:40,583 INFO [train.py:927] (5/8) Epoch 12, batch 1550, giga_loss[loss=0.2415, simple_loss=0.3169, pruned_loss=0.08308, over 12353.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03022, over 85.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2745, pruned_loss=0.05563, over 2471570.24 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06472, over 16922.58 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.05365, over 1304682.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.04784, over 4119.92 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2741, pruned_loss=0.05601, over 2470622.91 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06629, over 17901.40 utterances.], batch size: 85, lr: 3.22e-04
2022-08-28 01:31:24,343 INFO [train.py:927] (5/8) Epoch 12, batch 1600, libri_loss[loss=0.1707, simple_loss=0.2521, pruned_loss=0.04467, over 12388.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009427, over 30.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2788, pruned_loss=0.05781, over 2472057.21 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05958, over 16651.71 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2857, pruned_loss=0.05334, over 1344624.68 frames. utt_duration=1276 frames, utt_pad_proportion=0.04657, over 4220.78 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2786, pruned_loss=0.05837, over 2471549.67 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0616, over 17745.47 utterances.], batch size: 30, lr: 3.22e-04
2022-08-28 01:33:09,095 INFO [train.py:927] (5/8) Epoch 12, batch 1650, giga_loss[loss=0.2258, simple_loss=0.3085, pruned_loss=0.0716, over 12331.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03388, over 97.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2852, pruned_loss=0.06042, over 2472039.46 frames. utt_duration=571 frames, utt_pad_proportion=0.06041, over 17363.25 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2862, pruned_loss=0.05354, over 1383529.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.04444, over 4324.41 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2846, pruned_loss=0.06097, over 2471601.08 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06251, over 18548.98 utterances.], batch size: 97, lr: 3.22e-04
2022-08-28 01:34:50,148 INFO [train.py:927] (5/8) Epoch 12, batch 1700, giga_loss[loss=0.2478, simple_loss=0.3178, pruned_loss=0.08887, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03311, over 39.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2922, pruned_loss=0.06324, over 2472326.25 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06601, over 18173.92 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2871, pruned_loss=0.05384, over 1410531.97 frames. utt_duration=1256 frames, utt_pad_proportion=0.05266, over 4497.39 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2914, pruned_loss=0.0637, over 2471927.68 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06572, over 19272.46 utterances.], batch size: 39, lr: 3.22e-04
2022-08-28 01:36:28,433 INFO [train.py:927] (5/8) Epoch 12, batch 1750, giga_loss[loss=0.2102, simple_loss=0.2967, pruned_loss=0.06188, over 12007.00 frames. utt_duration=1923 frames, utt_pad_proportion=0.03389, over 25.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2955, pruned_loss=0.06414, over 2472558.02 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06799, over 18407.44 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2863, pruned_loss=0.05337, over 1447430.42 frames. utt_duration=1264 frames, utt_pad_proportion=0.05051, over 4587.68 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2956, pruned_loss=0.06513, over 2471979.93 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06831, over 19661.42 utterances.], batch size: 25, lr: 3.22e-04
2022-08-28 01:38:13,042 INFO [train.py:927] (5/8) Epoch 12, batch 1800, giga_loss[loss=0.1906, simple_loss=0.2768, pruned_loss=0.05221, over 12440.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03899, over 37.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2925, pruned_loss=0.06128, over 2472682.54 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06303, over 18037.62 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2858, pruned_loss=0.05305, over 1472539.20 frames. utt_duration=1269 frames, utt_pad_proportion=0.04894, over 4645.34 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.293, pruned_loss=0.06243, over 2472451.53 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06403, over 19284.72 utterances.], batch size: 37, lr: 3.22e-04
2022-08-28 01:39:57,811 INFO [train.py:927] (5/8) Epoch 12, batch 1850, giga_loss[loss=0.1989, simple_loss=0.294, pruned_loss=0.05186, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03224, over 75.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2937, pruned_loss=0.06142, over 2473774.35 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06246, over 18590.64 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.05301, over 1482672.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.04834, over 4667.81 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2942, pruned_loss=0.06242, over 2473460.68 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06343, over 19670.26 utterances.], batch size: 75, lr: 3.22e-04
2022-08-28 01:41:40,891 INFO [train.py:927] (5/8) Epoch 12, batch 1900, giga_loss[loss=0.2061, simple_loss=0.2937, pruned_loss=0.0592, over 12367.00 frames. utt_duration=670 frames, utt_pad_proportion=0.02471, over 74.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2949, pruned_loss=0.06214, over 2472936.43 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05995, over 18093.56 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2849, pruned_loss=0.05261, over 1516137.81 frames. utt_duration=1280 frames, utt_pad_proportion=0.04655, over 4742.56 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.296, pruned_loss=0.06346, over 2473329.80 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06142, over 19337.85 utterances.], batch size: 74, lr: 3.22e-04
2022-08-28 01:43:27,146 INFO [train.py:927] (5/8) Epoch 12, batch 1950, giga_loss[loss=0.2632, simple_loss=0.3285, pruned_loss=0.09893, over 12380.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2956, pruned_loss=0.0627, over 2472923.03 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06389, over 17692.80 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2846, pruned_loss=0.0526, over 1548478.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05199, over 4902.38 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2971, pruned_loss=0.06409, over 2473862.24 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06372, over 18962.62 utterances.], batch size: 257, lr: 3.22e-04
2022-08-28 01:45:18,743 INFO [train.py:927] (5/8) Epoch 12, batch 2000, giga_loss[loss=0.2103, simple_loss=0.2945, pruned_loss=0.06307, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03012, over 45.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.297, pruned_loss=0.0637, over 2472902.48 frames. utt_duration=559 frames, utt_pad_proportion=0.06665, over 17741.68 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2848, pruned_loss=0.05275, over 1557789.98 frames. utt_duration=1263 frames, utt_pad_proportion=0.05187, over 4938.31 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2981, pruned_loss=0.06481, over 2473549.16 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06645, over 18821.13 utterances.], batch size: 45, lr: 3.22e-04
2022-08-28 01:47:01,510 INFO [train.py:927] (5/8) Epoch 12, batch 2050, libri_loss[loss=0.2191, simple_loss=0.3094, pruned_loss=0.0644, over 12240.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006166, over 34.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2978, pruned_loss=0.06351, over 2473103.58 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06457, over 16783.23 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2846, pruned_loss=0.05267, over 1584683.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05016, over 4986.61 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2992, pruned_loss=0.06473, over 2473817.47 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06514, over 17940.66 utterances.], batch size: 34, lr: 3.22e-04
2022-08-28 01:48:44,761 INFO [train.py:927] (5/8) Epoch 12, batch 2100, giga_loss[loss=0.2107, simple_loss=0.2851, pruned_loss=0.06819, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.037, over 40.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2975, pruned_loss=0.06378, over 2472225.07 frames. utt_duration=620.5 frames, utt_pad_proportion=0.06008, over 15974.67 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.284, pruned_loss=0.05244, over 1606180.80 frames. utt_duration=1281 frames, utt_pad_proportion=0.04879, over 5021.56 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2992, pruned_loss=0.06516, over 2473255.24 frames. utt_duration=579 frames, utt_pad_proportion=0.06129, over 17129.37 utterances.], batch size: 40, lr: 3.22e-04
2022-08-28 01:50:29,155 INFO [train.py:927] (5/8) Epoch 12, batch 2150, giga_loss[loss=0.213, simple_loss=0.2828, pruned_loss=0.07159, over 12440.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0375, over 37.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2971, pruned_loss=0.06411, over 2472381.45 frames. utt_duration=640.8 frames, utt_pad_proportion=0.05596, over 15468.21 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2837, pruned_loss=0.05235, over 1618810.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.04801, over 5041.15 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2988, pruned_loss=0.06539, over 2473447.26 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05745, over 16499.83 utterances.], batch size: 37, lr: 3.22e-04
2022-08-28 01:52:10,450 INFO [train.py:927] (5/8) Epoch 12, batch 2200, libri_loss[loss=0.1534, simple_loss=0.2398, pruned_loss=0.0335, over 12224.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00853, over 29.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2975, pruned_loss=0.06473, over 2472209.77 frames. utt_duration=634 frames, utt_pad_proportion=0.05708, over 15635.72 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2831, pruned_loss=0.05224, over 1648056.40 frames. utt_duration=1296 frames, utt_pad_proportion=0.04619, over 5092.88 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2997, pruned_loss=0.06624, over 2473271.88 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05884, over 16765.29 utterances.], batch size: 29, lr: 3.22e-04
2022-08-28 01:53:55,547 INFO [train.py:927] (5/8) Epoch 12, batch 2250, libri_loss[loss=0.193, simple_loss=0.2771, pruned_loss=0.05443, over 12459.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005939, over 32.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2987, pruned_loss=0.06512, over 2472199.04 frames. utt_duration=645.6 frames, utt_pad_proportion=0.05465, over 15352.81 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2831, pruned_loss=0.05227, over 1656391.15 frames. utt_duration=1291 frames, utt_pad_proportion=0.04723, over 5139.75 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3005, pruned_loss=0.0664, over 2472922.79 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05601, over 16295.62 utterances.], batch size: 32, lr: 3.22e-04
2022-08-28 01:55:39,888 INFO [train.py:927] (5/8) Epoch 12, batch 2300, giga_loss[loss=0.223, simple_loss=0.3065, pruned_loss=0.06972, over 12407.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04284, over 146.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2985, pruned_loss=0.06556, over 2472611.52 frames. utt_duration=629.5 frames, utt_pad_proportion=0.06111, over 15748.72 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2831, pruned_loss=0.05233, over 1668700.38 frames. utt_duration=1293 frames, utt_pad_proportion=0.04653, over 5169.52 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3002, pruned_loss=0.06671, over 2473069.95 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06211, over 16603.88 utterances.], batch size: 146, lr: 3.22e-04
2022-08-28 01:57:23,204 INFO [train.py:927] (5/8) Epoch 12, batch 2350, libri_loss[loss=0.1875, simple_loss=0.2768, pruned_loss=0.04916, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005831, over 35.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2959, pruned_loss=0.0646, over 2472022.20 frames. utt_duration=640.1 frames, utt_pad_proportion=0.06126, over 15484.33 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2824, pruned_loss=0.05211, over 1692191.69 frames. utt_duration=1302 frames, utt_pad_proportion=0.04511, over 5205.06 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2981, pruned_loss=0.06601, over 2472667.81 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06262, over 16420.08 utterances.], batch size: 35, lr: 3.22e-04
2022-08-28 01:59:06,055 INFO [train.py:927] (5/8) Epoch 12, batch 2400, giga_loss[loss=0.2302, simple_loss=0.311, pruned_loss=0.07473, over 12390.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0637, over 183.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2948, pruned_loss=0.06446, over 2472288.08 frames. utt_duration=637.6 frames, utt_pad_proportion=0.05845, over 15546.78 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2818, pruned_loss=0.0518, over 1711043.63 frames. utt_duration=1310 frames, utt_pad_proportion=0.04399, over 5231.71 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2972, pruned_loss=0.06605, over 2473217.34 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06013, over 16498.25 utterances.], batch size: 183, lr: 3.22e-04
2022-08-28 02:00:50,058 INFO [train.py:927] (5/8) Epoch 12, batch 2450, giga_loss[loss=0.2549, simple_loss=0.3241, pruned_loss=0.09288, over 12350.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2923, pruned_loss=0.06355, over 2471957.74 frames. utt_duration=624.1 frames, utt_pad_proportion=0.05956, over 15881.76 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2815, pruned_loss=0.05173, over 1726145.03 frames. utt_duration=1314 frames, utt_pad_proportion=0.04325, over 5258.91 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2945, pruned_loss=0.06507, over 2472697.36 frames. utt_duration=590.4 frames, utt_pad_proportion=0.06111, over 16796.41 utterances.], batch size: 369, lr: 3.22e-04
2022-08-28 02:02:30,743 INFO [train.py:927] (5/8) Epoch 12, batch 2500, giga_loss[loss=0.1943, simple_loss=0.2816, pruned_loss=0.05348, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.289, pruned_loss=0.06173, over 2471050.27 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05637, over 15564.55 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.282, pruned_loss=0.05191, over 1755549.64 frames. utt_duration=1311 frames, utt_pad_proportion=0.0427, over 5361.61 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2908, pruned_loss=0.06324, over 2471547.11 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05824, over 16589.06 utterances.], batch size: 97, lr: 3.22e-04
2022-08-28 02:04:13,222 INFO [train.py:927] (5/8) Epoch 12, batch 2550, giga_loss[loss=0.1585, simple_loss=0.2413, pruned_loss=0.03785, over 12325.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05053, over 26.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2869, pruned_loss=0.06043, over 2471414.40 frames. utt_duration=635 frames, utt_pad_proportion=0.05743, over 15605.25 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2824, pruned_loss=0.05217, over 1769805.05 frames. utt_duration=1311 frames, utt_pad_proportion=0.04179, over 5407.01 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2882, pruned_loss=0.06164, over 2471763.99 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05929, over 16558.45 utterances.], batch size: 26, lr: 3.22e-04
2022-08-28 02:05:55,167 INFO [train.py:927] (5/8) Epoch 12, batch 2600, giga_loss[loss=0.1835, simple_loss=0.2655, pruned_loss=0.05078, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02828, over 48.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2883, pruned_loss=0.0606, over 2472069.37 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06386, over 16838.15 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2821, pruned_loss=0.05205, over 1780354.32 frames. utt_duration=1308 frames, utt_pad_proportion=0.04239, over 5449.68 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2896, pruned_loss=0.06174, over 2472278.37 frames. utt_duration=560.3 frames, utt_pad_proportion=0.0649, over 17697.06 utterances.], batch size: 48, lr: 3.22e-04
2022-08-28 02:07:36,600 INFO [train.py:927] (5/8) Epoch 12, batch 2650, giga_loss[loss=0.1866, simple_loss=0.2781, pruned_loss=0.04753, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03122, over 85.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2894, pruned_loss=0.06051, over 2472020.12 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06375, over 16955.86 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2826, pruned_loss=0.05251, over 1800636.76 frames. utt_duration=1313 frames, utt_pad_proportion=0.04174, over 5490.75 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2904, pruned_loss=0.06134, over 2472380.62 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06501, over 17923.32 utterances.], batch size: 85, lr: 3.22e-04
2022-08-28 02:09:20,052 INFO [train.py:927] (5/8) Epoch 12, batch 2700, libri_loss[loss=0.2506, simple_loss=0.3408, pruned_loss=0.08017, over 12419.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.3217, over 115.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2889, pruned_loss=0.05975, over 2472715.90 frames. utt_duration=584.9 frames, utt_pad_proportion=0.0614, over 16953.81 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2828, pruned_loss=0.05265, over 1817170.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.0467, over 5599.17 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2896, pruned_loss=0.06047, over 2473115.51 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06118, over 17878.40 utterances.], batch size: 115, lr: 3.22e-04
2022-08-28 02:11:01,593 INFO [train.py:927] (5/8) Epoch 12, batch 2750, giga_loss[loss=0.2048, simple_loss=0.2901, pruned_loss=0.05975, over 12353.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2894, pruned_loss=0.05991, over 2472698.79 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06176, over 17224.77 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.283, pruned_loss=0.05281, over 1827065.16 frames. utt_duration=1295 frames, utt_pad_proportion=0.04715, over 5649.07 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2898, pruned_loss=0.06046, over 2472914.54 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06152, over 18052.85 utterances.], batch size: 365, lr: 3.22e-04
2022-08-28 02:12:44,184 INFO [train.py:927] (5/8) Epoch 12, batch 2800, giga_loss[loss=0.2206, simple_loss=0.3068, pruned_loss=0.06725, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04171, over 146.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2902, pruned_loss=0.06021, over 2472578.29 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05776, over 16518.85 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2832, pruned_loss=0.0529, over 1842545.42 frames. utt_duration=1299 frames, utt_pad_proportion=0.04606, over 5680.68 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06074, over 2473180.82 frames. utt_duration=570 frames, utt_pad_proportion=0.05817, over 17401.31 utterances.], batch size: 146, lr: 3.21e-04
2022-08-28 02:14:26,811 INFO [train.py:927] (5/8) Epoch 12, batch 2850, giga_loss[loss=0.2217, simple_loss=0.3068, pruned_loss=0.0683, over 12423.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2922, pruned_loss=0.06058, over 2473236.66 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05768, over 17005.58 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2834, pruned_loss=0.05288, over 1855087.70 frames. utt_duration=1298 frames, utt_pad_proportion=0.04561, over 5723.80 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2925, pruned_loss=0.06114, over 2473679.93 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05819, over 17859.86 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:16:09,060 INFO [train.py:927] (5/8) Epoch 12, batch 2900, giga_loss[loss=0.2372, simple_loss=0.33, pruned_loss=0.07221, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03758, over 113.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.293, pruned_loss=0.06071, over 2473097.11 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06241, over 17080.02 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2836, pruned_loss=0.05289, over 1876494.78 frames. utt_duration=1297 frames, utt_pad_proportion=0.04461, over 5794.15 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2934, pruned_loss=0.0614, over 2473352.45 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06311, over 18064.85 utterances.], batch size: 113, lr: 3.21e-04
2022-08-28 02:17:50,331 INFO [train.py:927] (5/8) Epoch 12, batch 2950, giga_loss[loss=0.1999, simple_loss=0.2891, pruned_loss=0.05536, over 12394.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.04103, over 105.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2932, pruned_loss=0.06088, over 2473026.24 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06225, over 17255.54 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2841, pruned_loss=0.05309, over 1890875.69 frames. utt_duration=1282 frames, utt_pad_proportion=0.04987, over 5907.81 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2934, pruned_loss=0.06148, over 2473603.44 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06154, over 18200.64 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:19:31,225 INFO [train.py:927] (5/8) Epoch 12, batch 3000, giga_loss[loss=0.2234, simple_loss=0.3077, pruned_loss=0.06957, over 12424.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0545, over 162.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2913, pruned_loss=0.06015, over 2473200.30 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05847, over 17560.33 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2839, pruned_loss=0.05304, over 1899330.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.04924, over 5915.19 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2917, pruned_loss=0.06075, over 2473846.02 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05832, over 18449.81 utterances.], batch size: 162, lr: 3.21e-04
2022-08-28 02:19:31,226 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 02:19:45,380 INFO [train.py:967] (5/8) 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 02:21:23,602 INFO [train.py:927] (5/8) Epoch 12, batch 3050, giga_loss[loss=0.1946, simple_loss=0.2991, pruned_loss=0.04507, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03024, over 75.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2921, pruned_loss=0.05953, over 2473899.39 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06058, over 18208.90 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2842, pruned_loss=0.05327, over 1913286.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.04917, over 5970.09 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2924, pruned_loss=0.06, over 2474613.76 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06046, over 19129.23 utterances.], batch size: 75, lr: 3.21e-04
2022-08-28 02:23:04,368 INFO [train.py:927] (5/8) Epoch 12, batch 3100, giga_loss[loss=0.1999, simple_loss=0.2834, pruned_loss=0.05823, over 12380.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03535, over 122.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2912, pruned_loss=0.05926, over 2473231.59 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06194, over 18263.20 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2844, pruned_loss=0.05339, over 1921327.11 frames. utt_duration=1287 frames, utt_pad_proportion=0.04849, over 5980.54 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2914, pruned_loss=0.05963, over 2474066.26 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06203, over 19143.89 utterances.], batch size: 122, lr: 3.21e-04
2022-08-28 02:24:45,101 INFO [train.py:927] (5/8) Epoch 12, batch 3150, giga_loss[loss=0.2471, simple_loss=0.3134, pruned_loss=0.09043, over 12386.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07374, over 212.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2896, pruned_loss=0.05927, over 2473673.20 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05883, over 17545.14 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2846, pruned_loss=0.05335, over 1937239.08 frames. utt_duration=1289 frames, utt_pad_proportion=0.04762, over 6020.78 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2897, pruned_loss=0.05974, over 2474735.53 frames. utt_duration=536 frames, utt_pad_proportion=0.05941, over 18521.35 utterances.], batch size: 212, lr: 3.21e-04
2022-08-28 02:26:24,501 INFO [train.py:927] (5/8) Epoch 12, batch 3200, giga_loss[loss=0.1876, simple_loss=0.2646, pruned_loss=0.05531, over 12454.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03971, over 31.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2883, pruned_loss=0.05931, over 2473226.38 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05886, over 17046.33 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2858, pruned_loss=0.05387, over 1958834.34 frames. utt_duration=1268 frames, utt_pad_proportion=0.05187, over 6188.60 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2877, pruned_loss=0.05952, over 2473607.66 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05812, over 18080.06 utterances.], batch size: 31, lr: 3.21e-04
2022-08-28 02:28:02,973 INFO [train.py:927] (5/8) Epoch 12, batch 3250, giga_loss[loss=0.1895, simple_loss=0.2771, pruned_loss=0.05096, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2865, pruned_loss=0.05878, over 2473918.26 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05855, over 17324.14 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2862, pruned_loss=0.05407, over 1968932.14 frames. utt_duration=1270 frames, utt_pad_proportion=0.05103, over 6209.71 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2858, pruned_loss=0.05889, over 2474316.09 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05829, over 18319.94 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:29:41,993 INFO [train.py:927] (5/8) Epoch 12, batch 3300, giga_loss[loss=0.2159, simple_loss=0.2903, pruned_loss=0.07075, over 12424.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04669, over 34.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2827, pruned_loss=0.05775, over 2473070.78 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05886, over 17364.20 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2863, pruned_loss=0.05402, over 1978388.16 frames. utt_duration=1272 frames, utt_pad_proportion=0.05006, over 6227.42 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.282, pruned_loss=0.05795, over 2473855.52 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05899, over 18327.36 utterances.], batch size: 34, lr: 3.21e-04
2022-08-28 02:31:28,086 INFO [train.py:927] (5/8) Epoch 12, batch 3350, giga_loss[loss=0.2116, simple_loss=0.2963, pruned_loss=0.0634, over 12361.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2838, pruned_loss=0.05786, over 2473556.63 frames. utt_duration=579.8 frames, utt_pad_proportion=0.0551, over 17108.75 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05428, over 1985739.64 frames. utt_duration=1267 frames, utt_pad_proportion=0.05049, over 6278.86 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2829, pruned_loss=0.05788, over 2474211.77 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05528, over 17974.63 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 02:33:08,548 INFO [train.py:927] (5/8) Epoch 12, batch 3400, libri_loss[loss=0.2611, simple_loss=0.3376, pruned_loss=0.09226, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009784, over 38.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2858, pruned_loss=0.05855, over 2473907.43 frames. utt_duration=595 frames, utt_pad_proportion=0.05118, over 16673.19 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05449, over 1990560.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05, over 6290.05 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2849, pruned_loss=0.05843, over 2474463.80 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05166, over 17443.48 utterances.], batch size: 38, lr: 3.21e-04
2022-08-28 02:34:49,628 INFO [train.py:927] (5/8) Epoch 12, batch 3450, giga_loss[loss=0.2005, simple_loss=0.2902, pruned_loss=0.05539, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2893, pruned_loss=0.0597, over 2474578.81 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05246, over 17009.87 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2873, pruned_loss=0.05446, over 2002320.54 frames. utt_duration=1271 frames, utt_pad_proportion=0.04898, over 6307.45 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2883, pruned_loss=0.05973, over 2475219.29 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05311, over 17839.20 utterances.], batch size: 75, lr: 3.21e-04
2022-08-28 02:36:35,232 INFO [train.py:927] (5/8) Epoch 12, batch 3500, giga_loss[loss=0.2164, simple_loss=0.2848, pruned_loss=0.07402, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03951, over 28.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2939, pruned_loss=0.06325, over 2473154.55 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05597, over 16875.33 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.0543, over 2015918.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.04774, over 6306.25 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2936, pruned_loss=0.06357, over 2473992.81 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05679, over 17820.59 utterances.], batch size: 28, lr: 3.21e-04
2022-08-28 02:38:16,056 INFO [train.py:927] (5/8) Epoch 12, batch 3550, giga_loss[loss=0.2713, simple_loss=0.3368, pruned_loss=0.1029, over 12434.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04169, over 146.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3, pruned_loss=0.06689, over 2473741.72 frames. utt_duration=547.9 frames, utt_pad_proportion=0.0595, over 18107.45 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05427, over 2031768.58 frames. utt_duration=1287 frames, utt_pad_proportion=0.04629, over 6322.20 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3001, pruned_loss=0.06748, over 2474358.79 frames. utt_duration=517 frames, utt_pad_proportion=0.0605, over 19197.68 utterances.], batch size: 146, lr: 3.21e-04
2022-08-28 02:39:58,517 INFO [train.py:927] (5/8) Epoch 12, batch 3600, giga_loss[loss=0.3144, simple_loss=0.3589, pruned_loss=0.135, over 12364.00 frames. utt_duration=132.2 frames, utt_pad_proportion=0.2225, over 378.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3056, pruned_loss=0.07173, over 2473924.74 frames. utt_duration=520.1 frames, utt_pad_proportion=0.0703, over 19081.87 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2872, pruned_loss=0.05472, over 2048723.96 frames. utt_duration=1277 frames, utt_pad_proportion=0.05069, over 6424.18 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3059, pruned_loss=0.07243, over 2474794.55 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06942, over 20326.18 utterances.], batch size: 378, lr: 3.21e-04
2022-08-28 02:41:41,146 INFO [train.py:927] (5/8) Epoch 12, batch 3650, giga_loss[loss=0.2599, simple_loss=0.3289, pruned_loss=0.09547, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03961, over 113.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.311, pruned_loss=0.07611, over 2473856.12 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07035, over 19947.02 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2874, pruned_loss=0.05486, over 2056759.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.04975, over 6434.58 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3116, pruned_loss=0.07691, over 2474937.10 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07006, over 21163.10 utterances.], batch size: 113, lr: 3.21e-04
2022-08-28 02:43:24,846 INFO [train.py:927] (5/8) Epoch 12, batch 3700, giga_loss[loss=0.255, simple_loss=0.3366, pruned_loss=0.08668, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3161, pruned_loss=0.08041, over 2474134.67 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07413, over 20850.55 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2875, pruned_loss=0.0549, over 2068830.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.04838, over 6462.09 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3171, pruned_loss=0.08161, over 2475272.03 frames. utt_duration=448.3 frames, utt_pad_proportion=0.0742, over 22156.73 utterances.], batch size: 70, lr: 3.21e-04
2022-08-28 02:45:11,932 INFO [train.py:927] (5/8) Epoch 12, batch 3750, giga_loss[loss=0.3281, simple_loss=0.3782, pruned_loss=0.139, over 12412.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07715, over 213.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3216, pruned_loss=0.085, over 2474051.96 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07802, over 21733.10 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2877, pruned_loss=0.05517, over 2088235.58 frames. utt_duration=1281 frames, utt_pad_proportion=0.04841, over 6528.31 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3237, pruned_loss=0.08701, over 2475347.13 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07836, over 23410.48 utterances.], batch size: 213, lr: 3.21e-04
2022-08-28 02:46:58,400 INFO [train.py:927] (5/8) Epoch 12, batch 3800, giga_loss[loss=0.1996, simple_loss=0.2935, pruned_loss=0.05285, over 12379.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04379, over 26.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.322, pruned_loss=0.08628, over 2474433.03 frames. utt_duration=450.8 frames, utt_pad_proportion=0.0812, over 22027.47 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2876, pruned_loss=0.05531, over 2099703.51 frames. utt_duration=1288 frames, utt_pad_proportion=0.04729, over 6529.38 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3246, pruned_loss=0.08861, over 2475455.60 frames. utt_duration=417.9 frames, utt_pad_proportion=0.0818, over 23779.71 utterances.], batch size: 26, lr: 3.21e-04
2022-08-28 02:48:43,062 INFO [train.py:927] (5/8) Epoch 12, batch 3850, giga_loss[loss=0.2269, simple_loss=0.3118, pruned_loss=0.07095, over 12420.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03892, over 105.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3224, pruned_loss=0.0859, over 2474655.53 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07545, over 21200.29 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2875, pruned_loss=0.05528, over 2107036.65 frames. utt_duration=1288 frames, utt_pad_proportion=0.0468, over 6550.66 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3251, pruned_loss=0.08832, over 2475562.46 frames. utt_duration=435 frames, utt_pad_proportion=0.07664, over 22840.96 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:50:28,042 INFO [train.py:927] (5/8) Epoch 12, batch 3900, giga_loss[loss=0.2558, simple_loss=0.3316, pruned_loss=0.09001, over 12390.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04459, over 146.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3234, pruned_loss=0.08541, over 2474811.76 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07406, over 20819.94 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2883, pruned_loss=0.05555, over 2118079.69 frames. utt_duration=1273 frames, utt_pad_proportion=0.05082, over 6664.82 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3259, pruned_loss=0.08793, over 2475406.84 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07427, over 22408.64 utterances.], batch size: 146, lr: 3.21e-04
2022-08-28 02:52:15,435 INFO [train.py:927] (5/8) Epoch 12, batch 3950, giga_loss[loss=0.2185, simple_loss=0.3189, pruned_loss=0.05909, over 12436.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3218, pruned_loss=0.08282, over 2475211.32 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07337, over 20501.07 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2883, pruned_loss=0.05555, over 2118079.69 frames. utt_duration=1273 frames, utt_pad_proportion=0.05082, over 6664.82 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3238, pruned_loss=0.08479, over 2475674.47 frames. utt_duration=457 frames, utt_pad_proportion=0.07357, over 21737.58 utterances.], batch size: 75, lr: 3.21e-04
2022-08-28 02:54:01,889 INFO [train.py:927] (5/8) Epoch 12, batch 4000, libri_loss[loss=0.2365, simple_loss=0.3565, pruned_loss=0.05827, over 12380.00 frames. utt_duration=953.7 frames, utt_pad_proportion=0.07588, over 52.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3202, pruned_loss=0.08099, over 2475132.99 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07174, over 20613.13 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2888, pruned_loss=0.05575, over 2126884.11 frames. utt_duration=1274 frames, utt_pad_proportion=0.05009, over 6688.12 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3221, pruned_loss=0.08301, over 2475534.14 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07235, over 21907.15 utterances.], batch size: 52, lr: 3.21e-04
2022-08-28 02:55:46,818 INFO [train.py:927] (5/8) Epoch 12, batch 4050, giga_loss[loss=0.2408, simple_loss=0.3167, pruned_loss=0.08239, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3185, pruned_loss=0.08005, over 2474544.35 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07278, over 20782.92 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2889, pruned_loss=0.05581, over 2134995.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.04902, over 6686.99 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3206, pruned_loss=0.08215, over 2475321.47 frames. utt_duration=449 frames, utt_pad_proportion=0.07366, over 22125.20 utterances.], batch size: 51, lr: 3.21e-04
2022-08-28 02:57:37,607 INFO [train.py:927] (5/8) Epoch 12, batch 4100, giga_loss[loss=0.1916, simple_loss=0.2877, pruned_loss=0.04776, over 12170.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03722, over 28.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3175, pruned_loss=0.07929, over 2474248.08 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07538, over 20860.72 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2888, pruned_loss=0.05583, over 2143468.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05305, over 6776.60 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3199, pruned_loss=0.08149, over 2474811.88 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07514, over 22175.11 utterances.], batch size: 28, lr: 3.21e-04
2022-08-28 02:59:26,977 INFO [train.py:927] (5/8) Epoch 12, batch 4150, giga_loss[loss=0.2469, simple_loss=0.3316, pruned_loss=0.08112, over 12131.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03621, over 30.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3171, pruned_loss=0.07783, over 2474080.60 frames. utt_duration=485 frames, utt_pad_proportion=0.07374, over 20464.53 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2886, pruned_loss=0.05577, over 2152976.37 frames. utt_duration=1274 frames, utt_pad_proportion=0.05182, over 6765.40 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.32, pruned_loss=0.08024, over 2474786.13 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07411, over 21891.19 utterances.], batch size: 30, lr: 3.21e-04
2022-08-28 03:01:13,513 INFO [train.py:927] (5/8) Epoch 12, batch 4200, giga_loss[loss=0.2268, simple_loss=0.3023, pruned_loss=0.07563, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03183, over 43.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.317, pruned_loss=0.07708, over 2474516.65 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07233, over 20356.86 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2886, pruned_loss=0.05573, over 2165364.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.05007, over 6763.82 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3203, pruned_loss=0.07987, over 2475333.63 frames. utt_duration=450.8 frames, utt_pad_proportion=0.0735, over 22032.75 utterances.], batch size: 43, lr: 3.21e-04
2022-08-28 03:03:00,998 INFO [train.py:927] (5/8) Epoch 12, batch 4250, giga_loss[loss=0.2671, simple_loss=0.3209, pruned_loss=0.1067, over 12350.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2087, over 371.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3161, pruned_loss=0.07716, over 2474945.48 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07007, over 20071.47 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2888, pruned_loss=0.05583, over 2171633.09 frames. utt_duration=1282 frames, utt_pad_proportion=0.04922, over 6784.34 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3191, pruned_loss=0.07967, over 2475483.16 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07152, over 21617.51 utterances.], batch size: 371, lr: 3.21e-04
2022-08-28 03:04:45,506 INFO [train.py:927] (5/8) Epoch 12, batch 4300, giga_loss[loss=0.293, simple_loss=0.3404, pruned_loss=0.1228, over 12375.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3149, pruned_loss=0.07677, over 2474636.27 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06715, over 19480.84 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2894, pruned_loss=0.05621, over 2177527.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.04848, over 6799.48 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3173, pruned_loss=0.07883, over 2475189.03 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06887, over 20929.37 utterances.], batch size: 257, lr: 3.21e-04
2022-08-28 03:06:29,705 INFO [train.py:927] (5/8) Epoch 12, batch 4350, giga_loss[loss=0.2053, simple_loss=0.2947, pruned_loss=0.05797, over 12358.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3144, pruned_loss=0.07551, over 2474635.54 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06631, over 19099.67 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2897, pruned_loss=0.05635, over 2186326.90 frames. utt_duration=1272 frames, utt_pad_proportion=0.0522, over 6884.74 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3168, pruned_loss=0.07757, over 2475072.12 frames. utt_duration=484 frames, utt_pad_proportion=0.06687, over 20518.04 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 03:08:16,295 INFO [train.py:927] (5/8) Epoch 12, batch 4400, giga_loss[loss=0.2047, simple_loss=0.2954, pruned_loss=0.05705, over 12415.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03977, over 105.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3133, pruned_loss=0.0753, over 2474332.26 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07334, over 20165.25 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2896, pruned_loss=0.05633, over 2195937.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05078, over 6891.39 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.316, pruned_loss=0.07759, over 2474969.60 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07403, over 21716.88 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 03:10:02,950 INFO [train.py:927] (5/8) Epoch 12, batch 4450, giga_loss[loss=0.2164, simple_loss=0.2962, pruned_loss=0.06826, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3111, pruned_loss=0.0749, over 2473993.15 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07172, over 19966.88 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2896, pruned_loss=0.05627, over 2202531.19 frames. utt_duration=1277 frames, utt_pad_proportion=0.04996, over 6906.16 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3138, pruned_loss=0.0772, over 2474753.51 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07282, over 21490.28 utterances.], batch size: 70, lr: 3.21e-04
2022-08-28 03:11:49,210 INFO [train.py:927] (5/8) Epoch 12, batch 4500, giga_loss[loss=0.2416, simple_loss=0.3176, pruned_loss=0.08283, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03154, over 85.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3101, pruned_loss=0.07487, over 2474211.86 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07092, over 19750.91 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.056, over 2210481.99 frames. utt_duration=1282 frames, utt_pad_proportion=0.04891, over 6906.97 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.313, pruned_loss=0.07743, over 2474890.63 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07233, over 21311.82 utterances.], batch size: 85, lr: 3.21e-04
2022-08-28 03:13:32,117 INFO [train.py:927] (5/8) Epoch 12, batch 4550, giga_loss[loss=0.2021, simple_loss=0.278, pruned_loss=0.06306, over 12309.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.0353, over 51.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3091, pruned_loss=0.07492, over 2474107.46 frames. utt_duration=505.8 frames, utt_pad_proportion=0.0657, over 19619.75 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05605, over 2216501.81 frames. utt_duration=1284 frames, utt_pad_proportion=0.04827, over 6915.41 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3117, pruned_loss=0.07733, over 2475093.36 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0675, over 21136.94 utterances.], batch size: 51, lr: 3.21e-04
2022-08-28 03:15:18,599 INFO [train.py:927] (5/8) Epoch 12, batch 4600, libri_loss[loss=0.205, simple_loss=0.2939, pruned_loss=0.05802, over 12308.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007111, over 36.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3087, pruned_loss=0.07425, over 2473699.20 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06669, over 19617.60 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2894, pruned_loss=0.05586, over 2222896.58 frames. utt_duration=1287 frames, utt_pad_proportion=0.04727, over 6917.54 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3113, pruned_loss=0.07675, over 2474451.78 frames. utt_duration=470.1 frames, utt_pad_proportion=0.0685, over 21117.70 utterances.], batch size: 36, lr: 3.20e-04
2022-08-28 03:17:05,132 INFO [train.py:927] (5/8) Epoch 12, batch 4650, giga_loss[loss=0.2565, simple_loss=0.3249, pruned_loss=0.09408, over 12372.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05985, over 182.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3086, pruned_loss=0.07369, over 2473700.24 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07209, over 20032.45 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2898, pruned_loss=0.05601, over 2230328.04 frames. utt_duration=1289 frames, utt_pad_proportion=0.04614, over 6930.87 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07606, over 2474303.06 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07372, over 21565.12 utterances.], batch size: 182, lr: 3.20e-04
2022-08-28 03:18:53,329 INFO [train.py:927] (5/8) Epoch 12, batch 4700, giga_loss[loss=0.3508, simple_loss=0.4068, pruned_loss=0.1474, over 12402.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09596, over 256.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07583, over 2473287.78 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07231, over 20420.57 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05591, over 2233747.24 frames. utt_duration=1288 frames, utt_pad_proportion=0.04599, over 6943.81 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3131, pruned_loss=0.07802, over 2473955.02 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07373, over 21794.11 utterances.], batch size: 256, lr: 3.20e-04
2022-08-28 03:20:38,070 INFO [train.py:927] (5/8) Epoch 12, batch 4750, giga_loss[loss=0.2608, simple_loss=0.3316, pruned_loss=0.09504, over 12319.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02891, over 79.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3111, pruned_loss=0.07717, over 2472545.77 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07507, over 20198.50 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2891, pruned_loss=0.0558, over 2240469.21 frames. utt_duration=1289 frames, utt_pad_proportion=0.04599, over 6959.76 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07954, over 2473411.24 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07631, over 21636.71 utterances.], batch size: 79, lr: 3.20e-04
2022-08-28 03:22:24,517 INFO [train.py:927] (5/8) Epoch 12, batch 4800, giga_loss[loss=0.2367, simple_loss=0.3128, pruned_loss=0.08034, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03383, over 36.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3128, pruned_loss=0.07897, over 2472685.69 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0763, over 20770.34 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2894, pruned_loss=0.05588, over 2245086.24 frames. utt_duration=1291 frames, utt_pad_proportion=0.04524, over 6966.49 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3151, pruned_loss=0.0812, over 2473363.66 frames. utt_duration=448 frames, utt_pad_proportion=0.07759, over 22155.58 utterances.], batch size: 36, lr: 3.20e-04
2022-08-28 03:24:08,360 INFO [train.py:927] (5/8) Epoch 12, batch 4850, giga_loss[loss=0.2281, simple_loss=0.3092, pruned_loss=0.07352, over 12347.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3129, pruned_loss=0.07868, over 2472916.89 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07373, over 20793.02 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2897, pruned_loss=0.05611, over 2250710.94 frames. utt_duration=1292 frames, utt_pad_proportion=0.04438, over 6978.19 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3151, pruned_loss=0.08078, over 2473451.26 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07539, over 22193.18 utterances.], batch size: 97, lr: 3.20e-04
2022-08-28 03:25:52,776 INFO [train.py:927] (5/8) Epoch 12, batch 4900, giga_loss[loss=0.2062, simple_loss=0.2833, pruned_loss=0.06451, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3119, pruned_loss=0.07751, over 2473493.50 frames. utt_duration=459 frames, utt_pad_proportion=0.07818, over 21623.69 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2899, pruned_loss=0.05622, over 2257255.50 frames. utt_duration=1295 frames, utt_pad_proportion=0.04328, over 6978.76 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3141, pruned_loss=0.07969, over 2473982.33 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0798, over 23130.88 utterances.], batch size: 70, lr: 3.20e-04
2022-08-28 03:27:40,386 INFO [train.py:927] (5/8) Epoch 12, batch 4950, giga_loss[loss=0.2077, simple_loss=0.2863, pruned_loss=0.06458, over 12413.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02853, over 62.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.07706, over 2474869.88 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07677, over 21140.87 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2906, pruned_loss=0.05646, over 2266053.64 frames. utt_duration=1276 frames, utt_pad_proportion=0.04823, over 7109.24 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3127, pruned_loss=0.07938, over 2475008.21 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07734, over 22756.57 utterances.], batch size: 62, lr: 3.20e-04
2022-08-28 03:29:24,250 INFO [train.py:927] (5/8) Epoch 12, batch 5000, giga_loss[loss=0.2412, simple_loss=0.3364, pruned_loss=0.07301, over 12296.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03708, over 51.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.311, pruned_loss=0.07691, over 2474783.94 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07122, over 20161.73 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2905, pruned_loss=0.05657, over 2270784.95 frames. utt_duration=1282 frames, utt_pad_proportion=0.04731, over 7094.71 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3131, pruned_loss=0.07913, over 2475282.07 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07252, over 21765.91 utterances.], batch size: 51, lr: 3.20e-04
2022-08-28 03:31:12,446 INFO [train.py:927] (5/8) Epoch 12, batch 5050, giga_loss[loss=0.2576, simple_loss=0.339, pruned_loss=0.08812, over 12448.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.0434, over 134.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3118, pruned_loss=0.07577, over 2474387.84 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07681, over 20389.62 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05636, over 2279914.28 frames. utt_duration=1287 frames, utt_pad_proportion=0.04572, over 7093.35 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3149, pruned_loss=0.07856, over 2474657.20 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07821, over 22228.20 utterances.], batch size: 134, lr: 3.20e-04
2022-08-28 03:32:56,461 INFO [train.py:927] (5/8) Epoch 12, batch 5100, giga_loss[loss=0.2364, simple_loss=0.3195, pruned_loss=0.07665, over 12355.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02961, over 70.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3132, pruned_loss=0.0761, over 2474315.02 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07461, over 20232.97 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2898, pruned_loss=0.05614, over 2287159.49 frames. utt_duration=1290 frames, utt_pad_proportion=0.04433, over 7097.68 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3166, pruned_loss=0.07925, over 2474881.73 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07659, over 22187.84 utterances.], batch size: 70, lr: 3.20e-04
2022-08-28 03:34:40,771 INFO [train.py:927] (5/8) Epoch 12, batch 5150, giga_loss[loss=0.2284, simple_loss=0.2942, pruned_loss=0.08136, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.04018, over 37.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3141, pruned_loss=0.07774, over 2473040.19 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07635, over 20271.26 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05617, over 2289958.77 frames. utt_duration=1295 frames, utt_pad_proportion=0.04386, over 7083.27 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.317, pruned_loss=0.08048, over 2473471.28 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07802, over 21996.38 utterances.], batch size: 37, lr: 3.20e-04
2022-08-28 03:36:26,527 INFO [train.py:927] (5/8) Epoch 12, batch 5200, giga_loss[loss=0.2261, simple_loss=0.3107, pruned_loss=0.07075, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3132, pruned_loss=0.07816, over 2472598.35 frames. utt_duration=483.2 frames, utt_pad_proportion=0.079, over 20530.39 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2899, pruned_loss=0.05615, over 2295209.67 frames. utt_duration=1302 frames, utt_pad_proportion=0.04289, over 7061.04 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3162, pruned_loss=0.081, over 2473112.86 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08078, over 22326.57 utterances.], batch size: 75, lr: 3.20e-04
2022-08-28 03:38:11,664 INFO [train.py:927] (5/8) Epoch 12, batch 5250, giga_loss[loss=0.2133, simple_loss=0.2921, pruned_loss=0.06722, over 12421.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.0238, over 48.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3112, pruned_loss=0.07714, over 2471791.40 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07208, over 19534.81 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2894, pruned_loss=0.05603, over 2299816.27 frames. utt_duration=1308 frames, utt_pad_proportion=0.04194, over 7043.57 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3146, pruned_loss=0.08009, over 2472766.96 frames. utt_duration=465 frames, utt_pad_proportion=0.07466, over 21340.33 utterances.], batch size: 48, lr: 3.20e-04
2022-08-28 03:39:57,618 INFO [train.py:927] (5/8) Epoch 12, batch 5300, giga_loss[loss=0.2225, simple_loss=0.3082, pruned_loss=0.06839, over 12443.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.02866, over 80.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3096, pruned_loss=0.07704, over 2471266.70 frames. utt_duration=515 frames, utt_pad_proportion=0.07052, over 19247.68 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2883, pruned_loss=0.05552, over 2306123.71 frames. utt_duration=1316 frames, utt_pad_proportion=0.04106, over 7019.63 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3139, pruned_loss=0.08057, over 2472448.76 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07336, over 21168.10 utterances.], batch size: 80, lr: 3.20e-04
2022-08-28 03:41:43,055 INFO [train.py:927] (5/8) Epoch 12, batch 5350, giga_loss[loss=0.2652, simple_loss=0.324, pruned_loss=0.1032, over 12335.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.207, over 370.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3092, pruned_loss=0.07683, over 2471269.40 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07222, over 19759.36 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2882, pruned_loss=0.05543, over 2309414.85 frames. utt_duration=1317 frames, utt_pad_proportion=0.04069, over 7024.20 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3132, pruned_loss=0.08007, over 2472187.21 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0746, over 21494.39 utterances.], batch size: 370, lr: 3.20e-04
2022-08-28 03:43:25,330 INFO [train.py:927] (5/8) Epoch 12, batch 5400, giga_loss[loss=0.2558, simple_loss=0.3231, pruned_loss=0.09429, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03566, over 105.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3107, pruned_loss=0.077, over 2471920.16 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06696, over 19504.24 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2877, pruned_loss=0.05509, over 2314479.55 frames. utt_duration=1318 frames, utt_pad_proportion=0.04083, over 7031.57 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08057, over 2473161.62 frames. utt_duration=466 frames, utt_pad_proportion=0.06953, over 21293.71 utterances.], batch size: 105, lr: 3.20e-04
2022-08-28 03:45:12,321 INFO [train.py:927] (5/8) Epoch 12, batch 5450, giga_loss[loss=0.1838, simple_loss=0.2965, pruned_loss=0.03549, over 12317.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04412, over 26.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3116, pruned_loss=0.07672, over 2472954.32 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06607, over 18889.25 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2881, pruned_loss=0.05506, over 2318554.40 frames. utt_duration=1322 frames, utt_pad_proportion=0.04004, over 7023.84 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3151, pruned_loss=0.08006, over 2473796.38 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06868, over 20586.90 utterances.], batch size: 26, lr: 3.20e-04
2022-08-28 03:46:57,686 INFO [train.py:927] (5/8) Epoch 12, batch 5500, giga_loss[loss=0.2268, simple_loss=0.3185, pruned_loss=0.06761, over 12316.00 frames. utt_duration=1591 frames, utt_pad_proportion=0.04161, over 31.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3148, pruned_loss=0.07732, over 2472768.68 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07043, over 19791.34 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.05504, over 2320026.84 frames. utt_duration=1318 frames, utt_pad_proportion=0.04014, over 7047.56 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3177, pruned_loss=0.08018, over 2473498.82 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07224, over 21226.28 utterances.], batch size: 31, lr: 3.20e-04
2022-08-28 03:48:40,514 INFO [train.py:927] (5/8) Epoch 12, batch 5550, libri_loss[loss=0.1874, simple_loss=0.2814, pruned_loss=0.04667, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005926, over 34.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3177, pruned_loss=0.07926, over 2472481.97 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06888, over 19700.92 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2883, pruned_loss=0.05494, over 2322315.75 frames. utt_duration=1317 frames, utt_pad_proportion=0.03973, over 7059.76 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3204, pruned_loss=0.0819, over 2473045.44 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07068, over 20990.02 utterances.], batch size: 34, lr: 3.20e-04
2022-08-28 03:50:28,123 INFO [train.py:927] (5/8) Epoch 12, batch 5600, giga_loss[loss=0.3163, simple_loss=0.358, pruned_loss=0.1373, over 12382.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3194, pruned_loss=0.08107, over 2472718.35 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07098, over 20314.85 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2884, pruned_loss=0.05497, over 2323096.17 frames. utt_duration=1317 frames, utt_pad_proportion=0.03957, over 7062.46 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3215, pruned_loss=0.08321, over 2473135.04 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07235, over 21372.95 utterances.], batch size: 257, lr: 3.20e-04
2022-08-28 03:52:11,872 INFO [train.py:927] (5/8) Epoch 12, batch 5650, giga_loss[loss=0.2157, simple_loss=0.3135, pruned_loss=0.05898, over 12310.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3187, pruned_loss=0.07953, over 2473406.47 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07007, over 20483.34 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2884, pruned_loss=0.05504, over 2325143.17 frames. utt_duration=1319 frames, utt_pad_proportion=0.03909, over 7059.53 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3208, pruned_loss=0.0815, over 2473900.17 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07147, over 21500.18 utterances.], batch size: 74, lr: 3.20e-04
2022-08-28 03:53:54,776 INFO [train.py:927] (5/8) Epoch 12, batch 5700, giga_loss[loss=0.232, simple_loss=0.3098, pruned_loss=0.07704, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03556, over 37.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3184, pruned_loss=0.07885, over 2473860.65 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07306, over 20510.34 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2882, pruned_loss=0.05502, over 2330816.29 frames. utt_duration=1322 frames, utt_pad_proportion=0.03788, over 7061.33 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3214, pruned_loss=0.08135, over 2474365.01 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07483, over 21838.58 utterances.], batch size: 37, lr: 3.20e-04
2022-08-28 03:55:40,397 INFO [train.py:927] (5/8) Epoch 12, batch 5750, libri_loss[loss=0.2063, simple_loss=0.3078, pruned_loss=0.0524, over 12390.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007839, over 38.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3174, pruned_loss=0.07883, over 2472211.03 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07341, over 20515.72 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2879, pruned_loss=0.05487, over 2333192.32 frames. utt_duration=1326 frames, utt_pad_proportion=0.03734, over 7048.26 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3205, pruned_loss=0.08137, over 2473002.85 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07514, over 21824.67 utterances.], batch size: 38, lr: 3.20e-04
2022-08-28 03:57:23,157 INFO [train.py:927] (5/8) Epoch 12, batch 5800, giga_loss[loss=0.2474, simple_loss=0.3171, pruned_loss=0.08883, over 12393.00 frames. utt_duration=973.5 frames, utt_pad_proportion=0.02942, over 51.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3143, pruned_loss=0.07774, over 2472680.99 frames. utt_duration=497 frames, utt_pad_proportion=0.07, over 19961.77 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2872, pruned_loss=0.05462, over 2339233.93 frames. utt_duration=1335 frames, utt_pad_proportion=0.03598, over 7017.44 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3187, pruned_loss=0.08108, over 2474041.56 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07256, over 21659.33 utterances.], batch size: 51, lr: 3.20e-04
2022-08-28 03:59:09,430 INFO [train.py:927] (5/8) Epoch 12, batch 5850, giga_loss[loss=0.2242, simple_loss=0.3055, pruned_loss=0.07141, over 12357.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02319, over 45.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07883, over 2472565.36 frames. utt_duration=460 frames, utt_pad_proportion=0.08262, over 21568.74 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2869, pruned_loss=0.05452, over 2340465.87 frames. utt_duration=1336 frames, utt_pad_proportion=0.03586, over 7014.24 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3171, pruned_loss=0.08173, over 2473726.10 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08385, over 23017.12 utterances.], batch size: 45, lr: 3.20e-04
2022-08-28 04:00:47,330 INFO [train.py:927] (5/8) Epoch 12, batch 5900, giga_loss[loss=0.2241, simple_loss=0.3119, pruned_loss=0.06821, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03799, over 113.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3112, pruned_loss=0.07697, over 2473324.43 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07771, over 20781.64 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.0545, over 2345606.39 frames. utt_duration=1334 frames, utt_pad_proportion=0.03581, over 7041.62 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3152, pruned_loss=0.08019, over 2474311.86 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07958, over 22439.47 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 04:02:26,686 INFO [train.py:927] (5/8) Epoch 12, batch 5950, giga_loss[loss=0.2794, simple_loss=0.3337, pruned_loss=0.1126, over 12378.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.308, pruned_loss=0.07408, over 2473354.63 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07615, over 20642.33 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2875, pruned_loss=0.05486, over 2351118.66 frames. utt_duration=1313 frames, utt_pad_proportion=0.04148, over 7172.39 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07726, over 2474286.86 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07687, over 22430.28 utterances.], batch size: 259, lr: 3.20e-04
2022-08-28 04:04:22,586 INFO [train.py:927] (5/8) Epoch 12, batch 6000, giga_loss[loss=0.1953, simple_loss=0.2805, pruned_loss=0.05511, over 12226.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03766, over 28.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3069, pruned_loss=0.07405, over 2473292.96 frames. utt_duration=474.7 frames, utt_pad_proportion=0.08006, over 20904.83 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2877, pruned_loss=0.05497, over 2353652.15 frames. utt_duration=1309 frames, utt_pad_proportion=0.04182, over 7198.65 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3101, pruned_loss=0.07682, over 2473936.63 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0805, over 22538.53 utterances.], batch size: 28, lr: 3.20e-04
2022-08-28 04:04:22,588 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 04:04:37,758 INFO [train.py:967] (5/8) 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 04:06:20,545 INFO [train.py:927] (5/8) Epoch 12, batch 6050, giga_loss[loss=0.2156, simple_loss=0.3046, pruned_loss=0.06333, over 12336.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.306, pruned_loss=0.07376, over 2473861.29 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07945, over 20912.57 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2879, pruned_loss=0.05498, over 2356047.16 frames. utt_duration=1308 frames, utt_pad_proportion=0.04172, over 7214.43 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3087, pruned_loss=0.07629, over 2474357.89 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08011, over 22446.09 utterances.], batch size: 85, lr: 3.20e-04
2022-08-28 04:08:04,641 INFO [train.py:927] (5/8) Epoch 12, batch 6100, giga_loss[loss=0.3276, simple_loss=0.3702, pruned_loss=0.1425, over 12401.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3079, pruned_loss=0.0749, over 2473789.48 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07751, over 21083.15 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2875, pruned_loss=0.05478, over 2357032.12 frames. utt_duration=1311 frames, utt_pad_proportion=0.04154, over 7201.31 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3105, pruned_loss=0.07721, over 2474343.36 frames. utt_duration=443 frames, utt_pad_proportion=0.07828, over 22415.28 utterances.], batch size: 259, lr: 3.20e-04
2022-08-28 04:09:46,341 INFO [train.py:927] (5/8) Epoch 12, batch 6150, giga_loss[loss=0.2286, simple_loss=0.303, pruned_loss=0.07712, over 12379.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05959, over 182.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3071, pruned_loss=0.07402, over 2474179.62 frames. utt_duration=504 frames, utt_pad_proportion=0.07055, over 19693.34 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2874, pruned_loss=0.05474, over 2360329.88 frames. utt_duration=1309 frames, utt_pad_proportion=0.04158, over 7221.44 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3097, pruned_loss=0.07641, over 2474747.73 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07194, over 21087.43 utterances.], batch size: 182, lr: 3.20e-04
2022-08-28 04:11:32,541 INFO [train.py:927] (5/8) Epoch 12, batch 6200, giga_loss[loss=0.2281, simple_loss=0.3173, pruned_loss=0.06943, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02702, over 45.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3079, pruned_loss=0.07414, over 2473305.24 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06557, over 18946.55 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.287, pruned_loss=0.05467, over 2364892.00 frames. utt_duration=1317 frames, utt_pad_proportion=0.04003, over 7190.02 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3113, pruned_loss=0.07699, over 2474658.12 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06797, over 20652.90 utterances.], batch size: 45, lr: 3.20e-04
2022-08-28 04:13:15,614 INFO [train.py:927] (5/8) Epoch 12, batch 6250, giga_loss[loss=0.2625, simple_loss=0.3341, pruned_loss=0.09547, over 12425.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03314, over 43.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3099, pruned_loss=0.07561, over 2473339.10 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06578, over 19169.02 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2868, pruned_loss=0.05465, over 2368995.74 frames. utt_duration=1321 frames, utt_pad_proportion=0.03941, over 7183.88 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.0787, over 2474590.43 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06825, over 21010.08 utterances.], batch size: 43, lr: 3.20e-04
2022-08-28 04:15:03,344 INFO [train.py:927] (5/8) Epoch 12, batch 6300, giga_loss[loss=0.2077, simple_loss=0.3028, pruned_loss=0.05633, over 12390.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.312, pruned_loss=0.07667, over 2474152.75 frames. utt_duration=519.8 frames, utt_pad_proportion=0.0651, over 19093.76 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2873, pruned_loss=0.05488, over 2372518.03 frames. utt_duration=1308 frames, utt_pad_proportion=0.04288, over 7262.15 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3154, pruned_loss=0.07962, over 2475250.29 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06646, over 20868.01 utterances.], batch size: 58, lr: 3.20e-04
2022-08-28 04:16:46,340 INFO [train.py:927] (5/8) Epoch 12, batch 6350, giga_loss[loss=0.2771, simple_loss=0.3482, pruned_loss=0.103, over 12445.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3132, pruned_loss=0.07656, over 2474812.40 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06419, over 19789.15 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2877, pruned_loss=0.05489, over 2374369.24 frames. utt_duration=1304 frames, utt_pad_proportion=0.04335, over 7290.42 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3159, pruned_loss=0.07927, over 2475836.81 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06534, over 21393.19 utterances.], batch size: 105, lr: 3.20e-04
2022-08-28 04:18:28,778 INFO [train.py:927] (5/8) Epoch 12, batch 6400, giga_loss[loss=0.2545, simple_loss=0.3201, pruned_loss=0.09443, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03013, over 45.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3142, pruned_loss=0.07831, over 2474782.93 frames. utt_duration=470 frames, utt_pad_proportion=0.06856, over 21124.84 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2874, pruned_loss=0.05483, over 2377027.64 frames. utt_duration=1308 frames, utt_pad_proportion=0.04253, over 7277.79 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3174, pruned_loss=0.08111, over 2475859.31 frames. utt_duration=436.6 frames, utt_pad_proportion=0.06957, over 22758.44 utterances.], batch size: 45, lr: 3.20e-04
2022-08-28 04:20:13,752 INFO [train.py:927] (5/8) Epoch 12, batch 6450, giga_loss[loss=0.2022, simple_loss=0.2831, pruned_loss=0.06068, over 12355.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3139, pruned_loss=0.07875, over 2475206.17 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06774, over 21150.68 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2879, pruned_loss=0.05514, over 2378627.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04703, over 7363.79 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3163, pruned_loss=0.08102, over 2475931.26 frames. utt_duration=440.6 frames, utt_pad_proportion=0.06756, over 22552.64 utterances.], batch size: 58, lr: 3.19e-04
2022-08-28 04:21:59,195 INFO [train.py:927] (5/8) Epoch 12, batch 6500, giga_loss[loss=0.2202, simple_loss=0.3011, pruned_loss=0.06963, over 12117.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03607, over 33.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3128, pruned_loss=0.07855, over 2475161.06 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06935, over 20923.03 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2878, pruned_loss=0.05507, over 2381696.95 frames. utt_duration=1295 frames, utt_pad_proportion=0.04625, over 7367.06 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.08112, over 2475537.41 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06959, over 22444.73 utterances.], batch size: 33, lr: 3.19e-04
2022-08-28 04:23:40,160 INFO [train.py:927] (5/8) Epoch 12, batch 6550, giga_loss[loss=0.2442, simple_loss=0.3224, pruned_loss=0.08302, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04183, over 113.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.07978, over 2475437.94 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07185, over 21099.36 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2879, pruned_loss=0.05516, over 2383001.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.04571, over 7367.57 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08207, over 2475812.81 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07216, over 22484.88 utterances.], batch size: 113, lr: 3.19e-04
2022-08-28 04:25:21,792 INFO [train.py:927] (5/8) Epoch 12, batch 6600, giga_loss[loss=0.2605, simple_loss=0.3274, pruned_loss=0.09678, over 12391.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06934, over 211.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3145, pruned_loss=0.08062, over 2475180.05 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07402, over 21696.28 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2878, pruned_loss=0.05506, over 2385146.68 frames. utt_duration=1294 frames, utt_pad_proportion=0.04567, over 7378.79 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.08322, over 2475999.63 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07438, over 23180.23 utterances.], batch size: 211, lr: 3.19e-04
2022-08-28 04:27:05,108 INFO [train.py:927] (5/8) Epoch 12, batch 6650, giga_loss[loss=0.2653, simple_loss=0.3361, pruned_loss=0.09722, over 12424.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3137, pruned_loss=0.08032, over 2474550.09 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07254, over 21265.86 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2874, pruned_loss=0.05492, over 2387143.55 frames. utt_duration=1298 frames, utt_pad_proportion=0.04534, over 7362.62 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3168, pruned_loss=0.08306, over 2475394.42 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07323, over 22765.17 utterances.], batch size: 105, lr: 3.19e-04
2022-08-28 04:28:47,920 INFO [train.py:927] (5/8) Epoch 12, batch 6700, giga_loss[loss=0.2325, simple_loss=0.3035, pruned_loss=0.08081, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03343, over 40.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3151, pruned_loss=0.08128, over 2474904.64 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07394, over 21762.30 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2875, pruned_loss=0.05492, over 2387968.18 frames. utt_duration=1298 frames, utt_pad_proportion=0.04503, over 7368.00 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3177, pruned_loss=0.08367, over 2475615.59 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07459, over 23072.41 utterances.], batch size: 40, lr: 3.19e-04
2022-08-28 04:30:31,070 INFO [train.py:927] (5/8) Epoch 12, batch 6750, giga_loss[loss=0.2544, simple_loss=0.3225, pruned_loss=0.09311, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03186, over 42.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3167, pruned_loss=0.08238, over 2474386.95 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07066, over 21614.36 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2878, pruned_loss=0.05496, over 2390197.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.04566, over 7406.42 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3193, pruned_loss=0.085, over 2475267.40 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07145, over 23014.37 utterances.], batch size: 42, lr: 3.19e-04
2022-08-28 04:32:13,431 INFO [train.py:927] (5/8) Epoch 12, batch 6800, giga_loss[loss=0.2524, simple_loss=0.3315, pruned_loss=0.08665, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.0835, over 2474270.17 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07618, over 22349.55 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2883, pruned_loss=0.05541, over 2392086.66 frames. utt_duration=1295 frames, utt_pad_proportion=0.04496, over 7398.35 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3204, pruned_loss=0.08565, over 2474784.21 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07681, over 23715.86 utterances.], batch size: 91, lr: 3.19e-04
2022-08-28 04:33:53,442 INFO [train.py:927] (5/8) Epoch 12, batch 6850, libri_loss[loss=0.1824, simple_loss=0.2784, pruned_loss=0.04317, over 12192.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005906, over 33.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3182, pruned_loss=0.08328, over 2473631.72 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07786, over 22145.66 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2882, pruned_loss=0.05535, over 2393903.90 frames. utt_duration=1298 frames, utt_pad_proportion=0.04421, over 7387.45 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3207, pruned_loss=0.0857, over 2474239.41 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07868, over 23582.17 utterances.], batch size: 33, lr: 3.19e-04
2022-08-28 04:35:36,079 INFO [train.py:927] (5/8) Epoch 12, batch 6900, libri_loss[loss=0.1682, simple_loss=0.2516, pruned_loss=0.04239, over 12232.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008322, over 29.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08191, over 2474149.20 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07347, over 21641.37 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.288, pruned_loss=0.05512, over 2396458.87 frames. utt_duration=1300 frames, utt_pad_proportion=0.04328, over 7379.85 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08495, over 2474853.29 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07497, over 23279.68 utterances.], batch size: 29, lr: 3.19e-04
2022-08-28 04:37:19,981 INFO [train.py:927] (5/8) Epoch 12, batch 6950, giga_loss[loss=0.2128, simple_loss=0.2957, pruned_loss=0.06498, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02795, over 48.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3173, pruned_loss=0.08152, over 2473754.52 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06817, over 20960.32 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2882, pruned_loss=0.05514, over 2397949.50 frames. utt_duration=1301 frames, utt_pad_proportion=0.04279, over 7382.41 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3203, pruned_loss=0.08453, over 2474695.95 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07009, over 22578.95 utterances.], batch size: 48, lr: 3.19e-04
2022-08-28 04:39:02,752 INFO [train.py:927] (5/8) Epoch 12, batch 7000, giga_loss[loss=0.2558, simple_loss=0.3371, pruned_loss=0.08726, over 12319.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08272, over 2474039.60 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07192, over 21728.36 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2881, pruned_loss=0.0551, over 2400491.75 frames. utt_duration=1303 frames, utt_pad_proportion=0.04197, over 7376.06 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.321, pruned_loss=0.086, over 2474889.32 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07364, over 23473.17 utterances.], batch size: 74, lr: 3.19e-04
2022-08-28 04:40:47,592 INFO [train.py:927] (5/8) Epoch 12, batch 7050, giga_loss[loss=0.3135, simple_loss=0.3535, pruned_loss=0.1368, over 12335.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2069, over 370.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.319, pruned_loss=0.08374, over 2474034.42 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07519, over 22020.90 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2885, pruned_loss=0.05533, over 2403162.42 frames. utt_duration=1292 frames, utt_pad_proportion=0.04543, over 7446.22 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3223, pruned_loss=0.08707, over 2474576.77 frames. utt_duration=417 frames, utt_pad_proportion=0.07561, over 23823.44 utterances.], batch size: 370, lr: 3.19e-04
2022-08-28 04:42:31,551 INFO [train.py:927] (5/8) Epoch 12, batch 7100, giga_loss[loss=0.2363, simple_loss=0.3155, pruned_loss=0.07851, over 12108.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03143, over 30.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3183, pruned_loss=0.08323, over 2474616.01 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0771, over 22174.06 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2888, pruned_loss=0.0553, over 2405293.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.04458, over 7442.10 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3213, pruned_loss=0.08654, over 2474710.42 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07777, over 23946.25 utterances.], batch size: 30, lr: 3.19e-04
2022-08-28 04:44:13,601 INFO [train.py:927] (5/8) Epoch 12, batch 7150, giga_loss[loss=0.2273, simple_loss=0.3134, pruned_loss=0.07059, over 12384.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02703, over 91.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3178, pruned_loss=0.08192, over 2475860.85 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07382, over 21784.64 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.289, pruned_loss=0.05533, over 2407201.14 frames. utt_duration=1289 frames, utt_pad_proportion=0.04495, over 7475.82 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3207, pruned_loss=0.08514, over 2475777.90 frames. utt_duration=423 frames, utt_pad_proportion=0.07471, over 23493.40 utterances.], batch size: 91, lr: 3.19e-04
2022-08-28 04:45:55,473 INFO [train.py:927] (5/8) Epoch 12, batch 7200, giga_loss[loss=0.2155, simple_loss=0.2899, pruned_loss=0.07059, over 12214.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03041, over 42.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.317, pruned_loss=0.08179, over 2475440.49 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07548, over 22049.53 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2889, pruned_loss=0.05531, over 2408663.05 frames. utt_duration=1292 frames, utt_pad_proportion=0.04424, over 7467.36 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3199, pruned_loss=0.08486, over 2475290.10 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07645, over 23678.35 utterances.], batch size: 42, lr: 3.19e-04
2022-08-28 04:47:38,432 INFO [train.py:927] (5/8) Epoch 12, batch 7250, giga_loss[loss=0.2156, simple_loss=0.2923, pruned_loss=0.06948, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04369, over 34.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3131, pruned_loss=0.07997, over 2475217.35 frames. utt_duration=465.8 frames, utt_pad_proportion=0.0736, over 21321.94 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2886, pruned_loss=0.05518, over 2409517.72 frames. utt_duration=1296 frames, utt_pad_proportion=0.04373, over 7446.26 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3161, pruned_loss=0.08294, over 2475503.63 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07479, over 22877.74 utterances.], batch size: 34, lr: 3.19e-04
2022-08-28 04:49:21,740 INFO [train.py:927] (5/8) Epoch 12, batch 7300, giga_loss[loss=0.2336, simple_loss=0.3018, pruned_loss=0.08271, over 12435.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3101, pruned_loss=0.0788, over 2475105.62 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07164, over 20629.21 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2882, pruned_loss=0.05509, over 2410556.70 frames. utt_duration=1299 frames, utt_pad_proportion=0.0433, over 7430.60 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3132, pruned_loss=0.08156, over 2475285.13 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07299, over 22057.13 utterances.], batch size: 105, lr: 3.19e-04
2022-08-28 04:51:04,218 INFO [train.py:927] (5/8) Epoch 12, batch 7350, giga_loss[loss=0.2148, simple_loss=0.304, pruned_loss=0.06277, over 12375.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03197, over 62.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3103, pruned_loss=0.07799, over 2474696.56 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07772, over 21833.82 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2884, pruned_loss=0.0551, over 2411847.27 frames. utt_duration=1299 frames, utt_pad_proportion=0.04271, over 7433.98 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.313, pruned_loss=0.0806, over 2474808.43 frames. utt_duration=428 frames, utt_pad_proportion=0.07877, over 23211.14 utterances.], batch size: 62, lr: 3.19e-04
2022-08-28 04:52:45,471 INFO [train.py:927] (5/8) Epoch 12, batch 7400, giga_loss[loss=0.2327, simple_loss=0.313, pruned_loss=0.07617, over 12415.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07706, over 213.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3084, pruned_loss=0.07429, over 2474343.28 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07619, over 22307.18 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.055, over 2412632.47 frames. utt_duration=1296 frames, utt_pad_proportion=0.04304, over 7452.95 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.311, pruned_loss=0.07684, over 2474869.33 frames. utt_duration=419.9 frames, utt_pad_proportion=0.07723, over 23660.84 utterances.], batch size: 213, lr: 3.19e-04
2022-08-28 04:54:30,119 INFO [train.py:927] (5/8) Epoch 12, batch 7450, libri_loss[loss=0.1585, simple_loss=0.2521, pruned_loss=0.03243, over 12266.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03995, over 27.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3046, pruned_loss=0.07095, over 2473822.94 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07976, over 22959.58 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2875, pruned_loss=0.05457, over 2414674.52 frames. utt_duration=1304 frames, utt_pad_proportion=0.04225, over 7413.90 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.07414, over 2474891.94 frames. utt_duration=401.7 frames, utt_pad_proportion=0.08101, over 24733.59 utterances.], batch size: 27, lr: 3.19e-04
2022-08-28 04:56:14,168 INFO [train.py:927] (5/8) Epoch 12, batch 7500, giga_loss[loss=0.2379, simple_loss=0.3055, pruned_loss=0.08513, over 12341.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1853, over 360.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3037, pruned_loss=0.06857, over 2473557.97 frames. utt_duration=405.6 frames, utt_pad_proportion=0.08368, over 24479.82 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2877, pruned_loss=0.05464, over 2415007.89 frames. utt_duration=1306 frames, utt_pad_proportion=0.04191, over 7407.78 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3065, pruned_loss=0.07115, over 2474621.66 frames. utt_duration=381.9 frames, utt_pad_proportion=0.08456, over 26019.21 utterances.], batch size: 360, lr: 3.19e-04
2022-08-28 04:57:59,613 INFO [train.py:927] (5/8) Epoch 12, batch 7550, giga_loss[loss=0.2067, simple_loss=0.2999, pruned_loss=0.05672, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3037, pruned_loss=0.06812, over 2473617.41 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07926, over 24454.38 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2872, pruned_loss=0.05445, over 2415759.78 frames. utt_duration=1311 frames, utt_pad_proportion=0.04129, over 7380.82 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3066, pruned_loss=0.07064, over 2475075.86 frames. utt_duration=381.2 frames, utt_pad_proportion=0.08057, over 26072.00 utterances.], batch size: 97, lr: 3.19e-04
2022-08-28 04:59:41,789 INFO [train.py:927] (5/8) Epoch 12, batch 7600, giga_loss[loss=0.1924, simple_loss=0.2837, pruned_loss=0.05056, over 12385.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05889, over 182.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3025, pruned_loss=0.06694, over 2474159.08 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07881, over 24577.57 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2881, pruned_loss=0.05487, over 2417277.50 frames. utt_duration=1297 frames, utt_pad_proportion=0.04496, over 7462.36 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3046, pruned_loss=0.06896, over 2475523.47 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07941, over 26277.88 utterances.], batch size: 182, lr: 3.19e-04
2022-08-28 05:01:25,163 INFO [train.py:927] (5/8) Epoch 12, batch 7650, libri_loss[loss=0.1703, simple_loss=0.2608, pruned_loss=0.03997, over 12217.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007268, over 31.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3019, pruned_loss=0.06549, over 2474495.87 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07306, over 23438.48 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2879, pruned_loss=0.05471, over 2418712.47 frames. utt_duration=1298 frames, utt_pad_proportion=0.04483, over 7460.04 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3042, pruned_loss=0.06761, over 2476092.51 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07425, over 25331.16 utterances.], batch size: 31, lr: 3.19e-04
2022-08-28 05:03:10,436 INFO [train.py:927] (5/8) Epoch 12, batch 7700, giga_loss[loss=0.1907, simple_loss=0.2767, pruned_loss=0.05237, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.298, pruned_loss=0.06256, over 2474728.75 frames. utt_duration=417.6 frames, utt_pad_proportion=0.07203, over 23785.08 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2877, pruned_loss=0.05448, over 2419792.03 frames. utt_duration=1303 frames, utt_pad_proportion=0.04409, over 7435.74 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3003, pruned_loss=0.06467, over 2476298.19 frames. utt_duration=387 frames, utt_pad_proportion=0.0734, over 25688.56 utterances.], batch size: 146, lr: 3.19e-04
2022-08-28 05:04:54,629 INFO [train.py:927] (5/8) Epoch 12, batch 7750, giga_loss[loss=0.2012, simple_loss=0.2828, pruned_loss=0.05975, over 12235.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03053, over 45.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2946, pruned_loss=0.06083, over 2474333.00 frames. utt_duration=413 frames, utt_pad_proportion=0.07351, over 24047.91 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2878, pruned_loss=0.05446, over 2420731.64 frames. utt_duration=1306 frames, utt_pad_proportion=0.04327, over 7420.10 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2966, pruned_loss=0.06269, over 2475956.30 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07486, over 25948.30 utterances.], batch size: 45, lr: 3.19e-04
2022-08-28 05:06:44,083 INFO [train.py:927] (5/8) Epoch 12, batch 7800, giga_loss[loss=0.2293, simple_loss=0.3228, pruned_loss=0.06791, over 12384.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0494, over 161.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2947, pruned_loss=0.0609, over 2474644.58 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07515, over 25371.06 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2876, pruned_loss=0.05439, over 2421172.51 frames. utt_duration=1308 frames, utt_pad_proportion=0.0428, over 7412.66 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2965, pruned_loss=0.06254, over 2476475.95 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07633, over 27177.09 utterances.], batch size: 161, lr: 3.19e-04
2022-08-28 05:08:41,089 INFO [train.py:927] (5/8) Epoch 12, batch 7850, giga_loss[loss=0.2501, simple_loss=0.322, pruned_loss=0.08911, over 12402.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06078, over 2475360.93 frames. utt_duration=389.8 frames, utt_pad_proportion=0.075, over 25492.34 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.288, pruned_loss=0.05449, over 2422901.32 frames. utt_duration=1307 frames, utt_pad_proportion=0.04188, over 7426.25 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2975, pruned_loss=0.06218, over 2476702.16 frames. utt_duration=362.7 frames, utt_pad_proportion=0.0764, over 27420.00 utterances.], batch size: 257, lr: 3.19e-04
2022-08-28 05:10:41,238 INFO [train.py:927] (5/8) Epoch 12, batch 7900, giga_loss[loss=0.182, simple_loss=0.2772, pruned_loss=0.04343, over 12404.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07369, over 212.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2947, pruned_loss=0.05961, over 2475083.31 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07026, over 24874.79 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2879, pruned_loss=0.0546, over 2423660.88 frames. utt_duration=1310 frames, utt_pad_proportion=0.04124, over 7410.81 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2961, pruned_loss=0.06075, over 2476639.45 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07205, over 26836.15 utterances.], batch size: 212, lr: 3.19e-04
2022-08-28 05:12:47,731 INFO [train.py:927] (5/8) Epoch 12, batch 7950, giga_loss[loss=0.2185, simple_loss=0.3, pruned_loss=0.06851, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03053, over 58.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05793, over 2475866.47 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06671, over 24645.96 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2878, pruned_loss=0.05456, over 2424356.50 frames. utt_duration=1310 frames, utt_pad_proportion=0.04098, over 7408.67 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2947, pruned_loss=0.0589, over 2476925.98 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06849, over 26350.28 utterances.], batch size: 58, lr: 3.19e-04
2022-08-28 05:14:57,960 INFO [train.py:927] (5/8) Epoch 12, batch 8000, giga_loss[loss=0.1808, simple_loss=0.2742, pruned_loss=0.04371, over 12302.00 frames. utt_duration=746.9 frames, utt_pad_proportion=0.03123, over 66.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2917, pruned_loss=0.05791, over 2476447.35 frames. utt_duration=413 frames, utt_pad_proportion=0.06423, over 24059.30 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2881, pruned_loss=0.05467, over 2426698.05 frames. utt_duration=1308 frames, utt_pad_proportion=0.03993, over 7429.08 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05872, over 2477025.32 frames. utt_duration=382 frames, utt_pad_proportion=0.0664, over 26025.75 utterances.], batch size: 66, lr: 3.19e-04
2022-08-28 05:16:50,655 INFO [train.py:927] (5/8) Epoch 12, batch 8050, giga_loss[loss=0.2052, simple_loss=0.2953, pruned_loss=0.05753, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.02885, over 80.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2911, pruned_loss=0.05695, over 2477021.04 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06445, over 24276.02 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2883, pruned_loss=0.05468, over 2428033.76 frames. utt_duration=1310 frames, utt_pad_proportion=0.039, over 7424.28 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2917, pruned_loss=0.05766, over 2477621.05 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06658, over 26294.96 utterances.], batch size: 80, lr: 3.19e-04
2022-08-28 05:19:03,010 INFO [train.py:927] (5/8) Epoch 12, batch 8100, giga_loss[loss=0.1837, simple_loss=0.2698, pruned_loss=0.04883, over 12431.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07224, over 212.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2908, pruned_loss=0.05619, over 2477188.66 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06537, over 24405.22 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2882, pruned_loss=0.05457, over 2430362.58 frames. utt_duration=1316 frames, utt_pad_proportion=0.03763, over 7398.02 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2915, pruned_loss=0.05695, over 2477722.90 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06763, over 26811.82 utterances.], batch size: 212, lr: 3.19e-04
2022-08-28 05:21:05,758 INFO [train.py:927] (5/8) Epoch 12, batch 8150, giga_loss[loss=0.1826, simple_loss=0.273, pruned_loss=0.04603, over 12408.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04002, over 133.00 utterances.], tot_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.05602, over 2477305.17 frames. utt_duration=402 frames, utt_pad_proportion=0.06694, over 24727.09 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.288, pruned_loss=0.05447, over 2430672.93 frames. utt_duration=1317 frames, utt_pad_proportion=0.03732, over 7390.11 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2908, pruned_loss=0.05672, over 2478058.95 frames. utt_duration=370.5 frames, utt_pad_proportion=0.06878, over 26846.22 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 05:23:12,490 INFO [train.py:927] (5/8) Epoch 12, batch 8200, giga_loss[loss=0.2127, simple_loss=0.3072, pruned_loss=0.05908, over 12364.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03259, over 97.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2918, pruned_loss=0.05503, over 2477541.85 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06893, over 25385.04 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.288, pruned_loss=0.05447, over 2430759.12 frames. utt_duration=1319 frames, utt_pad_proportion=0.03705, over 7380.23 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2924, pruned_loss=0.0556, over 2478480.58 frames. utt_duration=365.5 frames, utt_pad_proportion=0.07037, over 27218.23 utterances.], batch size: 97, lr: 3.19e-04
2022-08-28 05:25:22,936 INFO [train.py:927] (5/8) Epoch 12, batch 8250, giga_loss[loss=0.2328, simple_loss=0.3291, pruned_loss=0.06828, over 12445.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06167, over 183.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2922, pruned_loss=0.05443, over 2477146.63 frames. utt_duration=393 frames, utt_pad_proportion=0.06973, over 25290.93 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2877, pruned_loss=0.05442, over 2431386.00 frames. utt_duration=1324 frames, utt_pad_proportion=0.03665, over 7355.81 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.293, pruned_loss=0.05492, over 2478192.74 frames. utt_duration=367 frames, utt_pad_proportion=0.07108, over 27099.92 utterances.], batch size: 183, lr: 3.19e-04
2022-08-28 05:27:23,661 INFO [train.py:927] (5/8) Epoch 12, batch 8300, giga_loss[loss=0.2538, simple_loss=0.323, pruned_loss=0.09228, over 12403.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.202, simple_loss=0.293, pruned_loss=0.05555, over 2477132.52 frames. utt_duration=387.9 frames, utt_pad_proportion=0.07247, over 25621.53 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2875, pruned_loss=0.05428, over 2432184.07 frames. utt_duration=1323 frames, utt_pad_proportion=0.03629, over 7360.38 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2939, pruned_loss=0.05608, over 2478459.59 frames. utt_duration=360.9 frames, utt_pad_proportion=0.07372, over 27560.76 utterances.], batch size: 257, lr: 3.19e-04
2022-08-28 05:29:55,603 INFO [train.py:927] (5/8) Epoch 12, batch 8350, libri_loss[loss=0.2401, simple_loss=0.342, pruned_loss=0.06916, over 12459.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00856, over 39.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2932, pruned_loss=0.05575, over 2477602.95 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06669, over 24896.75 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.05429, over 2432656.27 frames. utt_duration=1325 frames, utt_pad_proportion=0.03589, over 7354.06 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2938, pruned_loss=0.05616, over 2478822.22 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06828, over 26682.50 utterances.], batch size: 39, lr: 3.18e-04
2022-08-28 05:32:01,770 INFO [train.py:927] (5/8) Epoch 12, batch 8400, giga_loss[loss=0.149, simple_loss=0.2388, pruned_loss=0.02955, over 12444.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.03719, over 26.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.29, pruned_loss=0.05449, over 2478211.62 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06401, over 24332.15 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.05434, over 2433642.37 frames. utt_duration=1326 frames, utt_pad_proportion=0.03536, over 7350.00 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2906, pruned_loss=0.0548, over 2479099.73 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06574, over 26049.83 utterances.], batch size: 26, lr: 3.18e-04
2022-08-28 05:33:59,611 INFO [train.py:927] (5/8) Epoch 12, batch 8450, libri_loss[loss=0.1666, simple_loss=0.2549, pruned_loss=0.03917, over 12354.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00549, over 33.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.291, pruned_loss=0.0553, over 2478412.06 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06402, over 23706.98 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2878, pruned_loss=0.0545, over 2435400.26 frames. utt_duration=1313 frames, utt_pad_proportion=0.03981, over 7426.41 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2915, pruned_loss=0.05543, over 2479542.12 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06474, over 25815.45 utterances.], batch size: 33, lr: 3.18e-04
2022-08-28 05:35:59,197 INFO [train.py:927] (5/8) Epoch 12, batch 8500, giga_loss[loss=0.2128, simple_loss=0.2947, pruned_loss=0.06547, over 12461.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03252, over 105.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2907, pruned_loss=0.05608, over 2478658.21 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06501, over 23589.88 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2878, pruned_loss=0.05457, over 2436702.13 frames. utt_duration=1291 frames, utt_pad_proportion=0.04776, over 7561.54 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2913, pruned_loss=0.05618, over 2479735.18 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06386, over 25672.03 utterances.], batch size: 105, lr: 3.18e-04
2022-08-28 05:38:06,771 INFO [train.py:927] (5/8) Epoch 12, batch 8550, giga_loss[loss=0.1967, simple_loss=0.287, pruned_loss=0.05319, over 12381.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.02478, over 62.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05667, over 2478776.44 frames. utt_duration=411 frames, utt_pad_proportion=0.06556, over 24192.75 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2876, pruned_loss=0.05443, over 2437357.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.04708, over 7553.39 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05689, over 2479794.60 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06487, over 26141.91 utterances.], batch size: 62, lr: 3.18e-04
2022-08-28 05:40:23,940 INFO [train.py:927] (5/8) Epoch 12, batch 8600, giga_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04987, over 12442.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05623, over 182.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2927, pruned_loss=0.05687, over 2478578.88 frames. utt_duration=413 frames, utt_pad_proportion=0.06461, over 24072.75 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05444, over 2437898.74 frames. utt_duration=1295 frames, utt_pad_proportion=0.04637, over 7540.40 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.293, pruned_loss=0.05707, over 2479612.36 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06438, over 25916.57 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 05:42:35,203 INFO [train.py:927] (5/8) Epoch 12, batch 8650, giga_loss[loss=0.1824, simple_loss=0.2678, pruned_loss=0.04852, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.03936, over 28.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.291, pruned_loss=0.05669, over 2477279.67 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06601, over 23790.04 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2876, pruned_loss=0.05433, over 2438424.12 frames. utt_duration=1301 frames, utt_pad_proportion=0.04533, over 7506.84 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05703, over 2478917.27 frames. utt_duration=385 frames, utt_pad_proportion=0.06617, over 25833.09 utterances.], batch size: 28, lr: 3.18e-04
2022-08-28 05:44:32,766 INFO [train.py:927] (5/8) Epoch 12, batch 8700, giga_loss[loss=0.1924, simple_loss=0.2725, pruned_loss=0.05609, over 12361.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.287, pruned_loss=0.0551, over 2477117.13 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06933, over 23997.36 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2879, pruned_loss=0.05439, over 2439064.98 frames. utt_duration=1304 frames, utt_pad_proportion=0.04428, over 7488.81 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2873, pruned_loss=0.05538, over 2478880.77 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06964, over 26088.14 utterances.], batch size: 362, lr: 3.18e-04
2022-08-28 05:46:33,162 INFO [train.py:927] (5/8) Epoch 12, batch 8750, giga_loss[loss=0.1886, simple_loss=0.2697, pruned_loss=0.05379, over 12395.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07085, over 212.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2871, pruned_loss=0.05598, over 2476797.13 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07727, over 25448.51 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05449, over 2439653.46 frames. utt_duration=1287 frames, utt_pad_proportion=0.04875, over 7592.36 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2872, pruned_loss=0.05613, over 2478335.51 frames. utt_duration=363.9 frames, utt_pad_proportion=0.07611, over 27332.28 utterances.], batch size: 212, lr: 3.18e-04
2022-08-28 05:48:39,254 INFO [train.py:927] (5/8) Epoch 12, batch 8800, giga_loss[loss=0.1943, simple_loss=0.2878, pruned_loss=0.05037, over 12377.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05559, over 181.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2865, pruned_loss=0.055, over 2476561.02 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07354, over 25037.01 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2882, pruned_loss=0.05466, over 2440366.58 frames. utt_duration=1285 frames, utt_pad_proportion=0.04867, over 7603.75 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2864, pruned_loss=0.05497, over 2477966.64 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07303, over 26914.47 utterances.], batch size: 181, lr: 3.18e-04
2022-08-28 05:50:50,319 INFO [train.py:927] (5/8) Epoch 12, batch 8850, giga_loss[loss=0.1884, simple_loss=0.2797, pruned_loss=0.04853, over 12407.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03525, over 75.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2855, pruned_loss=0.05443, over 2476904.56 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07433, over 24292.11 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2888, pruned_loss=0.0551, over 2441885.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.06008, over 7815.97 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2848, pruned_loss=0.05403, over 2478281.47 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07138, over 26399.47 utterances.], batch size: 75, lr: 3.18e-04
2022-08-28 05:52:56,280 INFO [train.py:927] (5/8) Epoch 12, batch 8900, giga_loss[loss=0.1673, simple_loss=0.2549, pruned_loss=0.03985, over 12346.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2853, pruned_loss=0.05439, over 2476877.68 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06958, over 23835.51 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2886, pruned_loss=0.05505, over 2441984.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.05979, over 7800.87 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2849, pruned_loss=0.05411, over 2478163.77 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06762, over 25640.96 utterances.], batch size: 70, lr: 3.18e-04
2022-08-28 05:54:53,078 INFO [train.py:927] (5/8) Epoch 12, batch 8950, giga_loss[loss=0.2422, simple_loss=0.334, pruned_loss=0.0752, over 12326.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.02919, over 79.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2844, pruned_loss=0.05396, over 2476779.77 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07145, over 24184.21 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2884, pruned_loss=0.05494, over 2442866.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.05826, over 7759.40 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.284, pruned_loss=0.05382, over 2478133.61 frames. utt_duration=379.2 frames, utt_pad_proportion=0.07033, over 26221.17 utterances.], batch size: 79, lr: 3.18e-04
2022-08-28 05:56:56,067 INFO [train.py:927] (5/8) Epoch 12, batch 9000, giga_loss[loss=0.2124, simple_loss=0.3018, pruned_loss=0.06147, over 12391.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03257, over 122.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2864, pruned_loss=0.05394, over 2477290.68 frames. utt_duration=406 frames, utt_pad_proportion=0.07023, over 24481.39 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2884, pruned_loss=0.05491, over 2443281.32 frames. utt_duration=1264 frames, utt_pad_proportion=0.0576, over 7744.09 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2861, pruned_loss=0.05383, over 2478455.39 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06965, over 26338.19 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 05:56:56,068 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 05:57:10,157 INFO [train.py:967] (5/8) 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 05:59:07,210 INFO [train.py:927] (5/8) Epoch 12, batch 9050, giga_loss[loss=0.2249, simple_loss=0.3137, pruned_loss=0.06808, over 12406.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03606, over 113.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2878, pruned_loss=0.05401, over 2476829.89 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06508, over 23635.27 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2883, pruned_loss=0.05483, over 2443907.78 frames. utt_duration=1269 frames, utt_pad_proportion=0.05634, over 7715.09 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2877, pruned_loss=0.05397, over 2478101.16 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06536, over 25582.33 utterances.], batch size: 113, lr: 3.18e-04
2022-08-28 06:01:07,077 INFO [train.py:927] (5/8) Epoch 12, batch 9100, giga_loss[loss=0.19, simple_loss=0.2788, pruned_loss=0.05057, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02491, over 48.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2863, pruned_loss=0.05324, over 2477029.27 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06383, over 23598.55 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.288, pruned_loss=0.05475, over 2444955.87 frames. utt_duration=1275 frames, utt_pad_proportion=0.05463, over 7680.23 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2865, pruned_loss=0.05324, over 2478266.25 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06472, over 25769.55 utterances.], batch size: 48, lr: 3.18e-04
2022-08-28 06:03:02,758 INFO [train.py:927] (5/8) Epoch 12, batch 9150, giga_loss[loss=0.1939, simple_loss=0.2743, pruned_loss=0.05681, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03173, over 80.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2845, pruned_loss=0.05293, over 2477065.65 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06529, over 23283.83 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2878, pruned_loss=0.05472, over 2445122.89 frames. utt_duration=1278 frames, utt_pad_proportion=0.05404, over 7659.11 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2847, pruned_loss=0.05293, over 2478318.00 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06608, over 25218.23 utterances.], batch size: 80, lr: 3.18e-04
2022-08-28 06:05:08,064 INFO [train.py:927] (5/8) Epoch 12, batch 9200, giga_loss[loss=0.2163, simple_loss=0.3059, pruned_loss=0.06338, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03645, over 113.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2869, pruned_loss=0.05459, over 2477113.55 frames. utt_duration=397.4 frames, utt_pad_proportion=0.07016, over 25010.67 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2879, pruned_loss=0.05469, over 2445249.21 frames. utt_duration=1281 frames, utt_pad_proportion=0.05375, over 7645.53 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2869, pruned_loss=0.05462, over 2478274.94 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07055, over 26692.39 utterances.], batch size: 113, lr: 3.18e-04
2022-08-28 06:07:03,100 INFO [train.py:927] (5/8) Epoch 12, batch 9250, giga_loss[loss=0.2054, simple_loss=0.3017, pruned_loss=0.05458, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2885, pruned_loss=0.0554, over 2477700.74 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06597, over 24286.68 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2878, pruned_loss=0.0546, over 2445706.13 frames. utt_duration=1284 frames, utt_pad_proportion=0.05318, over 7625.96 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2886, pruned_loss=0.0555, over 2478647.77 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06672, over 25867.46 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:09:16,646 INFO [train.py:927] (5/8) Epoch 12, batch 9300, giga_loss[loss=0.2291, simple_loss=0.3152, pruned_loss=0.07156, over 12435.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.02707, over 122.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2905, pruned_loss=0.05553, over 2477755.49 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06535, over 23794.54 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2878, pruned_loss=0.0545, over 2446249.41 frames. utt_duration=1286 frames, utt_pad_proportion=0.05236, over 7615.30 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05572, over 2478742.06 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06625, over 25419.72 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 06:11:23,549 INFO [train.py:927] (5/8) Epoch 12, batch 9350, giga_loss[loss=0.2045, simple_loss=0.2902, pruned_loss=0.05942, over 12329.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02938, over 66.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2894, pruned_loss=0.05499, over 2478024.17 frames. utt_duration=433 frames, utt_pad_proportion=0.06265, over 22957.71 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2881, pruned_loss=0.05464, over 2447245.77 frames. utt_duration=1276 frames, utt_pad_proportion=0.05564, over 7681.12 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2894, pruned_loss=0.05504, over 2478761.15 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06275, over 24619.69 utterances.], batch size: 66, lr: 3.18e-04
2022-08-28 06:13:20,993 INFO [train.py:927] (5/8) Epoch 12, batch 9400, giga_loss[loss=0.1888, simple_loss=0.2785, pruned_loss=0.04959, over 12324.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03626, over 62.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2888, pruned_loss=0.05493, over 2478499.58 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06456, over 23341.25 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.288, pruned_loss=0.05443, over 2448201.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.05574, over 7706.69 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2889, pruned_loss=0.05517, over 2479346.46 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06463, over 25225.82 utterances.], batch size: 62, lr: 3.18e-04
2022-08-28 06:15:23,981 INFO [train.py:927] (5/8) Epoch 12, batch 9450, giga_loss[loss=0.1897, simple_loss=0.2832, pruned_loss=0.04813, over 12459.00 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0273, over 122.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2872, pruned_loss=0.05458, over 2478285.96 frames. utt_duration=445.4 frames, utt_pad_proportion=0.0604, over 22319.13 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2876, pruned_loss=0.05437, over 2449039.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.05401, over 7671.95 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2877, pruned_loss=0.05487, over 2479274.51 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06133, over 24410.18 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 06:17:28,427 INFO [train.py:927] (5/8) Epoch 12, batch 9500, giga_loss[loss=0.2133, simple_loss=0.3134, pruned_loss=0.0566, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2871, pruned_loss=0.05398, over 2478260.93 frames. utt_duration=437.3 frames, utt_pad_proportion=0.06044, over 22733.51 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.05442, over 2449319.63 frames. utt_duration=1279 frames, utt_pad_proportion=0.05357, over 7670.24 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05417, over 2479045.70 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06132, over 24515.17 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:19:17,968 INFO [train.py:927] (5/8) Epoch 12, batch 9550, giga_loss[loss=0.1973, simple_loss=0.2923, pruned_loss=0.05111, over 12434.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2886, pruned_loss=0.05333, over 2478369.90 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06113, over 23547.34 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2876, pruned_loss=0.05435, over 2449316.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.05317, over 7666.52 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2889, pruned_loss=0.05352, over 2479253.92 frames. utt_duration=396.5 frames, utt_pad_proportion=0.0619, over 25087.90 utterances.], batch size: 105, lr: 3.18e-04
2022-08-28 06:21:31,087 INFO [train.py:927] (5/8) Epoch 12, batch 9600, giga_loss[loss=0.1828, simple_loss=0.2797, pruned_loss=0.04297, over 12461.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03684, over 105.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2886, pruned_loss=0.05285, over 2478482.59 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06209, over 23819.21 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.0545, over 2449471.33 frames. utt_duration=1266 frames, utt_pad_proportion=0.0576, over 7747.19 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2886, pruned_loss=0.05286, over 2479165.77 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06141, over 25025.21 utterances.], batch size: 105, lr: 3.18e-04
2022-08-28 06:23:40,566 INFO [train.py:927] (5/8) Epoch 12, batch 9650, giga_loss[loss=0.1928, simple_loss=0.2899, pruned_loss=0.04783, over 12394.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2891, pruned_loss=0.05286, over 2478090.43 frames. utt_duration=421 frames, utt_pad_proportion=0.06224, over 23611.03 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2882, pruned_loss=0.05463, over 2450163.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05668, over 7755.57 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2888, pruned_loss=0.05269, over 2478938.44 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06202, over 25097.85 utterances.], batch size: 133, lr: 3.18e-04
2022-08-28 06:25:53,975 INFO [train.py:927] (5/8) Epoch 12, batch 9700, giga_loss[loss=0.2405, simple_loss=0.3259, pruned_loss=0.07757, over 12323.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02636, over 79.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2899, pruned_loss=0.05357, over 2477418.91 frames. utt_duration=422 frames, utt_pad_proportion=0.0647, over 23550.40 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2872, pruned_loss=0.05418, over 2450783.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.05555, over 7709.91 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2906, pruned_loss=0.05381, over 2478436.16 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06472, over 25286.66 utterances.], batch size: 79, lr: 3.18e-04
2022-08-28 06:28:10,573 INFO [train.py:927] (5/8) Epoch 12, batch 9750, giga_loss[loss=0.1933, simple_loss=0.2844, pruned_loss=0.05109, over 12460.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.0252, over 122.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2906, pruned_loss=0.0538, over 2477622.37 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06753, over 23313.05 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.0542, over 2451316.71 frames. utt_duration=1249 frames, utt_pad_proportion=0.06349, over 7859.37 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2911, pruned_loss=0.05396, over 2478824.93 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06522, over 25061.81 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 06:30:25,948 INFO [train.py:927] (5/8) Epoch 12, batch 9800, giga_loss[loss=0.1723, simple_loss=0.2719, pruned_loss=0.03634, over 12427.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03068, over 75.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2889, pruned_loss=0.05285, over 2478087.75 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06453, over 22931.36 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2873, pruned_loss=0.05418, over 2451489.08 frames. utt_duration=1254 frames, utt_pad_proportion=0.0626, over 7831.35 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2895, pruned_loss=0.05299, over 2479340.17 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06312, over 24602.53 utterances.], batch size: 75, lr: 3.18e-04
2022-08-28 06:32:22,770 INFO [train.py:927] (5/8) Epoch 12, batch 9850, giga_loss[loss=0.1997, simple_loss=0.2892, pruned_loss=0.05507, over 12436.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02975, over 80.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2888, pruned_loss=0.05296, over 2477118.78 frames. utt_duration=442.8 frames, utt_pad_proportion=0.06382, over 22436.67 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2874, pruned_loss=0.05423, over 2452032.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.06036, over 7793.65 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2892, pruned_loss=0.05296, over 2478819.72 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06338, over 24526.58 utterances.], batch size: 80, lr: 3.18e-04
2022-08-28 06:34:19,582 INFO [train.py:927] (5/8) Epoch 12, batch 9900, giga_loss[loss=0.1996, simple_loss=0.2991, pruned_loss=0.05006, over 12391.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2907, pruned_loss=0.05378, over 2476851.43 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06779, over 23738.63 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2877, pruned_loss=0.05441, over 2452353.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.05997, over 7797.71 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2908, pruned_loss=0.05362, over 2478236.29 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06731, over 25581.50 utterances.], batch size: 161, lr: 3.18e-04
2022-08-28 06:36:08,669 INFO [train.py:927] (5/8) Epoch 12, batch 9950, libri_loss[loss=0.1848, simple_loss=0.2864, pruned_loss=0.0416, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006623, over 33.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2886, pruned_loss=0.0531, over 2477237.65 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06362, over 23531.06 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2875, pruned_loss=0.05427, over 2452484.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.05912, over 7775.92 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2889, pruned_loss=0.05308, over 2478694.25 frames. utt_duration=393 frames, utt_pad_proportion=0.06377, over 25303.94 utterances.], batch size: 33, lr: 3.18e-04
2022-08-28 06:38:02,826 INFO [train.py:927] (5/8) Epoch 12, batch 10000, giga_loss[loss=0.2427, simple_loss=0.3233, pruned_loss=0.08105, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07504, over 212.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2906, pruned_loss=0.0547, over 2477226.28 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06708, over 24168.23 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2879, pruned_loss=0.05434, over 2452990.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.06208, over 7835.57 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2905, pruned_loss=0.0546, over 2478504.59 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06622, over 25923.69 utterances.], batch size: 212, lr: 3.18e-04
2022-08-28 06:39:43,338 INFO [train.py:927] (5/8) Epoch 12, batch 10050, giga_loss[loss=0.2064, simple_loss=0.2972, pruned_loss=0.05779, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2969, pruned_loss=0.05834, over 2476230.56 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06604, over 23026.18 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05442, over 2453063.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.06105, over 7811.89 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2969, pruned_loss=0.05824, over 2477715.28 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06571, over 24802.22 utterances.], batch size: 91, lr: 3.18e-04
2022-08-28 06:41:27,142 INFO [train.py:927] (5/8) Epoch 12, batch 10100, giga_loss[loss=0.1714, simple_loss=0.2544, pruned_loss=0.04423, over 12218.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03185, over 39.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.05821, over 2475373.57 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06554, over 22477.07 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2876, pruned_loss=0.05425, over 2453128.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.06036, over 7794.78 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2949, pruned_loss=0.05836, over 2476812.85 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06554, over 24114.09 utterances.], batch size: 39, lr: 3.18e-04
2022-08-28 06:43:08,628 INFO [train.py:927] (5/8) Epoch 12, batch 10150, giga_loss[loss=0.1608, simple_loss=0.2526, pruned_loss=0.03448, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03149, over 97.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2872, pruned_loss=0.05562, over 2475180.60 frames. utt_duration=476.3 frames, utt_pad_proportion=0.062, over 20847.76 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2873, pruned_loss=0.05418, over 2453416.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05913, over 7773.87 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.288, pruned_loss=0.0559, over 2476794.26 frames. utt_duration=439.1 frames, utt_pad_proportion=0.06267, over 22630.21 utterances.], batch size: 97, lr: 3.18e-04
2022-08-28 06:44:52,470 INFO [train.py:927] (5/8) Epoch 12, batch 10200, giga_loss[loss=0.1623, simple_loss=0.2521, pruned_loss=0.03626, over 12309.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02949, over 74.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2803, pruned_loss=0.05346, over 2474368.31 frames. utt_duration=483.3 frames, utt_pad_proportion=0.0629, over 20539.15 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2877, pruned_loss=0.05443, over 2453713.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.06262, over 7833.32 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2805, pruned_loss=0.05348, over 2475765.36 frames. utt_duration=449 frames, utt_pad_proportion=0.06242, over 22122.03 utterances.], batch size: 74, lr: 3.17e-04
2022-08-28 06:46:34,188 INFO [train.py:927] (5/8) Epoch 12, batch 10250, giga_loss[loss=0.1574, simple_loss=0.2337, pruned_loss=0.0405, over 12241.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0311, over 42.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2752, pruned_loss=0.05179, over 2473520.45 frames. utt_duration=510.9 frames, utt_pad_proportion=0.05893, over 19418.97 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2881, pruned_loss=0.0545, over 2453608.40 frames. utt_duration=1258 frames, utt_pad_proportion=0.06145, over 7810.63 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2749, pruned_loss=0.05171, over 2475184.09 frames. utt_duration=473.6 frames, utt_pad_proportion=0.05917, over 20967.12 utterances.], batch size: 42, lr: 3.17e-04
2022-08-28 06:48:16,563 INFO [train.py:927] (5/8) Epoch 12, batch 10300, giga_loss[loss=0.163, simple_loss=0.245, pruned_loss=0.04048, over 12340.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02435, over 45.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2708, pruned_loss=0.05032, over 2473254.76 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06066, over 19237.81 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2874, pruned_loss=0.05413, over 2453983.89 frames. utt_duration=1262 frames, utt_pad_proportion=0.06081, over 7789.57 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2706, pruned_loss=0.05049, over 2474960.42 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06095, over 20933.26 utterances.], batch size: 45, lr: 3.17e-04
2022-08-28 06:49:58,178 INFO [train.py:927] (5/8) Epoch 12, batch 10350, giga_loss[loss=0.1635, simple_loss=0.2412, pruned_loss=0.04293, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04184, over 31.00 utterances.], tot_loss[loss=0.1818, simple_loss=0.2661, pruned_loss=0.04872, over 2473454.84 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05887, over 18426.97 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2872, pruned_loss=0.05413, over 2454044.01 frames. utt_duration=1266 frames, utt_pad_proportion=0.05991, over 7763.93 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.2658, pruned_loss=0.04877, over 2475102.41 frames. utt_duration=496.6 frames, utt_pad_proportion=0.05955, over 19995.02 utterances.], batch size: 31, lr: 3.17e-04
2022-08-28 06:51:42,090 INFO [train.py:927] (5/8) Epoch 12, batch 10400, giga_loss[loss=0.1669, simple_loss=0.2465, pruned_loss=0.04368, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03402, over 43.00 utterances.], tot_loss[loss=0.1772, simple_loss=0.2609, pruned_loss=0.04676, over 2473841.28 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06345, over 19032.10 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.287, pruned_loss=0.05413, over 2454440.65 frames. utt_duration=1269 frames, utt_pad_proportion=0.05925, over 7747.51 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2605, pruned_loss=0.04672, over 2475043.16 frames. utt_duration=486.1 frames, utt_pad_proportion=0.0639, over 20427.76 utterances.], batch size: 43, lr: 3.17e-04
2022-08-28 06:53:25,257 INFO [train.py:927] (5/8) Epoch 12, batch 10450, giga_loss[loss=0.1616, simple_loss=0.2453, pruned_loss=0.03889, over 12411.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05569, over 162.00 utterances.], tot_loss[loss=0.1737, simple_loss=0.2569, pruned_loss=0.04523, over 2473764.45 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0631, over 18669.11 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2869, pruned_loss=0.05412, over 2454417.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.05832, over 7707.24 utterances.], giga_tot_loss[loss=0.1731, simple_loss=0.2561, pruned_loss=0.04503, over 2475188.99 frames. utt_duration=495 frames, utt_pad_proportion=0.06382, over 20058.67 utterances.], batch size: 162, lr: 3.17e-04
2022-08-28 06:55:06,669 INFO [train.py:927] (5/8) Epoch 12, batch 10500, giga_loss[loss=0.2015, simple_loss=0.295, pruned_loss=0.05404, over 12396.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0213, over 66.00 utterances.], tot_loss[loss=0.178, simple_loss=0.2611, pruned_loss=0.04745, over 2473955.57 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06575, over 19088.09 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2865, pruned_loss=0.05391, over 2454741.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.05753, over 7699.79 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2599, pruned_loss=0.04723, over 2475417.16 frames. utt_duration=483 frames, utt_pad_proportion=0.06645, over 20561.08 utterances.], batch size: 66, lr: 3.17e-04
2022-08-28 06:56:51,911 INFO [train.py:927] (5/8) Epoch 12, batch 10550, giga_loss[loss=0.2175, simple_loss=0.2981, pruned_loss=0.06844, over 12480.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03416, over 40.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2731, pruned_loss=0.05322, over 2473793.86 frames. utt_duration=526.8 frames, utt_pad_proportion=0.065, over 18836.80 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2866, pruned_loss=0.05396, over 2454835.63 frames. utt_duration=1279 frames, utt_pad_proportion=0.05686, over 7689.31 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2719, pruned_loss=0.05296, over 2475129.86 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0659, over 20166.34 utterances.], batch size: 40, lr: 3.17e-04
2022-08-28 06:58:32,261 INFO [train.py:927] (5/8) Epoch 12, batch 10600, giga_loss[loss=0.2095, simple_loss=0.302, pruned_loss=0.05845, over 12293.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03152, over 28.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2793, pruned_loss=0.05466, over 2473832.16 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06005, over 18251.54 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2869, pruned_loss=0.05404, over 2454724.95 frames. utt_duration=1277 frames, utt_pad_proportion=0.05689, over 7699.17 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2779, pruned_loss=0.05439, over 2475371.84 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06113, over 19504.33 utterances.], batch size: 28, lr: 3.17e-04
2022-08-28 07:00:17,011 INFO [train.py:927] (5/8) Epoch 12, batch 10650, giga_loss[loss=0.2103, simple_loss=0.3004, pruned_loss=0.06009, over 12412.00 frames. utt_duration=513.2 frames, utt_pad_proportion=0.02808, over 97.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.284, pruned_loss=0.0561, over 2474599.23 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05866, over 18226.62 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2874, pruned_loss=0.05401, over 2455201.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05682, over 7713.28 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2823, pruned_loss=0.05593, over 2475833.12 frames. utt_duration=510.6 frames, utt_pad_proportion=0.05968, over 19452.28 utterances.], batch size: 97, lr: 3.17e-04
2022-08-28 07:02:01,603 INFO [train.py:927] (5/8) Epoch 12, batch 10700, giga_loss[loss=0.2035, simple_loss=0.2949, pruned_loss=0.05606, over 12354.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2874, pruned_loss=0.05776, over 2474195.29 frames. utt_duration=563.1 frames, utt_pad_proportion=0.05798, over 17623.07 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2872, pruned_loss=0.05401, over 2455435.27 frames. utt_duration=1276 frames, utt_pad_proportion=0.05629, over 7708.87 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2862, pruned_loss=0.05769, over 2475327.36 frames. utt_duration=528.5 frames, utt_pad_proportion=0.05909, over 18787.32 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:03:41,827 INFO [train.py:927] (5/8) Epoch 12, batch 10750, giga_loss[loss=0.2091, simple_loss=0.3055, pruned_loss=0.05633, over 12419.00 frames. utt_duration=711.1 frames, utt_pad_proportion=0.02457, over 70.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2912, pruned_loss=0.05931, over 2474130.16 frames. utt_duration=564 frames, utt_pad_proportion=0.05868, over 17594.27 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2872, pruned_loss=0.05417, over 2455866.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05882, over 7746.55 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2904, pruned_loss=0.05929, over 2475366.25 frames. utt_duration=526.1 frames, utt_pad_proportion=0.05875, over 18875.74 utterances.], batch size: 70, lr: 3.17e-04
2022-08-28 07:05:25,042 INFO [train.py:927] (5/8) Epoch 12, batch 10800, giga_loss[loss=0.2098, simple_loss=0.3001, pruned_loss=0.05976, over 12421.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2932, pruned_loss=0.05914, over 2474249.45 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05864, over 17014.21 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2866, pruned_loss=0.0539, over 2456103.67 frames. utt_duration=1273 frames, utt_pad_proportion=0.05739, over 7726.01 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2932, pruned_loss=0.05957, over 2475701.67 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05924, over 18412.79 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:07:07,436 INFO [train.py:927] (5/8) Epoch 12, batch 10850, giga_loss[loss=0.2153, simple_loss=0.3082, pruned_loss=0.06118, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.295, pruned_loss=0.05916, over 2473912.24 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05534, over 16345.34 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2866, pruned_loss=0.05391, over 2456381.74 frames. utt_duration=1276 frames, utt_pad_proportion=0.05656, over 7706.70 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05958, over 2475125.02 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05638, over 17626.69 utterances.], batch size: 55, lr: 3.17e-04
2022-08-28 07:08:52,645 INFO [train.py:927] (5/8) Epoch 12, batch 10900, giga_loss[loss=0.1901, simple_loss=0.2834, pruned_loss=0.04843, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0346, over 39.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2955, pruned_loss=0.05908, over 2473455.11 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05414, over 15939.35 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2867, pruned_loss=0.05394, over 2456628.56 frames. utt_duration=1278 frames, utt_pad_proportion=0.05557, over 7696.11 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2958, pruned_loss=0.05951, over 2474593.87 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05547, over 17171.52 utterances.], batch size: 39, lr: 3.17e-04
2022-08-28 07:10:36,161 INFO [train.py:927] (5/8) Epoch 12, batch 10950, giga_loss[loss=0.2791, simple_loss=0.3459, pruned_loss=0.1061, over 12375.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2982, pruned_loss=0.06133, over 2473221.54 frames. utt_duration=634.1 frames, utt_pad_proportion=0.05217, over 15638.48 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.287, pruned_loss=0.05396, over 2456660.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.05417, over 7679.94 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2984, pruned_loss=0.06187, over 2474644.72 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05396, over 16908.06 utterances.], batch size: 212, lr: 3.17e-04
2022-08-28 07:12:21,223 INFO [train.py:927] (5/8) Epoch 12, batch 11000, giga_loss[loss=0.2069, simple_loss=0.2905, pruned_loss=0.06164, over 12435.00 frames. utt_duration=712 frames, utt_pad_proportion=0.02332, over 70.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2986, pruned_loss=0.06286, over 2472324.92 frames. utt_duration=625.5 frames, utt_pad_proportion=0.05417, over 15847.56 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2871, pruned_loss=0.05394, over 2456533.24 frames. utt_duration=1285 frames, utt_pad_proportion=0.05291, over 7657.85 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.299, pruned_loss=0.06353, over 2474008.62 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0559, over 17095.89 utterances.], batch size: 70, lr: 3.17e-04
2022-08-28 07:14:05,686 INFO [train.py:927] (5/8) Epoch 12, batch 11050, giga_loss[loss=0.2471, simple_loss=0.3246, pruned_loss=0.08478, over 12386.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05919, over 182.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06324, over 2472276.41 frames. utt_duration=617.9 frames, utt_pad_proportion=0.05473, over 16042.63 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2878, pruned_loss=0.05402, over 2456988.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.05282, over 7680.44 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2984, pruned_loss=0.06386, over 2473486.74 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05611, over 17159.44 utterances.], batch size: 182, lr: 3.17e-04
2022-08-28 07:15:50,949 INFO [train.py:927] (5/8) Epoch 12, batch 11100, giga_loss[loss=0.2131, simple_loss=0.2979, pruned_loss=0.06415, over 12318.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03342, over 51.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2972, pruned_loss=0.06307, over 2471950.39 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06253, over 17458.95 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2878, pruned_loss=0.05405, over 2457055.02 frames. utt_duration=1282 frames, utt_pad_proportion=0.0524, over 7675.63 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2972, pruned_loss=0.06361, over 2472991.19 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06331, over 18415.07 utterances.], batch size: 51, lr: 3.17e-04
2022-08-28 07:17:35,312 INFO [train.py:927] (5/8) Epoch 12, batch 11150, giga_loss[loss=0.194, simple_loss=0.2831, pruned_loss=0.05243, over 12356.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2933, pruned_loss=0.06138, over 2472123.69 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06297, over 17426.81 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2875, pruned_loss=0.05379, over 2457077.05 frames. utt_duration=1285 frames, utt_pad_proportion=0.05161, over 7659.81 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2938, pruned_loss=0.06225, over 2473311.46 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06395, over 18459.39 utterances.], batch size: 97, lr: 3.17e-04
2022-08-28 07:19:20,381 INFO [train.py:927] (5/8) Epoch 12, batch 11200, giga_loss[loss=0.2195, simple_loss=0.2887, pruned_loss=0.0751, over 12365.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1122, over 260.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2888, pruned_loss=0.05975, over 2473209.50 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06793, over 18346.28 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2868, pruned_loss=0.05354, over 2457664.69 frames. utt_duration=1286 frames, utt_pad_proportion=0.05153, over 7650.74 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2899, pruned_loss=0.06084, over 2474048.85 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06858, over 19436.26 utterances.], batch size: 260, lr: 3.17e-04
2022-08-28 07:21:04,485 INFO [train.py:927] (5/8) Epoch 12, batch 11250, giga_loss[loss=0.1966, simple_loss=0.2826, pruned_loss=0.05537, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03206, over 62.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2886, pruned_loss=0.05971, over 2473759.44 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06672, over 18655.52 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2867, pruned_loss=0.05348, over 2457806.43 frames. utt_duration=1290 frames, utt_pad_proportion=0.05075, over 7630.86 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2896, pruned_loss=0.06074, over 2474603.64 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06763, over 19729.99 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:22:45,772 INFO [train.py:927] (5/8) Epoch 12, batch 11300, giga_loss[loss=0.2035, simple_loss=0.2885, pruned_loss=0.05927, over 12383.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06637, over 210.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2877, pruned_loss=0.05946, over 2473499.00 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06716, over 18590.35 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.287, pruned_loss=0.05363, over 2458635.09 frames. utt_duration=1292 frames, utt_pad_proportion=0.04911, over 7618.67 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2884, pruned_loss=0.06041, over 2474056.49 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06861, over 19907.88 utterances.], batch size: 210, lr: 3.17e-04
2022-08-28 07:24:27,694 INFO [train.py:927] (5/8) Epoch 12, batch 11350, giga_loss[loss=0.2027, simple_loss=0.2782, pruned_loss=0.06365, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03439, over 37.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2844, pruned_loss=0.05796, over 2473512.64 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06347, over 17720.43 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2873, pruned_loss=0.05388, over 2459289.82 frames. utt_duration=1281 frames, utt_pad_proportion=0.05211, over 7690.82 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2845, pruned_loss=0.05863, over 2473827.37 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06393, over 19052.89 utterances.], batch size: 37, lr: 3.17e-04
2022-08-28 07:26:12,041 INFO [train.py:927] (5/8) Epoch 12, batch 11400, giga_loss[loss=0.1746, simple_loss=0.2646, pruned_loss=0.0423, over 12321.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02656, over 45.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2812, pruned_loss=0.05667, over 2473305.85 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06298, over 17523.65 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2873, pruned_loss=0.05388, over 2459201.41 frames. utt_duration=1278 frames, utt_pad_proportion=0.05259, over 7703.97 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2812, pruned_loss=0.05722, over 2473769.47 frames. utt_duration=532 frames, utt_pad_proportion=0.06324, over 18653.49 utterances.], batch size: 45, lr: 3.17e-04
2022-08-28 07:27:52,316 INFO [train.py:927] (5/8) Epoch 12, batch 11450, giga_loss[loss=0.2046, simple_loss=0.2803, pruned_loss=0.06442, over 12447.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03755, over 123.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2786, pruned_loss=0.05594, over 2473634.62 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06334, over 17595.53 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2872, pruned_loss=0.05384, over 2459540.58 frames. utt_duration=1283 frames, utt_pad_proportion=0.05135, over 7679.17 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2785, pruned_loss=0.05648, over 2474083.79 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06409, over 18785.12 utterances.], batch size: 123, lr: 3.17e-04
2022-08-28 07:29:32,795 INFO [train.py:927] (5/8) Epoch 12, batch 11500, giga_loss[loss=0.1729, simple_loss=0.2567, pruned_loss=0.04449, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04007, over 113.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2763, pruned_loss=0.05543, over 2473669.31 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06021, over 17129.30 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.287, pruned_loss=0.05372, over 2459708.83 frames. utt_duration=1282 frames, utt_pad_proportion=0.05128, over 7683.86 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2762, pruned_loss=0.05601, over 2474207.70 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06113, over 18298.21 utterances.], batch size: 113, lr: 3.17e-04
2022-08-28 07:31:14,692 INFO [train.py:927] (5/8) Epoch 12, batch 11550, giga_loss[loss=0.2854, simple_loss=0.3499, pruned_loss=0.1104, over 12371.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2766, pruned_loss=0.05592, over 2472616.09 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06076, over 17081.40 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05363, over 2459922.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.05034, over 7661.09 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2764, pruned_loss=0.0565, over 2473133.27 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06187, over 18240.35 utterances.], batch size: 258, lr: 3.17e-04
2022-08-28 07:32:59,436 INFO [train.py:927] (5/8) Epoch 12, batch 11600, giga_loss[loss=0.2643, simple_loss=0.3352, pruned_loss=0.09673, over 12348.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2803, pruned_loss=0.0582, over 2473105.40 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06054, over 16626.08 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.05351, over 2460323.17 frames. utt_duration=1288 frames, utt_pad_proportion=0.05008, over 7651.23 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2802, pruned_loss=0.05885, over 2473490.88 frames. utt_duration=557 frames, utt_pad_proportion=0.06165, over 17810.93 utterances.], batch size: 97, lr: 3.17e-04
2022-08-28 07:34:46,320 INFO [train.py:927] (5/8) Epoch 12, batch 11650, giga_loss[loss=0.1986, simple_loss=0.2955, pruned_loss=0.0509, over 12412.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03398, over 75.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.06132, over 2473455.48 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06853, over 18015.17 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2863, pruned_loss=0.05347, over 2460500.24 frames. utt_duration=1292 frames, utt_pad_proportion=0.04935, over 7629.43 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2866, pruned_loss=0.06199, over 2473830.20 frames. utt_duration=518 frames, utt_pad_proportion=0.0693, over 19156.79 utterances.], batch size: 75, lr: 3.17e-04
2022-08-28 07:36:29,879 INFO [train.py:927] (5/8) Epoch 12, batch 11700, giga_loss[loss=0.221, simple_loss=0.3073, pruned_loss=0.06738, over 12435.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2913, pruned_loss=0.0627, over 2473324.36 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06795, over 17974.24 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2862, pruned_loss=0.05345, over 2460731.56 frames. utt_duration=1294 frames, utt_pad_proportion=0.04838, over 7613.00 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2915, pruned_loss=0.06348, over 2473768.30 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06914, over 19176.07 utterances.], batch size: 105, lr: 3.17e-04
2022-08-28 07:38:10,892 INFO [train.py:927] (5/8) Epoch 12, batch 11750, libri_loss[loss=0.22, simple_loss=0.3148, pruned_loss=0.0626, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01385, over 40.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2966, pruned_loss=0.06477, over 2473726.16 frames. utt_duration=541.1 frames, utt_pad_proportion=0.064, over 18339.05 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05376, over 2461232.11 frames. utt_duration=1294 frames, utt_pad_proportion=0.04735, over 7617.48 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2965, pruned_loss=0.06542, over 2473967.26 frames. utt_duration=506.6 frames, utt_pad_proportion=0.0657, over 19592.41 utterances.], batch size: 40, lr: 3.17e-04
2022-08-28 07:39:52,641 INFO [train.py:927] (5/8) Epoch 12, batch 11800, libri_loss[loss=0.2069, simple_loss=0.299, pruned_loss=0.05743, over 12266.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008356, over 37.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2946, pruned_loss=0.06233, over 2474149.76 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06292, over 18212.52 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2871, pruned_loss=0.05395, over 2461463.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.05129, over 7699.78 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2943, pruned_loss=0.06282, over 2474326.29 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06322, over 19276.52 utterances.], batch size: 37, lr: 3.17e-04
2022-08-28 07:41:36,469 INFO [train.py:927] (5/8) Epoch 12, batch 11850, giga_loss[loss=0.2021, simple_loss=0.2954, pruned_loss=0.05443, over 12383.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02608, over 66.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2955, pruned_loss=0.06236, over 2474391.44 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06645, over 18792.50 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2874, pruned_loss=0.05426, over 2461667.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.05504, over 7762.95 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2952, pruned_loss=0.06262, over 2474571.88 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06534, over 19758.66 utterances.], batch size: 66, lr: 3.17e-04
2022-08-28 07:43:20,119 INFO [train.py:927] (5/8) Epoch 12, batch 11900, giga_loss[loss=0.2104, simple_loss=0.2968, pruned_loss=0.06197, over 12351.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02956, over 48.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2981, pruned_loss=0.06366, over 2474441.64 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06227, over 18290.41 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05443, over 2462210.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.0541, over 7756.79 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2976, pruned_loss=0.0639, over 2474399.08 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06198, over 19304.07 utterances.], batch size: 48, lr: 3.17e-04
2022-08-28 07:45:05,042 INFO [train.py:927] (5/8) Epoch 12, batch 11950, giga_loss[loss=0.2333, simple_loss=0.3125, pruned_loss=0.07705, over 12427.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03823, over 105.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2994, pruned_loss=0.06465, over 2473897.21 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06024, over 17554.08 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2882, pruned_loss=0.05462, over 2462321.84 frames. utt_duration=1262 frames, utt_pad_proportion=0.05765, over 7814.84 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2991, pruned_loss=0.06498, over 2474143.75 frames. utt_duration=532.6 frames, utt_pad_proportion=0.05893, over 18634.34 utterances.], batch size: 105, lr: 3.17e-04
2022-08-28 07:46:57,517 INFO [train.py:927] (5/8) Epoch 12, batch 12000, giga_loss[loss=0.2448, simple_loss=0.3253, pruned_loss=0.08213, over 12396.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.301, pruned_loss=0.06603, over 2473374.74 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05721, over 17202.71 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2883, pruned_loss=0.05486, over 2462338.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05671, over 7785.81 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3009, pruned_loss=0.0663, over 2473792.53 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05668, over 18302.01 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:46:57,519 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 07:47:13,029 INFO [train.py:967] (5/8) 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 07:48:56,442 INFO [train.py:927] (5/8) Epoch 12, batch 12050, giga_loss[loss=0.1946, simple_loss=0.2888, pruned_loss=0.05015, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03085, over 58.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3033, pruned_loss=0.06647, over 2472778.99 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05712, over 17383.11 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2884, pruned_loss=0.05505, over 2462231.29 frames. utt_duration=1265 frames, utt_pad_proportion=0.05672, over 7798.01 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3033, pruned_loss=0.06672, over 2473396.31 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05673, over 18417.37 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:50:39,094 INFO [train.py:927] (5/8) Epoch 12, batch 12100, giga_loss[loss=0.2445, simple_loss=0.3106, pruned_loss=0.08919, over 12284.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02913, over 45.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3034, pruned_loss=0.0674, over 2472768.04 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06212, over 17892.24 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2882, pruned_loss=0.05501, over 2462384.21 frames. utt_duration=1266 frames, utt_pad_proportion=0.05583, over 7789.28 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.304, pruned_loss=0.06789, over 2473359.56 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06187, over 18938.13 utterances.], batch size: 45, lr: 3.16e-04
2022-08-28 07:52:18,315 INFO [train.py:927] (5/8) Epoch 12, batch 12150, giga_loss[loss=0.1956, simple_loss=0.293, pruned_loss=0.0491, over 12388.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02669, over 70.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3024, pruned_loss=0.06691, over 2473042.77 frames. utt_duration=570 frames, utt_pad_proportion=0.06204, over 17399.11 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2888, pruned_loss=0.05547, over 2462950.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05861, over 7857.05 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3029, pruned_loss=0.06743, over 2473473.64 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06098, over 18647.60 utterances.], batch size: 70, lr: 3.16e-04
2022-08-28 07:53:58,182 INFO [train.py:927] (5/8) Epoch 12, batch 12200, libri_loss[loss=0.2397, simple_loss=0.309, pruned_loss=0.08522, over 12486.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006577, over 36.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3012, pruned_loss=0.06667, over 2472653.60 frames. utt_duration=613.9 frames, utt_pad_proportion=0.05707, over 16149.30 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2887, pruned_loss=0.05545, over 2463175.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.05775, over 7831.15 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.302, pruned_loss=0.0673, over 2472958.71 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05683, over 17327.84 utterances.], batch size: 36, lr: 3.16e-04
2022-08-28 07:55:40,298 INFO [train.py:927] (5/8) Epoch 12, batch 12250, giga_loss[loss=0.1981, simple_loss=0.2819, pruned_loss=0.05716, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02551, over 48.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3012, pruned_loss=0.06653, over 2472337.94 frames. utt_duration=613.9 frames, utt_pad_proportion=0.06213, over 16148.74 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2887, pruned_loss=0.05564, over 2463316.74 frames. utt_duration=1249 frames, utt_pad_proportion=0.06166, over 7895.80 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3019, pruned_loss=0.06699, over 2472582.58 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05987, over 17131.20 utterances.], batch size: 48, lr: 3.16e-04
2022-08-28 07:57:21,699 INFO [train.py:927] (5/8) Epoch 12, batch 12300, giga_loss[loss=0.2018, simple_loss=0.2831, pruned_loss=0.0602, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03533, over 51.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3008, pruned_loss=0.06611, over 2472489.37 frames. utt_duration=617.9 frames, utt_pad_proportion=0.0587, over 16043.34 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2885, pruned_loss=0.05556, over 2463767.85 frames. utt_duration=1254 frames, utt_pad_proportion=0.06005, over 7868.80 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3019, pruned_loss=0.06688, over 2472577.74 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05772, over 17108.34 utterances.], batch size: 51, lr: 3.16e-04
2022-08-28 07:59:02,803 INFO [train.py:927] (5/8) Epoch 12, batch 12350, giga_loss[loss=0.2219, simple_loss=0.3011, pruned_loss=0.0714, over 12377.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03363, over 104.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2984, pruned_loss=0.06558, over 2472533.55 frames. utt_duration=622.4 frames, utt_pad_proportion=0.06153, over 15928.06 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2878, pruned_loss=0.05552, over 2463684.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05861, over 7815.08 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3004, pruned_loss=0.06657, over 2472945.09 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06114, over 17084.81 utterances.], batch size: 104, lr: 3.16e-04
2022-08-28 08:00:43,987 INFO [train.py:927] (5/8) Epoch 12, batch 12400, giga_loss[loss=0.1776, simple_loss=0.2632, pruned_loss=0.04596, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03952, over 28.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2958, pruned_loss=0.06465, over 2472446.10 frames. utt_duration=648.9 frames, utt_pad_proportion=0.06252, over 15277.13 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2883, pruned_loss=0.05611, over 2463715.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.06072, over 7859.92 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2973, pruned_loss=0.06531, over 2473133.74 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06132, over 16507.78 utterances.], batch size: 28, lr: 3.16e-04
2022-08-28 08:02:28,167 INFO [train.py:927] (5/8) Epoch 12, batch 12450, giga_loss[loss=0.2164, simple_loss=0.3032, pruned_loss=0.06477, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2934, pruned_loss=0.06357, over 2472882.71 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06534, over 15633.78 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2881, pruned_loss=0.05618, over 2463764.85 frames. utt_duration=1259 frames, utt_pad_proportion=0.06024, over 7834.18 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2948, pruned_loss=0.06412, over 2473501.44 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06447, over 16736.54 utterances.], batch size: 105, lr: 3.16e-04
2022-08-28 08:04:10,588 INFO [train.py:927] (5/8) Epoch 12, batch 12500, giga_loss[loss=0.1735, simple_loss=0.2529, pruned_loss=0.04707, over 12435.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.02908, over 55.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.06227, over 2472943.25 frames. utt_duration=628.4 frames, utt_pad_proportion=0.0632, over 15780.09 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05618, over 2463766.86 frames. utt_duration=1262 frames, utt_pad_proportion=0.05952, over 7819.73 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.291, pruned_loss=0.0628, over 2473545.93 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06298, over 16769.16 utterances.], batch size: 55, lr: 3.16e-04
2022-08-28 08:05:51,856 INFO [train.py:927] (5/8) Epoch 12, batch 12550, giga_loss[loss=0.2279, simple_loss=0.3096, pruned_loss=0.07313, over 12335.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03144, over 85.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2878, pruned_loss=0.06121, over 2472389.17 frames. utt_duration=646.3 frames, utt_pad_proportion=0.05908, over 15338.10 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2889, pruned_loss=0.0566, over 2464154.29 frames. utt_duration=1266 frames, utt_pad_proportion=0.0582, over 7796.50 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.288, pruned_loss=0.06141, over 2472743.94 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05972, over 16358.84 utterances.], batch size: 85, lr: 3.16e-04
2022-08-28 08:07:33,730 INFO [train.py:927] (5/8) Epoch 12, batch 12600, giga_loss[loss=0.2268, simple_loss=0.3148, pruned_loss=0.06942, over 12406.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06251, over 183.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2877, pruned_loss=0.06104, over 2471823.48 frames. utt_duration=642.5 frames, utt_pad_proportion=0.05908, over 15425.98 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2888, pruned_loss=0.05688, over 2464188.00 frames. utt_duration=1271 frames, utt_pad_proportion=0.05653, over 7764.53 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2879, pruned_loss=0.06108, over 2472333.84 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06028, over 16532.04 utterances.], batch size: 183, lr: 3.16e-04
2022-08-28 08:09:14,463 INFO [train.py:927] (5/8) Epoch 12, batch 12650, giga_loss[loss=0.2088, simple_loss=0.302, pruned_loss=0.05785, over 12337.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03429, over 104.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2892, pruned_loss=0.06085, over 2471894.60 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06097, over 16625.25 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2889, pruned_loss=0.057, over 2464074.68 frames. utt_duration=1272 frames, utt_pad_proportion=0.05608, over 7756.88 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2893, pruned_loss=0.0608, over 2472485.73 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06197, over 17584.85 utterances.], batch size: 104, lr: 3.16e-04
2022-08-28 08:10:54,739 INFO [train.py:927] (5/8) Epoch 12, batch 12700, giga_loss[loss=0.2033, simple_loss=0.2993, pruned_loss=0.05364, over 12382.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04168, over 133.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2895, pruned_loss=0.06003, over 2473152.50 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05806, over 17550.06 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2886, pruned_loss=0.05696, over 2464291.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.05512, over 7730.22 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2898, pruned_loss=0.06011, over 2473616.34 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05933, over 18524.12 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:12:34,060 INFO [train.py:927] (5/8) Epoch 12, batch 12750, giga_loss[loss=0.2068, simple_loss=0.2965, pruned_loss=0.05854, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04151, over 133.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2896, pruned_loss=0.06007, over 2474162.57 frames. utt_duration=558.9 frames, utt_pad_proportion=0.0575, over 17754.66 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2885, pruned_loss=0.05702, over 2464320.17 frames. utt_duration=1278 frames, utt_pad_proportion=0.05456, over 7719.37 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2899, pruned_loss=0.06011, over 2474631.27 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05876, over 18676.46 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:14:14,231 INFO [train.py:927] (5/8) Epoch 12, batch 12800, giga_loss[loss=0.2157, simple_loss=0.2981, pruned_loss=0.06666, over 12429.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04333, over 31.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06078, over 2473785.09 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06257, over 17690.55 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2892, pruned_loss=0.05772, over 2464437.45 frames. utt_duration=1253 frames, utt_pad_proportion=0.06268, over 7879.43 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2902, pruned_loss=0.06031, over 2474390.05 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06049, over 18659.54 utterances.], batch size: 31, lr: 3.16e-04
2022-08-28 08:15:57,679 INFO [train.py:927] (5/8) Epoch 12, batch 12850, giga_loss[loss=0.2294, simple_loss=0.323, pruned_loss=0.06788, over 12405.00 frames. utt_duration=512.8 frames, utt_pad_proportion=0.0288, over 97.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2928, pruned_loss=0.06153, over 2473906.87 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06549, over 17733.80 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2897, pruned_loss=0.0582, over 2464478.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.0653, over 7930.92 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2921, pruned_loss=0.06081, over 2474638.75 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06263, over 18777.36 utterances.], batch size: 97, lr: 3.16e-04
2022-08-28 08:17:37,489 INFO [train.py:927] (5/8) Epoch 12, batch 12900, giga_loss[loss=0.2585, simple_loss=0.3419, pruned_loss=0.0876, over 12447.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03723, over 105.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2936, pruned_loss=0.06158, over 2473882.12 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06404, over 17426.72 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2899, pruned_loss=0.05859, over 2464824.81 frames. utt_duration=1249 frames, utt_pad_proportion=0.06366, over 7903.01 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.293, pruned_loss=0.06076, over 2474441.88 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06242, over 18594.38 utterances.], batch size: 105, lr: 3.16e-04
2022-08-28 08:19:17,255 INFO [train.py:927] (5/8) Epoch 12, batch 12950, giga_loss[loss=0.2073, simple_loss=0.2889, pruned_loss=0.06285, over 12463.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03001, over 55.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2933, pruned_loss=0.06142, over 2473850.07 frames. utt_duration=582.3 frames, utt_pad_proportion=0.0642, over 17037.38 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2895, pruned_loss=0.05846, over 2464823.62 frames. utt_duration=1254 frames, utt_pad_proportion=0.06313, over 7871.61 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2932, pruned_loss=0.06093, over 2474426.76 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06311, over 18119.93 utterances.], batch size: 55, lr: 3.16e-04
2022-08-28 08:20:56,119 INFO [train.py:927] (5/8) Epoch 12, batch 13000, giga_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05797, over 12358.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2924, pruned_loss=0.06116, over 2473465.79 frames. utt_duration=593.8 frames, utt_pad_proportion=0.06636, over 16702.63 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2904, pruned_loss=0.05911, over 2465214.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.06665, over 7956.33 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2916, pruned_loss=0.06026, over 2473803.07 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06392, over 17728.07 utterances.], batch size: 91, lr: 3.16e-04
2022-08-28 08:22:34,126 INFO [train.py:927] (5/8) Epoch 12, batch 13050, giga_loss[loss=0.1873, simple_loss=0.2739, pruned_loss=0.05034, over 12379.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.0316, over 51.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2902, pruned_loss=0.06003, over 2473470.44 frames. utt_duration=607.6 frames, utt_pad_proportion=0.06339, over 16322.89 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2907, pruned_loss=0.05932, over 2465407.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.06584, over 7954.98 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2894, pruned_loss=0.05918, over 2473679.34 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06185, over 17241.28 utterances.], batch size: 51, lr: 3.16e-04
2022-08-28 08:24:13,800 INFO [train.py:927] (5/8) Epoch 12, batch 13100, giga_loss[loss=0.2032, simple_loss=0.2906, pruned_loss=0.0579, over 12256.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02857, over 54.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2924, pruned_loss=0.06022, over 2473125.14 frames. utt_duration=590.8 frames, utt_pad_proportion=0.0603, over 16785.96 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2906, pruned_loss=0.05958, over 2465563.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.06896, over 7999.04 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2917, pruned_loss=0.05932, over 2473333.57 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0579, over 17660.29 utterances.], batch size: 54, lr: 3.16e-04
2022-08-28 08:25:52,064 INFO [train.py:927] (5/8) Epoch 12, batch 13150, giga_loss[loss=0.1747, simple_loss=0.2597, pruned_loss=0.04487, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2921, pruned_loss=0.06082, over 2473726.35 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05873, over 17029.74 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2907, pruned_loss=0.05984, over 2465793.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.07226, over 8052.44 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2915, pruned_loss=0.05987, over 2473852.59 frames. utt_duration=554.9 frames, utt_pad_proportion=0.0553, over 17881.42 utterances.], batch size: 48, lr: 3.16e-04
2022-08-28 08:27:32,662 INFO [train.py:927] (5/8) Epoch 12, batch 13200, giga_loss[loss=0.2066, simple_loss=0.2867, pruned_loss=0.06325, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05586, over 162.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2902, pruned_loss=0.06105, over 2473616.34 frames. utt_duration=563.8 frames, utt_pad_proportion=0.05807, over 17597.67 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2909, pruned_loss=0.06008, over 2465800.46 frames. utt_duration=1229 frames, utt_pad_proportion=0.07111, over 8037.49 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2897, pruned_loss=0.0601, over 2473836.52 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05582, over 18456.80 utterances.], batch size: 162, lr: 3.16e-04
2022-08-28 08:29:12,048 INFO [train.py:927] (5/8) Epoch 12, batch 13250, libri_loss[loss=0.2276, simple_loss=0.3106, pruned_loss=0.07235, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005583, over 31.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2882, pruned_loss=0.06025, over 2473960.75 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05486, over 17071.65 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.291, pruned_loss=0.06028, over 2466388.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.06961, over 8021.52 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2875, pruned_loss=0.05932, over 2473804.25 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05359, over 18027.69 utterances.], batch size: 31, lr: 3.16e-04
2022-08-28 08:30:51,630 INFO [train.py:927] (5/8) Epoch 12, batch 13300, giga_loss[loss=0.1761, simple_loss=0.2556, pruned_loss=0.04828, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0347, over 40.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2841, pruned_loss=0.05871, over 2473827.88 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05191, over 16493.39 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2914, pruned_loss=0.0604, over 2466444.10 frames. utt_duration=1229 frames, utt_pad_proportion=0.06978, over 8040.18 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2833, pruned_loss=0.05785, over 2473734.60 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05087, over 17309.11 utterances.], batch size: 40, lr: 3.16e-04
2022-08-28 08:32:31,986 INFO [train.py:927] (5/8) Epoch 12, batch 13350, giga_loss[loss=0.2314, simple_loss=0.3111, pruned_loss=0.0758, over 12379.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07867, over 213.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.283, pruned_loss=0.05872, over 2474150.24 frames. utt_duration=607.9 frames, utt_pad_proportion=0.05294, over 16321.59 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2914, pruned_loss=0.06072, over 2466586.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.07258, over 8102.28 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.282, pruned_loss=0.05764, over 2474208.22 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05035, over 17204.61 utterances.], batch size: 213, lr: 3.16e-04
2022-08-28 08:34:13,158 INFO [train.py:927] (5/8) Epoch 12, batch 13400, giga_loss[loss=0.2239, simple_loss=0.3113, pruned_loss=0.06828, over 12429.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2851, pruned_loss=0.05954, over 2473162.55 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05418, over 16298.43 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2912, pruned_loss=0.06085, over 2466322.82 frames. utt_duration=1227 frames, utt_pad_proportion=0.07066, over 8047.21 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2841, pruned_loss=0.05849, over 2473723.18 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05256, over 17365.40 utterances.], batch size: 146, lr: 3.16e-04
2022-08-28 08:35:52,420 INFO [train.py:927] (5/8) Epoch 12, batch 13450, giga_loss[loss=0.2147, simple_loss=0.3058, pruned_loss=0.06174, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05219, over 161.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2885, pruned_loss=0.06084, over 2473442.33 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05332, over 16483.11 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2913, pruned_loss=0.06104, over 2466402.65 frames. utt_duration=1226 frames, utt_pad_proportion=0.07047, over 8055.32 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2875, pruned_loss=0.05984, over 2473901.21 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05207, over 17424.78 utterances.], batch size: 161, lr: 3.16e-04
2022-08-28 08:37:36,982 INFO [train.py:927] (5/8) Epoch 12, batch 13500, giga_loss[loss=0.2132, simple_loss=0.2916, pruned_loss=0.06735, over 12446.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2923, pruned_loss=0.06285, over 2474733.62 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05588, over 17106.79 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2911, pruned_loss=0.06092, over 2466528.25 frames. utt_duration=1230 frames, utt_pad_proportion=0.06988, over 8029.60 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2917, pruned_loss=0.06215, over 2475086.92 frames. utt_duration=552 frames, utt_pad_proportion=0.05495, over 17983.91 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:39:20,815 INFO [train.py:927] (5/8) Epoch 12, batch 13550, giga_loss[loss=0.2536, simple_loss=0.3381, pruned_loss=0.08453, over 12390.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2983, pruned_loss=0.06609, over 2474568.42 frames. utt_duration=579 frames, utt_pad_proportion=0.05804, over 17139.26 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2921, pruned_loss=0.06124, over 2466833.58 frames. utt_duration=1229 frames, utt_pad_proportion=0.06957, over 8035.97 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2971, pruned_loss=0.06532, over 2474715.76 frames. utt_duration=551.8 frames, utt_pad_proportion=0.0572, over 17986.95 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:41:01,222 INFO [train.py:927] (5/8) Epoch 12, batch 13600, giga_loss[loss=0.2441, simple_loss=0.3325, pruned_loss=0.07786, over 12420.00 frames. utt_duration=904.7 frames, utt_pad_proportion=0.03345, over 55.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3055, pruned_loss=0.0715, over 2474931.92 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06588, over 18939.96 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2919, pruned_loss=0.0613, over 2466908.31 frames. utt_duration=1237 frames, utt_pad_proportion=0.06842, over 7987.59 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3048, pruned_loss=0.07098, over 2475148.58 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06523, over 19862.55 utterances.], batch size: 55, lr: 3.16e-04
2022-08-28 08:42:46,136 INFO [train.py:927] (5/8) Epoch 12, batch 13650, giga_loss[loss=0.2666, simple_loss=0.3406, pruned_loss=0.0963, over 12361.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04061, over 145.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07723, over 2475719.58 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06237, over 19635.30 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2921, pruned_loss=0.06142, over 2467085.97 frames. utt_duration=1238 frames, utt_pad_proportion=0.06786, over 7980.75 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3126, pruned_loss=0.0768, over 2475810.24 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06219, over 20454.24 utterances.], batch size: 145, lr: 3.16e-04
2022-08-28 08:44:29,362 INFO [train.py:927] (5/8) Epoch 12, batch 13700, giga_loss[loss=0.2363, simple_loss=0.319, pruned_loss=0.07683, over 12290.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.0374, over 51.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3171, pruned_loss=0.08087, over 2475713.47 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06216, over 20127.53 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2916, pruned_loss=0.06143, over 2467021.96 frames. utt_duration=1244 frames, utt_pad_proportion=0.06605, over 7939.95 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3177, pruned_loss=0.08106, over 2476099.58 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0626, over 21194.28 utterances.], batch size: 51, lr: 3.16e-04
2022-08-28 08:46:15,552 INFO [train.py:927] (5/8) Epoch 12, batch 13750, giga_loss[loss=0.2637, simple_loss=0.341, pruned_loss=0.09327, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.0329, over 80.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3223, pruned_loss=0.08516, over 2476087.26 frames. utt_duration=479.1 frames, utt_pad_proportion=0.0646, over 20738.13 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2915, pruned_loss=0.06141, over 2466979.85 frames. utt_duration=1246 frames, utt_pad_proportion=0.06586, over 7928.25 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3231, pruned_loss=0.08542, over 2476461.67 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06488, over 21633.62 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:48:04,678 INFO [train.py:927] (5/8) Epoch 12, batch 13800, giga_loss[loss=0.2509, simple_loss=0.3266, pruned_loss=0.08756, over 12376.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03046, over 62.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3229, pruned_loss=0.08646, over 2476040.99 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07069, over 20944.24 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2919, pruned_loss=0.06179, over 2466881.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.06957, over 8020.23 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3241, pruned_loss=0.08706, over 2476711.84 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06957, over 21972.74 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 08:49:51,995 INFO [train.py:927] (5/8) Epoch 12, batch 13850, giga_loss[loss=0.2338, simple_loss=0.3179, pruned_loss=0.07487, over 12470.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0427, over 34.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3251, pruned_loss=0.08858, over 2476008.28 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07432, over 21657.53 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2922, pruned_loss=0.06213, over 2466866.15 frames. utt_duration=1223 frames, utt_pad_proportion=0.07233, over 8079.91 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3264, pruned_loss=0.08923, over 2476725.76 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0724, over 22662.65 utterances.], batch size: 34, lr: 3.16e-04
2022-08-28 08:51:34,940 INFO [train.py:927] (5/8) Epoch 12, batch 13900, libri_loss[loss=0.1998, simple_loss=0.2732, pruned_loss=0.0632, over 12463.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009708, over 29.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3258, pruned_loss=0.08862, over 2476280.02 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07733, over 22351.42 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2921, pruned_loss=0.0622, over 2466763.14 frames. utt_duration=1228 frames, utt_pad_proportion=0.07068, over 8044.88 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3278, pruned_loss=0.08979, over 2477183.04 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07626, over 23568.99 utterances.], batch size: 29, lr: 3.16e-04
2022-08-28 08:53:17,878 INFO [train.py:927] (5/8) Epoch 12, batch 13950, giga_loss[loss=0.2169, simple_loss=0.3183, pruned_loss=0.05778, over 12388.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02716, over 70.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3238, pruned_loss=0.08621, over 2474481.36 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0803, over 21891.53 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2916, pruned_loss=0.06209, over 2466752.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.06982, over 8004.30 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3264, pruned_loss=0.08772, over 2475360.10 frames. utt_duration=429 frames, utt_pad_proportion=0.07969, over 23160.16 utterances.], batch size: 70, lr: 3.16e-04
2022-08-28 08:55:09,227 INFO [train.py:927] (5/8) Epoch 12, batch 14000, giga_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07316, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3213, pruned_loss=0.08324, over 2474158.33 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08287, over 21851.51 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2918, pruned_loss=0.06219, over 2467084.97 frames. utt_duration=1237 frames, utt_pad_proportion=0.069, over 7988.34 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3237, pruned_loss=0.08464, over 2474639.41 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08254, over 23061.19 utterances.], batch size: 97, lr: 3.16e-04
2022-08-28 08:56:54,785 INFO [train.py:927] (5/8) Epoch 12, batch 14050, giga_loss[loss=0.2083, simple_loss=0.2885, pruned_loss=0.064, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03257, over 58.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.08066, over 2474629.94 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07902, over 20811.46 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2919, pruned_loss=0.06259, over 2467056.32 frames. utt_duration=1232 frames, utt_pad_proportion=0.07137, over 8018.88 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3205, pruned_loss=0.08223, over 2475365.10 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07827, over 22297.13 utterances.], batch size: 58, lr: 3.15e-04
2022-08-28 08:58:41,025 INFO [train.py:927] (5/8) Epoch 12, batch 14100, giga_loss[loss=0.2162, simple_loss=0.3071, pruned_loss=0.06259, over 12391.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3181, pruned_loss=0.08088, over 2474571.34 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07487, over 20629.92 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2918, pruned_loss=0.06267, over 2467146.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.07059, over 7999.74 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3207, pruned_loss=0.08227, over 2475158.54 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07478, over 21984.24 utterances.], batch size: 70, lr: 3.15e-04
2022-08-28 09:00:32,181 INFO [train.py:927] (5/8) Epoch 12, batch 14150, giga_loss[loss=0.2104, simple_loss=0.3044, pruned_loss=0.05814, over 12374.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3171, pruned_loss=0.07926, over 2474329.81 frames. utt_duration=464.8 frames, utt_pad_proportion=0.0787, over 21360.51 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2917, pruned_loss=0.06266, over 2467224.01 frames. utt_duration=1237 frames, utt_pad_proportion=0.06961, over 7984.86 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3198, pruned_loss=0.08069, over 2474852.84 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07873, over 22664.86 utterances.], batch size: 62, lr: 3.15e-04
2022-08-28 09:02:18,126 INFO [train.py:927] (5/8) Epoch 12, batch 14200, giga_loss[loss=0.2433, simple_loss=0.3272, pruned_loss=0.07968, over 12389.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04908, over 161.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3176, pruned_loss=0.0787, over 2474846.94 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07836, over 21380.22 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06294, over 2467612.19 frames. utt_duration=1233 frames, utt_pad_proportion=0.06889, over 8012.80 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3201, pruned_loss=0.08002, over 2475103.68 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07873, over 22752.23 utterances.], batch size: 161, lr: 3.15e-04
2022-08-28 09:04:03,501 INFO [train.py:927] (5/8) Epoch 12, batch 14250, giga_loss[loss=0.2191, simple_loss=0.3063, pruned_loss=0.06595, over 12264.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02585, over 54.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.317, pruned_loss=0.07895, over 2474574.57 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07512, over 21546.60 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.292, pruned_loss=0.06303, over 2467713.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.06716, over 7964.24 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3199, pruned_loss=0.08042, over 2474880.46 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07618, over 23114.38 utterances.], batch size: 54, lr: 3.15e-04
2022-08-28 09:05:48,175 INFO [train.py:927] (5/8) Epoch 12, batch 14300, giga_loss[loss=0.2413, simple_loss=0.3145, pruned_loss=0.08406, over 12394.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06411, over 183.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3141, pruned_loss=0.07767, over 2473966.60 frames. utt_duration=482.5 frames, utt_pad_proportion=0.072, over 20572.65 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2919, pruned_loss=0.06307, over 2467777.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.06618, over 7935.17 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3169, pruned_loss=0.07909, over 2474274.55 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07344, over 22084.94 utterances.], batch size: 183, lr: 3.15e-04
2022-08-28 09:07:36,181 INFO [train.py:927] (5/8) Epoch 12, batch 14350, giga_loss[loss=0.2029, simple_loss=0.2993, pruned_loss=0.05328, over 12314.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02917, over 74.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3128, pruned_loss=0.07639, over 2473751.02 frames. utt_duration=503 frames, utt_pad_proportion=0.06683, over 19729.69 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2917, pruned_loss=0.06317, over 2467806.59 frames. utt_duration=1249 frames, utt_pad_proportion=0.06523, over 7913.64 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3156, pruned_loss=0.07768, over 2474083.90 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06868, over 21171.76 utterances.], batch size: 74, lr: 3.15e-04
2022-08-28 09:09:22,194 INFO [train.py:927] (5/8) Epoch 12, batch 14400, giga_loss[loss=0.2156, simple_loss=0.3034, pruned_loss=0.06394, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0286, over 45.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3124, pruned_loss=0.07592, over 2474100.52 frames. utt_duration=519.4 frames, utt_pad_proportion=0.0647, over 19108.20 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2923, pruned_loss=0.06374, over 2467983.60 frames. utt_duration=1237 frames, utt_pad_proportion=0.06884, over 7987.09 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3148, pruned_loss=0.07688, over 2474404.22 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06518, over 20563.28 utterances.], batch size: 45, lr: 3.15e-04
2022-08-28 09:11:06,061 INFO [train.py:927] (5/8) Epoch 12, batch 14450, giga_loss[loss=0.2357, simple_loss=0.3146, pruned_loss=0.07842, over 12383.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02963, over 85.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.311, pruned_loss=0.07531, over 2474469.37 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0634, over 19337.69 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2923, pruned_loss=0.06376, over 2467821.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.06685, over 7957.45 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3139, pruned_loss=0.07664, over 2475127.19 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06445, over 21077.21 utterances.], batch size: 85, lr: 3.15e-04
2022-08-28 09:12:48,503 INFO [train.py:927] (5/8) Epoch 12, batch 14500, libri_loss[loss=0.1897, simple_loss=0.2665, pruned_loss=0.0565, over 12190.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.006919, over 30.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07523, over 2473730.97 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06643, over 19797.95 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2918, pruned_loss=0.06357, over 2467626.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.06588, over 7927.49 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3125, pruned_loss=0.0767, over 2474564.94 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06741, over 21440.83 utterances.], batch size: 30, lr: 3.15e-04
2022-08-28 09:14:31,854 INFO [train.py:927] (5/8) Epoch 12, batch 14550, giga_loss[loss=0.2124, simple_loss=0.304, pruned_loss=0.06036, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3087, pruned_loss=0.07573, over 2474749.42 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06793, over 20108.10 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2917, pruned_loss=0.06362, over 2467855.66 frames. utt_duration=1250 frames, utt_pad_proportion=0.06502, over 7908.05 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3116, pruned_loss=0.07706, over 2475314.45 frames. utt_duration=459 frames, utt_pad_proportion=0.06891, over 21641.74 utterances.], batch size: 75, lr: 3.15e-04
2022-08-28 09:16:18,330 INFO [train.py:927] (5/8) Epoch 12, batch 14600, giga_loss[loss=0.2252, simple_loss=0.3063, pruned_loss=0.07202, over 12390.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3082, pruned_loss=0.07516, over 2473805.18 frames. utt_duration=512.8 frames, utt_pad_proportion=0.0679, over 19352.89 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2915, pruned_loss=0.06357, over 2467789.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.06384, over 7886.28 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3112, pruned_loss=0.07659, over 2474507.81 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06909, over 20917.35 utterances.], batch size: 122, lr: 3.15e-04
2022-08-28 09:18:03,191 INFO [train.py:927] (5/8) Epoch 12, batch 14650, giga_loss[loss=0.2287, simple_loss=0.3234, pruned_loss=0.06701, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03281, over 42.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3083, pruned_loss=0.07465, over 2472905.34 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07148, over 19408.60 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2914, pruned_loss=0.06363, over 2467808.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.06251, over 7872.27 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3112, pruned_loss=0.07609, over 2473641.90 frames. utt_duration=472 frames, utt_pad_proportion=0.07267, over 21025.89 utterances.], batch size: 42, lr: 3.15e-04
2022-08-28 09:19:50,957 INFO [train.py:927] (5/8) Epoch 12, batch 14700, giga_loss[loss=0.2272, simple_loss=0.3071, pruned_loss=0.07369, over 12382.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3086, pruned_loss=0.07478, over 2473665.95 frames. utt_duration=501.1 frames, utt_pad_proportion=0.0738, over 19802.75 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2912, pruned_loss=0.06353, over 2468082.95 frames. utt_duration=1258 frames, utt_pad_proportion=0.06137, over 7856.74 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3115, pruned_loss=0.07627, over 2474120.53 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07503, over 21372.96 utterances.], batch size: 58, lr: 3.15e-04
2022-08-28 09:21:36,785 INFO [train.py:927] (5/8) Epoch 12, batch 14750, giga_loss[loss=0.2528, simple_loss=0.3285, pruned_loss=0.08854, over 12426.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03636, over 105.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3111, pruned_loss=0.07704, over 2474289.96 frames. utt_duration=488 frames, utt_pad_proportion=0.07715, over 20343.64 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2914, pruned_loss=0.06365, over 2468255.09 frames. utt_duration=1255 frames, utt_pad_proportion=0.06153, over 7878.63 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.07828, over 2474574.98 frames. utt_duration=457 frames, utt_pad_proportion=0.07793, over 21726.61 utterances.], batch size: 105, lr: 3.15e-04
2022-08-28 09:23:20,562 INFO [train.py:927] (5/8) Epoch 12, batch 14800, giga_loss[loss=0.2057, simple_loss=0.2908, pruned_loss=0.06032, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3115, pruned_loss=0.0782, over 2474559.40 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07183, over 19606.44 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2915, pruned_loss=0.06384, over 2468268.20 frames. utt_duration=1255 frames, utt_pad_proportion=0.06043, over 7875.51 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3139, pruned_loss=0.07941, over 2474932.97 frames. utt_duration=471.8 frames, utt_pad_proportion=0.0733, over 21049.15 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:25:06,671 INFO [train.py:927] (5/8) Epoch 12, batch 14850, giga_loss[loss=0.215, simple_loss=0.2943, pruned_loss=0.06781, over 12360.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03885, over 113.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3119, pruned_loss=0.07881, over 2474142.22 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07749, over 20359.77 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2923, pruned_loss=0.06446, over 2468618.50 frames. utt_duration=1252 frames, utt_pad_proportion=0.06061, over 7895.42 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07943, over 2474211.12 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07832, over 21641.28 utterances.], batch size: 113, lr: 3.15e-04
2022-08-28 09:26:49,451 INFO [train.py:927] (5/8) Epoch 12, batch 14900, giga_loss[loss=0.1938, simple_loss=0.2913, pruned_loss=0.04808, over 12327.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3106, pruned_loss=0.07716, over 2474547.23 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07589, over 20375.75 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2918, pruned_loss=0.06429, over 2468545.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05888, over 7839.54 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.313, pruned_loss=0.07831, over 2474852.93 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07739, over 21918.12 utterances.], batch size: 70, lr: 3.15e-04
2022-08-28 09:28:37,382 INFO [train.py:927] (5/8) Epoch 12, batch 14950, giga_loss[loss=0.2157, simple_loss=0.2937, pruned_loss=0.0689, over 12383.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04562, over 26.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3094, pruned_loss=0.07704, over 2474459.13 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07214, over 20201.33 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.292, pruned_loss=0.06445, over 2468302.62 frames. utt_duration=1263 frames, utt_pad_proportion=0.05797, over 7827.76 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3114, pruned_loss=0.07803, over 2475034.45 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07398, over 21660.64 utterances.], batch size: 26, lr: 3.15e-04
2022-08-28 09:30:19,547 INFO [train.py:927] (5/8) Epoch 12, batch 15000, giga_loss[loss=0.2693, simple_loss=0.3477, pruned_loss=0.09545, over 12326.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03462, over 51.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3117, pruned_loss=0.07861, over 2474715.16 frames. utt_duration=479 frames, utt_pad_proportion=0.07325, over 20730.50 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2926, pruned_loss=0.0647, over 2468471.89 frames. utt_duration=1254 frames, utt_pad_proportion=0.06149, over 7884.45 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3129, pruned_loss=0.07939, over 2475135.89 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07348, over 22067.74 utterances.], batch size: 51, lr: 3.15e-04
2022-08-28 09:30:19,550 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 09:30:34,191 INFO [train.py:967] (5/8) 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 09:32:17,436 INFO [train.py:927] (5/8) Epoch 12, batch 15050, giga_loss[loss=0.2551, simple_loss=0.3391, pruned_loss=0.08552, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04186, over 146.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3142, pruned_loss=0.0785, over 2474726.86 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07821, over 20933.75 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2926, pruned_loss=0.06461, over 2468575.94 frames. utt_duration=1257 frames, utt_pad_proportion=0.06046, over 7865.27 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3159, pruned_loss=0.0796, over 2475166.07 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07859, over 22384.63 utterances.], batch size: 146, lr: 3.15e-04
2022-08-28 09:33:59,185 INFO [train.py:927] (5/8) Epoch 12, batch 15100, giga_loss[loss=0.2499, simple_loss=0.334, pruned_loss=0.0829, over 12364.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03208, over 97.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3152, pruned_loss=0.07861, over 2474817.48 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07666, over 21143.12 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2925, pruned_loss=0.06457, over 2468716.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.05954, over 7844.14 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.317, pruned_loss=0.07975, over 2475151.29 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0774, over 22534.29 utterances.], batch size: 97, lr: 3.15e-04
2022-08-28 09:35:45,385 INFO [train.py:927] (5/8) Epoch 12, batch 15150, giga_loss[loss=0.2085, simple_loss=0.2886, pruned_loss=0.0642, over 12429.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03852, over 43.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3165, pruned_loss=0.08014, over 2474486.93 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07699, over 21219.60 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2928, pruned_loss=0.06493, over 2468760.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.063, over 7917.26 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3181, pruned_loss=0.08104, over 2474861.05 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07651, over 22561.13 utterances.], batch size: 43, lr: 3.15e-04
2022-08-28 09:37:29,069 INFO [train.py:927] (5/8) Epoch 12, batch 15200, giga_loss[loss=0.2211, simple_loss=0.298, pruned_loss=0.07207, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02683, over 70.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3149, pruned_loss=0.07971, over 2474588.07 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07548, over 21233.27 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2928, pruned_loss=0.06497, over 2468723.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06235, over 7914.95 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3166, pruned_loss=0.08067, over 2475024.63 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07546, over 22542.67 utterances.], batch size: 70, lr: 3.15e-04
2022-08-28 09:39:10,981 INFO [train.py:927] (5/8) Epoch 12, batch 15250, giga_loss[loss=0.2359, simple_loss=0.322, pruned_loss=0.07495, over 12330.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3145, pruned_loss=0.07984, over 2474794.17 frames. utt_duration=477 frames, utt_pad_proportion=0.07229, over 20819.49 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2927, pruned_loss=0.06488, over 2468889.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.06099, over 7879.97 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.0811, over 2475161.98 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07302, over 22259.78 utterances.], batch size: 85, lr: 3.15e-04
2022-08-28 09:40:54,177 INFO [train.py:927] (5/8) Epoch 12, batch 15300, giga_loss[loss=0.242, simple_loss=0.3123, pruned_loss=0.08582, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03132, over 97.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3138, pruned_loss=0.08013, over 2475119.37 frames. utt_duration=486.5 frames, utt_pad_proportion=0.0684, over 20411.01 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2926, pruned_loss=0.06501, over 2469053.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.05919, over 7828.17 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3165, pruned_loss=0.0817, over 2475527.71 frames. utt_duration=448.3 frames, utt_pad_proportion=0.06996, over 22162.75 utterances.], batch size: 97, lr: 3.15e-04
2022-08-28 09:42:36,475 INFO [train.py:927] (5/8) Epoch 12, batch 15350, giga_loss[loss=0.2478, simple_loss=0.3138, pruned_loss=0.09093, over 12222.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02903, over 42.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3114, pruned_loss=0.0793, over 2474676.55 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06749, over 19939.50 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.292, pruned_loss=0.06482, over 2469162.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05751, over 7770.96 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3149, pruned_loss=0.08127, over 2475125.99 frames. utt_duration=454.5 frames, utt_pad_proportion=0.06949, over 21855.81 utterances.], batch size: 42, lr: 3.15e-04
2022-08-28 09:44:18,591 INFO [train.py:927] (5/8) Epoch 12, batch 15400, libri_loss[loss=0.2627, simple_loss=0.3325, pruned_loss=0.09646, over 12361.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01594, over 41.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3134, pruned_loss=0.08089, over 2474440.79 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07611, over 21048.76 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2923, pruned_loss=0.06502, over 2469006.19 frames. utt_duration=1274 frames, utt_pad_proportion=0.05599, over 7759.13 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3165, pruned_loss=0.08278, over 2475119.53 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07761, over 23010.30 utterances.], batch size: 41, lr: 3.15e-04
2022-08-28 09:46:01,549 INFO [train.py:927] (5/8) Epoch 12, batch 15450, libri_loss[loss=0.2374, simple_loss=0.3137, pruned_loss=0.08054, over 12469.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007905, over 39.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3142, pruned_loss=0.08131, over 2474063.81 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07842, over 20802.68 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2927, pruned_loss=0.06525, over 2469018.10 frames. utt_duration=1261 frames, utt_pad_proportion=0.05993, over 7841.19 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.0832, over 2474771.77 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07853, over 22807.31 utterances.], batch size: 39, lr: 3.15e-04
2022-08-28 09:47:45,708 INFO [train.py:927] (5/8) Epoch 12, batch 15500, giga_loss[loss=0.2452, simple_loss=0.3354, pruned_loss=0.07751, over 12439.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03651, over 133.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3169, pruned_loss=0.08011, over 2473714.65 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07183, over 20062.58 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2928, pruned_loss=0.06544, over 2468956.38 frames. utt_duration=1264 frames, utt_pad_proportion=0.05924, over 7824.64 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3194, pruned_loss=0.08165, over 2474393.62 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07272, over 21839.10 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:49:28,453 INFO [train.py:927] (5/8) Epoch 12, batch 15550, giga_loss[loss=0.2462, simple_loss=0.3248, pruned_loss=0.08382, over 12406.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02278, over 66.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3197, pruned_loss=0.08139, over 2473645.20 frames. utt_duration=489 frames, utt_pad_proportion=0.07307, over 20295.08 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2927, pruned_loss=0.06539, over 2469065.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.05857, over 7811.37 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3222, pruned_loss=0.08286, over 2474132.52 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07397, over 21876.20 utterances.], batch size: 66, lr: 3.15e-04
2022-08-28 09:51:11,619 INFO [train.py:927] (5/8) Epoch 12, batch 15600, giga_loss[loss=0.3052, simple_loss=0.3554, pruned_loss=0.1275, over 12368.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09851, over 256.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3201, pruned_loss=0.0823, over 2473153.83 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07363, over 20020.61 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2932, pruned_loss=0.06587, over 2468897.38 frames. utt_duration=1256 frames, utt_pad_proportion=0.06049, over 7869.77 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.323, pruned_loss=0.08388, over 2473941.55 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07402, over 21891.77 utterances.], batch size: 256, lr: 3.15e-04
2022-08-28 09:52:56,037 INFO [train.py:927] (5/8) Epoch 12, batch 15650, giga_loss[loss=0.2262, simple_loss=0.3124, pruned_loss=0.07004, over 12475.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.0291, over 55.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3191, pruned_loss=0.08203, over 2473962.21 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07847, over 20862.01 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.293, pruned_loss=0.06589, over 2469011.91 frames. utt_duration=1259 frames, utt_pad_proportion=0.05889, over 7850.71 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3225, pruned_loss=0.0838, over 2474641.15 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07901, over 22774.78 utterances.], batch size: 55, lr: 3.15e-04
2022-08-28 09:54:36,336 INFO [train.py:927] (5/8) Epoch 12, batch 15700, giga_loss[loss=0.2169, simple_loss=0.3047, pruned_loss=0.06459, over 12386.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04302, over 37.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3183, pruned_loss=0.08034, over 2474373.72 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07638, over 20437.35 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.293, pruned_loss=0.066, over 2469123.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05783, over 7841.24 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3217, pruned_loss=0.08209, over 2474922.58 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07753, over 22341.32 utterances.], batch size: 37, lr: 3.15e-04
2022-08-28 09:56:17,213 INFO [train.py:927] (5/8) Epoch 12, batch 15750, giga_loss[loss=0.2226, simple_loss=0.303, pruned_loss=0.07109, over 12321.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03497, over 51.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3183, pruned_loss=0.07963, over 2473857.23 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07599, over 19856.11 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2934, pruned_loss=0.06625, over 2469114.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.06152, over 7917.26 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3214, pruned_loss=0.0812, over 2474438.65 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07604, over 21654.17 utterances.], batch size: 51, lr: 3.15e-04
2022-08-28 09:57:59,207 INFO [train.py:927] (5/8) Epoch 12, batch 15800, giga_loss[loss=0.232, simple_loss=0.307, pruned_loss=0.07852, over 12459.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.318, pruned_loss=0.08018, over 2474041.93 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07353, over 20146.63 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2934, pruned_loss=0.06616, over 2468729.33 frames. utt_duration=1250 frames, utt_pad_proportion=0.06081, over 7906.54 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3208, pruned_loss=0.08169, over 2474907.10 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07403, over 21741.41 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:59:40,626 INFO [train.py:927] (5/8) Epoch 12, batch 15850, giga_loss[loss=0.2187, simple_loss=0.3061, pruned_loss=0.06568, over 12387.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02693, over 70.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3167, pruned_loss=0.08024, over 2474050.73 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07644, over 20792.55 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2936, pruned_loss=0.06639, over 2468473.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05999, over 7882.15 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3192, pruned_loss=0.08154, over 2475083.33 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07701, over 22357.60 utterances.], batch size: 70, lr: 3.15e-04
2022-08-28 10:01:23,302 INFO [train.py:927] (5/8) Epoch 12, batch 15900, giga_loss[loss=0.223, simple_loss=0.2961, pruned_loss=0.07498, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04246, over 37.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08058, over 2474031.45 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07619, over 20877.48 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2939, pruned_loss=0.06644, over 2468405.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.0596, over 7883.93 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.318, pruned_loss=0.08176, over 2474988.82 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07684, over 22287.74 utterances.], batch size: 37, lr: 3.15e-04
2022-08-28 10:03:01,920 INFO [train.py:927] (5/8) Epoch 12, batch 15950, giga_loss[loss=0.2286, simple_loss=0.3159, pruned_loss=0.07064, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07244, over 212.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3137, pruned_loss=0.07874, over 2474223.06 frames. utt_duration=469 frames, utt_pad_proportion=0.07472, over 21171.08 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2939, pruned_loss=0.06673, over 2468156.59 frames. utt_duration=1260 frames, utt_pad_proportion=0.05812, over 7847.76 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3159, pruned_loss=0.07984, over 2475380.82 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07592, over 22739.49 utterances.], batch size: 212, lr: 3.15e-04
2022-08-28 10:04:53,092 INFO [train.py:927] (5/8) Epoch 12, batch 16000, giga_loss[loss=0.263, simple_loss=0.3296, pruned_loss=0.09826, over 12371.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07523, over 212.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3118, pruned_loss=0.07712, over 2474201.70 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07201, over 21013.25 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2943, pruned_loss=0.06697, over 2468130.94 frames. utt_duration=1255 frames, utt_pad_proportion=0.05844, over 7875.28 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3135, pruned_loss=0.07786, over 2475195.29 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07307, over 22341.71 utterances.], batch size: 212, lr: 3.14e-04
2022-08-28 10:06:40,151 INFO [train.py:927] (5/8) Epoch 12, batch 16050, giga_loss[loss=0.2412, simple_loss=0.3273, pruned_loss=0.07752, over 12366.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.31, pruned_loss=0.07691, over 2474736.40 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07477, over 21670.08 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2942, pruned_loss=0.06698, over 2468376.43 frames. utt_duration=1256 frames, utt_pad_proportion=0.05789, over 7871.14 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3116, pruned_loss=0.07763, over 2475394.09 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07569, over 22896.53 utterances.], batch size: 58, lr: 3.14e-04
2022-08-28 10:08:23,539 INFO [train.py:927] (5/8) Epoch 12, batch 16100, giga_loss[loss=0.2029, simple_loss=0.2884, pruned_loss=0.05867, over 12264.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3109, pruned_loss=0.07662, over 2474059.09 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06975, over 21218.22 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2943, pruned_loss=0.06706, over 2468312.68 frames. utt_duration=1255 frames, utt_pad_proportion=0.05775, over 7876.46 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3122, pruned_loss=0.0772, over 2474674.80 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0708, over 22303.22 utterances.], batch size: 54, lr: 3.14e-04
2022-08-28 10:10:07,401 INFO [train.py:927] (5/8) Epoch 12, batch 16150, giga_loss[loss=0.2459, simple_loss=0.3248, pruned_loss=0.08346, over 12441.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3111, pruned_loss=0.0773, over 2474674.54 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07227, over 21415.65 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2942, pruned_loss=0.06708, over 2468930.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05658, over 7851.31 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3128, pruned_loss=0.07803, over 2474779.23 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07347, over 22671.78 utterances.], batch size: 80, lr: 3.14e-04
2022-08-28 10:11:54,688 INFO [train.py:927] (5/8) Epoch 12, batch 16200, giga_loss[loss=0.1899, simple_loss=0.2851, pruned_loss=0.04737, over 12321.00 frames. utt_duration=913.9 frames, utt_pad_proportion=0.02356, over 54.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3125, pruned_loss=0.07834, over 2474037.64 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07234, over 21233.16 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2945, pruned_loss=0.0671, over 2468783.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.05617, over 7840.85 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07898, over 2474303.15 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07347, over 22352.26 utterances.], batch size: 54, lr: 3.14e-04
2022-08-28 10:13:39,756 INFO [train.py:927] (5/8) Epoch 12, batch 16250, giga_loss[loss=0.2626, simple_loss=0.3429, pruned_loss=0.09116, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3133, pruned_loss=0.07882, over 2473689.82 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06862, over 20725.93 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.294, pruned_loss=0.06675, over 2468619.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.0556, over 7822.62 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3153, pruned_loss=0.08003, over 2474228.16 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07009, over 22070.05 utterances.], batch size: 133, lr: 3.14e-04
2022-08-28 10:15:27,947 INFO [train.py:927] (5/8) Epoch 12, batch 16300, libri_loss[loss=0.2495, simple_loss=0.3293, pruned_loss=0.08488, over 12393.00 frames. utt_duration=414.7 frames, utt_pad_proportion=0.354, over 120.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07923, over 2473528.66 frames. utt_duration=479.5 frames, utt_pad_proportion=0.0671, over 20699.25 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2944, pruned_loss=0.06702, over 2468784.38 frames. utt_duration=1252 frames, utt_pad_proportion=0.05933, over 7895.11 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3157, pruned_loss=0.08023, over 2473921.20 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06712, over 21988.20 utterances.], batch size: 120, lr: 3.14e-04
2022-08-28 10:17:12,120 INFO [train.py:927] (5/8) Epoch 12, batch 16350, giga_loss[loss=0.2078, simple_loss=0.2978, pruned_loss=0.05891, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3139, pruned_loss=0.07815, over 2473715.89 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06826, over 20816.57 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2941, pruned_loss=0.06687, over 2468472.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.05877, over 7870.32 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3158, pruned_loss=0.07927, over 2474384.61 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06845, over 22086.75 utterances.], batch size: 62, lr: 3.14e-04
2022-08-28 10:18:58,898 INFO [train.py:927] (5/8) Epoch 12, batch 16400, giga_loss[loss=0.2066, simple_loss=0.2889, pruned_loss=0.06217, over 12181.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.03248, over 30.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3124, pruned_loss=0.07789, over 2473567.36 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07091, over 20484.65 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2941, pruned_loss=0.06688, over 2468394.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.05807, over 7857.34 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3142, pruned_loss=0.07892, over 2474227.15 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0712, over 21672.41 utterances.], batch size: 30, lr: 3.14e-04
2022-08-28 10:20:40,271 INFO [train.py:927] (5/8) Epoch 12, batch 16450, giga_loss[loss=0.2534, simple_loss=0.3212, pruned_loss=0.09281, over 12416.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06157, over 183.00 utterances.], tot_loss[loss=0.233, simple_loss=0.311, pruned_loss=0.07747, over 2474551.59 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06889, over 20407.15 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2938, pruned_loss=0.0668, over 2468775.88 frames. utt_duration=1262 frames, utt_pad_proportion=0.05641, over 7833.42 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3134, pruned_loss=0.07881, over 2474955.95 frames. utt_duration=453.4 frames, utt_pad_proportion=0.06992, over 21905.00 utterances.], batch size: 183, lr: 3.14e-04
2022-08-28 10:22:23,168 INFO [train.py:927] (5/8) Epoch 12, batch 16500, giga_loss[loss=0.2778, simple_loss=0.3298, pruned_loss=0.1129, over 12366.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3116, pruned_loss=0.07857, over 2474607.89 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07284, over 21104.17 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.294, pruned_loss=0.06686, over 2468624.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05672, over 7852.96 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3135, pruned_loss=0.07969, over 2475132.45 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07339, over 22392.45 utterances.], batch size: 259, lr: 3.14e-04
2022-08-28 10:24:05,932 INFO [train.py:927] (5/8) Epoch 12, batch 16550, giga_loss[loss=0.2426, simple_loss=0.3267, pruned_loss=0.07924, over 12352.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03182, over 51.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3117, pruned_loss=0.07887, over 2475156.03 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07006, over 20850.32 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2933, pruned_loss=0.06663, over 2468645.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05655, over 7842.93 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3143, pruned_loss=0.08028, over 2475713.61 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07083, over 22253.52 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 10:25:47,539 INFO [train.py:927] (5/8) Epoch 12, batch 16600, giga_loss[loss=0.2832, simple_loss=0.343, pruned_loss=0.1117, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3129, pruned_loss=0.08036, over 2475205.91 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07531, over 21428.34 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06673, over 2468899.95 frames. utt_duration=1253 frames, utt_pad_proportion=0.05644, over 7891.99 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3153, pruned_loss=0.08176, over 2475605.63 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07588, over 22870.46 utterances.], batch size: 183, lr: 3.14e-04
2022-08-28 10:27:30,775 INFO [train.py:927] (5/8) Epoch 12, batch 16650, libri_loss[loss=0.2239, simple_loss=0.3091, pruned_loss=0.06937, over 12444.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005111, over 35.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.312, pruned_loss=0.07979, over 2474940.57 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07849, over 21300.24 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06693, over 2468849.54 frames. utt_duration=1256 frames, utt_pad_proportion=0.05536, over 7869.94 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3141, pruned_loss=0.08103, over 2475434.20 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0793, over 22794.64 utterances.], batch size: 35, lr: 3.14e-04
2022-08-28 10:29:16,656 INFO [train.py:927] (5/8) Epoch 12, batch 16700, giga_loss[loss=0.2286, simple_loss=0.3051, pruned_loss=0.07607, over 12350.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04051, over 113.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3126, pruned_loss=0.07969, over 2474937.41 frames. utt_duration=455.6 frames, utt_pad_proportion=0.0783, over 21801.19 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2932, pruned_loss=0.06667, over 2468670.66 frames. utt_duration=1257 frames, utt_pad_proportion=0.0554, over 7863.66 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3152, pruned_loss=0.0812, over 2475632.35 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0791, over 23315.63 utterances.], batch size: 113, lr: 3.14e-04
2022-08-28 10:31:00,719 INFO [train.py:927] (5/8) Epoch 12, batch 16750, giga_loss[loss=0.3199, simple_loss=0.3664, pruned_loss=0.1367, over 12370.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07087, over 211.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3135, pruned_loss=0.08048, over 2475374.55 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07561, over 20776.10 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.293, pruned_loss=0.06657, over 2468636.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05559, over 7859.48 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3161, pruned_loss=0.08199, over 2476087.05 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07652, over 22217.12 utterances.], batch size: 211, lr: 3.14e-04
2022-08-28 10:32:41,962 INFO [train.py:927] (5/8) Epoch 12, batch 16800, libri_loss[loss=0.1899, simple_loss=0.2787, pruned_loss=0.05061, over 12179.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006175, over 33.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3137, pruned_loss=0.07987, over 2475532.40 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06824, over 20136.67 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2929, pruned_loss=0.06656, over 2468555.58 frames. utt_duration=1264 frames, utt_pad_proportion=0.05418, over 7823.95 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08154, over 2476406.23 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07008, over 21724.73 utterances.], batch size: 33, lr: 3.14e-04
2022-08-28 10:34:24,277 INFO [train.py:927] (5/8) Epoch 12, batch 16850, giga_loss[loss=0.2288, simple_loss=0.3172, pruned_loss=0.0702, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.03692, over 31.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.313, pruned_loss=0.07894, over 2475389.63 frames. utt_duration=507.6 frames, utt_pad_proportion=0.0679, over 19563.45 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2923, pruned_loss=0.06634, over 2468007.67 frames. utt_duration=1266 frames, utt_pad_proportion=0.05382, over 7805.70 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3164, pruned_loss=0.08082, over 2476763.80 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06968, over 21182.92 utterances.], batch size: 31, lr: 3.14e-04
2022-08-28 10:36:05,297 INFO [train.py:927] (5/8) Epoch 12, batch 16900, giga_loss[loss=0.286, simple_loss=0.3322, pruned_loss=0.1199, over 12368.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3126, pruned_loss=0.07901, over 2475403.09 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06986, over 20030.02 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2927, pruned_loss=0.06659, over 2467921.61 frames. utt_duration=1254 frames, utt_pad_proportion=0.058, over 7881.76 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08052, over 2476703.24 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07003, over 21456.24 utterances.], batch size: 369, lr: 3.14e-04
2022-08-28 10:37:49,765 INFO [train.py:927] (5/8) Epoch 12, batch 16950, giga_loss[loss=0.2322, simple_loss=0.3269, pruned_loss=0.06875, over 12352.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3131, pruned_loss=0.07896, over 2474584.31 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06703, over 19232.28 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.293, pruned_loss=0.06676, over 2468057.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.05691, over 7866.74 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3155, pruned_loss=0.08031, over 2475673.40 frames. utt_duration=481 frames, utt_pad_proportion=0.0678, over 20653.22 utterances.], batch size: 58, lr: 3.14e-04
2022-08-28 10:39:35,087 INFO [train.py:927] (5/8) Epoch 12, batch 17000, giga_loss[loss=0.2525, simple_loss=0.3282, pruned_loss=0.08839, over 12331.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3137, pruned_loss=0.08023, over 2473867.29 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07019, over 19183.03 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.293, pruned_loss=0.06682, over 2468260.46 frames. utt_duration=1255 frames, utt_pad_proportion=0.0568, over 7876.51 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3162, pruned_loss=0.08157, over 2474721.43 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07072, over 20602.43 utterances.], batch size: 85, lr: 3.14e-04
2022-08-28 10:41:19,720 INFO [train.py:927] (5/8) Epoch 12, batch 17050, giga_loss[loss=0.2237, simple_loss=0.3043, pruned_loss=0.0715, over 12388.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.02968, over 51.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.08111, over 2474187.34 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07693, over 20137.23 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06688, over 2468453.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.05639, over 7867.79 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3173, pruned_loss=0.08221, over 2474745.65 frames. utt_duration=465 frames, utt_pad_proportion=0.07711, over 21354.15 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 10:43:04,590 INFO [train.py:927] (5/8) Epoch 12, batch 17100, giga_loss[loss=0.2316, simple_loss=0.3095, pruned_loss=0.07683, over 12321.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02748, over 79.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3151, pruned_loss=0.08107, over 2474675.82 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07875, over 20422.00 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2934, pruned_loss=0.06696, over 2468417.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.05666, over 7889.78 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3167, pruned_loss=0.08205, over 2475231.58 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07882, over 21525.15 utterances.], batch size: 79, lr: 3.14e-04
2022-08-28 10:44:45,523 INFO [train.py:927] (5/8) Epoch 12, batch 17150, giga_loss[loss=0.2362, simple_loss=0.3138, pruned_loss=0.07927, over 12369.00 frames. utt_duration=310.6 frames, utt_pad_proportion=0.04427, over 160.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3146, pruned_loss=0.08056, over 2474183.70 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07689, over 20399.71 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2931, pruned_loss=0.06695, over 2467909.86 frames. utt_duration=1259 frames, utt_pad_proportion=0.05544, over 7849.64 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3167, pruned_loss=0.08173, over 2475238.48 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07761, over 21651.88 utterances.], batch size: 160, lr: 3.14e-04
2022-08-28 10:46:31,466 INFO [train.py:927] (5/8) Epoch 12, batch 17200, giga_loss[loss=0.2622, simple_loss=0.3309, pruned_loss=0.09674, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06304, over 183.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3144, pruned_loss=0.08042, over 2474721.42 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08232, over 21487.72 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2933, pruned_loss=0.06714, over 2467894.57 frames. utt_duration=1249 frames, utt_pad_proportion=0.05913, over 7913.76 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3161, pruned_loss=0.08129, over 2475623.60 frames. utt_duration=441 frames, utt_pad_proportion=0.08166, over 22529.71 utterances.], batch size: 183, lr: 3.14e-04
2022-08-28 10:48:15,566 INFO [train.py:927] (5/8) Epoch 12, batch 17250, giga_loss[loss=0.2008, simple_loss=0.2849, pruned_loss=0.05833, over 12450.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03162, over 75.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3119, pruned_loss=0.07911, over 2474814.66 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07911, over 20578.33 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2939, pruned_loss=0.06745, over 2468070.01 frames. utt_duration=1238 frames, utt_pad_proportion=0.06268, over 7986.65 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.07982, over 2475523.61 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07783, over 21627.78 utterances.], batch size: 75, lr: 3.14e-04
2022-08-28 10:49:56,431 INFO [train.py:927] (5/8) Epoch 12, batch 17300, libri_loss[loss=0.2763, simple_loss=0.3447, pruned_loss=0.1039, over 12386.00 frames. utt_duration=436 frames, utt_pad_proportion=0.3198, over 114.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3111, pruned_loss=0.0798, over 2475021.13 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08285, over 21199.42 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2942, pruned_loss=0.06768, over 2468140.96 frames. utt_duration=1226 frames, utt_pad_proportion=0.0654, over 8063.86 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3127, pruned_loss=0.08067, over 2475806.64 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08097, over 22556.25 utterances.], batch size: 114, lr: 3.14e-04
2022-08-28 10:51:41,634 INFO [train.py:927] (5/8) Epoch 12, batch 17350, libri_loss[loss=0.231, simple_loss=0.3088, pruned_loss=0.07656, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008155, over 37.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3099, pruned_loss=0.07867, over 2475078.95 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08034, over 21648.72 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2939, pruned_loss=0.06762, over 2468167.11 frames. utt_duration=1231 frames, utt_pad_proportion=0.0645, over 8029.88 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3117, pruned_loss=0.07963, over 2475813.86 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07936, over 23008.90 utterances.], batch size: 37, lr: 3.14e-04
2022-08-28 10:53:24,016 INFO [train.py:927] (5/8) Epoch 12, batch 17400, giga_loss[loss=0.201, simple_loss=0.2964, pruned_loss=0.05279, over 12401.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04039, over 105.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3082, pruned_loss=0.07541, over 2475497.07 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07938, over 22908.10 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2936, pruned_loss=0.0675, over 2468179.81 frames. utt_duration=1234 frames, utt_pad_proportion=0.06365, over 8009.32 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3102, pruned_loss=0.07651, over 2476200.45 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07903, over 24318.87 utterances.], batch size: 105, lr: 3.14e-04
2022-08-28 10:55:07,427 INFO [train.py:927] (5/8) Epoch 12, batch 17450, giga_loss[loss=0.1917, simple_loss=0.2845, pruned_loss=0.04949, over 12353.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04195, over 113.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3058, pruned_loss=0.07186, over 2474945.68 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07708, over 22797.08 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2937, pruned_loss=0.06742, over 2467835.52 frames. utt_duration=1236 frames, utt_pad_proportion=0.06309, over 7995.15 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3078, pruned_loss=0.07297, over 2476043.94 frames. utt_duration=408 frames, utt_pad_proportion=0.07725, over 24362.82 utterances.], batch size: 113, lr: 3.14e-04
2022-08-28 10:56:55,205 INFO [train.py:927] (5/8) Epoch 12, batch 17500, giga_loss[loss=0.2124, simple_loss=0.2978, pruned_loss=0.06346, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02939, over 39.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3053, pruned_loss=0.069, over 2475127.66 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07066, over 22509.92 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.294, pruned_loss=0.06758, over 2467838.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.06313, over 8012.01 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3067, pruned_loss=0.06977, over 2476076.09 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07121, over 23928.58 utterances.], batch size: 39, lr: 3.14e-04
2022-08-28 10:58:40,439 INFO [train.py:927] (5/8) Epoch 12, batch 17550, giga_loss[loss=0.2242, simple_loss=0.3139, pruned_loss=0.0672, over 12411.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05782, over 182.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3053, pruned_loss=0.06833, over 2475837.73 frames. utt_duration=434.6 frames, utt_pad_proportion=0.06781, over 22865.25 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2941, pruned_loss=0.06767, over 2468116.84 frames. utt_duration=1235 frames, utt_pad_proportion=0.0623, over 8004.89 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3066, pruned_loss=0.0689, over 2476510.55 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06866, over 24317.48 utterances.], batch size: 182, lr: 3.14e-04
2022-08-28 11:00:25,969 INFO [train.py:927] (5/8) Epoch 12, batch 17600, giga_loss[loss=0.1794, simple_loss=0.2775, pruned_loss=0.04061, over 12334.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03309, over 51.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3021, pruned_loss=0.06618, over 2476064.01 frames. utt_duration=413.5 frames, utt_pad_proportion=0.0716, over 24034.98 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2943, pruned_loss=0.06777, over 2468064.36 frames. utt_duration=1239 frames, utt_pad_proportion=0.06151, over 7976.95 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3031, pruned_loss=0.06655, over 2476801.45 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07229, over 25484.65 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 11:02:08,995 INFO [train.py:927] (5/8) Epoch 12, batch 17650, giga_loss[loss=0.2047, simple_loss=0.2947, pruned_loss=0.05739, over 12441.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3015, pruned_loss=0.06526, over 2475832.88 frames. utt_duration=416.9 frames, utt_pad_proportion=0.07033, over 23835.87 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2947, pruned_loss=0.06799, over 2467905.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.06851, over 8124.08 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3023, pruned_loss=0.06531, over 2476800.37 frames. utt_duration=392 frames, utt_pad_proportion=0.06921, over 25366.84 utterances.], batch size: 55, lr: 3.14e-04
2022-08-28 11:03:51,036 INFO [train.py:927] (5/8) Epoch 12, batch 17700, giga_loss[loss=0.1862, simple_loss=0.2857, pruned_loss=0.04331, over 12381.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02738, over 66.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2987, pruned_loss=0.06314, over 2475300.89 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06783, over 23245.07 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2942, pruned_loss=0.06792, over 2467562.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.06706, over 8080.80 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2999, pruned_loss=0.06314, over 2476631.35 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06747, over 24932.04 utterances.], batch size: 66, lr: 3.14e-04
2022-08-28 11:05:36,513 INFO [train.py:927] (5/8) Epoch 12, batch 17750, giga_loss[loss=0.1877, simple_loss=0.2835, pruned_loss=0.04596, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03315, over 75.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2954, pruned_loss=0.06156, over 2475693.82 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06711, over 23081.47 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.294, pruned_loss=0.06786, over 2467585.09 frames. utt_duration=1229 frames, utt_pad_proportion=0.06516, over 8038.46 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2966, pruned_loss=0.0614, over 2477027.49 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06745, over 25032.07 utterances.], batch size: 75, lr: 3.14e-04
2022-08-28 11:07:23,467 INFO [train.py:927] (5/8) Epoch 12, batch 17800, giga_loss[loss=0.2159, simple_loss=0.2958, pruned_loss=0.06798, over 12368.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2943, pruned_loss=0.06129, over 2476782.55 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06824, over 23198.65 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2938, pruned_loss=0.06774, over 2468115.15 frames. utt_duration=1224 frames, utt_pad_proportion=0.06782, over 8075.57 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2955, pruned_loss=0.06104, over 2477687.93 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06771, over 25284.88 utterances.], batch size: 182, lr: 3.14e-04
2022-08-28 11:09:19,409 INFO [train.py:927] (5/8) Epoch 12, batch 17850, giga_loss[loss=0.1845, simple_loss=0.2761, pruned_loss=0.0465, over 12341.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03394, over 51.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2948, pruned_loss=0.0606, over 2476157.40 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06741, over 23634.67 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2935, pruned_loss=0.06763, over 2467995.21 frames. utt_duration=1225 frames, utt_pad_proportion=0.06762, over 8070.03 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06038, over 2477149.88 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06713, over 25581.40 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 11:11:24,726 INFO [train.py:927] (5/8) Epoch 12, batch 17900, giga_loss[loss=0.1787, simple_loss=0.2703, pruned_loss=0.04352, over 12370.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.06052, over 2476772.07 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06952, over 23692.95 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2939, pruned_loss=0.06802, over 2468168.95 frames. utt_duration=1207 frames, utt_pad_proportion=0.07449, over 8188.72 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05982, over 2477645.72 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06731, over 25583.66 utterances.], batch size: 91, lr: 3.14e-04
2022-08-28 11:13:22,261 INFO [train.py:927] (5/8) Epoch 12, batch 17950, giga_loss[loss=0.2043, simple_loss=0.2901, pruned_loss=0.05921, over 12385.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03087, over 97.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2922, pruned_loss=0.05887, over 2477155.95 frames. utt_duration=411 frames, utt_pad_proportion=0.06977, over 24189.89 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2934, pruned_loss=0.06783, over 2468144.73 frames. utt_duration=1214 frames, utt_pad_proportion=0.07309, over 8139.47 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2932, pruned_loss=0.05825, over 2478145.63 frames. utt_duration=379.5 frames, utt_pad_proportion=0.0684, over 26214.61 utterances.], batch size: 97, lr: 3.13e-04
2022-08-28 11:15:35,164 INFO [train.py:927] (5/8) Epoch 12, batch 18000, giga_loss[loss=0.2159, simple_loss=0.2949, pruned_loss=0.06842, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2894, pruned_loss=0.05766, over 2476999.41 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06702, over 23477.05 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2932, pruned_loss=0.06782, over 2467958.64 frames. utt_duration=1216 frames, utt_pad_proportion=0.0724, over 8130.71 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2904, pruned_loss=0.05701, over 2478128.44 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06625, over 25379.95 utterances.], batch size: 91, lr: 3.13e-04
2022-08-28 11:15:35,164 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 11:15:49,310 INFO [train.py:967] (5/8) 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 11:17:42,462 INFO [train.py:927] (5/8) Epoch 12, batch 18050, giga_loss[loss=0.2052, simple_loss=0.2997, pruned_loss=0.05536, over 12439.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04885, over 162.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2894, pruned_loss=0.05726, over 2477454.06 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06621, over 23763.66 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2933, pruned_loss=0.06786, over 2467825.20 frames. utt_duration=1218 frames, utt_pad_proportion=0.07157, over 8112.84 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.29, pruned_loss=0.05657, over 2478603.69 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06587, over 25494.30 utterances.], batch size: 162, lr: 3.13e-04
2022-08-28 11:19:51,386 INFO [train.py:927] (5/8) Epoch 12, batch 18100, giga_loss[loss=0.1762, simple_loss=0.2723, pruned_loss=0.04011, over 12338.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03155, over 70.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2901, pruned_loss=0.05699, over 2477259.42 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06633, over 23931.47 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2931, pruned_loss=0.06774, over 2467388.99 frames. utt_duration=1223 frames, utt_pad_proportion=0.06982, over 8080.13 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2907, pruned_loss=0.05621, over 2478898.66 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06652, over 25857.23 utterances.], batch size: 70, lr: 3.13e-04
2022-08-28 11:21:52,185 INFO [train.py:927] (5/8) Epoch 12, batch 18150, giga_loss[loss=0.1944, simple_loss=0.288, pruned_loss=0.05036, over 12339.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.0301, over 62.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2901, pruned_loss=0.05701, over 2477304.64 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06577, over 24139.55 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2934, pruned_loss=0.06792, over 2467398.46 frames. utt_duration=1212 frames, utt_pad_proportion=0.07268, over 8150.53 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2903, pruned_loss=0.05605, over 2478757.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0652, over 25878.05 utterances.], batch size: 62, lr: 3.13e-04
2022-08-28 11:23:54,250 INFO [train.py:927] (5/8) Epoch 12, batch 18200, giga_loss[loss=0.1933, simple_loss=0.2981, pruned_loss=0.04427, over 12376.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.02572, over 121.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2921, pruned_loss=0.05593, over 2478350.70 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06577, over 25043.04 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2934, pruned_loss=0.0679, over 2467412.03 frames. utt_duration=1214 frames, utt_pad_proportion=0.07215, over 8137.08 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2922, pruned_loss=0.05508, over 2479557.37 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06547, over 26561.57 utterances.], batch size: 121, lr: 3.13e-04
2022-08-28 11:25:56,399 INFO [train.py:927] (5/8) Epoch 12, batch 18250, libri_loss[loss=0.2116, simple_loss=0.2957, pruned_loss=0.06376, over 12441.00 frames. utt_duration=779 frames, utt_pad_proportion=0.1127, over 64.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2928, pruned_loss=0.0555, over 2477835.56 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06715, over 25037.26 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2936, pruned_loss=0.06787, over 2467161.18 frames. utt_duration=1210 frames, utt_pad_proportion=0.07216, over 8166.24 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2927, pruned_loss=0.0545, over 2479348.48 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06678, over 26715.09 utterances.], batch size: 64, lr: 3.13e-04
2022-08-28 11:27:57,627 INFO [train.py:927] (5/8) Epoch 12, batch 18300, giga_loss[loss=0.2065, simple_loss=0.2985, pruned_loss=0.05728, over 12440.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03781, over 133.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2924, pruned_loss=0.05569, over 2477216.96 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06471, over 23697.32 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2934, pruned_loss=0.06783, over 2466996.35 frames. utt_duration=1206 frames, utt_pad_proportion=0.0744, over 8193.41 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2924, pruned_loss=0.0545, over 2478988.83 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06394, over 25619.01 utterances.], batch size: 133, lr: 3.13e-04
2022-08-28 11:30:23,578 INFO [train.py:927] (5/8) Epoch 12, batch 18350, giga_loss[loss=0.2115, simple_loss=0.297, pruned_loss=0.063, over 12432.00 frames. utt_duration=233.5 frames, utt_pad_proportion=0.08087, over 214.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2925, pruned_loss=0.05654, over 2477659.35 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06561, over 23809.65 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2933, pruned_loss=0.06784, over 2467097.55 frames. utt_duration=1211 frames, utt_pad_proportion=0.07253, over 8158.47 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2926, pruned_loss=0.05516, over 2479340.09 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06534, over 25911.32 utterances.], batch size: 214, lr: 3.13e-04
2022-08-28 11:32:27,244 INFO [train.py:927] (5/8) Epoch 12, batch 18400, giga_loss[loss=0.1902, simple_loss=0.2806, pruned_loss=0.0499, over 12391.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.03417, over 105.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.29, pruned_loss=0.05533, over 2478166.63 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06307, over 22921.24 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2936, pruned_loss=0.06803, over 2467266.20 frames. utt_duration=1201 frames, utt_pad_proportion=0.07585, over 8229.61 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2897, pruned_loss=0.05379, over 2479592.86 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06183, over 24863.56 utterances.], batch size: 105, lr: 3.13e-04
2022-08-28 11:34:29,322 INFO [train.py:927] (5/8) Epoch 12, batch 18450, giga_loss[loss=0.2187, simple_loss=0.3156, pruned_loss=0.06096, over 12435.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04954, over 162.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.288, pruned_loss=0.05462, over 2477825.85 frames. utt_duration=443.7 frames, utt_pad_proportion=0.06285, over 22396.49 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2929, pruned_loss=0.06767, over 2467438.66 frames. utt_duration=1208 frames, utt_pad_proportion=0.07355, over 8183.34 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2881, pruned_loss=0.05306, over 2479332.64 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06231, over 24715.20 utterances.], batch size: 162, lr: 3.13e-04
2022-08-28 11:36:31,690 INFO [train.py:927] (5/8) Epoch 12, batch 18500, giga_loss[loss=0.2037, simple_loss=0.2883, pruned_loss=0.05958, over 12375.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06836, over 212.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.29, pruned_loss=0.05577, over 2478157.17 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06098, over 23048.89 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2929, pruned_loss=0.06762, over 2467422.47 frames. utt_duration=1208 frames, utt_pad_proportion=0.07326, over 8178.42 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2901, pruned_loss=0.05454, over 2479403.04 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06077, over 24936.87 utterances.], batch size: 212, lr: 3.13e-04
2022-08-28 11:38:42,665 INFO [train.py:927] (5/8) Epoch 12, batch 18550, giga_loss[loss=0.1814, simple_loss=0.2623, pruned_loss=0.05018, over 12378.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1768, over 357.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.29, pruned_loss=0.05679, over 2478485.57 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06377, over 23780.91 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2931, pruned_loss=0.06769, over 2467537.85 frames. utt_duration=1210 frames, utt_pad_proportion=0.07272, over 8164.69 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05564, over 2479461.15 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06357, over 25418.31 utterances.], batch size: 357, lr: 3.13e-04
2022-08-28 11:40:53,173 INFO [train.py:927] (5/8) Epoch 12, batch 18600, giga_loss[loss=0.1932, simple_loss=0.2752, pruned_loss=0.0556, over 12421.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09965, over 257.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2917, pruned_loss=0.05746, over 2478613.19 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06707, over 24474.14 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2932, pruned_loss=0.06769, over 2467672.40 frames. utt_duration=1205 frames, utt_pad_proportion=0.07529, over 8204.84 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2915, pruned_loss=0.05621, over 2479657.35 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06593, over 26236.66 utterances.], batch size: 257, lr: 3.13e-04
2022-08-28 11:43:04,821 INFO [train.py:927] (5/8) Epoch 12, batch 18650, libri_loss[loss=0.1728, simple_loss=0.2507, pruned_loss=0.04742, over 12257.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.07783, over 27.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2896, pruned_loss=0.05685, over 2478375.96 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07373, over 25739.59 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2929, pruned_loss=0.06753, over 2467483.04 frames. utt_duration=1205 frames, utt_pad_proportion=0.0752, over 8202.48 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05583, over 2479572.67 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07246, over 27438.18 utterances.], batch size: 27, lr: 3.13e-04
2022-08-28 11:45:04,835 INFO [train.py:927] (5/8) Epoch 12, batch 18700, giga_loss[loss=0.1959, simple_loss=0.292, pruned_loss=0.04987, over 12463.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.02828, over 105.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2857, pruned_loss=0.05558, over 2478120.92 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07215, over 25206.81 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2932, pruned_loss=0.06766, over 2467552.20 frames. utt_duration=1205 frames, utt_pad_proportion=0.07382, over 8198.29 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2853, pruned_loss=0.05433, over 2479319.41 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07155, over 27039.60 utterances.], batch size: 105, lr: 3.13e-04
2022-08-28 11:46:53,714 INFO [train.py:927] (5/8) Epoch 12, batch 18750, giga_loss[loss=0.1931, simple_loss=0.2794, pruned_loss=0.05337, over 12412.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06326, over 183.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2862, pruned_loss=0.05626, over 2478008.68 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07299, over 25211.53 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2933, pruned_loss=0.0679, over 2467334.40 frames. utt_duration=1199 frames, utt_pad_proportion=0.07656, over 8239.47 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2856, pruned_loss=0.05472, over 2479464.27 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07167, over 27106.69 utterances.], batch size: 183, lr: 3.13e-04
2022-08-28 11:48:52,195 INFO [train.py:927] (5/8) Epoch 12, batch 18800, giga_loss[loss=0.1706, simple_loss=0.2571, pruned_loss=0.04207, over 12372.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09586, over 255.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2844, pruned_loss=0.05476, over 2477926.50 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07188, over 24651.02 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.293, pruned_loss=0.06772, over 2467432.74 frames. utt_duration=1201 frames, utt_pad_proportion=0.07599, over 8228.68 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.284, pruned_loss=0.05342, over 2479219.88 frames. utt_duration=374.9 frames, utt_pad_proportion=0.07098, over 26534.00 utterances.], batch size: 255, lr: 3.13e-04
2022-08-28 11:51:04,181 INFO [train.py:927] (5/8) Epoch 12, batch 18850, giga_loss[loss=0.1932, simple_loss=0.2857, pruned_loss=0.05037, over 12436.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03376, over 86.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2824, pruned_loss=0.05395, over 2477072.42 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07203, over 24285.20 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2927, pruned_loss=0.06746, over 2467308.79 frames. utt_duration=1200 frames, utt_pad_proportion=0.0757, over 8237.69 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2821, pruned_loss=0.05277, over 2478489.25 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07137, over 26233.75 utterances.], batch size: 86, lr: 3.13e-04
2022-08-28 11:53:11,594 INFO [train.py:927] (5/8) Epoch 12, batch 18900, giga_loss[loss=0.2052, simple_loss=0.2887, pruned_loss=0.06083, over 12412.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05529, over 182.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2829, pruned_loss=0.05407, over 2477159.58 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07239, over 24454.40 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2926, pruned_loss=0.06742, over 2467148.07 frames. utt_duration=1205 frames, utt_pad_proportion=0.0743, over 8199.14 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2825, pruned_loss=0.05286, over 2478636.03 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07219, over 26399.22 utterances.], batch size: 182, lr: 3.13e-04
2022-08-28 11:55:08,297 INFO [train.py:927] (5/8) Epoch 12, batch 18950, giga_loss[loss=0.1781, simple_loss=0.2754, pruned_loss=0.04036, over 12417.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04968, over 147.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.282, pruned_loss=0.05335, over 2477584.76 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07022, over 24778.22 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2923, pruned_loss=0.06724, over 2467383.74 frames. utt_duration=1209 frames, utt_pad_proportion=0.07321, over 8171.42 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2818, pruned_loss=0.0523, over 2478733.35 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07049, over 26633.10 utterances.], batch size: 147, lr: 3.13e-04
2022-08-28 11:57:08,203 INFO [train.py:927] (5/8) Epoch 12, batch 19000, giga_loss[loss=0.2154, simple_loss=0.302, pruned_loss=0.06442, over 12410.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09672, over 256.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2846, pruned_loss=0.05325, over 2477802.54 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07205, over 25083.94 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2925, pruned_loss=0.06728, over 2467407.39 frames. utt_duration=1211 frames, utt_pad_proportion=0.07241, over 8158.85 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.05222, over 2478833.11 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07234, over 26772.17 utterances.], batch size: 256, lr: 3.13e-04
2022-08-28 11:59:05,656 INFO [train.py:927] (5/8) Epoch 12, batch 19050, libri_loss[loss=0.2453, simple_loss=0.3229, pruned_loss=0.08386, over 12427.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03659, over 46.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2864, pruned_loss=0.05412, over 2477452.29 frames. utt_duration=391 frames, utt_pad_proportion=0.07152, over 25421.77 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2925, pruned_loss=0.06725, over 2467040.67 frames. utt_duration=1214 frames, utt_pad_proportion=0.07143, over 8137.94 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.05308, over 2478784.91 frames. utt_duration=367 frames, utt_pad_proportion=0.07205, over 27106.69 utterances.], batch size: 46, lr: 3.13e-04
2022-08-28 12:01:06,599 INFO [train.py:927] (5/8) Epoch 12, batch 19100, giga_loss[loss=0.1853, simple_loss=0.2706, pruned_loss=0.05005, over 12380.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.285, pruned_loss=0.05322, over 2477677.96 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06969, over 25582.57 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.293, pruned_loss=0.0674, over 2467146.53 frames. utt_duration=1215 frames, utt_pad_proportion=0.07033, over 8132.20 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.05203, over 2478823.57 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07051, over 27229.24 utterances.], batch size: 91, lr: 3.13e-04
2022-08-28 12:03:06,671 INFO [train.py:927] (5/8) Epoch 12, batch 19150, giga_loss[loss=0.1766, simple_loss=0.2647, pruned_loss=0.04422, over 12328.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03383, over 51.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2837, pruned_loss=0.05355, over 2476749.22 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07424, over 25380.81 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2934, pruned_loss=0.06781, over 2467056.07 frames. utt_duration=1196 frames, utt_pad_proportion=0.07694, over 8260.77 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2823, pruned_loss=0.0518, over 2478117.34 frames. utt_duration=366 frames, utt_pad_proportion=0.07294, over 27169.02 utterances.], batch size: 51, lr: 3.13e-04
2022-08-28 12:05:16,912 INFO [train.py:927] (5/8) Epoch 12, batch 19200, giga_loss[loss=0.1862, simple_loss=0.2761, pruned_loss=0.04818, over 12425.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2845, pruned_loss=0.05373, over 2477151.22 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07399, over 25178.04 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2933, pruned_loss=0.06783, over 2467136.06 frames. utt_duration=1189 frames, utt_pad_proportion=0.07976, over 8311.59 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2834, pruned_loss=0.05212, over 2478268.95 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07207, over 26772.76 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 12:07:12,735 INFO [train.py:927] (5/8) Epoch 12, batch 19250, giga_loss[loss=0.1955, simple_loss=0.2804, pruned_loss=0.05527, over 12377.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1812, over 359.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2852, pruned_loss=0.05443, over 2476793.33 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07396, over 24840.36 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2929, pruned_loss=0.06767, over 2467180.66 frames. utt_duration=1194 frames, utt_pad_proportion=0.07775, over 8273.95 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2843, pruned_loss=0.05277, over 2478031.03 frames. utt_duration=371.4 frames, utt_pad_proportion=0.0729, over 26772.68 utterances.], batch size: 359, lr: 3.13e-04
2022-08-28 12:09:12,545 INFO [train.py:927] (5/8) Epoch 12, batch 19300, giga_loss[loss=0.1875, simple_loss=0.2832, pruned_loss=0.04594, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02301, over 48.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2891, pruned_loss=0.05597, over 2477527.31 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07335, over 24890.08 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2936, pruned_loss=0.06812, over 2467547.66 frames. utt_duration=1193 frames, utt_pad_proportion=0.07636, over 8284.48 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2876, pruned_loss=0.05388, over 2478455.25 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07288, over 26899.02 utterances.], batch size: 48, lr: 3.13e-04
2022-08-28 12:11:32,632 INFO [train.py:927] (5/8) Epoch 12, batch 19350, giga_loss[loss=0.1814, simple_loss=0.2559, pruned_loss=0.05349, over 12374.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.1687, over 353.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2879, pruned_loss=0.05548, over 2477647.90 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07653, over 25247.72 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.294, pruned_loss=0.06832, over 2467548.22 frames. utt_duration=1186 frames, utt_pad_proportion=0.0773, over 8331.52 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.05353, over 2478471.57 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07572, over 26944.90 utterances.], batch size: 353, lr: 3.13e-04
2022-08-28 12:13:29,624 INFO [train.py:927] (5/8) Epoch 12, batch 19400, libri_loss[loss=0.2359, simple_loss=0.3163, pruned_loss=0.07775, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009275, over 39.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2873, pruned_loss=0.0555, over 2477650.47 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07874, over 25906.76 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.294, pruned_loss=0.06823, over 2467736.71 frames. utt_duration=1192 frames, utt_pad_proportion=0.07573, over 8294.21 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2858, pruned_loss=0.05366, over 2478403.87 frames. utt_duration=358.2 frames, utt_pad_proportion=0.07839, over 27768.31 utterances.], batch size: 39, lr: 3.13e-04
2022-08-28 12:15:36,303 INFO [train.py:927] (5/8) Epoch 12, batch 19450, giga_loss[loss=0.2074, simple_loss=0.2931, pruned_loss=0.0609, over 12382.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07529, over 212.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2862, pruned_loss=0.05567, over 2477672.18 frames. utt_duration=389.8 frames, utt_pad_proportion=0.0801, over 25505.18 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2944, pruned_loss=0.06846, over 2468026.38 frames. utt_duration=1155 frames, utt_pad_proportion=0.08703, over 8558.11 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2845, pruned_loss=0.05361, over 2478317.46 frames. utt_duration=364.2 frames, utt_pad_proportion=0.07665, over 27308.19 utterances.], batch size: 212, lr: 3.13e-04
2022-08-28 12:17:41,224 INFO [train.py:927] (5/8) Epoch 12, batch 19500, giga_loss[loss=0.1918, simple_loss=0.2874, pruned_loss=0.04812, over 12213.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03108, over 45.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2854, pruned_loss=0.05407, over 2477319.58 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07798, over 25307.16 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2943, pruned_loss=0.0683, over 2468034.66 frames. utt_duration=1158 frames, utt_pad_proportion=0.08606, over 8532.89 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.284, pruned_loss=0.05241, over 2477959.72 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07557, over 26963.44 utterances.], batch size: 45, lr: 3.13e-04
2022-08-28 12:19:30,408 INFO [train.py:927] (5/8) Epoch 12, batch 19550, giga_loss[loss=0.1933, simple_loss=0.2909, pruned_loss=0.04783, over 12388.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05281, over 161.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2876, pruned_loss=0.0538, over 2477887.83 frames. utt_duration=402.4 frames, utt_pad_proportion=0.07473, over 24708.35 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.295, pruned_loss=0.06872, over 2467878.19 frames. utt_duration=1149 frames, utt_pad_proportion=0.08901, over 8599.68 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2857, pruned_loss=0.05179, over 2478738.14 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07211, over 26338.46 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 12:21:38,160 INFO [train.py:927] (5/8) Epoch 12, batch 19600, giga_loss[loss=0.1797, simple_loss=0.2578, pruned_loss=0.05074, over 12378.00 frames. utt_duration=141.4 frames, utt_pad_proportion=0.168, over 353.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2877, pruned_loss=0.0538, over 2477918.63 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07479, over 24521.40 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.295, pruned_loss=0.06867, over 2468059.07 frames. utt_duration=1155 frames, utt_pad_proportion=0.08725, over 8560.29 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2859, pruned_loss=0.0518, over 2478714.31 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07307, over 26301.47 utterances.], batch size: 353, lr: 3.13e-04
2022-08-28 12:23:48,601 INFO [train.py:927] (5/8) Epoch 12, batch 19650, giga_loss[loss=0.208, simple_loss=0.2994, pruned_loss=0.05829, over 12398.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03005, over 122.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05415, over 2477755.29 frames. utt_duration=402.2 frames, utt_pad_proportion=0.0728, over 24719.01 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2954, pruned_loss=0.06893, over 2468080.54 frames. utt_duration=1155 frames, utt_pad_proportion=0.08599, over 8560.34 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2865, pruned_loss=0.05196, over 2478622.07 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07181, over 26547.48 utterances.], batch size: 122, lr: 3.13e-04
2022-08-28 12:25:53,395 INFO [train.py:927] (5/8) Epoch 12, batch 19700, giga_loss[loss=0.1953, simple_loss=0.2703, pruned_loss=0.06016, over 12370.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.1687, over 353.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2892, pruned_loss=0.05463, over 2477791.98 frames. utt_duration=396.7 frames, utt_pad_proportion=0.07354, over 25057.45 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2957, pruned_loss=0.06888, over 2468367.28 frames. utt_duration=1157 frames, utt_pad_proportion=0.0834, over 8545.40 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.287, pruned_loss=0.05222, over 2478694.90 frames. utt_duration=364.2 frames, utt_pad_proportion=0.07325, over 27310.50 utterances.], batch size: 353, lr: 3.13e-04
2022-08-28 12:28:13,884 INFO [train.py:927] (5/8) Epoch 12, batch 19750, giga_loss[loss=0.2219, simple_loss=0.3101, pruned_loss=0.06684, over 12414.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0514, over 161.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2906, pruned_loss=0.05473, over 2477744.25 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07099, over 24902.33 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2957, pruned_loss=0.06886, over 2468419.44 frames. utt_duration=1159 frames, utt_pad_proportion=0.08314, over 8532.67 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.289, pruned_loss=0.0528, over 2478446.22 frames. utt_duration=371.9 frames, utt_pad_proportion=0.071, over 26743.55 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 12:30:35,880 INFO [train.py:927] (5/8) Epoch 12, batch 19800, libri_loss[loss=0.1957, simple_loss=0.2718, pruned_loss=0.05984, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007269, over 31.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2899, pruned_loss=0.0545, over 2477619.00 frames. utt_duration=404.3 frames, utt_pad_proportion=0.0698, over 24581.20 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2962, pruned_loss=0.06901, over 2468643.98 frames. utt_duration=1162 frames, utt_pad_proportion=0.08204, over 8510.20 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2879, pruned_loss=0.05259, over 2478141.93 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07014, over 26350.89 utterances.], batch size: 31, lr: 3.13e-04
2022-08-28 12:32:36,432 INFO [train.py:927] (5/8) Epoch 12, batch 19850, giga_loss[loss=0.1593, simple_loss=0.251, pruned_loss=0.03384, over 12357.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.0396, over 34.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.289, pruned_loss=0.05391, over 2477542.45 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06968, over 24394.36 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2961, pruned_loss=0.06886, over 2468518.17 frames. utt_duration=1167 frames, utt_pad_proportion=0.08089, over 8470.94 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2874, pruned_loss=0.05217, over 2478266.30 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07025, over 26198.87 utterances.], batch size: 34, lr: 3.13e-04
2022-08-28 12:34:31,331 INFO [train.py:927] (5/8) Epoch 12, batch 19900, giga_loss[loss=0.1688, simple_loss=0.2695, pruned_loss=0.03406, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2892, pruned_loss=0.05397, over 2477616.43 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06799, over 23970.62 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2948, pruned_loss=0.06834, over 2468382.62 frames. utt_duration=1177 frames, utt_pad_proportion=0.07922, over 8398.51 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2889, pruned_loss=0.05242, over 2478723.91 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06897, over 26178.38 utterances.], batch size: 70, lr: 3.12e-04
2022-08-28 12:36:21,872 INFO [train.py:927] (5/8) Epoch 12, batch 19950, giga_loss[loss=0.1893, simple_loss=0.2718, pruned_loss=0.05334, over 12423.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06874, over 212.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2874, pruned_loss=0.05346, over 2477436.42 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06514, over 23578.64 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06805, over 2468236.79 frames. utt_duration=1183 frames, utt_pad_proportion=0.07781, over 8355.88 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2875, pruned_loss=0.05209, over 2478719.66 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06649, over 25814.48 utterances.], batch size: 212, lr: 3.12e-04
2022-08-28 12:38:19,217 INFO [train.py:927] (5/8) Epoch 12, batch 20000, giga_loss[loss=0.2404, simple_loss=0.3125, pruned_loss=0.08419, over 12405.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09713, over 256.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2888, pruned_loss=0.05447, over 2477285.78 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06446, over 23905.48 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2942, pruned_loss=0.06805, over 2468046.57 frames. utt_duration=1185 frames, utt_pad_proportion=0.07639, over 8338.64 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2887, pruned_loss=0.05298, over 2478731.93 frames. utt_duration=380.6 frames, utt_pad_proportion=0.0659, over 26132.14 utterances.], batch size: 256, lr: 3.12e-04
2022-08-28 12:40:05,399 INFO [train.py:927] (5/8) Epoch 12, batch 20050, giga_loss[loss=0.2069, simple_loss=0.3091, pruned_loss=0.05229, over 12470.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03687, over 37.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2962, pruned_loss=0.05805, over 2477101.78 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06631, over 22827.01 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2945, pruned_loss=0.06815, over 2468076.41 frames. utt_duration=1188 frames, utt_pad_proportion=0.07552, over 8321.66 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2959, pruned_loss=0.05663, over 2478343.90 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06763, over 24816.98 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 12:41:50,660 INFO [train.py:927] (5/8) Epoch 12, batch 20100, giga_loss[loss=0.1687, simple_loss=0.2584, pruned_loss=0.03956, over 12370.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03055, over 85.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2957, pruned_loss=0.05926, over 2476219.14 frames. utt_duration=445.1 frames, utt_pad_proportion=0.06935, over 22318.26 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2941, pruned_loss=0.0679, over 2468187.39 frames. utt_duration=1195 frames, utt_pad_proportion=0.07381, over 8272.00 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2958, pruned_loss=0.05807, over 2477392.65 frames. utt_duration=407 frames, utt_pad_proportion=0.0707, over 24421.50 utterances.], batch size: 85, lr: 3.12e-04
2022-08-28 12:43:34,116 INFO [train.py:927] (5/8) Epoch 12, batch 20150, libri_loss[loss=0.1933, simple_loss=0.277, pruned_loss=0.05482, over 12299.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006356, over 35.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2895, pruned_loss=0.05773, over 2474812.65 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06824, over 21551.71 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2938, pruned_loss=0.06787, over 2467910.71 frames. utt_duration=1198 frames, utt_pad_proportion=0.07304, over 8247.47 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2898, pruned_loss=0.05653, over 2476210.93 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06963, over 23631.32 utterances.], batch size: 35, lr: 3.12e-04
2022-08-28 12:45:18,320 INFO [train.py:927] (5/8) Epoch 12, batch 20200, giga_loss[loss=0.1804, simple_loss=0.2565, pruned_loss=0.05214, over 12364.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03605, over 122.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2817, pruned_loss=0.05503, over 2473885.22 frames. utt_duration=461 frames, utt_pad_proportion=0.07232, over 21528.50 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2936, pruned_loss=0.06785, over 2467700.36 frames. utt_duration=1202 frames, utt_pad_proportion=0.07193, over 8223.75 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2819, pruned_loss=0.0539, over 2475260.66 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07347, over 23443.06 utterances.], batch size: 122, lr: 3.12e-04
2022-08-28 12:46:58,802 INFO [train.py:927] (5/8) Epoch 12, batch 20250, libri_loss[loss=0.163, simple_loss=0.2445, pruned_loss=0.04072, over 12294.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008042, over 28.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2756, pruned_loss=0.05295, over 2473213.74 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06757, over 20129.95 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.293, pruned_loss=0.06747, over 2467895.67 frames. utt_duration=1207 frames, utt_pad_proportion=0.07076, over 8185.48 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2759, pruned_loss=0.05187, over 2474353.27 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0693, over 22175.23 utterances.], batch size: 28, lr: 3.12e-04
2022-08-28 12:48:43,672 INFO [train.py:927] (5/8) Epoch 12, batch 20300, giga_loss[loss=0.2213, simple_loss=0.2819, pruned_loss=0.08035, over 12370.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09885, over 256.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2716, pruned_loss=0.05156, over 2473107.75 frames. utt_duration=518.2 frames, utt_pad_proportion=0.064, over 19142.32 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2929, pruned_loss=0.0673, over 2467966.67 frames. utt_duration=1207 frames, utt_pad_proportion=0.06984, over 8190.40 utterances.], giga_tot_loss[loss=0.186, simple_loss=0.2713, pruned_loss=0.05036, over 2474141.24 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06605, over 21146.00 utterances.], batch size: 256, lr: 3.12e-04
2022-08-28 12:50:26,811 INFO [train.py:927] (5/8) Epoch 12, batch 20350, giga_loss[loss=0.16, simple_loss=0.2496, pruned_loss=0.0352, over 12413.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.0493, over 147.00 utterances.], tot_loss[loss=0.1843, simple_loss=0.2678, pruned_loss=0.05041, over 2473550.05 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06318, over 18823.76 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2933, pruned_loss=0.06756, over 2468328.56 frames. utt_duration=1206 frames, utt_pad_proportion=0.06952, over 8196.80 utterances.], giga_tot_loss[loss=0.1822, simple_loss=0.2666, pruned_loss=0.04891, over 2474137.60 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06495, over 20600.39 utterances.], batch size: 147, lr: 3.12e-04
2022-08-28 12:52:10,785 INFO [train.py:927] (5/8) Epoch 12, batch 20400, giga_loss[loss=0.159, simple_loss=0.2435, pruned_loss=0.03724, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02844, over 45.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2644, pruned_loss=0.04904, over 2473933.65 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06265, over 18872.78 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2936, pruned_loss=0.06751, over 2468430.57 frames. utt_duration=1211 frames, utt_pad_proportion=0.0681, over 8161.32 utterances.], giga_tot_loss[loss=0.1787, simple_loss=0.2625, pruned_loss=0.0474, over 2474462.08 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06456, over 20608.58 utterances.], batch size: 45, lr: 3.12e-04
2022-08-28 12:53:53,798 INFO [train.py:927] (5/8) Epoch 12, batch 20450, giga_loss[loss=0.1526, simple_loss=0.2309, pruned_loss=0.03716, over 12329.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03429, over 58.00 utterances.], tot_loss[loss=0.1762, simple_loss=0.2588, pruned_loss=0.04674, over 2474426.65 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06214, over 18492.41 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2939, pruned_loss=0.06766, over 2468421.43 frames. utt_duration=1201 frames, utt_pad_proportion=0.07139, over 8229.73 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2568, pruned_loss=0.04517, over 2474894.57 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06249, over 19888.74 utterances.], batch size: 58, lr: 3.12e-04
2022-08-28 12:55:38,941 INFO [train.py:927] (5/8) Epoch 12, batch 20500, giga_loss[loss=0.2176, simple_loss=0.2959, pruned_loss=0.06968, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03556, over 43.00 utterances.], tot_loss[loss=0.178, simple_loss=0.26, pruned_loss=0.04798, over 2474828.12 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06384, over 18756.12 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2943, pruned_loss=0.06803, over 2468253.59 frames. utt_duration=1189 frames, utt_pad_proportion=0.07492, over 8313.82 utterances.], giga_tot_loss[loss=0.1746, simple_loss=0.2573, pruned_loss=0.04595, over 2475478.38 frames. utt_duration=496 frames, utt_pad_proportion=0.06258, over 20020.27 utterances.], batch size: 43, lr: 3.12e-04
2022-08-28 12:57:24,067 INFO [train.py:927] (5/8) Epoch 12, batch 20550, giga_loss[loss=0.2282, simple_loss=0.3149, pruned_loss=0.07072, over 12416.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06747, over 211.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2702, pruned_loss=0.05261, over 2475040.15 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06264, over 18794.28 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.294, pruned_loss=0.06785, over 2467990.47 frames. utt_duration=1193 frames, utt_pad_proportion=0.07413, over 8286.80 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2675, pruned_loss=0.05068, over 2475975.79 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06191, over 20118.58 utterances.], batch size: 211, lr: 3.12e-04
2022-08-28 12:59:06,415 INFO [train.py:927] (5/8) Epoch 12, batch 20600, giga_loss[loss=0.2323, simple_loss=0.3261, pruned_loss=0.06927, over 12418.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05497, over 162.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2777, pruned_loss=0.05486, over 2473690.90 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05927, over 17817.54 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2942, pruned_loss=0.06779, over 2467991.88 frames. utt_duration=1198 frames, utt_pad_proportion=0.07252, over 8253.61 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2748, pruned_loss=0.05299, over 2474611.58 frames. utt_duration=517.7 frames, utt_pad_proportion=0.05935, over 19174.21 utterances.], batch size: 162, lr: 3.12e-04
2022-08-28 13:00:51,550 INFO [train.py:927] (5/8) Epoch 12, batch 20650, giga_loss[loss=0.2028, simple_loss=0.2975, pruned_loss=0.05408, over 12461.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03674, over 123.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.283, pruned_loss=0.05679, over 2474562.84 frames. utt_duration=557 frames, utt_pad_proportion=0.05851, over 17817.43 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2942, pruned_loss=0.06792, over 2468303.95 frames. utt_duration=1191 frames, utt_pad_proportion=0.07483, over 8301.45 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2803, pruned_loss=0.05483, over 2475185.09 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0574, over 19122.83 utterances.], batch size: 123, lr: 3.12e-04
2022-08-28 13:02:36,596 INFO [train.py:927] (5/8) Epoch 12, batch 20700, giga_loss[loss=0.2462, simple_loss=0.3348, pruned_loss=0.0788, over 12381.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02652, over 66.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2869, pruned_loss=0.05901, over 2473796.99 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05644, over 17198.83 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2942, pruned_loss=0.06795, over 2468472.32 frames. utt_duration=1195 frames, utt_pad_proportion=0.07387, over 8274.74 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2846, pruned_loss=0.05724, over 2474239.95 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05592, over 18415.58 utterances.], batch size: 66, lr: 3.12e-04
2022-08-28 13:04:21,098 INFO [train.py:927] (5/8) Epoch 12, batch 20750, libri_loss[loss=0.1818, simple_loss=0.2748, pruned_loss=0.04441, over 12283.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007846, over 37.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2908, pruned_loss=0.06074, over 2473957.70 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06179, over 17784.44 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2938, pruned_loss=0.06764, over 2468763.54 frames. utt_duration=1200 frames, utt_pad_proportion=0.07231, over 8239.88 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2892, pruned_loss=0.0594, over 2474202.92 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06162, over 19064.56 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 13:06:02,858 INFO [train.py:927] (5/8) Epoch 12, batch 20800, giga_loss[loss=0.2142, simple_loss=0.312, pruned_loss=0.05819, over 12360.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.0292, over 70.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2949, pruned_loss=0.06267, over 2474209.26 frames. utt_duration=531.9 frames, utt_pad_proportion=0.069, over 18659.92 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2936, pruned_loss=0.0676, over 2468699.95 frames. utt_duration=1200 frames, utt_pad_proportion=0.07235, over 8240.46 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2939, pruned_loss=0.06156, over 2474524.26 frames. utt_duration=501.2 frames, utt_pad_proportion=0.0684, over 19806.32 utterances.], batch size: 70, lr: 3.12e-04
2022-08-28 13:07:47,492 INFO [train.py:927] (5/8) Epoch 12, batch 20850, giga_loss[loss=0.1842, simple_loss=0.2836, pruned_loss=0.04238, over 12190.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03873, over 28.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06142, over 2474385.29 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06352, over 17544.95 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2929, pruned_loss=0.0672, over 2468852.94 frames. utt_duration=1205 frames, utt_pad_proportion=0.07138, over 8202.96 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2955, pruned_loss=0.06081, over 2474607.08 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06366, over 18673.04 utterances.], batch size: 28, lr: 3.12e-04
2022-08-28 13:09:31,475 INFO [train.py:927] (5/8) Epoch 12, batch 20900, giga_loss[loss=0.1833, simple_loss=0.283, pruned_loss=0.04181, over 12362.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04581, over 26.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2968, pruned_loss=0.06138, over 2474021.34 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06542, over 17542.64 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2931, pruned_loss=0.06736, over 2468617.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0701, over 8191.97 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2966, pruned_loss=0.06062, over 2474550.50 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06589, over 18676.56 utterances.], batch size: 26, lr: 3.12e-04
2022-08-28 13:11:14,976 INFO [train.py:927] (5/8) Epoch 12, batch 20950, giga_loss[loss=0.2487, simple_loss=0.3196, pruned_loss=0.08886, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2972, pruned_loss=0.06214, over 2474472.85 frames. utt_duration=582 frames, utt_pad_proportion=0.06416, over 17050.47 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.293, pruned_loss=0.06726, over 2468935.45 frames. utt_duration=1210 frames, utt_pad_proportion=0.06903, over 8175.19 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2971, pruned_loss=0.06152, over 2474698.34 frames. utt_duration=547.4 frames, utt_pad_proportion=0.065, over 18131.04 utterances.], batch size: 105, lr: 3.12e-04
2022-08-28 13:13:01,597 INFO [train.py:927] (5/8) Epoch 12, batch 21000, giga_loss[loss=0.2406, simple_loss=0.3254, pruned_loss=0.0779, over 12405.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06779, over 184.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2979, pruned_loss=0.06372, over 2474101.63 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06328, over 17181.43 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2929, pruned_loss=0.06713, over 2468938.68 frames. utt_duration=1210 frames, utt_pad_proportion=0.06874, over 8173.44 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2982, pruned_loss=0.06327, over 2474385.24 frames. utt_duration=545.3 frames, utt_pad_proportion=0.0641, over 18200.24 utterances.], batch size: 184, lr: 3.12e-04
2022-08-28 13:13:01,598 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 13:13:15,787 INFO [train.py:967] (5/8) 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 13:14:56,500 INFO [train.py:927] (5/8) Epoch 12, batch 21050, giga_loss[loss=0.2061, simple_loss=0.2826, pruned_loss=0.06479, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04126, over 37.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2967, pruned_loss=0.06342, over 2474093.12 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06077, over 16923.46 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2928, pruned_loss=0.06696, over 2469117.45 frames. utt_duration=1215 frames, utt_pad_proportion=0.06713, over 8139.86 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.297, pruned_loss=0.06309, over 2474322.26 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06218, over 18072.47 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 13:16:38,284 INFO [train.py:927] (5/8) Epoch 12, batch 21100, giga_loss[loss=0.1936, simple_loss=0.2801, pruned_loss=0.05353, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.297, pruned_loss=0.06356, over 2474337.52 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06109, over 16981.18 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2933, pruned_loss=0.06722, over 2469462.24 frames. utt_duration=1190 frames, utt_pad_proportion=0.0753, over 8309.31 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.297, pruned_loss=0.06296, over 2474378.97 frames. utt_duration=550.3 frames, utt_pad_proportion=0.0587, over 18033.50 utterances.], batch size: 98, lr: 3.12e-04
2022-08-28 13:18:20,960 INFO [train.py:927] (5/8) Epoch 12, batch 21150, giga_loss[loss=0.1892, simple_loss=0.2746, pruned_loss=0.05189, over 12447.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03407, over 86.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2928, pruned_loss=0.06201, over 2474807.73 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06884, over 17722.52 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2928, pruned_loss=0.06691, over 2469857.31 frames. utt_duration=1194 frames, utt_pad_proportion=0.07422, over 8282.08 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2933, pruned_loss=0.06171, over 2474578.16 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06697, over 18797.02 utterances.], batch size: 86, lr: 3.12e-04
2022-08-28 13:20:07,425 INFO [train.py:927] (5/8) Epoch 12, batch 21200, giga_loss[loss=0.1957, simple_loss=0.2717, pruned_loss=0.05983, over 12465.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 98.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2885, pruned_loss=0.0603, over 2474810.14 frames. utt_duration=533.7 frames, utt_pad_proportion=0.07128, over 18600.21 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2925, pruned_loss=0.06672, over 2469597.87 frames. utt_duration=1195 frames, utt_pad_proportion=0.07366, over 8278.34 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2891, pruned_loss=0.06014, over 2474936.65 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06992, over 19625.38 utterances.], batch size: 98, lr: 3.12e-04
2022-08-28 13:21:47,933 INFO [train.py:927] (5/8) Epoch 12, batch 21250, giga_loss[loss=0.1906, simple_loss=0.2799, pruned_loss=0.05065, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03049, over 75.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2878, pruned_loss=0.05993, over 2474180.54 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06666, over 17887.05 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2934, pruned_loss=0.06734, over 2469801.23 frames. utt_duration=1187 frames, utt_pad_proportion=0.07415, over 8334.46 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2874, pruned_loss=0.05909, over 2474179.53 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06546, over 18836.55 utterances.], batch size: 75, lr: 3.12e-04
2022-08-28 13:23:35,969 INFO [train.py:927] (5/8) Epoch 12, batch 21300, libri_loss[loss=0.2048, simple_loss=0.2892, pruned_loss=0.06019, over 12257.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.00428, over 34.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2875, pruned_loss=0.06031, over 2473502.88 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06659, over 17382.91 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2937, pruned_loss=0.0674, over 2469592.05 frames. utt_duration=1192 frames, utt_pad_proportion=0.07241, over 8299.43 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2866, pruned_loss=0.05929, over 2473859.29 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06616, over 18560.35 utterances.], batch size: 34, lr: 3.12e-04
2022-08-28 13:25:16,967 INFO [train.py:927] (5/8) Epoch 12, batch 21350, giga_loss[loss=0.1862, simple_loss=0.2744, pruned_loss=0.04896, over 12343.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03595, over 104.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2844, pruned_loss=0.05926, over 2473592.68 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06159, over 16903.44 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2938, pruned_loss=0.06762, over 2469610.60 frames. utt_duration=1193 frames, utt_pad_proportion=0.07187, over 8292.87 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2835, pruned_loss=0.05808, over 2473939.78 frames. utt_duration=550 frames, utt_pad_proportion=0.06168, over 18041.44 utterances.], batch size: 104, lr: 3.12e-04
2022-08-28 13:26:57,908 INFO [train.py:927] (5/8) Epoch 12, batch 21400, giga_loss[loss=0.2112, simple_loss=0.2809, pruned_loss=0.07072, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03326, over 42.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2816, pruned_loss=0.05847, over 2473445.70 frames. utt_duration=616.4 frames, utt_pad_proportion=0.0595, over 16088.93 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2935, pruned_loss=0.06742, over 2469399.73 frames. utt_duration=1200 frames, utt_pad_proportion=0.06974, over 8239.04 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2807, pruned_loss=0.05739, over 2474044.07 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06051, over 17351.97 utterances.], batch size: 42, lr: 3.12e-04
2022-08-28 13:28:39,422 INFO [train.py:927] (5/8) Epoch 12, batch 21450, giga_loss[loss=0.1771, simple_loss=0.2569, pruned_loss=0.04862, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2784, pruned_loss=0.05717, over 2473102.99 frames. utt_duration=641.9 frames, utt_pad_proportion=0.05521, over 15447.95 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2935, pruned_loss=0.06742, over 2469564.60 frames. utt_duration=1204 frames, utt_pad_proportion=0.06822, over 8215.81 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2774, pruned_loss=0.05602, over 2473541.62 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05685, over 16719.10 utterances.], batch size: 58, lr: 3.12e-04
2022-08-28 13:30:20,066 INFO [train.py:927] (5/8) Epoch 12, batch 21500, giga_loss[loss=0.1725, simple_loss=0.255, pruned_loss=0.04504, over 12346.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03284, over 58.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2758, pruned_loss=0.05649, over 2472378.52 frames. utt_duration=666.7 frames, utt_pad_proportion=0.05203, over 14866.22 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2934, pruned_loss=0.06735, over 2469450.03 frames. utt_duration=1209 frames, utt_pad_proportion=0.067, over 8182.59 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2747, pruned_loss=0.05541, over 2472934.39 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05403, over 16068.94 utterances.], batch size: 58, lr: 3.12e-04
2022-08-28 13:32:01,450 INFO [train.py:927] (5/8) Epoch 12, batch 21550, libri_loss[loss=0.1866, simple_loss=0.2638, pruned_loss=0.05464, over 12178.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009466, over 30.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2739, pruned_loss=0.05573, over 2472843.79 frames. utt_duration=671.7 frames, utt_pad_proportion=0.05242, over 14758.93 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2929, pruned_loss=0.06701, over 2469205.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06586, over 8135.48 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2731, pruned_loss=0.05492, over 2473616.12 frames. utt_duration=623.2 frames, utt_pad_proportion=0.05443, over 15916.19 utterances.], batch size: 30, lr: 3.12e-04
2022-08-28 13:33:45,378 INFO [train.py:927] (5/8) Epoch 12, batch 21600, giga_loss[loss=0.2727, simple_loss=0.3372, pruned_loss=0.1041, over 12361.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07191, over 212.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2769, pruned_loss=0.05775, over 2472840.01 frames. utt_duration=636.4 frames, utt_pad_proportion=0.06009, over 15579.18 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2925, pruned_loss=0.06683, over 2469595.96 frames. utt_duration=1222 frames, utt_pad_proportion=0.06471, over 8093.42 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2763, pruned_loss=0.05704, over 2473195.91 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06159, over 16699.95 utterances.], batch size: 212, lr: 3.12e-04
2022-08-28 13:35:27,547 INFO [train.py:927] (5/8) Epoch 12, batch 21650, giga_loss[loss=0.2315, simple_loss=0.3194, pruned_loss=0.0718, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2835, pruned_loss=0.061, over 2472530.90 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05874, over 16261.01 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2926, pruned_loss=0.0669, over 2469492.48 frames. utt_duration=1224 frames, utt_pad_proportion=0.06423, over 8079.53 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2828, pruned_loss=0.06031, over 2472943.79 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06015, over 17234.80 utterances.], batch size: 161, lr: 3.12e-04
2022-08-28 13:37:10,028 INFO [train.py:927] (5/8) Epoch 12, batch 21700, giga_loss[loss=0.2019, simple_loss=0.2993, pruned_loss=0.05229, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03152, over 62.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.06239, over 2471971.26 frames. utt_duration=618 frames, utt_pad_proportion=0.05491, over 16039.21 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2923, pruned_loss=0.06696, over 2469558.14 frames. utt_duration=1226 frames, utt_pad_proportion=0.06385, over 8068.39 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2882, pruned_loss=0.06173, over 2472267.08 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05636, over 16930.58 utterances.], batch size: 62, lr: 3.12e-04
2022-08-28 13:38:49,224 INFO [train.py:927] (5/8) Epoch 12, batch 21750, giga_loss[loss=0.2174, simple_loss=0.3088, pruned_loss=0.06298, over 12313.00 frames. utt_duration=850.4 frames, utt_pad_proportion=0.0347, over 58.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2947, pruned_loss=0.06476, over 2471483.74 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05952, over 16638.42 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2926, pruned_loss=0.06709, over 2469323.62 frames. utt_duration=1225 frames, utt_pad_proportion=0.06301, over 8072.39 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2941, pruned_loss=0.064, over 2472000.07 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06063, over 17611.72 utterances.], batch size: 58, lr: 3.12e-04
2022-08-28 13:40:30,835 INFO [train.py:927] (5/8) Epoch 12, batch 21800, giga_loss[loss=0.2144, simple_loss=0.2982, pruned_loss=0.06527, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.294, pruned_loss=0.06322, over 2471561.26 frames. utt_duration=568 frames, utt_pad_proportion=0.0622, over 17452.10 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2924, pruned_loss=0.06705, over 2469245.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.06209, over 8052.16 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2937, pruned_loss=0.0626, over 2472075.87 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06326, over 18402.10 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 13:42:10,587 INFO [train.py:927] (5/8) Epoch 12, batch 21850, giga_loss[loss=0.2188, simple_loss=0.3065, pruned_loss=0.06553, over 12348.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2958, pruned_loss=0.06357, over 2471906.93 frames. utt_duration=543.6 frames, utt_pad_proportion=0.063, over 18240.06 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2931, pruned_loss=0.06749, over 2469264.84 frames. utt_duration=1214 frames, utt_pad_proportion=0.06675, over 8146.94 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.295, pruned_loss=0.06261, over 2472330.48 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06192, over 19080.10 utterances.], batch size: 97, lr: 3.12e-04
2022-08-28 13:43:53,391 INFO [train.py:927] (5/8) Epoch 12, batch 21900, giga_loss[loss=0.1823, simple_loss=0.2813, pruned_loss=0.04159, over 12378.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02787, over 70.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2977, pruned_loss=0.06451, over 2472172.86 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06437, over 18457.31 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2931, pruned_loss=0.06749, over 2469302.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.06574, over 8128.94 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2971, pruned_loss=0.06363, over 2472580.15 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06387, over 19491.58 utterances.], batch size: 70, lr: 3.11e-04
2022-08-28 13:45:34,523 INFO [train.py:927] (5/8) Epoch 12, batch 21950, giga_loss[loss=0.2282, simple_loss=0.3108, pruned_loss=0.07281, over 12458.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03332, over 86.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2988, pruned_loss=0.06527, over 2472502.29 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06256, over 18141.55 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2928, pruned_loss=0.0673, over 2469066.86 frames. utt_duration=1222 frames, utt_pad_proportion=0.06454, over 8091.11 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2988, pruned_loss=0.06469, over 2473111.38 frames. utt_duration=516 frames, utt_pad_proportion=0.0627, over 19227.77 utterances.], batch size: 86, lr: 3.11e-04
2022-08-28 13:47:21,803 INFO [train.py:927] (5/8) Epoch 12, batch 22000, giga_loss[loss=0.2328, simple_loss=0.3163, pruned_loss=0.07463, over 12400.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06774, over 184.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2999, pruned_loss=0.0663, over 2472836.93 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06582, over 18676.51 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2928, pruned_loss=0.0673, over 2469079.61 frames. utt_duration=1225 frames, utt_pad_proportion=0.06436, over 8072.23 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2999, pruned_loss=0.06584, over 2473345.92 frames. utt_duration=505 frames, utt_pad_proportion=0.06587, over 19650.45 utterances.], batch size: 184, lr: 3.11e-04
2022-08-28 13:49:02,796 INFO [train.py:927] (5/8) Epoch 12, batch 22050, giga_loss[loss=0.219, simple_loss=0.304, pruned_loss=0.067, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03153, over 80.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3014, pruned_loss=0.06746, over 2472132.61 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06419, over 17910.11 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2932, pruned_loss=0.06773, over 2469135.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.06417, over 8093.08 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3013, pruned_loss=0.06669, over 2472581.44 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06441, over 18900.20 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 13:50:44,344 INFO [train.py:927] (5/8) Epoch 12, batch 22100, giga_loss[loss=0.2097, simple_loss=0.2999, pruned_loss=0.05978, over 12333.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03511, over 62.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3013, pruned_loss=0.06682, over 2471558.15 frames. utt_duration=584.5 frames, utt_pad_proportion=0.06132, over 16956.54 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2928, pruned_loss=0.06745, over 2468817.28 frames. utt_duration=1219 frames, utt_pad_proportion=0.06618, over 8108.72 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3021, pruned_loss=0.06644, over 2472352.46 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06068, over 18213.79 utterances.], batch size: 62, lr: 3.11e-04
2022-08-28 13:52:27,740 INFO [train.py:927] (5/8) Epoch 12, batch 22150, giga_loss[loss=0.2133, simple_loss=0.2997, pruned_loss=0.06345, over 12373.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02878, over 85.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3006, pruned_loss=0.06689, over 2471990.07 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06139, over 16609.10 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2924, pruned_loss=0.06722, over 2468724.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06518, over 8081.73 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3016, pruned_loss=0.06678, over 2472728.60 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06124, over 17783.45 utterances.], batch size: 85, lr: 3.11e-04
2022-08-28 13:54:12,757 INFO [train.py:927] (5/8) Epoch 12, batch 22200, giga_loss[loss=0.2395, simple_loss=0.3186, pruned_loss=0.08017, over 12338.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03297, over 85.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2997, pruned_loss=0.0669, over 2471799.66 frames. utt_duration=612.6 frames, utt_pad_proportion=0.06208, over 16179.91 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2927, pruned_loss=0.06744, over 2468822.72 frames. utt_duration=1214 frames, utt_pad_proportion=0.0687, over 8145.93 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3005, pruned_loss=0.06662, over 2472358.58 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06049, over 17212.31 utterances.], batch size: 85, lr: 3.11e-04
2022-08-28 13:55:53,441 INFO [train.py:927] (5/8) Epoch 12, batch 22250, giga_loss[loss=0.2362, simple_loss=0.3122, pruned_loss=0.08007, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03701, over 37.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3008, pruned_loss=0.0674, over 2471476.67 frames. utt_duration=638.3 frames, utt_pad_proportion=0.05867, over 15525.37 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2936, pruned_loss=0.06766, over 2469206.35 frames. utt_duration=1220 frames, utt_pad_proportion=0.06664, over 8103.99 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3009, pruned_loss=0.06695, over 2471700.25 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05833, over 16673.86 utterances.], batch size: 37, lr: 3.11e-04
2022-08-28 13:57:35,268 INFO [train.py:927] (5/8) Epoch 12, batch 22300, libri_loss[loss=0.2574, simple_loss=0.3307, pruned_loss=0.09209, over 12373.00 frames. utt_duration=413.9 frames, utt_pad_proportion=0.3544, over 120.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3003, pruned_loss=0.06692, over 2470879.08 frames. utt_duration=640.8 frames, utt_pad_proportion=0.06102, over 15459.57 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2934, pruned_loss=0.06751, over 2469160.62 frames. utt_duration=1213 frames, utt_pad_proportion=0.06928, over 8151.38 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3007, pruned_loss=0.06665, over 2471148.35 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05902, over 16645.30 utterances.], batch size: 120, lr: 3.11e-04
2022-08-28 13:59:16,191 INFO [train.py:927] (5/8) Epoch 12, batch 22350, giga_loss[loss=0.1879, simple_loss=0.2714, pruned_loss=0.05216, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2986, pruned_loss=0.06593, over 2471180.17 frames. utt_duration=652.8 frames, utt_pad_proportion=0.05948, over 15176.96 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2929, pruned_loss=0.0673, over 2469114.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.0683, over 8115.66 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2995, pruned_loss=0.06589, over 2471479.05 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05836, over 16276.98 utterances.], batch size: 75, lr: 3.11e-04
2022-08-28 14:00:57,792 INFO [train.py:927] (5/8) Epoch 12, batch 22400, libri_loss[loss=0.2326, simple_loss=0.3126, pruned_loss=0.07631, over 12467.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006961, over 37.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2962, pruned_loss=0.06526, over 2471932.02 frames. utt_duration=629.9 frames, utt_pad_proportion=0.06252, over 15735.52 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.293, pruned_loss=0.06727, over 2469181.62 frames. utt_duration=1210 frames, utt_pad_proportion=0.0706, over 8172.53 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.297, pruned_loss=0.0652, over 2472171.84 frames. utt_duration=591.2 frames, utt_pad_proportion=0.06034, over 16769.70 utterances.], batch size: 37, lr: 3.11e-04
2022-08-28 14:02:36,185 INFO [train.py:927] (5/8) Epoch 12, batch 22450, giga_loss[loss=0.2046, simple_loss=0.2854, pruned_loss=0.06187, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04168, over 133.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2949, pruned_loss=0.06472, over 2471518.91 frames. utt_duration=635.3 frames, utt_pad_proportion=0.05884, over 15597.25 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2921, pruned_loss=0.06671, over 2468928.02 frames. utt_duration=1218 frames, utt_pad_proportion=0.06917, over 8117.11 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2963, pruned_loss=0.06511, over 2472023.20 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05782, over 16677.00 utterances.], batch size: 133, lr: 3.11e-04
2022-08-28 14:04:17,505 INFO [train.py:927] (5/8) Epoch 12, batch 22500, giga_loss[loss=0.1831, simple_loss=0.2605, pruned_loss=0.05288, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02913, over 45.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2914, pruned_loss=0.0631, over 2471894.92 frames. utt_duration=649.6 frames, utt_pad_proportion=0.05572, over 15255.49 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2922, pruned_loss=0.0667, over 2469047.38 frames. utt_duration=1219 frames, utt_pad_proportion=0.06889, over 8111.53 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2925, pruned_loss=0.0634, over 2472200.27 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05517, over 16135.77 utterances.], batch size: 45, lr: 3.11e-04
2022-08-28 14:05:58,962 INFO [train.py:927] (5/8) Epoch 12, batch 22550, giga_loss[loss=0.1729, simple_loss=0.2536, pruned_loss=0.04614, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03397, over 30.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2879, pruned_loss=0.06136, over 2471338.56 frames. utt_duration=652.7 frames, utt_pad_proportion=0.05719, over 15181.33 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2926, pruned_loss=0.06678, over 2469308.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.06836, over 8119.87 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2884, pruned_loss=0.06147, over 2471383.88 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05679, over 15959.86 utterances.], batch size: 30, lr: 3.11e-04
2022-08-28 14:07:38,766 INFO [train.py:927] (5/8) Epoch 12, batch 22600, giga_loss[loss=0.2169, simple_loss=0.3038, pruned_loss=0.06502, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02923, over 91.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2886, pruned_loss=0.06133, over 2471774.11 frames. utt_duration=628.8 frames, utt_pad_proportion=0.0562, over 15761.52 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2931, pruned_loss=0.06705, over 2469324.73 frames. utt_duration=1221 frames, utt_pad_proportion=0.06631, over 8102.29 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2884, pruned_loss=0.061, over 2471867.74 frames. utt_duration=595.8 frames, utt_pad_proportion=0.0566, over 16635.85 utterances.], batch size: 91, lr: 3.11e-04
2022-08-28 14:09:18,935 INFO [train.py:927] (5/8) Epoch 12, batch 22650, giga_loss[loss=0.2349, simple_loss=0.3234, pruned_loss=0.07318, over 12348.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2909, pruned_loss=0.06223, over 2472513.64 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06392, over 17060.99 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2933, pruned_loss=0.06719, over 2469566.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.06941, over 8170.53 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2905, pruned_loss=0.0617, over 2472460.72 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06254, over 17941.10 utterances.], batch size: 58, lr: 3.11e-04
2022-08-28 14:10:58,668 INFO [train.py:927] (5/8) Epoch 12, batch 22700, giga_loss[loss=0.1997, simple_loss=0.2808, pruned_loss=0.05932, over 12366.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.0313, over 58.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.292, pruned_loss=0.06181, over 2473760.03 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06481, over 18391.23 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2934, pruned_loss=0.06733, over 2469712.45 frames. utt_duration=1200 frames, utt_pad_proportion=0.07293, over 8245.03 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2915, pruned_loss=0.06118, over 2473635.80 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06222, over 19137.90 utterances.], batch size: 58, lr: 3.11e-04
2022-08-28 14:12:40,484 INFO [train.py:927] (5/8) Epoch 12, batch 22750, giga_loss[loss=0.2755, simple_loss=0.3443, pruned_loss=0.1034, over 12395.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2926, pruned_loss=0.06165, over 2473945.21 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06075, over 18153.48 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.294, pruned_loss=0.0675, over 2469865.75 frames. utt_duration=1197 frames, utt_pad_proportion=0.07248, over 8264.57 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2916, pruned_loss=0.06086, over 2473797.23 frames. utt_duration=523.4 frames, utt_pad_proportion=0.05887, over 18960.55 utterances.], batch size: 259, lr: 3.11e-04
2022-08-28 14:14:22,679 INFO [train.py:927] (5/8) Epoch 12, batch 22800, giga_loss[loss=0.2188, simple_loss=0.2927, pruned_loss=0.07245, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03175, over 43.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2925, pruned_loss=0.06171, over 2474423.40 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05773, over 17983.10 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2938, pruned_loss=0.06738, over 2469894.44 frames. utt_duration=1200 frames, utt_pad_proportion=0.07146, over 8245.43 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2919, pruned_loss=0.06107, over 2474358.51 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05664, over 18813.31 utterances.], batch size: 43, lr: 3.11e-04
2022-08-28 14:16:01,749 INFO [train.py:927] (5/8) Epoch 12, batch 22850, giga_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05793, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2939, pruned_loss=0.06212, over 2474171.88 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05706, over 17416.85 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2937, pruned_loss=0.06725, over 2470369.43 frames. utt_duration=1192 frames, utt_pad_proportion=0.07387, over 8299.84 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2934, pruned_loss=0.06157, over 2473868.36 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05503, over 18327.45 utterances.], batch size: 62, lr: 3.11e-04
2022-08-28 14:17:42,114 INFO [train.py:927] (5/8) Epoch 12, batch 22900, giga_loss[loss=0.2298, simple_loss=0.3109, pruned_loss=0.0743, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2944, pruned_loss=0.06257, over 2474232.27 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05643, over 16947.52 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.294, pruned_loss=0.06743, over 2470359.24 frames. utt_duration=1184 frames, utt_pad_proportion=0.07696, over 8358.39 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2938, pruned_loss=0.06186, over 2474075.13 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05327, over 17823.87 utterances.], batch size: 113, lr: 3.11e-04
2022-08-28 14:19:19,863 INFO [train.py:927] (5/8) Epoch 12, batch 22950, giga_loss[loss=0.2095, simple_loss=0.3002, pruned_loss=0.05935, over 12348.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03089, over 51.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2943, pruned_loss=0.06241, over 2474746.66 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05989, over 16816.39 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2938, pruned_loss=0.06741, over 2470669.16 frames. utt_duration=1186 frames, utt_pad_proportion=0.07539, over 8342.49 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.294, pruned_loss=0.06168, over 2474474.76 frames. utt_duration=556 frames, utt_pad_proportion=0.05756, over 17851.22 utterances.], batch size: 51, lr: 3.11e-04
2022-08-28 14:20:58,914 INFO [train.py:927] (5/8) Epoch 12, batch 23000, giga_loss[loss=0.2057, simple_loss=0.2909, pruned_loss=0.06025, over 12301.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02491, over 54.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2939, pruned_loss=0.06205, over 2474592.06 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06011, over 16764.56 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2941, pruned_loss=0.06747, over 2470854.77 frames. utt_duration=1176 frames, utt_pad_proportion=0.0781, over 8412.26 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2934, pruned_loss=0.06128, over 2474332.32 frames. utt_duration=559 frames, utt_pad_proportion=0.05694, over 17753.78 utterances.], batch size: 54, lr: 3.11e-04
2022-08-28 14:22:39,162 INFO [train.py:927] (5/8) Epoch 12, batch 23050, giga_loss[loss=0.2083, simple_loss=0.2897, pruned_loss=0.0635, over 12443.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2918, pruned_loss=0.0612, over 2473869.75 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06132, over 16738.70 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2943, pruned_loss=0.06753, over 2470686.37 frames. utt_duration=1181 frames, utt_pad_proportion=0.07642, over 8382.25 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2912, pruned_loss=0.06037, over 2473924.10 frames. utt_duration=558 frames, utt_pad_proportion=0.05926, over 17782.63 utterances.], batch size: 86, lr: 3.11e-04
2022-08-28 14:24:18,962 INFO [train.py:927] (5/8) Epoch 12, batch 23100, giga_loss[loss=0.1939, simple_loss=0.2899, pruned_loss=0.04901, over 12378.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2931, pruned_loss=0.06079, over 2474062.23 frames. utt_duration=562 frames, utt_pad_proportion=0.06167, over 17655.59 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.06753, over 2470555.44 frames. utt_duration=1184 frames, utt_pad_proportion=0.07562, over 8360.65 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2925, pruned_loss=0.06005, over 2474265.84 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06036, over 18626.38 utterances.], batch size: 70, lr: 3.11e-04
2022-08-28 14:25:59,281 INFO [train.py:927] (5/8) Epoch 12, batch 23150, giga_loss[loss=0.1859, simple_loss=0.2747, pruned_loss=0.04855, over 12392.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03371, over 80.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2932, pruned_loss=0.06103, over 2474955.15 frames. utt_duration=549 frames, utt_pad_proportion=0.06206, over 18080.70 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.0675, over 2470755.44 frames. utt_duration=1186 frames, utt_pad_proportion=0.07509, over 8341.08 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2928, pruned_loss=0.06042, over 2474965.90 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06121, over 18954.72 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 14:27:38,343 INFO [train.py:927] (5/8) Epoch 12, batch 23200, giga_loss[loss=0.1938, simple_loss=0.272, pruned_loss=0.05778, over 12420.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2912, pruned_loss=0.06112, over 2474394.00 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06162, over 17940.12 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.294, pruned_loss=0.06729, over 2470646.29 frames. utt_duration=1191 frames, utt_pad_proportion=0.07376, over 8309.89 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2911, pruned_loss=0.06068, over 2474593.72 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06142, over 18886.58 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 14:29:19,803 INFO [train.py:927] (5/8) Epoch 12, batch 23250, giga_loss[loss=0.1802, simple_loss=0.2639, pruned_loss=0.04829, over 12346.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03196, over 51.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2889, pruned_loss=0.06064, over 2474306.87 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05976, over 17469.46 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.294, pruned_loss=0.0673, over 2470730.71 frames. utt_duration=1195 frames, utt_pad_proportion=0.07267, over 8282.95 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2887, pruned_loss=0.06017, over 2474468.08 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06006, over 18416.77 utterances.], batch size: 51, lr: 3.11e-04
2022-08-28 14:30:58,791 INFO [train.py:927] (5/8) Epoch 12, batch 23300, giga_loss[loss=0.1729, simple_loss=0.2537, pruned_loss=0.04602, over 12222.00 frames. utt_duration=1483 frames, utt_pad_proportion=0.03662, over 33.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.286, pruned_loss=0.05981, over 2473916.03 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06122, over 17274.69 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2942, pruned_loss=0.06736, over 2470806.17 frames. utt_duration=1186 frames, utt_pad_proportion=0.07549, over 8342.89 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2855, pruned_loss=0.0592, over 2474053.34 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05999, over 18192.23 utterances.], batch size: 33, lr: 3.11e-04
2022-08-28 14:32:40,396 INFO [train.py:927] (5/8) Epoch 12, batch 23350, giga_loss[loss=0.2731, simple_loss=0.3281, pruned_loss=0.109, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03766, over 37.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2837, pruned_loss=0.0592, over 2474174.95 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06366, over 17319.90 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2951, pruned_loss=0.06775, over 2470515.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0817, over 8484.12 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2823, pruned_loss=0.05812, over 2474663.98 frames. utt_duration=545 frames, utt_pad_proportion=0.05976, over 18214.04 utterances.], batch size: 37, lr: 3.11e-04
2022-08-28 14:34:21,598 INFO [train.py:927] (5/8) Epoch 12, batch 23400, giga_loss[loss=0.1674, simple_loss=0.2531, pruned_loss=0.04083, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04043, over 31.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2847, pruned_loss=0.05955, over 2474158.29 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06723, over 17844.08 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2949, pruned_loss=0.06762, over 2470744.11 frames. utt_duration=1168 frames, utt_pad_proportion=0.08104, over 8474.99 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2836, pruned_loss=0.05869, over 2474384.92 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06425, over 18677.53 utterances.], batch size: 31, lr: 3.11e-04
2022-08-28 14:36:04,229 INFO [train.py:927] (5/8) Epoch 12, batch 23450, giga_loss[loss=0.2091, simple_loss=0.3014, pruned_loss=0.05837, over 12324.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.03168, over 66.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2871, pruned_loss=0.05999, over 2474205.21 frames. utt_duration=555.1 frames, utt_pad_proportion=0.0652, over 17878.36 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2948, pruned_loss=0.06767, over 2470741.65 frames. utt_duration=1172 frames, utt_pad_proportion=0.0799, over 8445.77 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2861, pruned_loss=0.05913, over 2474448.90 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06331, over 18745.63 utterances.], batch size: 66, lr: 3.11e-04
2022-08-28 14:37:45,219 INFO [train.py:927] (5/8) Epoch 12, batch 23500, giga_loss[loss=0.2197, simple_loss=0.3015, pruned_loss=0.06895, over 12372.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2893, pruned_loss=0.06087, over 2473883.02 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06131, over 17795.61 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2948, pruned_loss=0.06769, over 2470719.59 frames. utt_duration=1175 frames, utt_pad_proportion=0.07901, over 8421.21 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2885, pruned_loss=0.06008, over 2474145.48 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06024, over 18627.33 utterances.], batch size: 70, lr: 3.11e-04
2022-08-28 14:39:30,376 INFO [train.py:927] (5/8) Epoch 12, batch 23550, giga_loss[loss=0.2494, simple_loss=0.334, pruned_loss=0.08243, over 12397.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03361, over 80.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2946, pruned_loss=0.06474, over 2473821.07 frames. utt_duration=554 frames, utt_pad_proportion=0.06395, over 17911.10 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.06766, over 2470604.39 frames. utt_duration=1175 frames, utt_pad_proportion=0.08084, over 8423.11 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.294, pruned_loss=0.06392, over 2474210.15 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06197, over 18912.04 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 14:41:12,503 INFO [train.py:927] (5/8) Epoch 12, batch 23600, giga_loss[loss=0.2498, simple_loss=0.3307, pruned_loss=0.08441, over 12340.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03303, over 85.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3018, pruned_loss=0.06939, over 2474333.69 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06291, over 18450.12 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.0676, over 2470427.50 frames. utt_duration=1179 frames, utt_pad_proportion=0.07933, over 8390.80 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3016, pruned_loss=0.06879, over 2474911.11 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06184, over 19550.91 utterances.], batch size: 85, lr: 3.11e-04
2022-08-28 14:42:55,539 INFO [train.py:927] (5/8) Epoch 12, batch 23650, giga_loss[loss=0.2635, simple_loss=0.3429, pruned_loss=0.09201, over 12459.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03343, over 86.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3096, pruned_loss=0.0753, over 2475453.43 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06472, over 19618.01 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2943, pruned_loss=0.06764, over 2470657.36 frames. utt_duration=1182 frames, utt_pad_proportion=0.07814, over 8371.24 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.07483, over 2475786.21 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06418, over 20678.27 utterances.], batch size: 86, lr: 3.11e-04
2022-08-28 14:44:38,103 INFO [train.py:927] (5/8) Epoch 12, batch 23700, giga_loss[loss=0.2279, simple_loss=0.3025, pruned_loss=0.0767, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03055, over 45.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3146, pruned_loss=0.07962, over 2475058.94 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07267, over 20846.57 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2941, pruned_loss=0.06751, over 2470416.81 frames. utt_duration=1187 frames, utt_pad_proportion=0.07713, over 8333.06 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.315, pruned_loss=0.07949, over 2475592.22 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07213, over 21904.84 utterances.], batch size: 45, lr: 3.11e-04
2022-08-28 14:46:23,085 INFO [train.py:927] (5/8) Epoch 12, batch 23750, giga_loss[loss=0.2034, simple_loss=0.2968, pruned_loss=0.05504, over 12444.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.03885, over 26.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3196, pruned_loss=0.08443, over 2475253.55 frames. utt_duration=453.7 frames, utt_pad_proportion=0.082, over 21893.48 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.294, pruned_loss=0.06743, over 2470433.19 frames. utt_duration=1188 frames, utt_pad_proportion=0.07628, over 8329.98 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3206, pruned_loss=0.08477, over 2475812.02 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08145, over 23091.87 utterances.], batch size: 26, lr: 3.11e-04
2022-08-28 14:48:14,168 INFO [train.py:927] (5/8) Epoch 12, batch 23800, libri_loss[loss=0.235, simple_loss=0.3132, pruned_loss=0.07838, over 12390.00 frames. utt_duration=954.8 frames, utt_pad_proportion=0.07485, over 52.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3221, pruned_loss=0.08638, over 2475715.62 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07934, over 21112.40 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2937, pruned_loss=0.06727, over 2470588.06 frames. utt_duration=1191 frames, utt_pad_proportion=0.07494, over 8308.56 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3239, pruned_loss=0.08725, over 2476165.01 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07948, over 22441.65 utterances.], batch size: 52, lr: 3.11e-04
2022-08-28 14:50:00,258 INFO [train.py:927] (5/8) Epoch 12, batch 23850, giga_loss[loss=0.303, simple_loss=0.3731, pruned_loss=0.1164, over 12413.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3218, pruned_loss=0.08676, over 2474673.89 frames. utt_duration=465.6 frames, utt_pad_proportion=0.08383, over 21326.33 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2937, pruned_loss=0.06739, over 2470658.57 frames. utt_duration=1190 frames, utt_pad_proportion=0.07475, over 8316.31 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3237, pruned_loss=0.08767, over 2475032.08 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08379, over 22593.71 utterances.], batch size: 133, lr: 3.11e-04
2022-08-28 14:51:44,561 INFO [train.py:927] (5/8) Epoch 12, batch 23900, giga_loss[loss=0.2224, simple_loss=0.3106, pruned_loss=0.06706, over 12372.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3225, pruned_loss=0.08654, over 2474400.84 frames. utt_duration=469.6 frames, utt_pad_proportion=0.08173, over 21140.91 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.06707, over 2470352.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.07238, over 8267.69 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3256, pruned_loss=0.08842, over 2475113.55 frames. utt_duration=436 frames, utt_pad_proportion=0.08268, over 22781.94 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 14:53:29,394 INFO [train.py:927] (5/8) Epoch 12, batch 23950, giga_loss[loss=0.2196, simple_loss=0.3071, pruned_loss=0.06604, over 12382.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03518, over 37.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3236, pruned_loss=0.0868, over 2474087.94 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07899, over 21320.07 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.06707, over 2470352.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.07238, over 8267.69 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.326, pruned_loss=0.08826, over 2474642.65 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07989, over 22597.30 utterances.], batch size: 37, lr: 3.10e-04
2022-08-28 14:55:20,057 INFO [train.py:927] (5/8) Epoch 12, batch 24000, giga_loss[loss=0.2228, simple_loss=0.3204, pruned_loss=0.06262, over 12359.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3211, pruned_loss=0.08351, over 2473730.02 frames. utt_duration=471 frames, utt_pad_proportion=0.07719, over 21075.42 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2933, pruned_loss=0.06684, over 2470223.12 frames. utt_duration=1200 frames, utt_pad_proportion=0.07054, over 8241.52 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3241, pruned_loss=0.08546, over 2474437.45 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07869, over 22534.22 utterances.], batch size: 51, lr: 3.10e-04
2022-08-28 14:55:20,059 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 14:55:33,705 INFO [train.py:967] (5/8) 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 14:57:18,979 INFO [train.py:927] (5/8) Epoch 12, batch 24050, giga_loss[loss=0.208, simple_loss=0.293, pruned_loss=0.06149, over 12194.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03044, over 36.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3192, pruned_loss=0.08181, over 2473888.70 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07571, over 21421.20 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2933, pruned_loss=0.06687, over 2470324.99 frames. utt_duration=1201 frames, utt_pad_proportion=0.0701, over 8240.08 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3217, pruned_loss=0.08346, over 2474387.78 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07714, over 22680.47 utterances.], batch size: 36, lr: 3.10e-04
2022-08-28 14:59:05,418 INFO [train.py:927] (5/8) Epoch 12, batch 24100, giga_loss[loss=0.2368, simple_loss=0.3097, pruned_loss=0.08199, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04234, over 146.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3181, pruned_loss=0.08149, over 2474025.93 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07684, over 21814.51 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2933, pruned_loss=0.06672, over 2470124.75 frames. utt_duration=1204 frames, utt_pad_proportion=0.06908, over 8216.55 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3206, pruned_loss=0.08317, over 2474664.42 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07823, over 23065.31 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:00:59,730 INFO [train.py:927] (5/8) Epoch 12, batch 24150, giga_loss[loss=0.2067, simple_loss=0.3048, pruned_loss=0.05427, over 12393.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.03875, over 40.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3171, pruned_loss=0.08017, over 2473790.91 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07516, over 20923.31 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2934, pruned_loss=0.0667, over 2470346.36 frames. utt_duration=1194 frames, utt_pad_proportion=0.07226, over 8287.55 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3193, pruned_loss=0.08169, over 2474165.47 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07551, over 22021.68 utterances.], batch size: 40, lr: 3.10e-04
2022-08-28 15:02:42,392 INFO [train.py:927] (5/8) Epoch 12, batch 24200, giga_loss[loss=0.2261, simple_loss=0.3142, pruned_loss=0.06899, over 12414.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02845, over 62.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3176, pruned_loss=0.07843, over 2473600.63 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06943, over 19890.65 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2935, pruned_loss=0.06669, over 2470106.46 frames. utt_duration=1194 frames, utt_pad_proportion=0.07176, over 8283.71 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3194, pruned_loss=0.07975, over 2474141.19 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07015, over 20864.84 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 15:04:27,106 INFO [train.py:927] (5/8) Epoch 12, batch 24250, giga_loss[loss=0.224, simple_loss=0.313, pruned_loss=0.06744, over 12340.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03372, over 58.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3166, pruned_loss=0.07831, over 2473408.83 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06998, over 19960.06 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2931, pruned_loss=0.06646, over 2469792.26 frames. utt_duration=1202 frames, utt_pad_proportion=0.06998, over 8226.57 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3192, pruned_loss=0.07999, over 2474276.81 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07121, over 21195.69 utterances.], batch size: 58, lr: 3.10e-04
2022-08-28 15:06:11,691 INFO [train.py:927] (5/8) Epoch 12, batch 24300, giga_loss[loss=0.2, simple_loss=0.2793, pruned_loss=0.06038, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04301, over 31.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3145, pruned_loss=0.07796, over 2473527.00 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06816, over 19733.37 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2933, pruned_loss=0.06653, over 2469929.56 frames. utt_duration=1206 frames, utt_pad_proportion=0.06791, over 8203.51 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07975, over 2474260.72 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06996, over 21236.80 utterances.], batch size: 31, lr: 3.10e-04
2022-08-28 15:07:59,750 INFO [train.py:927] (5/8) Epoch 12, batch 24350, giga_loss[loss=0.2481, simple_loss=0.3302, pruned_loss=0.08299, over 12391.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03939, over 105.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3141, pruned_loss=0.07719, over 2473670.15 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06828, over 19478.88 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2938, pruned_loss=0.06682, over 2470033.19 frames. utt_duration=1202 frames, utt_pad_proportion=0.06823, over 8232.45 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3162, pruned_loss=0.07844, over 2474190.98 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06961, over 20732.24 utterances.], batch size: 105, lr: 3.10e-04
2022-08-28 15:09:41,334 INFO [train.py:927] (5/8) Epoch 12, batch 24400, giga_loss[loss=0.2302, simple_loss=0.3109, pruned_loss=0.07476, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3146, pruned_loss=0.07722, over 2474271.27 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07112, over 20246.20 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.294, pruned_loss=0.06694, over 2470324.76 frames. utt_duration=1199 frames, utt_pad_proportion=0.06814, over 8250.02 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3163, pruned_loss=0.07823, over 2474468.44 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07203, over 21382.72 utterances.], batch size: 91, lr: 3.10e-04
2022-08-28 15:11:25,121 INFO [train.py:927] (5/8) Epoch 12, batch 24450, libri_loss[loss=0.2919, simple_loss=0.3516, pruned_loss=0.1161, over 12441.00 frames. utt_duration=423.1 frames, utt_pad_proportion=0.3399, over 118.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3122, pruned_loss=0.07624, over 2474198.74 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07015, over 19894.20 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2938, pruned_loss=0.06698, over 2470411.34 frames. utt_duration=1195 frames, utt_pad_proportion=0.07041, over 8281.15 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3145, pruned_loss=0.07741, over 2474427.09 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07003, over 21267.34 utterances.], batch size: 118, lr: 3.10e-04
2022-08-28 15:13:12,035 INFO [train.py:927] (5/8) Epoch 12, batch 24500, giga_loss[loss=0.2314, simple_loss=0.3101, pruned_loss=0.07635, over 12434.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04539, over 161.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3111, pruned_loss=0.07644, over 2474305.76 frames. utt_duration=481.4 frames, utt_pad_proportion=0.0744, over 20619.70 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2936, pruned_loss=0.06691, over 2470351.71 frames. utt_duration=1198 frames, utt_pad_proportion=0.06994, over 8260.40 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3132, pruned_loss=0.07751, over 2474589.28 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07427, over 21833.21 utterances.], batch size: 161, lr: 3.10e-04
2022-08-28 15:14:55,013 INFO [train.py:927] (5/8) Epoch 12, batch 24550, giga_loss[loss=0.218, simple_loss=0.29, pruned_loss=0.07301, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05567, over 181.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3088, pruned_loss=0.07527, over 2474491.07 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07458, over 20119.35 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2933, pruned_loss=0.06663, over 2470168.19 frames. utt_duration=1205 frames, utt_pad_proportion=0.06822, over 8210.75 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07674, over 2475062.40 frames. utt_duration=459 frames, utt_pad_proportion=0.07511, over 21636.12 utterances.], batch size: 181, lr: 3.10e-04
2022-08-28 15:16:38,919 INFO [train.py:927] (5/8) Epoch 12, batch 24600, giga_loss[loss=0.2805, simple_loss=0.346, pruned_loss=0.1075, over 12331.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03395, over 85.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3094, pruned_loss=0.0755, over 2474539.84 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07155, over 20653.01 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2935, pruned_loss=0.06667, over 2470073.96 frames. utt_duration=1204 frames, utt_pad_proportion=0.06738, over 8214.36 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3118, pruned_loss=0.07688, over 2475207.74 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07247, over 22212.27 utterances.], batch size: 85, lr: 3.10e-04
2022-08-28 15:18:20,340 INFO [train.py:927] (5/8) Epoch 12, batch 24650, giga_loss[loss=0.2347, simple_loss=0.3131, pruned_loss=0.0782, over 12358.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3086, pruned_loss=0.07432, over 2474102.14 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06906, over 19801.06 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2934, pruned_loss=0.0666, over 2469642.72 frames. utt_duration=1206 frames, utt_pad_proportion=0.06701, over 8201.64 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3112, pruned_loss=0.07577, over 2475196.94 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07016, over 21464.17 utterances.], batch size: 97, lr: 3.10e-04
2022-08-28 15:20:03,206 INFO [train.py:927] (5/8) Epoch 12, batch 24700, giga_loss[loss=0.2241, simple_loss=0.3102, pruned_loss=0.06901, over 12391.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.0305, over 62.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3094, pruned_loss=0.07486, over 2473781.79 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07073, over 19629.10 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2932, pruned_loss=0.06654, over 2469485.32 frames. utt_duration=1208 frames, utt_pad_proportion=0.06652, over 8185.65 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07613, over 2474823.59 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07169, over 21059.26 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 15:21:49,647 INFO [train.py:927] (5/8) Epoch 12, batch 24750, giga_loss[loss=0.2177, simple_loss=0.3015, pruned_loss=0.06694, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3118, pruned_loss=0.07707, over 2473922.40 frames. utt_duration=498 frames, utt_pad_proportion=0.07184, over 19927.37 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06674, over 2469564.89 frames. utt_duration=1208 frames, utt_pad_proportion=0.0663, over 8187.72 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3134, pruned_loss=0.07794, over 2474685.78 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07263, over 21097.79 utterances.], batch size: 55, lr: 3.10e-04
2022-08-28 15:23:33,834 INFO [train.py:927] (5/8) Epoch 12, batch 24800, giga_loss[loss=0.2474, simple_loss=0.3258, pruned_loss=0.08449, over 12393.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02644, over 91.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3116, pruned_loss=0.07749, over 2474411.79 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06608, over 19439.45 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2939, pruned_loss=0.0669, over 2469743.29 frames. utt_duration=1212 frames, utt_pad_proportion=0.06462, over 8160.63 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3133, pruned_loss=0.07844, over 2475031.16 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06768, over 20832.57 utterances.], batch size: 91, lr: 3.10e-04
2022-08-28 15:25:16,748 INFO [train.py:927] (5/8) Epoch 12, batch 24850, giga_loss[loss=0.2294, simple_loss=0.2979, pruned_loss=0.08051, over 12379.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04415, over 34.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3125, pruned_loss=0.07861, over 2473825.65 frames. utt_duration=502 frames, utt_pad_proportion=0.06962, over 19771.07 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2944, pruned_loss=0.06715, over 2469414.26 frames. utt_duration=1213 frames, utt_pad_proportion=0.06373, over 8152.78 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.314, pruned_loss=0.07951, over 2474772.79 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07108, over 21273.51 utterances.], batch size: 34, lr: 3.10e-04
2022-08-28 15:26:57,797 INFO [train.py:927] (5/8) Epoch 12, batch 24900, giga_loss[loss=0.2086, simple_loss=0.2955, pruned_loss=0.06085, over 12394.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04551, over 161.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3113, pruned_loss=0.07676, over 2473471.42 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06734, over 19597.27 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2941, pruned_loss=0.06717, over 2469091.05 frames. utt_duration=1209 frames, utt_pad_proportion=0.06693, over 8180.23 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3133, pruned_loss=0.0778, over 2474660.80 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06767, over 21152.32 utterances.], batch size: 161, lr: 3.10e-04
2022-08-28 15:28:45,776 INFO [train.py:927] (5/8) Epoch 12, batch 24950, giga_loss[loss=0.2344, simple_loss=0.3093, pruned_loss=0.07974, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3104, pruned_loss=0.0765, over 2473143.05 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06619, over 19561.47 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2942, pruned_loss=0.06731, over 2468985.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.06703, over 8186.68 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3121, pruned_loss=0.07732, over 2474215.05 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06647, over 20931.17 utterances.], batch size: 97, lr: 3.10e-04
2022-08-28 15:30:27,814 INFO [train.py:927] (5/8) Epoch 12, batch 25000, giga_loss[loss=0.2509, simple_loss=0.3308, pruned_loss=0.08552, over 12373.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04616, over 146.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3094, pruned_loss=0.0764, over 2473735.30 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07114, over 19827.87 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2936, pruned_loss=0.06705, over 2468899.25 frames. utt_duration=1215 frames, utt_pad_proportion=0.0656, over 8138.96 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3119, pruned_loss=0.07757, over 2474821.11 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07158, over 21342.11 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:32:13,032 INFO [train.py:927] (5/8) Epoch 12, batch 25050, giga_loss[loss=0.2161, simple_loss=0.3091, pruned_loss=0.06155, over 12414.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05624, over 162.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3132, pruned_loss=0.07744, over 2473998.10 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07111, over 20427.01 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.06699, over 2468597.93 frames. utt_duration=1208 frames, utt_pad_proportion=0.069, over 8182.55 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3155, pruned_loss=0.07861, over 2475212.52 frames. utt_duration=455.6 frames, utt_pad_proportion=0.0702, over 21801.62 utterances.], batch size: 162, lr: 3.10e-04
2022-08-28 15:33:59,186 INFO [train.py:927] (5/8) Epoch 12, batch 25100, giga_loss[loss=0.2654, simple_loss=0.3404, pruned_loss=0.09515, over 12373.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3164, pruned_loss=0.07879, over 2474829.08 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07595, over 21569.16 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2936, pruned_loss=0.06706, over 2468613.94 frames. utt_duration=1196 frames, utt_pad_proportion=0.07381, over 8267.64 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3181, pruned_loss=0.07968, over 2475793.97 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07335, over 22625.54 utterances.], batch size: 97, lr: 3.10e-04
2022-08-28 15:35:43,574 INFO [train.py:927] (5/8) Epoch 12, batch 25150, giga_loss[loss=0.2406, simple_loss=0.3143, pruned_loss=0.08343, over 12418.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.0494, over 161.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3169, pruned_loss=0.0799, over 2474431.04 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07504, over 21235.40 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2932, pruned_loss=0.067, over 2468526.75 frames. utt_duration=1191 frames, utt_pad_proportion=0.07671, over 8304.44 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3191, pruned_loss=0.08089, over 2475385.76 frames. utt_duration=445 frames, utt_pad_proportion=0.07191, over 22322.72 utterances.], batch size: 161, lr: 3.10e-04
2022-08-28 15:37:28,599 INFO [train.py:927] (5/8) Epoch 12, batch 25200, giga_loss[loss=0.2363, simple_loss=0.3086, pruned_loss=0.08203, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3154, pruned_loss=0.07946, over 2475092.17 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07478, over 21369.39 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2931, pruned_loss=0.06699, over 2468461.06 frames. utt_duration=1192 frames, utt_pad_proportion=0.07579, over 8292.53 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3176, pruned_loss=0.08048, over 2476003.32 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07261, over 22456.18 utterances.], batch size: 162, lr: 3.10e-04
2022-08-28 15:39:10,944 INFO [train.py:927] (5/8) Epoch 12, batch 25250, giga_loss[loss=0.2253, simple_loss=0.3013, pruned_loss=0.07462, over 12418.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3147, pruned_loss=0.0799, over 2475365.10 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07811, over 21374.74 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2933, pruned_loss=0.06702, over 2468587.66 frames. utt_duration=1175 frames, utt_pad_proportion=0.08025, over 8413.51 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3169, pruned_loss=0.08104, over 2476153.37 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07478, over 22490.51 utterances.], batch size: 113, lr: 3.10e-04
2022-08-28 15:40:57,201 INFO [train.py:927] (5/8) Epoch 12, batch 25300, giga_loss[loss=0.31, simple_loss=0.3598, pruned_loss=0.1301, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3153, pruned_loss=0.08099, over 2475522.29 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07913, over 21944.07 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.06703, over 2468511.61 frames. utt_duration=1176 frames, utt_pad_proportion=0.07967, over 8406.37 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3171, pruned_loss=0.08199, over 2476272.13 frames. utt_duration=433.2 frames, utt_pad_proportion=0.0767, over 22941.76 utterances.], batch size: 258, lr: 3.10e-04
2022-08-28 15:42:39,796 INFO [train.py:927] (5/8) Epoch 12, batch 25350, giga_loss[loss=0.2158, simple_loss=0.313, pruned_loss=0.05926, over 12455.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03066, over 75.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07991, over 2475410.68 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07331, over 20976.52 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2934, pruned_loss=0.06685, over 2468414.78 frames. utt_duration=1182 frames, utt_pad_proportion=0.07805, over 8361.73 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3158, pruned_loss=0.08123, over 2476279.37 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07208, over 22160.72 utterances.], batch size: 75, lr: 3.10e-04
2022-08-28 15:44:21,163 INFO [train.py:927] (5/8) Epoch 12, batch 25400, libri_loss[loss=0.2284, simple_loss=0.3078, pruned_loss=0.07446, over 12309.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006451, over 36.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3147, pruned_loss=0.07976, over 2474583.63 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0712, over 20482.95 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2936, pruned_loss=0.06694, over 2468550.89 frames. utt_duration=1185 frames, utt_pad_proportion=0.07699, over 8346.63 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.08094, over 2475273.86 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07065, over 21659.55 utterances.], batch size: 36, lr: 3.10e-04
2022-08-28 15:46:09,576 INFO [train.py:927] (5/8) Epoch 12, batch 25450, giga_loss[loss=0.2305, simple_loss=0.3298, pruned_loss=0.0656, over 12472.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.0815, over 2474565.24 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07262, over 21229.16 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2935, pruned_loss=0.06704, over 2468440.31 frames. utt_duration=1186 frames, utt_pad_proportion=0.07622, over 8333.43 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3183, pruned_loss=0.0825, over 2475272.00 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07234, over 22315.09 utterances.], batch size: 75, lr: 3.10e-04
2022-08-28 15:47:56,768 INFO [train.py:927] (5/8) Epoch 12, batch 25500, giga_loss[loss=0.2863, simple_loss=0.3408, pruned_loss=0.1159, over 12374.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2074, over 371.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3192, pruned_loss=0.0815, over 2474345.79 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07694, over 21855.81 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2933, pruned_loss=0.06705, over 2468353.41 frames. utt_duration=1189 frames, utt_pad_proportion=0.0758, over 8311.13 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3209, pruned_loss=0.0824, over 2475019.47 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07665, over 22829.69 utterances.], batch size: 371, lr: 3.10e-04
2022-08-28 15:49:40,424 INFO [train.py:927] (5/8) Epoch 12, batch 25550, giga_loss[loss=0.2322, simple_loss=0.3137, pruned_loss=0.07534, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3203, pruned_loss=0.08166, over 2474657.24 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07519, over 21207.45 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2935, pruned_loss=0.06713, over 2468486.45 frames. utt_duration=1193 frames, utt_pad_proportion=0.07441, over 8288.68 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3221, pruned_loss=0.08261, over 2475207.94 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07549, over 22297.73 utterances.], batch size: 75, lr: 3.10e-04
2022-08-28 15:51:21,113 INFO [train.py:927] (5/8) Epoch 12, batch 25600, giga_loss[loss=0.2418, simple_loss=0.3171, pruned_loss=0.08328, over 12313.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03536, over 51.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3224, pruned_loss=0.08446, over 2474041.95 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08277, over 22541.02 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2936, pruned_loss=0.06713, over 2468419.92 frames. utt_duration=1195 frames, utt_pad_proportion=0.07304, over 8270.72 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3243, pruned_loss=0.08558, over 2474676.63 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08314, over 23736.77 utterances.], batch size: 51, lr: 3.10e-04
2022-08-28 15:53:03,403 INFO [train.py:927] (5/8) Epoch 12, batch 25650, giga_loss[loss=0.1937, simple_loss=0.2908, pruned_loss=0.04834, over 12476.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3222, pruned_loss=0.08346, over 2475138.01 frames. utt_duration=438 frames, utt_pad_proportion=0.08619, over 22682.80 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.06772, over 2468877.42 frames. utt_duration=1173 frames, utt_pad_proportion=0.08015, over 8427.45 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3237, pruned_loss=0.08421, over 2475380.93 frames. utt_duration=417.4 frames, utt_pad_proportion=0.08422, over 23804.07 utterances.], batch size: 55, lr: 3.10e-04
2022-08-28 15:53:58,480 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-28 15:56:25,999 INFO [train.py:927] (5/8) Epoch 13, batch 50, giga_loss[loss=0.1927, simple_loss=0.2804, pruned_loss=0.05247, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0425, over 114.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3089, pruned_loss=0.06521, over 547257.77 frames. utt_duration=598 frames, utt_pad_proportion=0.0591, over 3669.81 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2821, pruned_loss=0.05686, over 24668.45 frames. utt_duration=1501 frames, utt_pad_proportion=0.006926, over 65.82 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3099, pruned_loss=0.06554, over 527863.43 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05988, over 3622.92 utterances.], batch size: 114, lr: 3.02e-04
2022-08-28 15:58:10,495 INFO [train.py:927] (5/8) Epoch 13, batch 100, libri_loss[loss=0.1822, simple_loss=0.2744, pruned_loss=0.04495, over 12225.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03702, over 27.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2886, pruned_loss=0.05794, over 974044.73 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06931, over 7361.44 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2858, pruned_loss=0.04955, over 73109.07 frames. utt_duration=1529 frames, utt_pad_proportion=0.01312, over 191.49 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2889, pruned_loss=0.05859, over 928459.01 frames. utt_duration=508.9 frames, utt_pad_proportion=0.07049, over 7319.71 utterances.], batch size: 27, lr: 3.02e-04
2022-08-28 15:59:50,715 INFO [train.py:927] (5/8) Epoch 13, batch 150, giga_loss[loss=0.1795, simple_loss=0.2613, pruned_loss=0.04887, over 12452.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03577, over 86.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2758, pruned_loss=0.05211, over 1307414.69 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06779, over 9923.81 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2812, pruned_loss=0.04925, over 143930.59 frames. utt_duration=1519 frames, utt_pad_proportion=0.01139, over 379.31 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2758, pruned_loss=0.0526, over 1235472.23 frames. utt_duration=498.9 frames, utt_pad_proportion=0.0695, over 9936.14 utterances.], batch size: 86, lr: 3.02e-04
2022-08-28 16:01:30,919 INFO [train.py:927] (5/8) Epoch 13, batch 200, giga_loss[loss=0.1613, simple_loss=0.239, pruned_loss=0.04177, over 12302.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.267, pruned_loss=0.04905, over 1566253.50 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06849, over 12427.25 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2891, pruned_loss=0.05449, over 178791.48 frames. utt_duration=1254 frames, utt_pad_proportion=0.08269, over 571.07 utterances.], giga_tot_loss[loss=0.1815, simple_loss=0.2655, pruned_loss=0.04871, over 1495582.62 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06732, over 12410.65 utterances.], batch size: 51, lr: 3.02e-04
2022-08-28 16:03:11,507 INFO [train.py:927] (5/8) Epoch 13, batch 250, libri_loss[loss=0.147, simple_loss=0.2313, pruned_loss=0.03138, over 12277.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.03055, over 27.00 utterances.], tot_loss[loss=0.1777, simple_loss=0.2614, pruned_loss=0.047, over 1766894.31 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06861, over 13937.93 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2854, pruned_loss=0.05318, over 235371.92 frames. utt_duration=1312 frames, utt_pad_proportion=0.0666, over 718.25 utterances.], giga_tot_loss[loss=0.1766, simple_loss=0.2598, pruned_loss=0.04666, over 1692755.25 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06835, over 14064.30 utterances.], batch size: 27, lr: 3.02e-04
2022-08-28 16:04:55,204 INFO [train.py:927] (5/8) Epoch 13, batch 300, libri_loss[loss=0.2264, simple_loss=0.3159, pruned_loss=0.06845, over 12442.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03548, over 46.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2578, pruned_loss=0.04516, over 1924597.16 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06535, over 14780.94 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05358, over 268799.17 frames. utt_duration=1311 frames, utt_pad_proportion=0.06149, over 821.06 utterances.], giga_tot_loss[loss=0.1725, simple_loss=0.2557, pruned_loss=0.04464, over 1857672.32 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06546, over 14983.82 utterances.], batch size: 46, lr: 3.02e-04
2022-08-28 16:06:36,135 INFO [train.py:927] (5/8) Epoch 13, batch 350, giga_loss[loss=0.1452, simple_loss=0.2209, pruned_loss=0.03474, over 12388.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02722, over 51.00 utterances.], tot_loss[loss=0.1703, simple_loss=0.2538, pruned_loss=0.04344, over 2046193.76 frames. utt_duration=525 frames, utt_pad_proportion=0.06686, over 15634.26 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2838, pruned_loss=0.0525, over 312634.53 frames. utt_duration=1356 frames, utt_pad_proportion=0.05484, over 922.88 utterances.], giga_tot_loss[loss=0.1689, simple_loss=0.252, pruned_loss=0.04295, over 1984327.25 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06731, over 15968.14 utterances.], batch size: 51, lr: 3.02e-04
2022-08-28 16:08:17,437 INFO [train.py:927] (5/8) Epoch 13, batch 400, giga_loss[loss=0.1521, simple_loss=0.2388, pruned_loss=0.03265, over 12439.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.0409, over 146.00 utterances.], tot_loss[loss=0.1687, simple_loss=0.2517, pruned_loss=0.04281, over 2141210.37 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06804, over 16356.92 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2859, pruned_loss=0.05354, over 376638.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.08192, over 1222.06 utterances.], giga_tot_loss[loss=0.1664, simple_loss=0.2489, pruned_loss=0.04193, over 2081465.27 frames. utt_duration=498 frames, utt_pad_proportion=0.06681, over 16767.92 utterances.], batch size: 146, lr: 3.02e-04
2022-08-28 16:09:59,924 INFO [train.py:927] (5/8) Epoch 13, batch 450, giga_loss[loss=0.2025, simple_loss=0.2854, pruned_loss=0.0598, over 12361.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.1663, simple_loss=0.2488, pruned_loss=0.04194, over 2214681.82 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07627, over 17851.11 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.283, pruned_loss=0.0521, over 407971.82 frames. utt_duration=1260 frames, utt_pad_proportion=0.07661, over 1296.34 utterances.], giga_tot_loss[loss=0.1646, simple_loss=0.2465, pruned_loss=0.04132, over 2163517.05 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07546, over 18317.58 utterances.], batch size: 146, lr: 3.02e-04
2022-08-28 16:11:42,050 INFO [train.py:927] (5/8) Epoch 13, batch 500, giga_loss[loss=0.2192, simple_loss=0.3103, pruned_loss=0.06402, over 12365.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03234, over 104.00 utterances.], tot_loss[loss=0.1749, simple_loss=0.2581, pruned_loss=0.04583, over 2272806.18 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07024, over 17814.01 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2825, pruned_loss=0.05124, over 458796.94 frames. utt_duration=1284 frames, utt_pad_proportion=0.06853, over 1430.52 utterances.], giga_tot_loss[loss=0.1733, simple_loss=0.2559, pruned_loss=0.04539, over 2227152.46 frames. utt_duration=484.6 frames, utt_pad_proportion=0.0703, over 18441.56 utterances.], batch size: 104, lr: 3.02e-04
2022-08-28 16:13:24,946 INFO [train.py:927] (5/8) Epoch 13, batch 550, giga_loss[loss=0.187, simple_loss=0.2727, pruned_loss=0.05063, over 12378.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.03083, over 51.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2695, pruned_loss=0.05073, over 2316235.23 frames. utt_duration=535 frames, utt_pad_proportion=0.06785, over 17367.55 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2835, pruned_loss=0.05169, over 528219.27 frames. utt_duration=1254 frames, utt_pad_proportion=0.06767, over 1686.57 utterances.], giga_tot_loss[loss=0.1838, simple_loss=0.2671, pruned_loss=0.05027, over 2273861.45 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06802, over 18141.75 utterances.], batch size: 51, lr: 3.02e-04
2022-08-28 16:15:07,511 INFO [train.py:927] (5/8) Epoch 13, batch 600, giga_loss[loss=0.2007, simple_loss=0.2951, pruned_loss=0.05314, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02682, over 55.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2753, pruned_loss=0.05215, over 2350193.52 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06434, over 17366.08 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2827, pruned_loss=0.05138, over 576318.88 frames. utt_duration=1247 frames, utt_pad_proportion=0.06532, over 1851.16 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2734, pruned_loss=0.05186, over 2313295.77 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06478, over 18170.27 utterances.], batch size: 55, lr: 3.02e-04
2022-08-28 16:16:48,268 INFO [train.py:927] (5/8) Epoch 13, batch 650, giga_loss[loss=0.234, simple_loss=0.3187, pruned_loss=0.07465, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06343, over 183.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2802, pruned_loss=0.05397, over 2377842.86 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06145, over 17969.95 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.283, pruned_loss=0.05147, over 604270.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.06223, over 1924.02 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2786, pruned_loss=0.05377, over 2347567.26 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06218, over 18753.86 utterances.], batch size: 183, lr: 3.02e-04
2022-08-28 16:18:30,495 INFO [train.py:927] (5/8) Epoch 13, batch 700, giga_loss[loss=0.1847, simple_loss=0.2802, pruned_loss=0.04458, over 12411.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03418, over 75.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2854, pruned_loss=0.05672, over 2399471.15 frames. utt_duration=519.6 frames, utt_pad_proportion=0.05916, over 18523.99 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2843, pruned_loss=0.0517, over 632010.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.06001, over 2007.78 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.284, pruned_loss=0.0566, over 2374585.13 frames. utt_duration=493.9 frames, utt_pad_proportion=0.05999, over 19291.45 utterances.], batch size: 75, lr: 3.02e-04
2022-08-28 16:20:13,351 INFO [train.py:927] (5/8) Epoch 13, batch 750, giga_loss[loss=0.2273, simple_loss=0.3108, pruned_loss=0.07192, over 12395.00 frames. utt_duration=271 frames, utt_pad_proportion=0.06865, over 184.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2896, pruned_loss=0.05834, over 2415857.87 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06272, over 18820.64 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.05096, over 695256.94 frames. utt_duration=1295 frames, utt_pad_proportion=0.05533, over 2149.46 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2889, pruned_loss=0.05862, over 2393955.04 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06365, over 19816.15 utterances.], batch size: 184, lr: 3.02e-04
2022-08-28 16:21:54,889 INFO [train.py:927] (5/8) Epoch 13, batch 800, giga_loss[loss=0.1851, simple_loss=0.288, pruned_loss=0.04117, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03089, over 58.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2924, pruned_loss=0.05888, over 2428428.16 frames. utt_duration=537 frames, utt_pad_proportion=0.05855, over 18140.45 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05124, over 721924.23 frames. utt_duration=1299 frames, utt_pad_proportion=0.05302, over 2224.86 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2919, pruned_loss=0.05915, over 2410324.06 frames. utt_duration=506.6 frames, utt_pad_proportion=0.05976, over 19086.32 utterances.], batch size: 58, lr: 3.02e-04
2022-08-28 16:23:35,636 INFO [train.py:927] (5/8) Epoch 13, batch 850, giga_loss[loss=0.1928, simple_loss=0.2839, pruned_loss=0.05089, over 12381.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05815, over 2437734.03 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05608, over 17537.40 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2825, pruned_loss=0.05078, over 747762.89 frames. utt_duration=1291 frames, utt_pad_proportion=0.05386, over 2319.19 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2926, pruned_loss=0.05857, over 2423148.74 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05708, over 18406.82 utterances.], batch size: 91, lr: 3.02e-04
2022-08-28 16:25:18,661 INFO [train.py:927] (5/8) Epoch 13, batch 900, libri_loss[loss=0.1792, simple_loss=0.2654, pruned_loss=0.04651, over 12448.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005983, over 32.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05775, over 2445703.70 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05692, over 16785.62 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2822, pruned_loss=0.05077, over 807566.22 frames. utt_duration=1269 frames, utt_pad_proportion=0.06349, over 2548.33 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2932, pruned_loss=0.05832, over 2432646.19 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05667, over 17759.26 utterances.], batch size: 32, lr: 3.02e-04
2022-08-28 16:27:00,723 INFO [train.py:927] (5/8) Epoch 13, batch 950, giga_loss[loss=0.2485, simple_loss=0.3277, pruned_loss=0.08472, over 12392.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04081, over 133.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2944, pruned_loss=0.05972, over 2451995.26 frames. utt_duration=604.4 frames, utt_pad_proportion=0.05359, over 16267.12 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.0506, over 856761.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.05924, over 2670.36 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2951, pruned_loss=0.06047, over 2440995.60 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05408, over 17317.75 utterances.], batch size: 133, lr: 3.02e-04
2022-08-28 16:28:41,581 INFO [train.py:927] (5/8) Epoch 13, batch 1000, giga_loss[loss=0.1854, simple_loss=0.2728, pruned_loss=0.04899, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2943, pruned_loss=0.06046, over 2455721.86 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05432, over 16616.88 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2834, pruned_loss=0.0516, over 911702.57 frames. utt_duration=1288 frames, utt_pad_proportion=0.05525, over 2835.57 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2948, pruned_loss=0.06104, over 2446977.39 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05521, over 17760.13 utterances.], batch size: 133, lr: 3.02e-04
2022-08-28 16:30:23,986 INFO [train.py:927] (5/8) Epoch 13, batch 1050, giga_loss[loss=0.1972, simple_loss=0.2803, pruned_loss=0.05706, over 12464.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.03136, over 26.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2931, pruned_loss=0.06043, over 2460061.59 frames. utt_duration=584 frames, utt_pad_proportion=0.05435, over 16893.35 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2812, pruned_loss=0.05074, over 965336.79 frames. utt_duration=1309 frames, utt_pad_proportion=0.05244, over 2952.43 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2946, pruned_loss=0.0615, over 2452728.97 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05547, over 18155.50 utterances.], batch size: 26, lr: 3.02e-04
2022-08-28 16:32:10,005 INFO [train.py:927] (5/8) Epoch 13, batch 1100, giga_loss[loss=0.1855, simple_loss=0.2709, pruned_loss=0.05004, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2918, pruned_loss=0.05998, over 2463653.60 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05996, over 17839.35 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2818, pruned_loss=0.05101, over 1002511.75 frames. utt_duration=1308 frames, utt_pad_proportion=0.05078, over 3069.57 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.293, pruned_loss=0.06095, over 2457676.21 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06072, over 19050.15 utterances.], batch size: 91, lr: 3.02e-04
2022-08-28 16:33:54,578 INFO [train.py:927] (5/8) Epoch 13, batch 1150, giga_loss[loss=0.1963, simple_loss=0.2812, pruned_loss=0.05571, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03419, over 39.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2885, pruned_loss=0.05876, over 2466291.34 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06089, over 18535.59 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2823, pruned_loss=0.05162, over 1031936.05 frames. utt_duration=1309 frames, utt_pad_proportion=0.04919, over 3157.58 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2894, pruned_loss=0.05943, over 2461189.88 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06175, over 19696.43 utterances.], batch size: 39, lr: 3.02e-04
2022-08-28 16:35:36,932 INFO [train.py:927] (5/8) Epoch 13, batch 1200, giga_loss[loss=0.206, simple_loss=0.2978, pruned_loss=0.05711, over 12423.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0394, over 123.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2854, pruned_loss=0.05744, over 2468849.24 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06856, over 19337.62 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.282, pruned_loss=0.05118, over 1088603.61 frames. utt_duration=1320 frames, utt_pad_proportion=0.046, over 3303.69 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2864, pruned_loss=0.0584, over 2464520.54 frames. utt_duration=476.7 frames, utt_pad_proportion=0.0695, over 20744.09 utterances.], batch size: 123, lr: 3.01e-04
2022-08-28 16:37:18,836 INFO [train.py:927] (5/8) Epoch 13, batch 1250, giga_loss[loss=0.2056, simple_loss=0.2889, pruned_loss=0.06118, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2852, pruned_loss=0.05728, over 2469702.12 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06791, over 19028.21 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2825, pruned_loss=0.05154, over 1129253.82 frames. utt_duration=1295 frames, utt_pad_proportion=0.05448, over 3491.51 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2859, pruned_loss=0.05806, over 2466429.10 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06773, over 20401.78 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 16:39:00,194 INFO [train.py:927] (5/8) Epoch 13, batch 1300, giga_loss[loss=0.1725, simple_loss=0.2557, pruned_loss=0.04464, over 12302.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.0486, over 26.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2827, pruned_loss=0.05668, over 2469415.02 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06606, over 17618.03 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2825, pruned_loss=0.05126, over 1161980.49 frames. utt_duration=1305 frames, utt_pad_proportion=0.0523, over 3566.44 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2833, pruned_loss=0.05755, over 2467218.77 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06652, over 18985.40 utterances.], batch size: 26, lr: 3.01e-04
2022-08-28 16:40:42,997 INFO [train.py:927] (5/8) Epoch 13, batch 1350, giga_loss[loss=0.1762, simple_loss=0.2579, pruned_loss=0.0473, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03003, over 43.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2803, pruned_loss=0.0558, over 2469794.14 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06468, over 17245.07 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2834, pruned_loss=0.05127, over 1181307.52 frames. utt_duration=1300 frames, utt_pad_proportion=0.05295, over 3639.74 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2803, pruned_loss=0.05655, over 2468238.06 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06508, over 18451.92 utterances.], batch size: 43, lr: 3.01e-04
2022-08-28 16:42:20,929 INFO [train.py:927] (5/8) Epoch 13, batch 1400, giga_loss[loss=0.215, simple_loss=0.2874, pruned_loss=0.07127, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2782, pruned_loss=0.05537, over 2470043.44 frames. utt_duration=586 frames, utt_pad_proportion=0.06403, over 16902.87 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2821, pruned_loss=0.05097, over 1256187.97 frames. utt_duration=1317 frames, utt_pad_proportion=0.04864, over 3820.90 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2786, pruned_loss=0.05635, over 2469096.73 frames. utt_duration=536.8 frames, utt_pad_proportion=0.0654, over 18449.12 utterances.], batch size: 146, lr: 3.01e-04
2022-08-28 16:44:05,918 INFO [train.py:927] (5/8) Epoch 13, batch 1450, giga_loss[loss=0.1855, simple_loss=0.2624, pruned_loss=0.05424, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03165, over 40.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2746, pruned_loss=0.05396, over 2471546.15 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06163, over 16815.76 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2823, pruned_loss=0.05098, over 1268371.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.04786, over 3858.60 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2747, pruned_loss=0.05475, over 2470739.42 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06311, over 18115.13 utterances.], batch size: 40, lr: 3.01e-04
2022-08-28 16:45:47,478 INFO [train.py:927] (5/8) Epoch 13, batch 1500, giga_loss[loss=0.1731, simple_loss=0.2556, pruned_loss=0.04531, over 12413.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04617, over 31.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2727, pruned_loss=0.05344, over 2471219.46 frames. utt_duration=579 frames, utt_pad_proportion=0.06544, over 17115.44 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.282, pruned_loss=0.05087, over 1297878.75 frames. utt_duration=1321 frames, utt_pad_proportion=0.04616, over 3933.38 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2728, pruned_loss=0.05418, over 2470808.51 frames. utt_duration=539 frames, utt_pad_proportion=0.06684, over 18385.55 utterances.], batch size: 31, lr: 3.01e-04
2022-08-28 16:47:31,375 INFO [train.py:927] (5/8) Epoch 13, batch 1550, giga_loss[loss=0.1694, simple_loss=0.2455, pruned_loss=0.04669, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03818, over 37.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2728, pruned_loss=0.05379, over 2470727.93 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06536, over 16743.82 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2814, pruned_loss=0.05074, over 1326749.63 frames. utt_duration=1326 frames, utt_pad_proportion=0.04541, over 4007.34 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2729, pruned_loss=0.0545, over 2470552.34 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06683, over 17989.24 utterances.], batch size: 37, lr: 3.01e-04
2022-08-28 16:49:13,997 INFO [train.py:927] (5/8) Epoch 13, batch 1600, giga_loss[loss=0.2401, simple_loss=0.3274, pruned_loss=0.07641, over 12429.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.278, pruned_loss=0.05657, over 2471679.69 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06156, over 16597.06 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2817, pruned_loss=0.05091, over 1349510.67 frames. utt_duration=1305 frames, utt_pad_proportion=0.0523, over 4142.29 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2778, pruned_loss=0.05713, over 2471510.22 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06174, over 17687.91 utterances.], batch size: 133, lr: 3.01e-04
2022-08-28 16:50:56,577 INFO [train.py:927] (5/8) Epoch 13, batch 1650, giga_loss[loss=0.2372, simple_loss=0.3217, pruned_loss=0.07638, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07046, over 211.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2834, pruned_loss=0.05879, over 2471517.84 frames. utt_duration=568 frames, utt_pad_proportion=0.06403, over 17452.34 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2813, pruned_loss=0.0508, over 1398728.52 frames. utt_duration=1289 frames, utt_pad_proportion=0.05945, over 4346.55 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2834, pruned_loss=0.05957, over 2471613.08 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06277, over 18655.00 utterances.], batch size: 211, lr: 3.01e-04
2022-08-28 16:52:39,618 INFO [train.py:927] (5/8) Epoch 13, batch 1700, giga_loss[loss=0.2297, simple_loss=0.3221, pruned_loss=0.06863, over 12235.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.04426, over 26.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2904, pruned_loss=0.06194, over 2471891.73 frames. utt_duration=546 frames, utt_pad_proportion=0.06672, over 18157.82 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2812, pruned_loss=0.05099, over 1420007.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.05817, over 4406.09 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2906, pruned_loss=0.06265, over 2471996.14 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06595, over 19321.72 utterances.], batch size: 26, lr: 3.01e-04
2022-08-28 16:54:19,712 INFO [train.py:927] (5/8) Epoch 13, batch 1750, giga_loss[loss=0.2164, simple_loss=0.3027, pruned_loss=0.06506, over 12007.00 frames. utt_duration=1923 frames, utt_pad_proportion=0.03389, over 25.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2941, pruned_loss=0.06339, over 2471660.27 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06859, over 18457.10 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2802, pruned_loss=0.05074, over 1445788.76 frames. utt_duration=1301 frames, utt_pad_proportion=0.05642, over 4450.46 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2951, pruned_loss=0.06438, over 2471979.93 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06831, over 19661.42 utterances.], batch size: 25, lr: 3.01e-04
2022-08-28 16:56:00,648 INFO [train.py:927] (5/8) Epoch 13, batch 1800, giga_loss[loss=0.2002, simple_loss=0.2847, pruned_loss=0.05783, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2912, pruned_loss=0.06067, over 2471760.99 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06353, over 18064.49 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2788, pruned_loss=0.05017, over 1475774.37 frames. utt_duration=1313 frames, utt_pad_proportion=0.05446, over 4499.33 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.293, pruned_loss=0.06205, over 2472373.40 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06408, over 19344.44 utterances.], batch size: 55, lr: 3.01e-04
2022-08-28 16:57:44,044 INFO [train.py:927] (5/8) Epoch 13, batch 1850, giga_loss[loss=0.2064, simple_loss=0.2885, pruned_loss=0.06217, over 12265.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.0286, over 42.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2923, pruned_loss=0.06069, over 2472889.48 frames. utt_duration=538 frames, utt_pad_proportion=0.06431, over 18437.88 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2794, pruned_loss=0.05047, over 1495707.40 frames. utt_duration=1295 frames, utt_pad_proportion=0.06044, over 4625.78 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2937, pruned_loss=0.06182, over 2473239.48 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06361, over 19585.55 utterances.], batch size: 42, lr: 3.01e-04
2022-08-28 16:59:26,606 INFO [train.py:927] (5/8) Epoch 13, batch 1900, giga_loss[loss=0.197, simple_loss=0.2871, pruned_loss=0.05348, over 12367.00 frames. utt_duration=670 frames, utt_pad_proportion=0.02471, over 74.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2941, pruned_loss=0.06163, over 2472965.31 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06151, over 18226.16 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2794, pruned_loss=0.05036, over 1515010.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.05901, over 4682.89 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2954, pruned_loss=0.06279, over 2473329.80 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06142, over 19337.85 utterances.], batch size: 74, lr: 3.01e-04
2022-08-28 17:01:11,143 INFO [train.py:927] (5/8) Epoch 13, batch 1950, giga_loss[loss=0.2745, simple_loss=0.3384, pruned_loss=0.1053, over 12380.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.21, simple_loss=0.295, pruned_loss=0.06248, over 2473284.81 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06332, over 17722.12 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2791, pruned_loss=0.0503, over 1547727.63 frames. utt_duration=1302 frames, utt_pad_proportion=0.05664, over 4760.87 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2968, pruned_loss=0.06381, over 2473862.24 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06372, over 18962.62 utterances.], batch size: 257, lr: 3.01e-04
2022-08-28 17:02:53,974 INFO [train.py:927] (5/8) Epoch 13, batch 2000, giga_loss[loss=0.222, simple_loss=0.3103, pruned_loss=0.06684, over 12393.00 frames. utt_duration=311.1 frames, utt_pad_proportion=0.04561, over 160.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2956, pruned_loss=0.06308, over 2473106.40 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06608, over 17611.50 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2789, pruned_loss=0.05021, over 1566023.66 frames. utt_duration=1307 frames, utt_pad_proportion=0.05535, over 4796.43 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2973, pruned_loss=0.06439, over 2473625.59 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06657, over 18781.39 utterances.], batch size: 160, lr: 3.01e-04
2022-08-28 17:04:34,090 INFO [train.py:927] (5/8) Epoch 13, batch 2050, giga_loss[loss=0.2149, simple_loss=0.3008, pruned_loss=0.06452, over 12373.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2973, pruned_loss=0.06362, over 2473068.25 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06419, over 16821.92 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2785, pruned_loss=0.05012, over 1588202.43 frames. utt_duration=1313 frames, utt_pad_proportion=0.05388, over 4842.11 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2993, pruned_loss=0.06503, over 2473722.08 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06518, over 17999.66 utterances.], batch size: 58, lr: 3.01e-04
2022-08-28 17:06:16,221 INFO [train.py:927] (5/8) Epoch 13, batch 2100, giga_loss[loss=0.2315, simple_loss=0.313, pruned_loss=0.07495, over 12158.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03472, over 36.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2993, pruned_loss=0.06531, over 2472488.15 frames. utt_duration=619.5 frames, utt_pad_proportion=0.05971, over 16002.95 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2796, pruned_loss=0.0505, over 1622553.75 frames. utt_duration=1319 frames, utt_pad_proportion=0.0514, over 4926.19 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.301, pruned_loss=0.06672, over 2473399.50 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06161, over 17294.21 utterances.], batch size: 36, lr: 3.01e-04
2022-08-28 17:07:59,863 INFO [train.py:927] (5/8) Epoch 13, batch 2150, giga_loss[loss=0.2459, simple_loss=0.3271, pruned_loss=0.08242, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0271, over 45.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2985, pruned_loss=0.06517, over 2472640.03 frames. utt_duration=639.5 frames, utt_pad_proportion=0.05566, over 15502.05 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2794, pruned_loss=0.05047, over 1635258.08 frames. utt_duration=1320 frames, utt_pad_proportion=0.05055, over 4961.18 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3002, pruned_loss=0.06648, over 2473341.01 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05774, over 16626.37 utterances.], batch size: 45, lr: 3.01e-04
2022-08-28 17:09:43,496 INFO [train.py:927] (5/8) Epoch 13, batch 2200, giga_loss[loss=0.2388, simple_loss=0.323, pruned_loss=0.0773, over 12393.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04805, over 161.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2986, pruned_loss=0.06574, over 2472527.11 frames. utt_duration=634 frames, utt_pad_proportion=0.05701, over 15637.84 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2786, pruned_loss=0.05005, over 1663859.25 frames. utt_duration=1330 frames, utt_pad_proportion=0.04864, over 5009.71 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3011, pruned_loss=0.06756, over 2473363.52 frames. utt_duration=589 frames, utt_pad_proportion=0.05916, over 16839.80 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 17:11:26,622 INFO [train.py:927] (5/8) Epoch 13, batch 2250, giga_loss[loss=0.1975, simple_loss=0.2892, pruned_loss=0.05291, over 12383.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03006, over 58.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2986, pruned_loss=0.06543, over 2471907.02 frames. utt_duration=655.6 frames, utt_pad_proportion=0.05407, over 15115.61 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2784, pruned_loss=0.04999, over 1683737.84 frames. utt_duration=1336 frames, utt_pad_proportion=0.0473, over 5047.11 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3012, pruned_loss=0.06727, over 2472676.57 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05648, over 16272.55 utterances.], batch size: 58, lr: 3.01e-04
2022-08-28 17:13:18,714 INFO [train.py:927] (5/8) Epoch 13, batch 2300, giga_loss[loss=0.22, simple_loss=0.304, pruned_loss=0.06799, over 12306.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03619, over 51.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.298, pruned_loss=0.06495, over 2472474.06 frames. utt_duration=663.4 frames, utt_pad_proportion=0.05763, over 14941.02 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2793, pruned_loss=0.0505, over 1714886.99 frames. utt_duration=1335 frames, utt_pad_proportion=0.04552, over 5142.33 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3002, pruned_loss=0.06667, over 2472964.40 frames. utt_duration=613.4 frames, utt_pad_proportion=0.06008, over 16164.83 utterances.], batch size: 51, lr: 3.01e-04
2022-08-28 17:15:02,898 INFO [train.py:927] (5/8) Epoch 13, batch 2350, giga_loss[loss=0.1975, simple_loss=0.2796, pruned_loss=0.05773, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2954, pruned_loss=0.06365, over 2471465.11 frames. utt_duration=639.6 frames, utt_pad_proportion=0.06169, over 15492.39 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.279, pruned_loss=0.05036, over 1725777.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04516, over 5153.14 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2975, pruned_loss=0.06526, over 2472193.97 frames. utt_duration=598.1 frames, utt_pad_proportion=0.0635, over 16575.29 utterances.], batch size: 48, lr: 3.01e-04
2022-08-28 17:16:47,250 INFO [train.py:927] (5/8) Epoch 13, batch 2400, giga_loss[loss=0.1907, simple_loss=0.2822, pruned_loss=0.04965, over 12341.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03047, over 70.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2948, pruned_loss=0.06378, over 2472827.22 frames. utt_duration=645.3 frames, utt_pad_proportion=0.05853, over 15363.30 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2792, pruned_loss=0.05052, over 1740857.10 frames. utt_duration=1345 frames, utt_pad_proportion=0.04421, over 5183.90 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2967, pruned_loss=0.0652, over 2473165.09 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06055, over 16383.14 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 17:18:29,751 INFO [train.py:927] (5/8) Epoch 13, batch 2450, giga_loss[loss=0.1779, simple_loss=0.2624, pruned_loss=0.04666, over 12369.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02826, over 70.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2916, pruned_loss=0.0622, over 2472157.54 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05647, over 15670.60 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2789, pruned_loss=0.05037, over 1762164.22 frames. utt_duration=1352 frames, utt_pad_proportion=0.04287, over 5220.94 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2936, pruned_loss=0.06376, over 2472772.56 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05868, over 16725.16 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 17:20:12,384 INFO [train.py:927] (5/8) Epoch 13, batch 2500, giga_loss[loss=0.1646, simple_loss=0.2564, pruned_loss=0.03638, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03491, over 28.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2893, pruned_loss=0.06101, over 2471416.07 frames. utt_duration=627.4 frames, utt_pad_proportion=0.05894, over 15793.52 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.28, pruned_loss=0.05103, over 1786737.76 frames. utt_duration=1330 frames, utt_pad_proportion=0.0486, over 5380.12 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2905, pruned_loss=0.06218, over 2471814.81 frames. utt_duration=589.2 frames, utt_pad_proportion=0.059, over 16823.53 utterances.], batch size: 28, lr: 3.01e-04
2022-08-28 17:21:55,090 INFO [train.py:927] (5/8) Epoch 13, batch 2550, giga_loss[loss=0.1987, simple_loss=0.2839, pruned_loss=0.05673, over 12462.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03412, over 105.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2857, pruned_loss=0.0595, over 2471292.39 frames. utt_duration=643.7 frames, utt_pad_proportion=0.06009, over 15393.35 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2803, pruned_loss=0.05123, over 1800500.59 frames. utt_duration=1331 frames, utt_pad_proportion=0.04752, over 5416.23 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2866, pruned_loss=0.06045, over 2471444.31 frames. utt_duration=605.5 frames, utt_pad_proportion=0.06052, over 16366.42 utterances.], batch size: 105, lr: 3.01e-04
2022-08-28 17:23:38,786 INFO [train.py:927] (5/8) Epoch 13, batch 2600, giga_loss[loss=0.1925, simple_loss=0.2734, pruned_loss=0.05577, over 12150.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.0395, over 28.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2873, pruned_loss=0.05986, over 2471925.27 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06575, over 16943.74 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2803, pruned_loss=0.0512, over 1803772.08 frames. utt_duration=1332 frames, utt_pad_proportion=0.04728, over 5421.15 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2881, pruned_loss=0.06066, over 2472126.55 frames. utt_duration=558.5 frames, utt_pad_proportion=0.0659, over 17754.33 utterances.], batch size: 28, lr: 3.01e-04
2022-08-28 17:25:22,220 INFO [train.py:927] (5/8) Epoch 13, batch 2650, giga_loss[loss=0.1847, simple_loss=0.2679, pruned_loss=0.05077, over 12399.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02574, over 48.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2871, pruned_loss=0.05875, over 2472386.34 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06525, over 17126.09 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2801, pruned_loss=0.05108, over 1814013.09 frames. utt_duration=1338 frames, utt_pad_proportion=0.04661, over 5430.80 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2879, pruned_loss=0.05957, over 2472319.09 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06563, over 17904.71 utterances.], batch size: 48, lr: 3.01e-04
2022-08-28 17:27:05,192 INFO [train.py:927] (5/8) Epoch 13, batch 2700, giga_loss[loss=0.2338, simple_loss=0.3179, pruned_loss=0.0748, over 12425.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2871, pruned_loss=0.05816, over 2473181.32 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06085, over 17239.63 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2805, pruned_loss=0.05122, over 1820602.98 frames. utt_duration=1331 frames, utt_pad_proportion=0.04713, over 5477.30 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2876, pruned_loss=0.05877, over 2473120.11 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06127, over 17916.98 utterances.], batch size: 86, lr: 3.01e-04
2022-08-28 17:28:48,644 INFO [train.py:927] (5/8) Epoch 13, batch 2750, giga_loss[loss=0.2144, simple_loss=0.2933, pruned_loss=0.06776, over 12399.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03467, over 80.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2868, pruned_loss=0.05775, over 2472817.72 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05818, over 16847.28 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.28, pruned_loss=0.05099, over 1839769.24 frames. utt_duration=1339 frames, utt_pad_proportion=0.04606, over 5502.66 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2877, pruned_loss=0.05858, over 2472920.97 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05908, over 17677.28 utterances.], batch size: 80, lr: 3.01e-04
2022-08-28 17:30:29,700 INFO [train.py:927] (5/8) Epoch 13, batch 2800, giga_loss[loss=0.2047, simple_loss=0.2989, pruned_loss=0.05525, over 12313.00 frames. utt_duration=705 frames, utt_pad_proportion=0.03294, over 70.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.288, pruned_loss=0.05816, over 2472921.97 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05858, over 16476.58 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2811, pruned_loss=0.05149, over 1855346.18 frames. utt_duration=1322 frames, utt_pad_proportion=0.05038, over 5622.14 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2881, pruned_loss=0.05863, over 2473097.79 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05828, over 17295.62 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 17:32:11,549 INFO [train.py:927] (5/8) Epoch 13, batch 2850, giga_loss[loss=0.1987, simple_loss=0.2798, pruned_loss=0.05882, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03644, over 37.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2905, pruned_loss=0.05925, over 2473120.65 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05849, over 16967.08 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2815, pruned_loss=0.05174, over 1873404.26 frames. utt_duration=1325 frames, utt_pad_proportion=0.04894, over 5663.06 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2905, pruned_loss=0.05964, over 2473491.72 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05874, over 17896.79 utterances.], batch size: 37, lr: 3.01e-04
2022-08-28 17:33:56,248 INFO [train.py:927] (5/8) Epoch 13, batch 2900, giga_loss[loss=0.2062, simple_loss=0.2969, pruned_loss=0.05777, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2915, pruned_loss=0.05934, over 2473108.43 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06307, over 17237.30 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2823, pruned_loss=0.05218, over 1882510.20 frames. utt_duration=1323 frames, utt_pad_proportion=0.04824, over 5696.91 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.291, pruned_loss=0.05946, over 2473250.25 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06332, over 18095.54 utterances.], batch size: 91, lr: 3.01e-04
2022-08-28 17:35:38,121 INFO [train.py:927] (5/8) Epoch 13, batch 2950, giga_loss[loss=0.2572, simple_loss=0.3251, pruned_loss=0.09461, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2917, pruned_loss=0.05993, over 2473201.79 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06168, over 17589.28 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2823, pruned_loss=0.05214, over 1888064.23 frames. utt_duration=1326 frames, utt_pad_proportion=0.0478, over 5700.94 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2915, pruned_loss=0.06012, over 2473612.42 frames. utt_duration=540.2 frames, utt_pad_proportion=0.0621, over 18366.64 utterances.], batch size: 257, lr: 3.01e-04
2022-08-28 17:37:19,986 INFO [train.py:927] (5/8) Epoch 13, batch 3000, giga_loss[loss=0.175, simple_loss=0.2653, pruned_loss=0.04234, over 12324.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03564, over 62.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2898, pruned_loss=0.05838, over 2473291.15 frames. utt_duration=562 frames, utt_pad_proportion=0.05759, over 17649.27 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2828, pruned_loss=0.05204, over 1896594.64 frames. utt_duration=1332 frames, utt_pad_proportion=0.04734, over 5703.40 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2894, pruned_loss=0.0587, over 2473800.79 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05825, over 18419.56 utterances.], batch size: 62, lr: 3.01e-04
2022-08-28 17:37:19,988 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 17:37:33,326 INFO [train.py:967] (5/8) 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 17:39:11,084 INFO [train.py:927] (5/8) Epoch 13, batch 3050, giga_loss[loss=0.2051, simple_loss=0.3004, pruned_loss=0.05485, over 12351.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03239, over 58.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2909, pruned_loss=0.05812, over 2474163.16 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06121, over 18296.26 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2833, pruned_loss=0.05225, over 1910850.12 frames. utt_duration=1317 frames, utt_pad_proportion=0.05173, over 5809.55 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2904, pruned_loss=0.05836, over 2474591.69 frames. utt_duration=520 frames, utt_pad_proportion=0.06037, over 19091.59 utterances.], batch size: 58, lr: 3.01e-04
2022-08-28 17:40:49,506 INFO [train.py:927] (5/8) Epoch 13, batch 3100, giga_loss[loss=0.2129, simple_loss=0.292, pruned_loss=0.06695, over 12380.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03535, over 122.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.29, pruned_loss=0.05791, over 2473662.90 frames. utt_duration=542.1 frames, utt_pad_proportion=0.0624, over 18304.06 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2833, pruned_loss=0.05237, over 1921966.78 frames. utt_duration=1320 frames, utt_pad_proportion=0.0507, over 5831.19 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2897, pruned_loss=0.05812, over 2474066.26 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06203, over 19143.89 utterances.], batch size: 122, lr: 3.01e-04
2022-08-28 17:42:30,380 INFO [train.py:927] (5/8) Epoch 13, batch 3150, giga_loss[loss=0.1778, simple_loss=0.2563, pruned_loss=0.04965, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04194, over 34.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2884, pruned_loss=0.05803, over 2474064.32 frames. utt_duration=572 frames, utt_pad_proportion=0.05906, over 17346.58 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2836, pruned_loss=0.05249, over 1943241.74 frames. utt_duration=1318 frames, utt_pad_proportion=0.04971, over 5902.89 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2882, pruned_loss=0.05832, over 2474735.82 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05935, over 18380.26 utterances.], batch size: 34, lr: 3.01e-04
2022-08-28 17:44:07,553 INFO [train.py:927] (5/8) Epoch 13, batch 3200, giga_loss[loss=0.1979, simple_loss=0.2849, pruned_loss=0.05548, over 12264.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2868, pruned_loss=0.05808, over 2472776.23 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05719, over 16974.11 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2836, pruned_loss=0.05247, over 1961300.49 frames. utt_duration=1324 frames, utt_pad_proportion=0.04804, over 5930.80 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2867, pruned_loss=0.05851, over 2473521.27 frames. utt_duration=546.9 frames, utt_pad_proportion=0.05815, over 18139.76 utterances.], batch size: 54, lr: 3.01e-04
2022-08-28 17:45:48,911 INFO [train.py:927] (5/8) Epoch 13, batch 3250, giga_loss[loss=0.2059, simple_loss=0.2922, pruned_loss=0.05978, over 12391.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.059, over 182.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2851, pruned_loss=0.05781, over 2473361.72 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06154, over 17197.98 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2839, pruned_loss=0.05292, over 1978644.21 frames. utt_duration=1295 frames, utt_pad_proportion=0.05863, over 6118.17 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2848, pruned_loss=0.05795, over 2474238.96 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05877, over 18319.31 utterances.], batch size: 182, lr: 3.01e-04
2022-08-28 17:47:29,237 INFO [train.py:927] (5/8) Epoch 13, batch 3300, giga_loss[loss=0.2586, simple_loss=0.3258, pruned_loss=0.09571, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2819, pruned_loss=0.05686, over 2472954.54 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06108, over 17373.17 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2843, pruned_loss=0.05312, over 1990724.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.05715, over 6140.03 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2813, pruned_loss=0.05692, over 2473801.45 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05939, over 18499.66 utterances.], batch size: 258, lr: 3.00e-04
2022-08-28 17:49:07,666 INFO [train.py:927] (5/8) Epoch 13, batch 3350, giga_loss[loss=0.2192, simple_loss=0.305, pruned_loss=0.06664, over 12392.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.198, simple_loss=0.282, pruned_loss=0.05697, over 2473243.01 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05654, over 17082.23 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2842, pruned_loss=0.05321, over 2000004.97 frames. utt_duration=1303 frames, utt_pad_proportion=0.05609, over 6148.12 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2816, pruned_loss=0.05701, over 2474171.04 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05576, over 18155.36 utterances.], batch size: 183, lr: 3.00e-04
2022-08-28 17:50:47,026 INFO [train.py:927] (5/8) Epoch 13, batch 3400, libri_loss[loss=0.2005, simple_loss=0.2903, pruned_loss=0.05532, over 12146.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005886, over 35.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2845, pruned_loss=0.05743, over 2473057.97 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05225, over 16557.62 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2853, pruned_loss=0.05357, over 2013796.21 frames. utt_duration=1303 frames, utt_pad_proportion=0.05449, over 6187.16 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2833, pruned_loss=0.0573, over 2474025.33 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05234, over 17667.66 utterances.], batch size: 35, lr: 3.00e-04
2022-08-28 17:52:27,354 INFO [train.py:927] (5/8) Epoch 13, batch 3450, giga_loss[loss=0.2093, simple_loss=0.2956, pruned_loss=0.06149, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0395, over 105.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2878, pruned_loss=0.05871, over 2474026.90 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05257, over 16580.59 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2852, pruned_loss=0.05349, over 2020405.52 frames. utt_duration=1306 frames, utt_pad_proportion=0.05373, over 6195.27 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.287, pruned_loss=0.05873, over 2475016.37 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05282, over 17583.81 utterances.], batch size: 105, lr: 3.00e-04
2022-08-28 17:54:13,105 INFO [train.py:927] (5/8) Epoch 13, batch 3500, giga_loss[loss=0.2407, simple_loss=0.3152, pruned_loss=0.08306, over 12102.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03675, over 30.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2919, pruned_loss=0.06177, over 2473181.56 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05615, over 16855.72 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2852, pruned_loss=0.05362, over 2027054.05 frames. utt_duration=1309 frames, utt_pad_proportion=0.05301, over 6200.28 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2913, pruned_loss=0.06178, over 2474091.53 frames. utt_duration=558 frames, utt_pad_proportion=0.05639, over 17783.43 utterances.], batch size: 30, lr: 3.00e-04
2022-08-28 17:56:01,160 INFO [train.py:927] (5/8) Epoch 13, batch 3550, giga_loss[loss=0.2769, simple_loss=0.3496, pruned_loss=0.1021, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06336, over 183.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2992, pruned_loss=0.06639, over 2473514.61 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06038, over 18279.04 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.285, pruned_loss=0.05363, over 2035623.59 frames. utt_duration=1313 frames, utt_pad_proportion=0.05204, over 6206.27 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.299, pruned_loss=0.06655, over 2474515.85 frames. utt_duration=516.8 frames, utt_pad_proportion=0.0607, over 19207.46 utterances.], batch size: 183, lr: 3.00e-04
2022-08-28 17:57:44,575 INFO [train.py:927] (5/8) Epoch 13, batch 3600, giga_loss[loss=0.2325, simple_loss=0.3112, pruned_loss=0.07696, over 12461.00 frames. utt_duration=581 frames, utt_pad_proportion=0.0332, over 86.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3055, pruned_loss=0.07164, over 2474144.79 frames. utt_duration=506 frames, utt_pad_proportion=0.06944, over 19616.72 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2852, pruned_loss=0.05366, over 2039962.14 frames. utt_duration=1314 frames, utt_pad_proportion=0.05155, over 6215.20 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3053, pruned_loss=0.07187, over 2474943.39 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06949, over 20452.04 utterances.], batch size: 86, lr: 3.00e-04
2022-08-28 17:59:26,015 INFO [train.py:927] (5/8) Epoch 13, batch 3650, giga_loss[loss=0.2727, simple_loss=0.3392, pruned_loss=0.1031, over 12438.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05389, over 162.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07542, over 2474330.81 frames. utt_duration=487.8 frames, utt_pad_proportion=0.0701, over 20352.16 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2853, pruned_loss=0.05372, over 2052779.24 frames. utt_duration=1314 frames, utt_pad_proportion=0.05136, over 6254.03 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3106, pruned_loss=0.07612, over 2475025.60 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07038, over 21371.70 utterances.], batch size: 162, lr: 3.00e-04
2022-08-28 18:01:09,524 INFO [train.py:927] (5/8) Epoch 13, batch 3700, giga_loss[loss=0.2693, simple_loss=0.3389, pruned_loss=0.09988, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03894, over 133.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3142, pruned_loss=0.07918, over 2474793.62 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07325, over 20958.51 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.285, pruned_loss=0.05371, over 2063365.14 frames. utt_duration=1319 frames, utt_pad_proportion=0.05027, over 6262.51 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3154, pruned_loss=0.08029, over 2475216.72 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07373, over 22088.16 utterances.], batch size: 133, lr: 3.00e-04
2022-08-28 18:02:55,563 INFO [train.py:927] (5/8) Epoch 13, batch 3750, giga_loss[loss=0.307, simple_loss=0.347, pruned_loss=0.1335, over 12370.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2097, over 372.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3215, pruned_loss=0.08517, over 2474963.84 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08188, over 22547.56 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.286, pruned_loss=0.05419, over 2075561.64 frames. utt_duration=1314 frames, utt_pad_proportion=0.0494, over 6327.73 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3226, pruned_loss=0.08648, over 2475313.58 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08233, over 23816.38 utterances.], batch size: 372, lr: 3.00e-04
2022-08-28 18:04:38,148 INFO [train.py:927] (5/8) Epoch 13, batch 3800, giga_loss[loss=0.2612, simple_loss=0.3398, pruned_loss=0.09125, over 12390.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3221, pruned_loss=0.08606, over 2475015.76 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07999, over 22297.20 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2865, pruned_loss=0.05433, over 2085232.45 frames. utt_duration=1320 frames, utt_pad_proportion=0.04836, over 6325.62 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3235, pruned_loss=0.08772, over 2475490.25 frames. utt_duration=419.6 frames, utt_pad_proportion=0.08093, over 23681.83 utterances.], batch size: 133, lr: 3.00e-04
2022-08-28 18:06:20,979 INFO [train.py:927] (5/8) Epoch 13, batch 3850, giga_loss[loss=0.2122, simple_loss=0.3002, pruned_loss=0.06208, over 12287.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02807, over 45.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3219, pruned_loss=0.08502, over 2474767.84 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0742, over 21190.50 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2862, pruned_loss=0.05425, over 2092531.72 frames. utt_duration=1323 frames, utt_pad_proportion=0.0476, over 6331.96 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3238, pruned_loss=0.08695, over 2475539.89 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07564, over 22556.65 utterances.], batch size: 45, lr: 3.00e-04
2022-08-28 18:08:03,302 INFO [train.py:927] (5/8) Epoch 13, batch 3900, giga_loss[loss=0.2427, simple_loss=0.3212, pruned_loss=0.08209, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05064, over 162.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3224, pruned_loss=0.0849, over 2474690.67 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07395, over 21272.86 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2862, pruned_loss=0.05432, over 2099899.49 frames. utt_duration=1323 frames, utt_pad_proportion=0.04704, over 6358.11 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3246, pruned_loss=0.08695, over 2475493.71 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0754, over 22606.69 utterances.], batch size: 162, lr: 3.00e-04
2022-08-28 18:09:46,364 INFO [train.py:927] (5/8) Epoch 13, batch 3950, giga_loss[loss=0.2176, simple_loss=0.3103, pruned_loss=0.06241, over 12263.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02974, over 42.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3203, pruned_loss=0.08151, over 2474997.50 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07098, over 20365.23 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2865, pruned_loss=0.0544, over 2107235.86 frames. utt_duration=1323 frames, utt_pad_proportion=0.04625, over 6375.88 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3225, pruned_loss=0.0836, over 2475717.89 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07274, over 21673.30 utterances.], batch size: 42, lr: 3.00e-04
2022-08-28 18:11:30,909 INFO [train.py:927] (5/8) Epoch 13, batch 4000, libri_loss[loss=0.1918, simple_loss=0.2744, pruned_loss=0.05456, over 12186.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008171, over 30.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3181, pruned_loss=0.07942, over 2474827.19 frames. utt_duration=484.3 frames, utt_pad_proportion=0.0696, over 20501.04 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2864, pruned_loss=0.05446, over 2114276.51 frames. utt_duration=1327 frames, utt_pad_proportion=0.04543, over 6381.30 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3205, pruned_loss=0.08151, over 2475650.90 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07144, over 21800.94 utterances.], batch size: 30, lr: 3.00e-04
2022-08-28 18:13:13,035 INFO [train.py:927] (5/8) Epoch 13, batch 4050, giga_loss[loss=0.2119, simple_loss=0.2997, pruned_loss=0.0621, over 12240.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.0374, over 28.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.317, pruned_loss=0.0789, over 2474065.23 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07129, over 20746.90 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2863, pruned_loss=0.05448, over 2120841.03 frames. utt_duration=1325 frames, utt_pad_proportion=0.04589, over 6410.52 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3195, pruned_loss=0.08099, over 2475247.70 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07269, over 22012.75 utterances.], batch size: 28, lr: 3.00e-04
2022-08-28 18:15:03,017 INFO [train.py:927] (5/8) Epoch 13, batch 4100, libri_loss[loss=0.1776, simple_loss=0.2614, pruned_loss=0.04693, over 12245.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.04533, over 27.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3158, pruned_loss=0.07798, over 2473503.58 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07326, over 20686.25 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2862, pruned_loss=0.05447, over 2127539.44 frames. utt_duration=1328 frames, utt_pad_proportion=0.0453, over 6417.23 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3185, pruned_loss=0.0801, over 2474726.10 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07461, over 21953.13 utterances.], batch size: 27, lr: 3.00e-04
2022-08-28 18:16:48,281 INFO [train.py:927] (5/8) Epoch 13, batch 4150, giga_loss[loss=0.2401, simple_loss=0.3218, pruned_loss=0.07917, over 12443.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04409, over 134.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3169, pruned_loss=0.07712, over 2473484.58 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07381, over 20800.82 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2863, pruned_loss=0.05448, over 2134095.63 frames. utt_duration=1331 frames, utt_pad_proportion=0.04452, over 6420.88 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3195, pruned_loss=0.07921, over 2474756.36 frames. utt_duration=450 frames, utt_pad_proportion=0.07517, over 22066.65 utterances.], batch size: 134, lr: 3.00e-04
2022-08-28 18:18:35,177 INFO [train.py:927] (5/8) Epoch 13, batch 4200, giga_loss[loss=0.2752, simple_loss=0.3443, pruned_loss=0.103, over 12419.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06223, over 183.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3168, pruned_loss=0.07695, over 2474285.78 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07044, over 20570.37 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2864, pruned_loss=0.05444, over 2137497.59 frames. utt_duration=1331 frames, utt_pad_proportion=0.04414, over 6428.68 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.319, pruned_loss=0.07881, over 2475273.95 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07188, over 21680.24 utterances.], batch size: 183, lr: 3.00e-04
2022-08-28 18:20:23,146 INFO [train.py:927] (5/8) Epoch 13, batch 4250, libri_loss[loss=0.2094, simple_loss=0.3006, pruned_loss=0.05909, over 12349.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005671, over 33.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3158, pruned_loss=0.07703, over 2474725.78 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07175, over 20473.04 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2872, pruned_loss=0.05471, over 2144042.99 frames. utt_duration=1317 frames, utt_pad_proportion=0.04898, over 6518.18 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3175, pruned_loss=0.07873, over 2475656.86 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07176, over 21536.52 utterances.], batch size: 33, lr: 3.00e-04
2022-08-28 18:22:15,464 INFO [train.py:927] (5/8) Epoch 13, batch 4300, giga_loss[loss=0.2718, simple_loss=0.3314, pruned_loss=0.1061, over 12394.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3143, pruned_loss=0.07589, over 2474132.39 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06968, over 19897.06 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2872, pruned_loss=0.05471, over 2150276.30 frames. utt_duration=1319 frames, utt_pad_proportion=0.04815, over 6529.74 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3161, pruned_loss=0.07761, over 2475172.24 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07011, over 20969.90 utterances.], batch size: 257, lr: 3.00e-04
2022-08-28 18:24:00,008 INFO [train.py:927] (5/8) Epoch 13, batch 4350, giga_loss[loss=0.2036, simple_loss=0.2848, pruned_loss=0.06118, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.036, over 43.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3132, pruned_loss=0.07468, over 2473571.20 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07418, over 20255.65 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2873, pruned_loss=0.05466, over 2157933.61 frames. utt_duration=1315 frames, utt_pad_proportion=0.04784, over 6569.02 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3152, pruned_loss=0.07654, over 2474716.86 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07452, over 21366.63 utterances.], batch size: 43, lr: 3.00e-04
2022-08-28 18:25:46,914 INFO [train.py:927] (5/8) Epoch 13, batch 4400, giga_loss[loss=0.2554, simple_loss=0.3258, pruned_loss=0.09246, over 12395.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3115, pruned_loss=0.0742, over 2474038.36 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07539, over 20826.84 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.0547, over 2164322.87 frames. utt_duration=1311 frames, utt_pad_proportion=0.04812, over 6610.30 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3135, pruned_loss=0.07602, over 2474853.59 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07572, over 21936.39 utterances.], batch size: 211, lr: 3.00e-04
2022-08-28 18:27:32,148 INFO [train.py:927] (5/8) Epoch 13, batch 4450, giga_loss[loss=0.2158, simple_loss=0.2984, pruned_loss=0.06666, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3101, pruned_loss=0.07388, over 2474273.75 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06985, over 19943.46 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2877, pruned_loss=0.05476, over 2170379.44 frames. utt_duration=1309 frames, utt_pad_proportion=0.04767, over 6639.95 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3118, pruned_loss=0.0756, over 2475005.89 frames. utt_duration=472 frames, utt_pad_proportion=0.07067, over 21039.15 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:29:16,845 INFO [train.py:927] (5/8) Epoch 13, batch 4500, giga_loss[loss=0.215, simple_loss=0.2953, pruned_loss=0.06733, over 12389.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.03983, over 105.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3084, pruned_loss=0.07334, over 2474520.52 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06826, over 19711.90 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2874, pruned_loss=0.05461, over 2182343.94 frames. utt_duration=1317 frames, utt_pad_proportion=0.04615, over 6637.20 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07553, over 2475121.93 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06971, over 21067.67 utterances.], batch size: 105, lr: 3.00e-04
2022-08-28 18:31:03,159 INFO [train.py:927] (5/8) Epoch 13, batch 4550, giga_loss[loss=0.2394, simple_loss=0.3314, pruned_loss=0.07369, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03647, over 30.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3074, pruned_loss=0.0731, over 2474027.14 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06592, over 19645.68 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2873, pruned_loss=0.05462, over 2189853.11 frames. utt_duration=1320 frames, utt_pad_proportion=0.04519, over 6641.20 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.07523, over 2474267.94 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06762, over 21003.87 utterances.], batch size: 30, lr: 3.00e-04
2022-08-28 18:32:47,076 INFO [train.py:927] (5/8) Epoch 13, batch 4600, giga_loss[loss=0.2418, simple_loss=0.3178, pruned_loss=0.08292, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3078, pruned_loss=0.07306, over 2473912.93 frames. utt_duration=493 frames, utt_pad_proportion=0.07248, over 20132.59 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.0546, over 2194133.40 frames. utt_duration=1323 frames, utt_pad_proportion=0.04462, over 6641.58 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.31, pruned_loss=0.075, over 2474066.59 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07365, over 21370.87 utterances.], batch size: 146, lr: 3.00e-04
2022-08-28 18:34:34,397 INFO [train.py:927] (5/8) Epoch 13, batch 4650, giga_loss[loss=0.2278, simple_loss=0.317, pruned_loss=0.06933, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.309, pruned_loss=0.07375, over 2473772.00 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07373, over 20349.51 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2878, pruned_loss=0.05479, over 2196963.71 frames. utt_duration=1308 frames, utt_pad_proportion=0.04894, over 6727.13 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3105, pruned_loss=0.07528, over 2473864.40 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07348, over 21363.01 utterances.], batch size: 28, lr: 3.00e-04
2022-08-28 18:36:22,753 INFO [train.py:927] (5/8) Epoch 13, batch 4700, giga_loss[loss=0.2223, simple_loss=0.3073, pruned_loss=0.06865, over 12317.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03231, over 70.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3108, pruned_loss=0.07571, over 2473308.00 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07609, over 20569.25 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2877, pruned_loss=0.05461, over 2204859.42 frames. utt_duration=1312 frames, utt_pad_proportion=0.04805, over 6727.38 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3128, pruned_loss=0.07765, over 2473682.38 frames. utt_duration=456 frames, utt_pad_proportion=0.07627, over 21768.61 utterances.], batch size: 70, lr: 3.00e-04
2022-08-28 18:38:06,346 INFO [train.py:927] (5/8) Epoch 13, batch 4750, giga_loss[loss=0.1936, simple_loss=0.2813, pruned_loss=0.05299, over 12371.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.311, pruned_loss=0.07723, over 2472966.47 frames. utt_duration=482 frames, utt_pad_proportion=0.0756, over 20584.12 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.05452, over 2213618.96 frames. utt_duration=1315 frames, utt_pad_proportion=0.04715, over 6740.49 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3135, pruned_loss=0.07952, over 2473718.16 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07632, over 21967.24 utterances.], batch size: 58, lr: 3.00e-04
2022-08-28 18:39:49,080 INFO [train.py:927] (5/8) Epoch 13, batch 4800, giga_loss[loss=0.2478, simple_loss=0.3212, pruned_loss=0.08716, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03892, over 133.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3113, pruned_loss=0.07817, over 2472538.92 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07597, over 20689.40 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2872, pruned_loss=0.05453, over 2216274.17 frames. utt_duration=1318 frames, utt_pad_proportion=0.04678, over 6735.09 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3136, pruned_loss=0.08015, over 2473068.90 frames. utt_duration=453.1 frames, utt_pad_proportion=0.0767, over 21902.71 utterances.], batch size: 133, lr: 3.00e-04
2022-08-28 18:41:30,993 INFO [train.py:927] (5/8) Epoch 13, batch 4850, giga_loss[loss=0.2302, simple_loss=0.3055, pruned_loss=0.07743, over 12449.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.07701, over 2473237.09 frames. utt_duration=458 frames, utt_pad_proportion=0.0803, over 21669.37 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.05448, over 2224816.26 frames. utt_duration=1318 frames, utt_pad_proportion=0.04575, over 6762.13 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3143, pruned_loss=0.07936, over 2473957.54 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08118, over 23064.95 utterances.], batch size: 123, lr: 3.00e-04
2022-08-28 18:43:18,573 INFO [train.py:927] (5/8) Epoch 13, batch 4900, giga_loss[loss=0.2428, simple_loss=0.3151, pruned_loss=0.08527, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3095, pruned_loss=0.07578, over 2473376.54 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07596, over 21353.17 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2872, pruned_loss=0.05426, over 2230381.23 frames. utt_duration=1323 frames, utt_pad_proportion=0.04495, over 6751.20 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3121, pruned_loss=0.07832, over 2474485.83 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07734, over 22810.93 utterances.], batch size: 161, lr: 3.00e-04
2022-08-28 18:45:02,040 INFO [train.py:927] (5/8) Epoch 13, batch 4950, giga_loss[loss=0.2495, simple_loss=0.3282, pruned_loss=0.08542, over 12374.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02727, over 91.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3077, pruned_loss=0.07484, over 2473545.39 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07316, over 20495.44 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2863, pruned_loss=0.05412, over 2237903.09 frames. utt_duration=1332 frames, utt_pad_proportion=0.0438, over 6729.10 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3112, pruned_loss=0.07766, over 2475225.99 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07507, over 22140.55 utterances.], batch size: 91, lr: 3.00e-04
2022-08-28 18:46:51,362 INFO [train.py:927] (5/8) Epoch 13, batch 5000, giga_loss[loss=0.2298, simple_loss=0.3106, pruned_loss=0.07455, over 12280.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02745, over 42.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3105, pruned_loss=0.0746, over 2473764.10 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07151, over 20304.10 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2865, pruned_loss=0.05419, over 2239200.57 frames. utt_duration=1332 frames, utt_pad_proportion=0.0436, over 6731.46 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3132, pruned_loss=0.07685, over 2474968.86 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07323, over 21651.85 utterances.], batch size: 42, lr: 3.00e-04
2022-08-28 18:48:33,759 INFO [train.py:927] (5/8) Epoch 13, batch 5050, giga_loss[loss=0.29, simple_loss=0.3457, pruned_loss=0.1172, over 12388.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3125, pruned_loss=0.0752, over 2473851.09 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07183, over 20644.84 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2867, pruned_loss=0.05433, over 2242603.09 frames. utt_duration=1332 frames, utt_pad_proportion=0.0431, over 6742.43 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3148, pruned_loss=0.07715, over 2474901.90 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07347, over 21890.70 utterances.], batch size: 259, lr: 3.00e-04
2022-08-28 18:50:19,098 INFO [train.py:927] (5/8) Epoch 13, batch 5100, giga_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.08512, over 12384.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04495, over 146.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3134, pruned_loss=0.07631, over 2472800.15 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07725, over 20875.96 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2873, pruned_loss=0.0544, over 2247999.63 frames. utt_duration=1336 frames, utt_pad_proportion=0.04224, over 6737.82 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3154, pruned_loss=0.07832, over 2473938.34 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07876, over 22207.30 utterances.], batch size: 146, lr: 3.00e-04
2022-08-28 18:52:03,387 INFO [train.py:927] (5/8) Epoch 13, batch 5150, giga_loss[loss=0.2102, simple_loss=0.2937, pruned_loss=0.06335, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02856, over 48.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3123, pruned_loss=0.07655, over 2472600.27 frames. utt_duration=470.7 frames, utt_pad_proportion=0.08022, over 21078.19 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2875, pruned_loss=0.05428, over 2255767.40 frames. utt_duration=1334 frames, utt_pad_proportion=0.04188, over 6769.06 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3146, pruned_loss=0.07899, over 2473498.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08182, over 22583.57 utterances.], batch size: 48, lr: 3.00e-04
2022-08-28 18:53:49,696 INFO [train.py:927] (5/8) Epoch 13, batch 5200, giga_loss[loss=0.2175, simple_loss=0.2933, pruned_loss=0.0709, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03762, over 28.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3116, pruned_loss=0.07686, over 2472166.07 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07369, over 20253.79 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2874, pruned_loss=0.0543, over 2258982.83 frames. utt_duration=1337 frames, utt_pad_proportion=0.04137, over 6767.57 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3138, pruned_loss=0.07907, over 2472888.45 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07568, over 21630.24 utterances.], batch size: 28, lr: 3.00e-04
2022-08-28 18:55:37,314 INFO [train.py:927] (5/8) Epoch 13, batch 5250, libri_loss[loss=0.1934, simple_loss=0.2641, pruned_loss=0.0614, over 12200.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01037, over 29.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3104, pruned_loss=0.07723, over 2471719.17 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07217, over 19862.77 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2872, pruned_loss=0.05427, over 2264099.78 frames. utt_duration=1336 frames, utt_pad_proportion=0.04087, over 6785.09 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3129, pruned_loss=0.07952, over 2472441.88 frames. utt_duration=467 frames, utt_pad_proportion=0.07426, over 21243.13 utterances.], batch size: 29, lr: 3.00e-04
2022-08-28 18:57:21,714 INFO [train.py:927] (5/8) Epoch 13, batch 5300, giga_loss[loss=0.2394, simple_loss=0.3234, pruned_loss=0.07769, over 12391.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03003, over 97.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3098, pruned_loss=0.07698, over 2471859.16 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07068, over 20063.58 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2872, pruned_loss=0.05432, over 2267297.66 frames. utt_duration=1337 frames, utt_pad_proportion=0.04037, over 6792.25 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.312, pruned_loss=0.07905, over 2472339.65 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07271, over 21322.86 utterances.], batch size: 97, lr: 3.00e-04
2022-08-28 18:59:07,573 INFO [train.py:927] (5/8) Epoch 13, batch 5350, giga_loss[loss=0.2291, simple_loss=0.3095, pruned_loss=0.07432, over 12426.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03751, over 86.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.311, pruned_loss=0.07693, over 2472427.51 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06738, over 19888.10 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.287, pruned_loss=0.05415, over 2272104.38 frames. utt_duration=1338 frames, utt_pad_proportion=0.03961, over 6802.34 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07924, over 2473073.43 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06965, over 21189.13 utterances.], batch size: 86, lr: 3.00e-04
2022-08-28 19:00:54,138 INFO [train.py:927] (5/8) Epoch 13, batch 5400, libri_loss[loss=0.1587, simple_loss=0.2476, pruned_loss=0.03489, over 12477.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007866, over 29.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.311, pruned_loss=0.07664, over 2473270.22 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06646, over 19375.09 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.287, pruned_loss=0.05408, over 2278862.29 frames. utt_duration=1342 frames, utt_pad_proportion=0.03863, over 6802.26 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3138, pruned_loss=0.0793, over 2473914.55 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06896, over 20831.75 utterances.], batch size: 29, lr: 2.99e-04
2022-08-28 19:02:34,918 INFO [train.py:927] (5/8) Epoch 13, batch 5450, giga_loss[loss=0.2858, simple_loss=0.3463, pruned_loss=0.1126, over 12373.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05226, over 161.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3138, pruned_loss=0.07664, over 2473186.37 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07231, over 20079.81 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05419, over 2284461.73 frames. utt_duration=1320 frames, utt_pad_proportion=0.04464, over 6929.60 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3163, pruned_loss=0.07923, over 2473847.81 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07265, over 21455.83 utterances.], batch size: 161, lr: 2.99e-04
2022-08-28 19:04:19,868 INFO [train.py:927] (5/8) Epoch 13, batch 5500, giga_loss[loss=0.2809, simple_loss=0.3455, pruned_loss=0.1081, over 12375.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3163, pruned_loss=0.07771, over 2472644.52 frames. utt_duration=505 frames, utt_pad_proportion=0.0712, over 19641.71 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2873, pruned_loss=0.05423, over 2288988.66 frames. utt_duration=1325 frames, utt_pad_proportion=0.044, over 6918.44 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.319, pruned_loss=0.08025, over 2473286.80 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07193, over 21032.72 utterances.], batch size: 182, lr: 2.99e-04
2022-08-28 19:06:04,756 INFO [train.py:927] (5/8) Epoch 13, batch 5550, giga_loss[loss=0.2142, simple_loss=0.2993, pruned_loss=0.06454, over 12373.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03079, over 97.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3169, pruned_loss=0.07915, over 2472669.39 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07026, over 19928.41 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2865, pruned_loss=0.05402, over 2292673.22 frames. utt_duration=1331 frames, utt_pad_proportion=0.04342, over 6897.23 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3203, pruned_loss=0.0818, over 2473132.91 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07122, over 21293.90 utterances.], batch size: 97, lr: 2.99e-04
2022-08-28 19:07:47,690 INFO [train.py:927] (5/8) Epoch 13, batch 5600, giga_loss[loss=0.2531, simple_loss=0.3242, pruned_loss=0.09099, over 12458.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03316, over 86.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3165, pruned_loss=0.07864, over 2473531.56 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07243, over 20535.30 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05429, over 2296529.04 frames. utt_duration=1332 frames, utt_pad_proportion=0.0427, over 6904.20 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3195, pruned_loss=0.08098, over 2473646.92 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07345, over 21862.84 utterances.], batch size: 86, lr: 2.99e-04
2022-08-28 19:09:30,569 INFO [train.py:927] (5/8) Epoch 13, batch 5650, libri_loss[loss=0.2156, simple_loss=0.314, pruned_loss=0.05858, over 12375.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01405, over 41.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.317, pruned_loss=0.07803, over 2473550.38 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07313, over 20407.77 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2874, pruned_loss=0.0547, over 2303261.81 frames. utt_duration=1328 frames, utt_pad_proportion=0.04207, over 6944.43 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.32, pruned_loss=0.08046, over 2473875.15 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07453, over 21969.22 utterances.], batch size: 41, lr: 2.99e-04
2022-08-28 19:11:15,470 INFO [train.py:927] (5/8) Epoch 13, batch 5700, giga_loss[loss=0.2581, simple_loss=0.3289, pruned_loss=0.09363, over 12429.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03652, over 31.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3167, pruned_loss=0.07812, over 2473501.56 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07296, over 20189.15 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2872, pruned_loss=0.05466, over 2309935.59 frames. utt_duration=1336 frames, utt_pad_proportion=0.04079, over 6923.93 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3203, pruned_loss=0.08094, over 2473786.64 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07481, over 21951.77 utterances.], batch size: 31, lr: 2.99e-04
2022-08-28 19:13:01,496 INFO [train.py:927] (5/8) Epoch 13, batch 5750, giga_loss[loss=0.2017, simple_loss=0.2814, pruned_loss=0.06102, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02907, over 45.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3143, pruned_loss=0.07724, over 2473160.86 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07234, over 20243.96 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2868, pruned_loss=0.05445, over 2313803.27 frames. utt_duration=1341 frames, utt_pad_proportion=0.04017, over 6909.03 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3182, pruned_loss=0.08018, over 2473522.62 frames. utt_duration=452 frames, utt_pad_proportion=0.07425, over 21962.25 utterances.], batch size: 45, lr: 2.99e-04
2022-08-28 19:14:48,298 INFO [train.py:927] (5/8) Epoch 13, batch 5800, giga_loss[loss=0.2302, simple_loss=0.2956, pruned_loss=0.08244, over 12355.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.07778, over 2473442.21 frames. utt_duration=462.3 frames, utt_pad_proportion=0.08096, over 21467.65 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2876, pruned_loss=0.0548, over 2317733.92 frames. utt_duration=1329 frames, utt_pad_proportion=0.04146, over 6984.75 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3167, pruned_loss=0.08036, over 2473743.63 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0818, over 23071.54 utterances.], batch size: 371, lr: 2.99e-04
2022-08-28 19:16:29,818 INFO [train.py:927] (5/8) Epoch 13, batch 5850, giga_loss[loss=0.2539, simple_loss=0.3254, pruned_loss=0.0912, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04155, over 34.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3131, pruned_loss=0.07783, over 2473701.75 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07831, over 20754.33 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2883, pruned_loss=0.05501, over 2324500.86 frames. utt_duration=1330 frames, utt_pad_proportion=0.03995, over 6998.26 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.316, pruned_loss=0.08071, over 2474030.56 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08019, over 22645.67 utterances.], batch size: 34, lr: 2.99e-04
2022-08-28 19:18:10,579 INFO [train.py:927] (5/8) Epoch 13, batch 5900, giga_loss[loss=0.2132, simple_loss=0.2868, pruned_loss=0.06987, over 12342.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3099, pruned_loss=0.07486, over 2473549.44 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07837, over 20847.40 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2885, pruned_loss=0.05507, over 2327844.14 frames. utt_duration=1305 frames, utt_pad_proportion=0.0481, over 7141.46 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3126, pruned_loss=0.0776, over 2474143.81 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07794, over 22539.24 utterances.], batch size: 370, lr: 2.99e-04
2022-08-28 19:20:00,427 INFO [train.py:927] (5/8) Epoch 13, batch 5950, giga_loss[loss=0.2839, simple_loss=0.3345, pruned_loss=0.1166, over 12390.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3082, pruned_loss=0.07378, over 2473832.07 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07715, over 20760.58 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2887, pruned_loss=0.05519, over 2328650.92 frames. utt_duration=1305 frames, utt_pad_proportion=0.04791, over 7145.75 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3102, pruned_loss=0.07591, over 2474234.37 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07697, over 22135.59 utterances.], batch size: 257, lr: 2.99e-04
2022-08-28 19:21:47,894 INFO [train.py:927] (5/8) Epoch 13, batch 6000, giga_loss[loss=0.2404, simple_loss=0.2979, pruned_loss=0.09144, over 12353.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3057, pruned_loss=0.07366, over 2473601.99 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07963, over 21047.90 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2884, pruned_loss=0.05508, over 2331822.69 frames. utt_duration=1310 frames, utt_pad_proportion=0.047, over 7128.18 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.308, pruned_loss=0.07588, over 2474309.37 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07983, over 22476.70 utterances.], batch size: 368, lr: 2.99e-04
2022-08-28 19:21:47,895 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 19:22:01,901 INFO [train.py:967] (5/8) 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 19:23:44,427 INFO [train.py:927] (5/8) Epoch 13, batch 6050, giga_loss[loss=0.2355, simple_loss=0.3203, pruned_loss=0.07531, over 12389.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3062, pruned_loss=0.07354, over 2473944.88 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0789, over 20910.68 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.288, pruned_loss=0.05489, over 2333904.88 frames. utt_duration=1314 frames, utt_pad_proportion=0.0465, over 7113.30 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3086, pruned_loss=0.07574, over 2474546.67 frames. utt_duration=446.2 frames, utt_pad_proportion=0.0794, over 22255.35 utterances.], batch size: 133, lr: 2.99e-04
2022-08-28 19:25:30,747 INFO [train.py:927] (5/8) Epoch 13, batch 6100, giga_loss[loss=0.2296, simple_loss=0.3025, pruned_loss=0.07836, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02789, over 45.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3066, pruned_loss=0.07367, over 2474065.17 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07577, over 19841.37 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2885, pruned_loss=0.05511, over 2339425.94 frames. utt_duration=1284 frames, utt_pad_proportion=0.05581, over 7294.47 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3088, pruned_loss=0.07597, over 2474550.49 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07404, over 21256.51 utterances.], batch size: 45, lr: 2.99e-04
2022-08-28 19:27:14,323 INFO [train.py:927] (5/8) Epoch 13, batch 6150, giga_loss[loss=0.2261, simple_loss=0.3053, pruned_loss=0.0734, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3075, pruned_loss=0.07394, over 2474022.19 frames. utt_duration=510.6 frames, utt_pad_proportion=0.0697, over 19437.43 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2887, pruned_loss=0.05513, over 2344266.44 frames. utt_duration=1288 frames, utt_pad_proportion=0.0543, over 7290.57 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3098, pruned_loss=0.07648, over 2474842.56 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06937, over 21056.50 utterances.], batch size: 113, lr: 2.99e-04
2022-08-28 19:28:58,286 INFO [train.py:927] (5/8) Epoch 13, batch 6200, giga_loss[loss=0.2543, simple_loss=0.3309, pruned_loss=0.08883, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02949, over 45.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.31, pruned_loss=0.07565, over 2473705.19 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06913, over 19538.35 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.288, pruned_loss=0.0548, over 2347259.49 frames. utt_duration=1295 frames, utt_pad_proportion=0.05335, over 7258.60 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3129, pruned_loss=0.07843, over 2474537.45 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06931, over 21141.69 utterances.], batch size: 45, lr: 2.99e-04
2022-08-28 19:30:45,464 INFO [train.py:927] (5/8) Epoch 13, batch 6250, giga_loss[loss=0.2312, simple_loss=0.3182, pruned_loss=0.07211, over 12465.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03412, over 105.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.07594, over 2474225.21 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06383, over 19126.10 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2876, pruned_loss=0.05458, over 2350790.63 frames. utt_duration=1299 frames, utt_pad_proportion=0.05218, over 7246.84 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07892, over 2475111.34 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06484, over 20749.89 utterances.], batch size: 105, lr: 2.99e-04
2022-08-28 19:32:36,560 INFO [train.py:927] (5/8) Epoch 13, batch 6300, giga_loss[loss=0.2236, simple_loss=0.3164, pruned_loss=0.06544, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03179, over 75.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3121, pruned_loss=0.07572, over 2474737.33 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06497, over 19799.57 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.288, pruned_loss=0.05483, over 2354321.74 frames. utt_duration=1299 frames, utt_pad_proportion=0.05101, over 7260.24 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3151, pruned_loss=0.07848, over 2475564.61 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06619, over 21431.01 utterances.], batch size: 75, lr: 2.99e-04
2022-08-28 19:34:18,908 INFO [train.py:927] (5/8) Epoch 13, batch 6350, giga_loss[loss=0.225, simple_loss=0.3026, pruned_loss=0.07369, over 12345.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3136, pruned_loss=0.07724, over 2475167.91 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06695, over 20916.67 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2881, pruned_loss=0.05478, over 2356596.77 frames. utt_duration=1296 frames, utt_pad_proportion=0.05046, over 7280.89 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3164, pruned_loss=0.07986, over 2475929.31 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06804, over 22434.54 utterances.], batch size: 97, lr: 2.99e-04
2022-08-28 19:36:01,491 INFO [train.py:927] (5/8) Epoch 13, batch 6400, giga_loss[loss=0.2035, simple_loss=0.29, pruned_loss=0.05855, over 12361.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02887, over 66.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3127, pruned_loss=0.07666, over 2475215.80 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06729, over 20964.54 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2886, pruned_loss=0.05492, over 2361360.58 frames. utt_duration=1290 frames, utt_pad_proportion=0.04989, over 7328.45 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3154, pruned_loss=0.07947, over 2475738.97 frames. utt_duration=438.8 frames, utt_pad_proportion=0.06858, over 22642.75 utterances.], batch size: 66, lr: 2.99e-04
2022-08-28 19:37:44,640 INFO [train.py:927] (5/8) Epoch 13, batch 6450, giga_loss[loss=0.2172, simple_loss=0.3014, pruned_loss=0.06647, over 12415.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03704, over 113.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3111, pruned_loss=0.07634, over 2474901.88 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06623, over 20613.28 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2876, pruned_loss=0.05461, over 2365039.42 frames. utt_duration=1300 frames, utt_pad_proportion=0.04855, over 7287.05 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3149, pruned_loss=0.07962, over 2476034.63 frames. utt_duration=441.9 frames, utt_pad_proportion=0.06793, over 22484.92 utterances.], batch size: 113, lr: 2.99e-04
2022-08-28 19:39:27,560 INFO [train.py:927] (5/8) Epoch 13, batch 6500, giga_loss[loss=0.2044, simple_loss=0.2899, pruned_loss=0.05942, over 12466.00 frames. utt_duration=703.8 frames, utt_pad_proportion=0.03054, over 71.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3116, pruned_loss=0.07752, over 2474452.70 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07009, over 20765.80 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2877, pruned_loss=0.05477, over 2368066.13 frames. utt_duration=1302 frames, utt_pad_proportion=0.04742, over 7285.39 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3152, pruned_loss=0.0806, over 2475552.61 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07164, over 22623.18 utterances.], batch size: 71, lr: 2.99e-04
2022-08-28 19:41:08,909 INFO [train.py:927] (5/8) Epoch 13, batch 6550, giga_loss[loss=0.2744, simple_loss=0.3396, pruned_loss=0.1046, over 12418.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07591, over 213.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.313, pruned_loss=0.07883, over 2474674.83 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07041, over 21112.06 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2877, pruned_loss=0.0547, over 2370589.98 frames. utt_duration=1302 frames, utt_pad_proportion=0.04671, over 7291.26 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3164, pruned_loss=0.08184, over 2475646.49 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07197, over 22878.12 utterances.], batch size: 213, lr: 2.99e-04
2022-08-28 19:42:51,873 INFO [train.py:927] (5/8) Epoch 13, batch 6600, libri_loss[loss=0.1806, simple_loss=0.2661, pruned_loss=0.04756, over 12271.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01149, over 28.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3128, pruned_loss=0.07902, over 2474199.73 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07446, over 21235.38 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.0546, over 2373044.91 frames. utt_duration=1306 frames, utt_pad_proportion=0.04576, over 7275.75 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3163, pruned_loss=0.08219, over 2475554.23 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07594, over 23047.75 utterances.], batch size: 28, lr: 2.99e-04
2022-08-28 19:44:34,746 INFO [train.py:927] (5/8) Epoch 13, batch 6650, giga_loss[loss=0.2751, simple_loss=0.3387, pruned_loss=0.1058, over 12402.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05671, over 162.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.0793, over 2474224.84 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07427, over 21145.10 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2877, pruned_loss=0.05447, over 2377137.46 frames. utt_duration=1301 frames, utt_pad_proportion=0.04575, over 7319.76 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3171, pruned_loss=0.0829, over 2475202.07 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07583, over 23089.24 utterances.], batch size: 162, lr: 2.99e-04
2022-08-28 19:46:16,898 INFO [train.py:927] (5/8) Epoch 13, batch 6700, giga_loss[loss=0.3361, simple_loss=0.3797, pruned_loss=0.1462, over 12410.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04986, over 161.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3144, pruned_loss=0.07974, over 2474689.31 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07041, over 21322.65 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2878, pruned_loss=0.05451, over 2378801.06 frames. utt_duration=1303 frames, utt_pad_proportion=0.04503, over 7312.44 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3177, pruned_loss=0.08298, over 2475711.86 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07228, over 23118.93 utterances.], batch size: 161, lr: 2.99e-04
2022-08-28 19:47:58,896 INFO [train.py:927] (5/8) Epoch 13, batch 6750, libri_loss[loss=0.213, simple_loss=0.3036, pruned_loss=0.06122, over 12391.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02328, over 43.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3149, pruned_loss=0.08078, over 2474233.72 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07096, over 21117.84 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2873, pruned_loss=0.05426, over 2383315.19 frames. utt_duration=1304 frames, utt_pad_proportion=0.04441, over 7320.49 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3193, pruned_loss=0.08493, over 2475223.93 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07296, over 23236.47 utterances.], batch size: 43, lr: 2.99e-04
2022-08-28 19:49:40,220 INFO [train.py:927] (5/8) Epoch 13, batch 6800, giga_loss[loss=0.2265, simple_loss=0.3089, pruned_loss=0.07203, over 12426.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03558, over 86.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3156, pruned_loss=0.08059, over 2473842.94 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07506, over 21432.32 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2875, pruned_loss=0.05424, over 2384750.11 frames. utt_duration=1301 frames, utt_pad_proportion=0.04424, over 7338.60 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3194, pruned_loss=0.08427, over 2474544.82 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07655, over 23290.04 utterances.], batch size: 86, lr: 2.99e-04
2022-08-28 19:51:20,977 INFO [train.py:927] (5/8) Epoch 13, batch 6850, giga_loss[loss=0.2085, simple_loss=0.2912, pruned_loss=0.06288, over 12354.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03341, over 104.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3157, pruned_loss=0.0806, over 2473618.74 frames. utt_duration=449.3 frames, utt_pad_proportion=0.075, over 22094.16 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05444, over 2386799.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.0445, over 7368.64 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.319, pruned_loss=0.08391, over 2474315.97 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07632, over 23853.67 utterances.], batch size: 104, lr: 2.99e-04
2022-08-28 19:53:01,897 INFO [train.py:927] (5/8) Epoch 13, batch 6900, giga_loss[loss=0.2263, simple_loss=0.3024, pruned_loss=0.07511, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03943, over 37.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3153, pruned_loss=0.07994, over 2474110.44 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07065, over 21178.18 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2879, pruned_loss=0.05439, over 2388191.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.04438, over 7373.96 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3183, pruned_loss=0.08295, over 2474588.60 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0722, over 22753.79 utterances.], batch size: 37, lr: 2.99e-04
2022-08-28 19:54:44,904 INFO [train.py:927] (5/8) Epoch 13, batch 6950, giga_loss[loss=0.2219, simple_loss=0.3098, pruned_loss=0.06703, over 12404.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04386, over 146.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3153, pruned_loss=0.0797, over 2474438.51 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06627, over 20896.44 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2882, pruned_loss=0.05424, over 2391681.08 frames. utt_duration=1302 frames, utt_pad_proportion=0.04307, over 7356.28 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.08321, over 2474747.85 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06847, over 22684.85 utterances.], batch size: 146, lr: 2.99e-04
2022-08-28 19:56:32,590 INFO [train.py:927] (5/8) Epoch 13, batch 7000, giga_loss[loss=0.2171, simple_loss=0.2944, pruned_loss=0.06986, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03069, over 48.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3166, pruned_loss=0.08141, over 2474075.41 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07209, over 21985.09 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2879, pruned_loss=0.0541, over 2392332.77 frames. utt_duration=1305 frames, utt_pad_proportion=0.04278, over 7343.75 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3196, pruned_loss=0.08448, over 2474461.13 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07354, over 23513.01 utterances.], batch size: 48, lr: 2.99e-04
2022-08-28 19:58:15,221 INFO [train.py:927] (5/8) Epoch 13, batch 7050, giga_loss[loss=0.2385, simple_loss=0.3208, pruned_loss=0.07814, over 12405.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.06746, over 184.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3174, pruned_loss=0.0824, over 2473951.29 frames. utt_duration=450.9 frames, utt_pad_proportion=0.0752, over 22019.58 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2881, pruned_loss=0.05431, over 2394817.56 frames. utt_duration=1296 frames, utt_pad_proportion=0.04586, over 7400.72 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.0856, over 2474574.77 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07576, over 23679.91 utterances.], batch size: 184, lr: 2.99e-04
2022-08-28 19:59:58,533 INFO [train.py:927] (5/8) Epoch 13, batch 7100, giga_loss[loss=0.2559, simple_loss=0.3351, pruned_loss=0.08841, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.08099, over 2474262.93 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07411, over 21855.88 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2881, pruned_loss=0.05421, over 2396799.31 frames. utt_duration=1293 frames, utt_pad_proportion=0.04549, over 7424.31 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3199, pruned_loss=0.08448, over 2475418.98 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07509, over 23624.08 utterances.], batch size: 183, lr: 2.99e-04
2022-08-28 20:01:42,659 INFO [train.py:927] (5/8) Epoch 13, batch 7150, giga_loss[loss=0.2346, simple_loss=0.3218, pruned_loss=0.07372, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04392, over 146.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3158, pruned_loss=0.08039, over 2474883.46 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07559, over 22282.20 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2879, pruned_loss=0.05419, over 2398472.02 frames. utt_duration=1296 frames, utt_pad_proportion=0.04478, over 7410.93 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3192, pruned_loss=0.08365, over 2475695.73 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07658, over 23951.54 utterances.], batch size: 146, lr: 2.99e-04
2022-08-28 20:03:26,748 INFO [train.py:927] (5/8) Epoch 13, batch 7200, giga_loss[loss=0.2577, simple_loss=0.3139, pruned_loss=0.1008, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03554, over 28.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07943, over 2474219.50 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07319, over 21426.49 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.288, pruned_loss=0.05421, over 2399904.62 frames. utt_duration=1301 frames, utt_pad_proportion=0.04397, over 7384.97 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3169, pruned_loss=0.08257, over 2475283.27 frames. utt_duration=430 frames, utt_pad_proportion=0.0746, over 23106.12 utterances.], batch size: 28, lr: 2.99e-04
2022-08-28 20:05:11,749 INFO [train.py:927] (5/8) Epoch 13, batch 7250, giga_loss[loss=0.2288, simple_loss=0.3025, pruned_loss=0.07751, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04699, over 34.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3105, pruned_loss=0.07794, over 2474436.58 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07484, over 21141.31 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2882, pruned_loss=0.05415, over 2400644.11 frames. utt_duration=1302 frames, utt_pad_proportion=0.04347, over 7382.17 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3132, pruned_loss=0.08083, over 2475648.20 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07617, over 22670.13 utterances.], batch size: 34, lr: 2.99e-04
2022-08-28 20:06:55,412 INFO [train.py:927] (5/8) Epoch 13, batch 7300, giga_loss[loss=0.211, simple_loss=0.2905, pruned_loss=0.06571, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03965, over 33.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3096, pruned_loss=0.07763, over 2473834.31 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0738, over 20714.07 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2887, pruned_loss=0.05456, over 2402771.32 frames. utt_duration=1303 frames, utt_pad_proportion=0.04254, over 7383.71 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3118, pruned_loss=0.08021, over 2474846.91 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07545, over 22290.49 utterances.], batch size: 33, lr: 2.99e-04
2022-08-28 20:08:39,405 INFO [train.py:927] (5/8) Epoch 13, batch 7350, giga_loss[loss=0.194, simple_loss=0.2839, pruned_loss=0.05208, over 12465.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3087, pruned_loss=0.07497, over 2473518.14 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07659, over 21880.40 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.05456, over 2403776.71 frames. utt_duration=1294 frames, utt_pad_proportion=0.04654, over 7440.02 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.311, pruned_loss=0.07751, over 2475002.96 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07685, over 23400.63 utterances.], batch size: 98, lr: 2.99e-04
2022-08-28 20:10:23,011 INFO [train.py:927] (5/8) Epoch 13, batch 7400, giga_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08009, over 12325.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03452, over 51.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3058, pruned_loss=0.07157, over 2473067.89 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07978, over 22778.97 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2882, pruned_loss=0.05445, over 2405169.78 frames. utt_duration=1300 frames, utt_pad_proportion=0.04553, over 7408.21 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.07419, over 2474850.05 frames. utt_duration=407.1 frames, utt_pad_proportion=0.08024, over 24402.60 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 20:12:08,868 INFO [train.py:927] (5/8) Epoch 13, batch 7450, giga_loss[loss=0.196, simple_loss=0.2947, pruned_loss=0.04867, over 12438.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3032, pruned_loss=0.06875, over 2473774.67 frames. utt_duration=407 frames, utt_pad_proportion=0.0846, over 24399.77 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2884, pruned_loss=0.05451, over 2406469.99 frames. utt_duration=1288 frames, utt_pad_proportion=0.04934, over 7484.31 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3054, pruned_loss=0.07098, over 2474941.74 frames. utt_duration=384.9 frames, utt_pad_proportion=0.08401, over 25818.93 utterances.], batch size: 162, lr: 2.99e-04
2022-08-28 20:13:53,072 INFO [train.py:927] (5/8) Epoch 13, batch 7500, giga_loss[loss=0.2202, simple_loss=0.3047, pruned_loss=0.06785, over 12443.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03543, over 105.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3028, pruned_loss=0.06734, over 2474368.11 frames. utt_duration=406.9 frames, utt_pad_proportion=0.08303, over 24408.44 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2881, pruned_loss=0.05442, over 2408270.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.05309, over 7541.17 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3051, pruned_loss=0.06951, over 2475166.52 frames. utt_duration=384.1 frames, utt_pad_proportion=0.08186, over 25874.08 utterances.], batch size: 105, lr: 2.99e-04
2022-08-28 20:15:35,581 INFO [train.py:927] (5/8) Epoch 13, batch 7550, giga_loss[loss=0.1958, simple_loss=0.2851, pruned_loss=0.05329, over 12422.00 frames. utt_duration=579.1 frames, utt_pad_proportion=0.03639, over 86.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3016, pruned_loss=0.06601, over 2474443.69 frames. utt_duration=400.4 frames, utt_pad_proportion=0.08302, over 24809.94 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2882, pruned_loss=0.05434, over 2409637.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05658, over 7622.27 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3037, pruned_loss=0.06802, over 2475033.14 frames. utt_duration=379.1 frames, utt_pad_proportion=0.08146, over 26215.73 utterances.], batch size: 86, lr: 2.99e-04
2022-08-28 20:17:18,662 INFO [train.py:927] (5/8) Epoch 13, batch 7600, giga_loss[loss=0.2301, simple_loss=0.3236, pruned_loss=0.0683, over 12376.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3007, pruned_loss=0.06479, over 2475305.70 frames. utt_duration=409 frames, utt_pad_proportion=0.0776, over 24294.16 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2879, pruned_loss=0.05423, over 2410822.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05594, over 7607.02 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3027, pruned_loss=0.06661, over 2475592.73 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07685, over 25629.01 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 20:19:03,476 INFO [train.py:927] (5/8) Epoch 13, batch 7650, giga_loss[loss=0.1593, simple_loss=0.2564, pruned_loss=0.03113, over 12239.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.05365, over 26.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2981, pruned_loss=0.06233, over 2475526.57 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07336, over 23585.53 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2878, pruned_loss=0.05408, over 2412852.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.05522, over 7614.70 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3002, pruned_loss=0.06429, over 2476224.11 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07335, over 25235.57 utterances.], batch size: 26, lr: 2.98e-04
2022-08-28 20:20:47,987 INFO [train.py:927] (5/8) Epoch 13, batch 7700, giga_loss[loss=0.1862, simple_loss=0.2785, pruned_loss=0.04694, over 12400.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2942, pruned_loss=0.06013, over 2475577.33 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07323, over 24423.99 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2879, pruned_loss=0.05408, over 2413097.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.05499, over 7612.62 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2959, pruned_loss=0.06168, over 2476189.17 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07332, over 25795.51 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 20:22:32,940 INFO [train.py:927] (5/8) Epoch 13, batch 7750, giga_loss[loss=0.2031, simple_loss=0.2945, pruned_loss=0.05586, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2928, pruned_loss=0.05963, over 2475655.77 frames. utt_duration=394.6 frames, utt_pad_proportion=0.0764, over 25189.94 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2876, pruned_loss=0.05389, over 2414284.37 frames. utt_duration=1272 frames, utt_pad_proportion=0.05466, over 7598.64 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2944, pruned_loss=0.06113, over 2476196.75 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07649, over 26596.42 utterances.], batch size: 133, lr: 2.98e-04
2022-08-28 20:24:26,227 INFO [train.py:927] (5/8) Epoch 13, batch 7800, giga_loss[loss=0.2024, simple_loss=0.294, pruned_loss=0.05539, over 12416.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.06003, over 2476380.90 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07456, over 25728.30 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2879, pruned_loss=0.05408, over 2415947.62 frames. utt_duration=1275 frames, utt_pad_proportion=0.05371, over 7586.79 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2962, pruned_loss=0.06118, over 2476696.00 frames. utt_duration=365 frames, utt_pad_proportion=0.07509, over 27247.83 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 20:26:34,534 INFO [train.py:927] (5/8) Epoch 13, batch 7850, giga_loss[loss=0.1961, simple_loss=0.2817, pruned_loss=0.05519, over 12386.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02684, over 85.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2954, pruned_loss=0.05989, over 2476330.77 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07274, over 25868.77 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2885, pruned_loss=0.05423, over 2416758.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.05305, over 7585.99 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2958, pruned_loss=0.06076, over 2476666.07 frames. utt_duration=363.8 frames, utt_pad_proportion=0.0735, over 27333.34 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 20:28:30,894 INFO [train.py:927] (5/8) Epoch 13, batch 7900, giga_loss[loss=0.202, simple_loss=0.2984, pruned_loss=0.05278, over 12415.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05782, over 182.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2935, pruned_loss=0.05771, over 2476016.17 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07033, over 24993.40 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2885, pruned_loss=0.05421, over 2417746.87 frames. utt_duration=1267 frames, utt_pad_proportion=0.0561, over 7641.70 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.05853, over 2476952.54 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07042, over 26576.39 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 20:30:41,450 INFO [train.py:927] (5/8) Epoch 13, batch 7950, giga_loss[loss=0.2111, simple_loss=0.2955, pruned_loss=0.06333, over 12414.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09646, over 256.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2903, pruned_loss=0.05631, over 2476124.22 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06687, over 24592.16 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.288, pruned_loss=0.05395, over 2418942.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05505, over 7614.96 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2912, pruned_loss=0.05726, over 2477063.62 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06747, over 26256.80 utterances.], batch size: 256, lr: 2.98e-04
2022-08-28 20:32:34,446 INFO [train.py:927] (5/8) Epoch 13, batch 8000, giga_loss[loss=0.2186, simple_loss=0.3072, pruned_loss=0.06498, over 12417.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02523, over 91.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05582, over 2476341.17 frames. utt_duration=405.1 frames, utt_pad_proportion=0.0676, over 24532.89 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.288, pruned_loss=0.05404, over 2420437.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.05421, over 7602.56 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2897, pruned_loss=0.05655, over 2477271.06 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06832, over 26338.31 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:34:41,670 INFO [train.py:927] (5/8) Epoch 13, batch 8050, giga_loss[loss=0.1833, simple_loss=0.2831, pruned_loss=0.04175, over 12422.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02747, over 58.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2911, pruned_loss=0.05592, over 2476929.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06613, over 24569.59 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2888, pruned_loss=0.05429, over 2422066.07 frames. utt_duration=1271 frames, utt_pad_proportion=0.05399, over 7629.05 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2911, pruned_loss=0.05633, over 2477715.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06696, over 26462.56 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 20:36:48,409 INFO [train.py:927] (5/8) Epoch 13, batch 8100, giga_loss[loss=0.2047, simple_loss=0.2963, pruned_loss=0.05656, over 12430.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2896, pruned_loss=0.05538, over 2476838.27 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07076, over 24997.30 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.289, pruned_loss=0.0545, over 2423682.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05716, over 7701.20 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2894, pruned_loss=0.05553, over 2477726.13 frames. utt_duration=368.3 frames, utt_pad_proportion=0.07041, over 27000.57 utterances.], batch size: 161, lr: 2.98e-04
2022-08-28 20:38:50,811 INFO [train.py:927] (5/8) Epoch 13, batch 8150, giga_loss[loss=0.1876, simple_loss=0.2861, pruned_loss=0.0446, over 12430.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06443, over 212.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.291, pruned_loss=0.05465, over 2477734.11 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07189, over 25449.21 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2891, pruned_loss=0.05455, over 2424110.51 frames. utt_duration=1257 frames, utt_pad_proportion=0.05762, over 7721.05 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2908, pruned_loss=0.05475, over 2478542.36 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07148, over 27161.63 utterances.], batch size: 212, lr: 2.98e-04
2022-08-28 20:40:55,893 INFO [train.py:927] (5/8) Epoch 13, batch 8200, giga_loss[loss=0.1999, simple_loss=0.2951, pruned_loss=0.05229, over 12402.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03183, over 80.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2914, pruned_loss=0.05368, over 2477666.57 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07263, over 25768.48 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2887, pruned_loss=0.05435, over 2425259.80 frames. utt_duration=1262 frames, utt_pad_proportion=0.05653, over 7696.29 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2916, pruned_loss=0.05391, over 2478477.11 frames. utt_duration=361.1 frames, utt_pad_proportion=0.07259, over 27547.47 utterances.], batch size: 80, lr: 2.98e-04
2022-08-28 20:43:03,917 INFO [train.py:927] (5/8) Epoch 13, batch 8250, giga_loss[loss=0.1856, simple_loss=0.2792, pruned_loss=0.04595, over 12297.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03426, over 28.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2925, pruned_loss=0.05432, over 2477287.78 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07347, over 25798.54 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05418, over 2425560.69 frames. utt_duration=1265 frames, utt_pad_proportion=0.05591, over 7680.95 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2929, pruned_loss=0.05464, over 2478337.40 frames. utt_duration=362.2 frames, utt_pad_proportion=0.07359, over 27458.86 utterances.], batch size: 28, lr: 2.98e-04
2022-08-28 20:45:36,648 INFO [train.py:927] (5/8) Epoch 13, batch 8300, giga_loss[loss=0.2195, simple_loss=0.3032, pruned_loss=0.06793, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02349, over 45.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2927, pruned_loss=0.0549, over 2477105.73 frames. utt_duration=398.6 frames, utt_pad_proportion=0.0696, over 24933.16 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2881, pruned_loss=0.05396, over 2426955.56 frames. utt_duration=1269 frames, utt_pad_proportion=0.05446, over 7659.38 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2935, pruned_loss=0.05537, over 2478345.93 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07046, over 26871.82 utterances.], batch size: 45, lr: 2.98e-04
2022-08-28 20:47:46,186 INFO [train.py:927] (5/8) Epoch 13, batch 8350, giga_loss[loss=0.1928, simple_loss=0.2806, pruned_loss=0.0525, over 12399.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02931, over 62.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2898, pruned_loss=0.05396, over 2478103.38 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06637, over 24874.25 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.05382, over 2427339.68 frames. utt_duration=1272 frames, utt_pad_proportion=0.0542, over 7643.81 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2907, pruned_loss=0.05446, over 2479188.35 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06733, over 26561.78 utterances.], batch size: 62, lr: 2.98e-04
2022-08-28 20:49:50,783 INFO [train.py:927] (5/8) Epoch 13, batch 8400, giga_loss[loss=0.1519, simple_loss=0.2404, pruned_loss=0.03168, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03589, over 28.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2887, pruned_loss=0.05393, over 2477823.75 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06306, over 23746.37 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2877, pruned_loss=0.05384, over 2429213.86 frames. utt_duration=1279 frames, utt_pad_proportion=0.05232, over 7608.27 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2896, pruned_loss=0.05434, over 2479247.95 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06471, over 25884.21 utterances.], batch size: 28, lr: 2.98e-04
2022-08-28 20:51:53,249 INFO [train.py:927] (5/8) Epoch 13, batch 8450, giga_loss[loss=0.1939, simple_loss=0.2745, pruned_loss=0.05665, over 12458.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03479, over 98.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2896, pruned_loss=0.05452, over 2478263.36 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06224, over 23526.69 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2873, pruned_loss=0.05372, over 2430663.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.0512, over 7577.74 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2907, pruned_loss=0.05496, over 2479618.42 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06403, over 25780.14 utterances.], batch size: 98, lr: 2.98e-04
2022-08-28 20:53:54,451 INFO [train.py:927] (5/8) Epoch 13, batch 8500, giga_loss[loss=0.1805, simple_loss=0.2713, pruned_loss=0.04484, over 12467.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02699, over 80.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2898, pruned_loss=0.05546, over 2478421.50 frames. utt_duration=420 frames, utt_pad_proportion=0.06045, over 23670.75 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2874, pruned_loss=0.05376, over 2431385.56 frames. utt_duration=1282 frames, utt_pad_proportion=0.05125, over 7595.99 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2906, pruned_loss=0.0558, over 2479699.03 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06205, over 25739.50 utterances.], batch size: 80, lr: 2.98e-04
2022-08-28 20:56:06,675 INFO [train.py:927] (5/8) Epoch 13, batch 8550, giga_loss[loss=0.1958, simple_loss=0.2886, pruned_loss=0.05153, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03171, over 80.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2908, pruned_loss=0.05557, over 2478340.67 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06397, over 23943.81 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2874, pruned_loss=0.05381, over 2432132.65 frames. utt_duration=1283 frames, utt_pad_proportion=0.05066, over 7592.31 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2916, pruned_loss=0.05583, over 2479710.06 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06522, over 25962.61 utterances.], batch size: 80, lr: 2.98e-04
2022-08-28 20:58:25,584 INFO [train.py:927] (5/8) Epoch 13, batch 8600, giga_loss[loss=0.204, simple_loss=0.2878, pruned_loss=0.06011, over 12447.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04606, over 161.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2906, pruned_loss=0.05559, over 2478003.97 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06438, over 23968.34 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2879, pruned_loss=0.05389, over 2432948.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.05021, over 7604.08 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2908, pruned_loss=0.05577, over 2479384.38 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06553, over 25920.52 utterances.], batch size: 161, lr: 2.98e-04
2022-08-28 21:00:31,328 INFO [train.py:927] (5/8) Epoch 13, batch 8650, giga_loss[loss=0.1905, simple_loss=0.2794, pruned_loss=0.05079, over 12397.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.02588, over 85.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2862, pruned_loss=0.05411, over 2477766.08 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06657, over 23941.32 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.05379, over 2434295.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.04906, over 7584.15 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2864, pruned_loss=0.05437, over 2478863.80 frames. utt_duration=383 frames, utt_pad_proportion=0.06777, over 25971.06 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 21:02:19,261 INFO [train.py:927] (5/8) Epoch 13, batch 8700, giga_loss[loss=0.2067, simple_loss=0.2855, pruned_loss=0.06393, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0413, over 37.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2856, pruned_loss=0.05441, over 2477557.20 frames. utt_duration=405 frames, utt_pad_proportion=0.07359, over 24539.19 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2876, pruned_loss=0.05376, over 2435918.48 frames. utt_duration=1290 frames, utt_pad_proportion=0.04784, over 7559.32 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.286, pruned_loss=0.05467, over 2478710.96 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0746, over 26914.23 utterances.], batch size: 37, lr: 2.98e-04
2022-08-28 21:04:19,725 INFO [train.py:927] (5/8) Epoch 13, batch 8750, libri_loss[loss=0.2038, simple_loss=0.2965, pruned_loss=0.05561, over 12450.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009712, over 39.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2848, pruned_loss=0.05355, over 2476936.05 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07354, over 24411.58 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2874, pruned_loss=0.05361, over 2437296.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.04748, over 7566.76 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2852, pruned_loss=0.0539, over 2478095.48 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07476, over 26965.81 utterances.], batch size: 39, lr: 2.98e-04
2022-08-28 21:06:33,890 INFO [train.py:927] (5/8) Epoch 13, batch 8800, giga_loss[loss=0.1938, simple_loss=0.2817, pruned_loss=0.05293, over 12466.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03477, over 98.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2838, pruned_loss=0.05303, over 2476965.00 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07038, over 24266.23 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2871, pruned_loss=0.0535, over 2438083.34 frames. utt_duration=1294 frames, utt_pad_proportion=0.04673, over 7542.78 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2843, pruned_loss=0.0534, over 2478097.70 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07195, over 26702.60 utterances.], batch size: 98, lr: 2.98e-04
2022-08-28 21:08:42,882 INFO [train.py:927] (5/8) Epoch 13, batch 8850, giga_loss[loss=0.2044, simple_loss=0.288, pruned_loss=0.06039, over 12418.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03916, over 133.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2831, pruned_loss=0.05244, over 2477162.17 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06824, over 23814.23 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05341, over 2439148.52 frames. utt_duration=1294 frames, utt_pad_proportion=0.04676, over 7546.25 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2837, pruned_loss=0.0528, over 2478172.15 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06991, over 26213.49 utterances.], batch size: 133, lr: 2.98e-04
2022-08-28 21:10:42,185 INFO [train.py:927] (5/8) Epoch 13, batch 8900, giga_loss[loss=0.1872, simple_loss=0.2809, pruned_loss=0.04672, over 12382.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03579, over 113.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2819, pruned_loss=0.05243, over 2476855.44 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07075, over 24496.27 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05337, over 2439371.27 frames. utt_duration=1297 frames, utt_pad_proportion=0.04624, over 7534.12 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2824, pruned_loss=0.05274, over 2477957.86 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07204, over 26616.46 utterances.], batch size: 113, lr: 2.98e-04
2022-08-28 21:12:38,929 INFO [train.py:927] (5/8) Epoch 13, batch 8950, giga_loss[loss=0.1927, simple_loss=0.2855, pruned_loss=0.05001, over 12397.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07519, over 213.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2835, pruned_loss=0.05201, over 2477071.01 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06824, over 23981.67 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05341, over 2440354.83 frames. utt_duration=1300 frames, utt_pad_proportion=0.04504, over 7514.71 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2838, pruned_loss=0.05219, over 2478235.14 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06996, over 26222.05 utterances.], batch size: 213, lr: 2.98e-04
2022-08-28 21:14:40,642 INFO [train.py:927] (5/8) Epoch 13, batch 9000, giga_loss[loss=0.1982, simple_loss=0.2878, pruned_loss=0.05433, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03659, over 105.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05286, over 2476960.98 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06541, over 23841.51 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2867, pruned_loss=0.05347, over 2440688.97 frames. utt_duration=1303 frames, utt_pad_proportion=0.04454, over 7502.07 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05293, over 2478065.24 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06721, over 25841.21 utterances.], batch size: 105, lr: 2.98e-04
2022-08-28 21:14:40,642 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 21:14:55,180 INFO [train.py:967] (5/8) 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 21:16:55,708 INFO [train.py:927] (5/8) Epoch 13, batch 9050, giga_loss[loss=0.1815, simple_loss=0.2717, pruned_loss=0.04568, over 12331.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03098, over 85.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2858, pruned_loss=0.05257, over 2477044.69 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06385, over 23840.43 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.287, pruned_loss=0.05355, over 2441228.83 frames. utt_duration=1304 frames, utt_pad_proportion=0.04405, over 7496.59 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2857, pruned_loss=0.05255, over 2477927.21 frames. utt_duration=387.6 frames, utt_pad_proportion=0.0656, over 25650.55 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 21:18:55,794 INFO [train.py:927] (5/8) Epoch 13, batch 9100, giga_loss[loss=0.1758, simple_loss=0.2728, pruned_loss=0.03935, over 12424.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2838, pruned_loss=0.05194, over 2476637.03 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06414, over 23218.40 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05327, over 2442066.83 frames. utt_duration=1307 frames, utt_pad_proportion=0.04331, over 7481.58 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.284, pruned_loss=0.05212, over 2477859.88 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06596, over 25279.32 utterances.], batch size: 133, lr: 2.98e-04
2022-08-28 21:20:59,403 INFO [train.py:927] (5/8) Epoch 13, batch 9150, giga_loss[loss=0.1821, simple_loss=0.2728, pruned_loss=0.04571, over 12339.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03402, over 51.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2845, pruned_loss=0.05258, over 2476866.65 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06429, over 23245.72 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05313, over 2442915.31 frames. utt_duration=1312 frames, utt_pad_proportion=0.04221, over 7454.17 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.285, pruned_loss=0.05281, over 2478163.96 frames. utt_duration=391 frames, utt_pad_proportion=0.0662, over 25428.60 utterances.], batch size: 51, lr: 2.98e-04
2022-08-28 21:23:00,206 INFO [train.py:927] (5/8) Epoch 13, batch 9200, giga_loss[loss=0.1948, simple_loss=0.29, pruned_loss=0.04984, over 12351.00 frames. utt_duration=970 frames, utt_pad_proportion=0.02998, over 51.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2853, pruned_loss=0.05346, over 2477385.68 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06658, over 23981.57 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2859, pruned_loss=0.05299, over 2443279.59 frames. utt_duration=1315 frames, utt_pad_proportion=0.04173, over 7440.41 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2859, pruned_loss=0.05377, over 2478535.41 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06813, over 25949.02 utterances.], batch size: 51, lr: 2.98e-04
2022-08-28 21:24:53,441 INFO [train.py:927] (5/8) Epoch 13, batch 9250, giga_loss[loss=0.1721, simple_loss=0.2753, pruned_loss=0.03445, over 12350.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02637, over 70.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2878, pruned_loss=0.05396, over 2477662.11 frames. utt_duration=428 frames, utt_pad_proportion=0.06283, over 23219.56 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05289, over 2443967.74 frames. utt_duration=1312 frames, utt_pad_proportion=0.04228, over 7460.32 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2883, pruned_loss=0.05433, over 2478735.57 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06437, over 25152.80 utterances.], batch size: 70, lr: 2.98e-04
2022-08-28 21:27:12,720 INFO [train.py:927] (5/8) Epoch 13, batch 9300, giga_loss[loss=0.1762, simple_loss=0.2732, pruned_loss=0.03962, over 12369.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03126, over 58.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05421, over 2477563.72 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06282, over 23047.29 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.05297, over 2444447.89 frames. utt_duration=1312 frames, utt_pad_proportion=0.04159, over 7459.79 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2887, pruned_loss=0.05446, over 2478752.05 frames. utt_duration=398.7 frames, utt_pad_proportion=0.0644, over 24944.42 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 21:29:10,602 INFO [train.py:927] (5/8) Epoch 13, batch 9350, giga_loss[loss=0.1971, simple_loss=0.2823, pruned_loss=0.05597, over 12403.00 frames. utt_duration=584.9 frames, utt_pad_proportion=0.02836, over 85.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2869, pruned_loss=0.05362, over 2478184.06 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06329, over 23432.16 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05282, over 2444801.76 frames. utt_duration=1314 frames, utt_pad_proportion=0.04128, over 7450.21 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2875, pruned_loss=0.05395, over 2479091.21 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06462, over 25072.57 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 21:31:17,887 INFO [train.py:927] (5/8) Epoch 13, batch 9400, giga_loss[loss=0.1504, simple_loss=0.2335, pruned_loss=0.03367, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04052, over 34.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2861, pruned_loss=0.05338, over 2478496.47 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06094, over 22815.72 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05289, over 2445485.13 frames. utt_duration=1315 frames, utt_pad_proportion=0.04067, over 7446.32 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.286, pruned_loss=0.05359, over 2479206.09 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06246, over 24411.73 utterances.], batch size: 34, lr: 2.98e-04
2022-08-28 21:33:13,380 INFO [train.py:927] (5/8) Epoch 13, batch 9450, giga_loss[loss=0.1898, simple_loss=0.2874, pruned_loss=0.04616, over 12432.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05544, over 162.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2857, pruned_loss=0.05263, over 2478033.58 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06069, over 22863.08 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2853, pruned_loss=0.05246, over 2445920.12 frames. utt_duration=1323 frames, utt_pad_proportion=0.03987, over 7401.35 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05318, over 2479226.61 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06224, over 24650.74 utterances.], batch size: 162, lr: 2.98e-04
2022-08-28 21:35:12,559 INFO [train.py:927] (5/8) Epoch 13, batch 9500, giga_loss[loss=0.1786, simple_loss=0.2815, pruned_loss=0.03785, over 12378.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.02868, over 58.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2864, pruned_loss=0.05184, over 2478061.03 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06073, over 23012.28 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2849, pruned_loss=0.05234, over 2446357.21 frames. utt_duration=1328 frames, utt_pad_proportion=0.03926, over 7379.49 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2873, pruned_loss=0.05237, over 2479343.16 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06224, over 24809.74 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 21:37:17,978 INFO [train.py:927] (5/8) Epoch 13, batch 9550, giga_loss[loss=0.2076, simple_loss=0.3033, pruned_loss=0.05592, over 12398.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04133, over 133.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2873, pruned_loss=0.05162, over 2477985.25 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06219, over 24029.61 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2848, pruned_loss=0.05229, over 2446399.42 frames. utt_duration=1328 frames, utt_pad_proportion=0.03912, over 7374.59 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2882, pruned_loss=0.05208, over 2479086.56 frames. utt_duration=390 frames, utt_pad_proportion=0.0633, over 25508.14 utterances.], batch size: 133, lr: 2.98e-04
2022-08-28 21:39:22,431 INFO [train.py:927] (5/8) Epoch 13, batch 9600, giga_loss[loss=0.1834, simple_loss=0.2759, pruned_loss=0.04544, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0279, over 45.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2867, pruned_loss=0.0513, over 2477813.51 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06008, over 23317.37 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2847, pruned_loss=0.05225, over 2447211.26 frames. utt_duration=1330 frames, utt_pad_proportion=0.03862, over 7365.51 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2876, pruned_loss=0.05168, over 2478963.81 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06144, over 25038.07 utterances.], batch size: 45, lr: 2.98e-04
2022-08-28 21:41:34,962 INFO [train.py:927] (5/8) Epoch 13, batch 9650, giga_loss[loss=0.2242, simple_loss=0.3001, pruned_loss=0.07411, over 12391.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.0989, over 256.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2877, pruned_loss=0.05155, over 2477517.14 frames. utt_duration=430 frames, utt_pad_proportion=0.06045, over 23110.89 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2848, pruned_loss=0.05227, over 2447204.85 frames. utt_duration=1332 frames, utt_pad_proportion=0.03817, over 7359.06 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2884, pruned_loss=0.05183, over 2478826.00 frames. utt_duration=403 frames, utt_pad_proportion=0.06171, over 24677.14 utterances.], batch size: 256, lr: 2.98e-04
2022-08-28 21:43:54,247 INFO [train.py:927] (5/8) Epoch 13, batch 9700, giga_loss[loss=0.1942, simple_loss=0.2878, pruned_loss=0.05031, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04482, over 146.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2888, pruned_loss=0.05187, over 2477238.86 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06332, over 23259.69 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05213, over 2447217.56 frames. utt_duration=1338 frames, utt_pad_proportion=0.03756, over 7325.41 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2898, pruned_loss=0.05221, over 2478971.31 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06448, over 24909.48 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 21:46:11,988 INFO [train.py:927] (5/8) Epoch 13, batch 9750, giga_loss[loss=0.1866, simple_loss=0.2806, pruned_loss=0.04624, over 12394.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04507, over 146.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2886, pruned_loss=0.05214, over 2477338.23 frames. utt_duration=430.8 frames, utt_pad_proportion=0.064, over 23064.62 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2847, pruned_loss=0.05216, over 2448073.52 frames. utt_duration=1338 frames, utt_pad_proportion=0.03685, over 7326.74 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2893, pruned_loss=0.05238, over 2479035.43 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06535, over 24960.48 utterances.], batch size: 146, lr: 2.97e-04
2022-08-28 21:48:15,748 INFO [train.py:927] (5/8) Epoch 13, batch 9800, giga_loss[loss=0.241, simple_loss=0.318, pruned_loss=0.08197, over 12382.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09463, over 255.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2876, pruned_loss=0.05159, over 2477383.63 frames. utt_duration=435.4 frames, utt_pad_proportion=0.06092, over 22820.93 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2845, pruned_loss=0.05209, over 2447966.15 frames. utt_duration=1339 frames, utt_pad_proportion=0.03672, over 7322.10 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2882, pruned_loss=0.05184, over 2478930.33 frames. utt_duration=408 frames, utt_pad_proportion=0.06225, over 24374.41 utterances.], batch size: 255, lr: 2.97e-04
2022-08-28 21:50:13,012 INFO [train.py:927] (5/8) Epoch 13, batch 9850, giga_loss[loss=0.1836, simple_loss=0.2846, pruned_loss=0.04135, over 12393.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04647, over 161.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2884, pruned_loss=0.05211, over 2476798.07 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06704, over 23875.61 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2844, pruned_loss=0.05204, over 2448636.22 frames. utt_duration=1340 frames, utt_pad_proportion=0.03598, over 7316.53 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2892, pruned_loss=0.05236, over 2478212.84 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06815, over 25578.25 utterances.], batch size: 161, lr: 2.97e-04
2022-08-28 21:52:03,386 INFO [train.py:927] (5/8) Epoch 13, batch 9900, giga_loss[loss=0.1712, simple_loss=0.26, pruned_loss=0.04124, over 12429.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2868, pruned_loss=0.05158, over 2477442.81 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06371, over 23915.92 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2841, pruned_loss=0.05189, over 2449013.21 frames. utt_duration=1343 frames, utt_pad_proportion=0.03541, over 7302.89 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2878, pruned_loss=0.05189, over 2478856.26 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06511, over 25660.44 utterances.], batch size: 182, lr: 2.97e-04
2022-08-28 21:53:56,484 INFO [train.py:927] (5/8) Epoch 13, batch 9950, giga_loss[loss=0.1857, simple_loss=0.2735, pruned_loss=0.04895, over 12486.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2866, pruned_loss=0.05241, over 2477664.97 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06586, over 24589.50 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.284, pruned_loss=0.05195, over 2449621.31 frames. utt_duration=1343 frames, utt_pad_proportion=0.03502, over 7303.93 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2875, pruned_loss=0.05261, over 2478741.24 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06708, over 26284.00 utterances.], batch size: 43, lr: 2.97e-04
2022-08-28 21:55:38,321 INFO [train.py:927] (5/8) Epoch 13, batch 10000, giga_loss[loss=0.2141, simple_loss=0.311, pruned_loss=0.05864, over 12273.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02706, over 42.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2935, pruned_loss=0.05609, over 2476600.60 frames. utt_duration=426.5 frames, utt_pad_proportion=0.0649, over 23293.14 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2839, pruned_loss=0.05189, over 2449974.43 frames. utt_duration=1345 frames, utt_pad_proportion=0.03455, over 7293.87 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2943, pruned_loss=0.05633, over 2477619.81 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06623, over 24934.03 utterances.], batch size: 42, lr: 2.97e-04
2022-08-28 21:57:21,709 INFO [train.py:927] (5/8) Epoch 13, batch 10050, giga_loss[loss=0.1919, simple_loss=0.2817, pruned_loss=0.0511, over 12397.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.058, over 182.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.295, pruned_loss=0.05767, over 2476283.59 frames. utt_duration=440.5 frames, utt_pad_proportion=0.06294, over 22553.94 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2845, pruned_loss=0.05214, over 2450747.17 frames. utt_duration=1342 frames, utt_pad_proportion=0.03476, over 7312.41 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2955, pruned_loss=0.05779, over 2477091.76 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06438, over 24288.20 utterances.], batch size: 182, lr: 2.97e-04
2022-08-28 21:59:03,583 INFO [train.py:927] (5/8) Epoch 13, batch 10100, giga_loss[loss=0.1573, simple_loss=0.2461, pruned_loss=0.03421, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03218, over 75.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2891, pruned_loss=0.05562, over 2475816.90 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06159, over 21304.18 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2851, pruned_loss=0.05237, over 2451201.35 frames. utt_duration=1344 frames, utt_pad_proportion=0.03403, over 7304.15 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2891, pruned_loss=0.05562, over 2476739.22 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06337, over 23106.78 utterances.], batch size: 75, lr: 2.97e-04
2022-08-28 22:00:46,885 INFO [train.py:927] (5/8) Epoch 13, batch 10150, giga_loss[loss=0.1522, simple_loss=0.2395, pruned_loss=0.03244, over 12396.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02886, over 62.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2813, pruned_loss=0.05347, over 2475244.55 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06187, over 21003.12 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2854, pruned_loss=0.05249, over 2451457.12 frames. utt_duration=1341 frames, utt_pad_proportion=0.03415, over 7318.11 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.281, pruned_loss=0.05337, over 2475960.11 frames. utt_duration=440.9 frames, utt_pad_proportion=0.06335, over 22534.06 utterances.], batch size: 62, lr: 2.97e-04
2022-08-28 22:02:29,395 INFO [train.py:927] (5/8) Epoch 13, batch 10200, giga_loss[loss=0.1832, simple_loss=0.2589, pruned_loss=0.0537, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03336, over 39.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2746, pruned_loss=0.0509, over 2474953.39 frames. utt_duration=501.1 frames, utt_pad_proportion=0.05819, over 19811.31 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.0524, over 2451901.44 frames. utt_duration=1344 frames, utt_pad_proportion=0.03382, over 7306.39 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2742, pruned_loss=0.05089, over 2475429.91 frames. utt_duration=468.2 frames, utt_pad_proportion=0.05986, over 21213.16 utterances.], batch size: 39, lr: 2.97e-04
2022-08-28 22:04:09,077 INFO [train.py:927] (5/8) Epoch 13, batch 10250, giga_loss[loss=0.155, simple_loss=0.249, pruned_loss=0.03051, over 12348.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2699, pruned_loss=0.04947, over 2474434.94 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06004, over 19619.47 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2853, pruned_loss=0.05246, over 2452517.45 frames. utt_duration=1342 frames, utt_pad_proportion=0.03405, over 7315.75 utterances.], giga_tot_loss[loss=0.184, simple_loss=0.2694, pruned_loss=0.04936, over 2474878.38 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06146, over 21056.05 utterances.], batch size: 91, lr: 2.97e-04
2022-08-28 22:05:56,496 INFO [train.py:927] (5/8) Epoch 13, batch 10300, giga_loss[loss=0.1575, simple_loss=0.2393, pruned_loss=0.03788, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.1813, simple_loss=0.2664, pruned_loss=0.04815, over 2474679.26 frames. utt_duration=532 frames, utt_pad_proportion=0.05797, over 18657.81 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2857, pruned_loss=0.05254, over 2453249.26 frames. utt_duration=1337 frames, utt_pad_proportion=0.03414, over 7349.78 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.2649, pruned_loss=0.04784, over 2475152.21 frames. utt_duration=490.9 frames, utt_pad_proportion=0.05965, over 20228.67 utterances.], batch size: 91, lr: 2.97e-04
2022-08-28 22:07:40,425 INFO [train.py:927] (5/8) Epoch 13, batch 10350, giga_loss[loss=0.1389, simple_loss=0.2164, pruned_loss=0.03071, over 12446.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04019, over 31.00 utterances.], tot_loss[loss=0.1771, simple_loss=0.2617, pruned_loss=0.04628, over 2474111.35 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06134, over 18674.41 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2856, pruned_loss=0.05261, over 2453358.53 frames. utt_duration=1335 frames, utt_pad_proportion=0.03436, over 7361.05 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2601, pruned_loss=0.04585, over 2474865.53 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06258, over 20166.14 utterances.], batch size: 31, lr: 2.97e-04
2022-08-28 22:09:21,092 INFO [train.py:927] (5/8) Epoch 13, batch 10400, giga_loss[loss=0.1503, simple_loss=0.23, pruned_loss=0.03527, over 12419.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06669, over 184.00 utterances.], tot_loss[loss=0.1737, simple_loss=0.2579, pruned_loss=0.0448, over 2474067.00 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06186, over 18431.14 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2859, pruned_loss=0.05274, over 2453602.60 frames. utt_duration=1323 frames, utt_pad_proportion=0.03835, over 7425.07 utterances.], giga_tot_loss[loss=0.1719, simple_loss=0.2556, pruned_loss=0.04412, over 2475017.55 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06177, over 19881.87 utterances.], batch size: 184, lr: 2.97e-04
2022-08-28 22:11:04,396 INFO [train.py:927] (5/8) Epoch 13, batch 10450, giga_loss[loss=0.2163, simple_loss=0.3025, pruned_loss=0.06503, over 12380.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03512, over 122.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2592, pruned_loss=0.04618, over 2474452.84 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06446, over 19114.92 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2859, pruned_loss=0.05274, over 2453644.58 frames. utt_duration=1323 frames, utt_pad_proportion=0.0382, over 7423.94 utterances.], giga_tot_loss[loss=0.1743, simple_loss=0.2573, pruned_loss=0.04562, over 2475244.66 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06432, over 20294.10 utterances.], batch size: 122, lr: 2.97e-04
2022-08-28 22:12:49,658 INFO [train.py:927] (5/8) Epoch 13, batch 10500, giga_loss[loss=0.2324, simple_loss=0.3158, pruned_loss=0.07449, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0396, over 40.00 utterances.], tot_loss[loss=0.1867, simple_loss=0.2706, pruned_loss=0.05145, over 2474516.32 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06682, over 19265.49 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2855, pruned_loss=0.0526, over 2454076.75 frames. utt_duration=1327 frames, utt_pad_proportion=0.03769, over 7406.32 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.269, pruned_loss=0.05104, over 2475218.50 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06697, over 20488.15 utterances.], batch size: 40, lr: 2.97e-04
2022-08-28 22:14:30,065 INFO [train.py:927] (5/8) Epoch 13, batch 10550, giga_loss[loss=0.2027, simple_loss=0.291, pruned_loss=0.05719, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.0265, over 48.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2777, pruned_loss=0.05389, over 2474313.41 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06117, over 18569.51 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2855, pruned_loss=0.05267, over 2454450.39 frames. utt_duration=1331 frames, utt_pad_proportion=0.03689, over 7386.53 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2761, pruned_loss=0.05349, over 2475100.97 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06214, over 19874.49 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 22:16:10,942 INFO [train.py:927] (5/8) Epoch 13, batch 10600, giga_loss[loss=0.2052, simple_loss=0.2944, pruned_loss=0.05803, over 12394.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02674, over 66.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2805, pruned_loss=0.0545, over 2474290.60 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05876, over 18007.13 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2846, pruned_loss=0.05234, over 2454430.95 frames. utt_duration=1338 frames, utt_pad_proportion=0.03619, over 7346.48 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2798, pruned_loss=0.05451, over 2475479.16 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06013, over 19379.63 utterances.], batch size: 66, lr: 2.97e-04
2022-08-28 22:17:49,925 INFO [train.py:927] (5/8) Epoch 13, batch 10650, giga_loss[loss=0.2113, simple_loss=0.2957, pruned_loss=0.06346, over 12115.00 frames. utt_duration=1732 frames, utt_pad_proportion=0.04135, over 28.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2848, pruned_loss=0.05694, over 2474566.65 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05846, over 17736.69 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2845, pruned_loss=0.0523, over 2454941.61 frames. utt_duration=1340 frames, utt_pad_proportion=0.03565, over 7337.64 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2843, pruned_loss=0.05703, over 2475413.18 frames. utt_duration=522 frames, utt_pad_proportion=0.05991, over 19022.80 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 22:19:34,025 INFO [train.py:927] (5/8) Epoch 13, batch 10700, giga_loss[loss=0.254, simple_loss=0.3334, pruned_loss=0.08732, over 12398.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04367, over 146.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2894, pruned_loss=0.05871, over 2474273.92 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05978, over 17570.33 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2843, pruned_loss=0.05227, over 2455064.04 frames. utt_duration=1330 frames, utt_pad_proportion=0.04001, over 7394.13 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2892, pruned_loss=0.05892, over 2475252.26 frames. utt_duration=529.1 frames, utt_pad_proportion=0.0597, over 18764.04 utterances.], batch size: 146, lr: 2.97e-04
2022-08-28 22:21:16,033 INFO [train.py:927] (5/8) Epoch 13, batch 10750, libri_loss[loss=0.1639, simple_loss=0.2563, pruned_loss=0.03573, over 12288.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005077, over 32.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2921, pruned_loss=0.05923, over 2474743.72 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06047, over 17233.92 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2839, pruned_loss=0.05217, over 2455782.65 frames. utt_duration=1321 frames, utt_pad_proportion=0.04324, over 7441.87 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2925, pruned_loss=0.05976, over 2475670.21 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05951, over 18571.56 utterances.], batch size: 32, lr: 2.97e-04
2022-08-28 22:22:58,162 INFO [train.py:927] (5/8) Epoch 13, batch 10800, giga_loss[loss=0.2078, simple_loss=0.2978, pruned_loss=0.05888, over 12418.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03352, over 80.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2939, pruned_loss=0.05923, over 2474288.14 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05751, over 16549.07 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2837, pruned_loss=0.05213, over 2456053.76 frames. utt_duration=1324 frames, utt_pad_proportion=0.04277, over 7429.31 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05978, over 2475024.73 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05716, over 17743.23 utterances.], batch size: 80, lr: 2.97e-04
2022-08-28 22:24:43,619 INFO [train.py:927] (5/8) Epoch 13, batch 10850, giga_loss[loss=0.1908, simple_loss=0.2803, pruned_loss=0.0507, over 12232.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03288, over 45.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.0587, over 2474170.76 frames. utt_duration=617.4 frames, utt_pad_proportion=0.0551, over 16069.07 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2836, pruned_loss=0.05217, over 2456372.85 frames. utt_duration=1330 frames, utt_pad_proportion=0.04175, over 7396.66 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.295, pruned_loss=0.05933, over 2475083.98 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05553, over 17350.58 utterances.], batch size: 45, lr: 2.97e-04
2022-08-28 22:26:27,603 INFO [train.py:927] (5/8) Epoch 13, batch 10900, giga_loss[loss=0.3181, simple_loss=0.3763, pruned_loss=0.1299, over 12418.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05487, over 162.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.0602, over 2473307.93 frames. utt_duration=639.6 frames, utt_pad_proportion=0.05337, over 15503.38 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2835, pruned_loss=0.05209, over 2456287.97 frames. utt_duration=1331 frames, utt_pad_proportion=0.04127, over 7387.76 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2971, pruned_loss=0.06084, over 2474328.54 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05408, over 16632.91 utterances.], batch size: 162, lr: 2.97e-04
2022-08-28 22:28:12,673 INFO [train.py:927] (5/8) Epoch 13, batch 10950, libri_loss[loss=0.2041, simple_loss=0.3032, pruned_loss=0.05252, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009564, over 38.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2979, pruned_loss=0.06222, over 2473887.05 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05696, over 16006.30 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.05217, over 2457183.45 frames. utt_duration=1309 frames, utt_pad_proportion=0.04614, over 7518.63 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2986, pruned_loss=0.06308, over 2474591.48 frames. utt_duration=578.5 frames, utt_pad_proportion=0.0558, over 17154.84 utterances.], batch size: 38, lr: 2.97e-04
2022-08-28 22:29:53,930 INFO [train.py:927] (5/8) Epoch 13, batch 11000, giga_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.05097, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04119, over 113.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2966, pruned_loss=0.06221, over 2473161.28 frames. utt_duration=639 frames, utt_pad_proportion=0.05393, over 15517.00 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2844, pruned_loss=0.05225, over 2457471.53 frames. utt_duration=1310 frames, utt_pad_proportion=0.04509, over 7511.94 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2975, pruned_loss=0.06319, over 2474034.73 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05377, over 16751.37 utterances.], batch size: 113, lr: 2.97e-04
2022-08-28 22:31:35,828 INFO [train.py:927] (5/8) Epoch 13, batch 11050, giga_loss[loss=0.2814, simple_loss=0.3348, pruned_loss=0.1141, over 12374.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2958, pruned_loss=0.0622, over 2472903.41 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06299, over 16959.39 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05233, over 2458110.60 frames. utt_duration=1299 frames, utt_pad_proportion=0.04944, over 7579.48 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2967, pruned_loss=0.0631, over 2473280.97 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06096, over 18045.00 utterances.], batch size: 259, lr: 2.97e-04
2022-08-28 22:33:19,975 INFO [train.py:927] (5/8) Epoch 13, batch 11100, giga_loss[loss=0.1837, simple_loss=0.2545, pruned_loss=0.05649, over 12333.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.22, over 376.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2933, pruned_loss=0.06141, over 2472794.67 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06669, over 17572.66 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2843, pruned_loss=0.05228, over 2458178.18 frames. utt_duration=1302 frames, utt_pad_proportion=0.0487, over 7560.07 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2943, pruned_loss=0.06235, over 2473297.42 frames. utt_duration=532.6 frames, utt_pad_proportion=0.0653, over 18628.20 utterances.], batch size: 376, lr: 2.97e-04
2022-08-28 22:35:02,810 INFO [train.py:927] (5/8) Epoch 13, batch 11150, libri_loss[loss=0.1923, simple_loss=0.2857, pruned_loss=0.04948, over 12467.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00905, over 39.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2887, pruned_loss=0.05932, over 2473526.22 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06461, over 17670.89 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2839, pruned_loss=0.05213, over 2458837.72 frames. utt_duration=1308 frames, utt_pad_proportion=0.04732, over 7525.42 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2901, pruned_loss=0.06051, over 2473844.68 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06435, over 18916.38 utterances.], batch size: 39, lr: 2.97e-04
2022-08-28 22:36:46,198 INFO [train.py:927] (5/8) Epoch 13, batch 11200, giga_loss[loss=0.2074, simple_loss=0.2878, pruned_loss=0.06354, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0373, over 37.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2872, pruned_loss=0.05884, over 2474089.33 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06777, over 18091.03 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.284, pruned_loss=0.0523, over 2459303.89 frames. utt_duration=1294 frames, utt_pad_proportion=0.05165, over 7610.21 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2884, pruned_loss=0.05986, over 2474389.92 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06614, over 19331.39 utterances.], batch size: 37, lr: 2.97e-04
2022-08-28 22:38:23,474 INFO [train.py:927] (5/8) Epoch 13, batch 11250, giga_loss[loss=0.2057, simple_loss=0.2867, pruned_loss=0.06229, over 12418.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07152, over 212.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2871, pruned_loss=0.05917, over 2474212.25 frames. utt_duration=542.5 frames, utt_pad_proportion=0.0664, over 18292.13 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.284, pruned_loss=0.05235, over 2459549.83 frames. utt_duration=1292 frames, utt_pad_proportion=0.05183, over 7624.93 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2881, pruned_loss=0.06005, over 2474492.51 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06526, over 19459.76 utterances.], batch size: 212, lr: 2.97e-04
2022-08-28 22:40:07,970 INFO [train.py:927] (5/8) Epoch 13, batch 11300, giga_loss[loss=0.185, simple_loss=0.2703, pruned_loss=0.04986, over 12455.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2837, pruned_loss=0.05782, over 2473170.60 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06571, over 18275.51 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2837, pruned_loss=0.05226, over 2459419.35 frames. utt_duration=1295 frames, utt_pad_proportion=0.05108, over 7602.58 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2848, pruned_loss=0.05872, over 2473784.55 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06524, over 19429.96 utterances.], batch size: 86, lr: 2.97e-04
2022-08-28 22:41:53,061 INFO [train.py:927] (5/8) Epoch 13, batch 11350, giga_loss[loss=0.1885, simple_loss=0.2678, pruned_loss=0.05458, over 12432.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.281, pruned_loss=0.05688, over 2472993.45 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06706, over 17816.57 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2842, pruned_loss=0.05255, over 2459587.87 frames. utt_duration=1283 frames, utt_pad_proportion=0.05495, over 7679.37 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2814, pruned_loss=0.05747, over 2473705.35 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06522, over 18943.97 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 22:43:34,437 INFO [train.py:927] (5/8) Epoch 13, batch 11400, giga_loss[loss=0.1763, simple_loss=0.2534, pruned_loss=0.04962, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0428, over 33.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2783, pruned_loss=0.05578, over 2473001.04 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06339, over 16988.84 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2841, pruned_loss=0.05259, over 2459787.92 frames. utt_duration=1287 frames, utt_pad_proportion=0.05374, over 7655.14 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2785, pruned_loss=0.05632, over 2473755.54 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06263, over 18183.55 utterances.], batch size: 33, lr: 2.97e-04
2022-08-28 22:45:17,689 INFO [train.py:927] (5/8) Epoch 13, batch 11450, giga_loss[loss=0.1826, simple_loss=0.2681, pruned_loss=0.04856, over 12397.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02887, over 58.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2772, pruned_loss=0.05557, over 2474217.20 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06357, over 17222.06 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2848, pruned_loss=0.05296, over 2460466.53 frames. utt_duration=1274 frames, utt_pad_proportion=0.05708, over 7732.12 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2766, pruned_loss=0.05576, over 2474627.30 frames. utt_duration=539 frames, utt_pad_proportion=0.06178, over 18416.02 utterances.], batch size: 58, lr: 2.97e-04
2022-08-28 22:47:00,961 INFO [train.py:927] (5/8) Epoch 13, batch 11500, libri_loss[loss=0.2425, simple_loss=0.3287, pruned_loss=0.07817, over 12299.00 frames. utt_duration=770.2 frames, utt_pad_proportion=0.1258, over 64.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2757, pruned_loss=0.05493, over 2473051.17 frames. utt_duration=592.4 frames, utt_pad_proportion=0.0623, over 16742.14 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2852, pruned_loss=0.05311, over 2460662.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.06027, over 7816.56 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2746, pruned_loss=0.05502, over 2473619.33 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05976, over 17922.69 utterances.], batch size: 64, lr: 2.97e-04
2022-08-28 22:48:46,925 INFO [train.py:927] (5/8) Epoch 13, batch 11550, giga_loss[loss=0.2239, simple_loss=0.3041, pruned_loss=0.07185, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0287, over 48.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2785, pruned_loss=0.05663, over 2472551.72 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06371, over 16971.08 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2853, pruned_loss=0.05318, over 2460768.22 frames. utt_duration=1251 frames, utt_pad_proportion=0.06371, over 7880.38 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2774, pruned_loss=0.05666, over 2473067.89 frames. utt_duration=552 frames, utt_pad_proportion=0.06028, over 17968.44 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 22:50:32,102 INFO [train.py:927] (5/8) Epoch 13, batch 11600, giga_loss[loss=0.21, simple_loss=0.2901, pruned_loss=0.06495, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03423, over 40.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2842, pruned_loss=0.05996, over 2473399.09 frames. utt_duration=551.1 frames, utt_pad_proportion=0.07022, over 18001.54 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2851, pruned_loss=0.05305, over 2460980.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.06299, over 7864.30 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2834, pruned_loss=0.06016, over 2473781.17 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06762, over 18922.04 utterances.], batch size: 40, lr: 2.97e-04
2022-08-28 22:52:18,764 INFO [train.py:927] (5/8) Epoch 13, batch 11650, giga_loss[loss=0.2066, simple_loss=0.2919, pruned_loss=0.06065, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03503, over 51.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2886, pruned_loss=0.06107, over 2473615.49 frames. utt_duration=550.9 frames, utt_pad_proportion=0.07034, over 18010.79 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2851, pruned_loss=0.05299, over 2461393.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.06275, over 7873.01 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2879, pruned_loss=0.06141, over 2473783.15 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06843, over 18912.58 utterances.], batch size: 51, lr: 2.97e-04
2022-08-28 22:54:02,123 INFO [train.py:927] (5/8) Epoch 13, batch 11700, giga_loss[loss=0.2012, simple_loss=0.2801, pruned_loss=0.0611, over 12163.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03092, over 36.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.296, pruned_loss=0.06448, over 2473730.77 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0671, over 18279.84 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05291, over 2461671.98 frames. utt_duration=1253 frames, utt_pad_proportion=0.06199, over 7865.93 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2955, pruned_loss=0.06496, over 2473771.51 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06606, over 19143.68 utterances.], batch size: 36, lr: 2.97e-04
2022-08-28 22:55:43,645 INFO [train.py:927] (5/8) Epoch 13, batch 11750, giga_loss[loss=0.2053, simple_loss=0.2844, pruned_loss=0.06312, over 12365.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.1965, over 368.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2947, pruned_loss=0.06211, over 2474463.65 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06518, over 18485.90 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.0529, over 2462260.22 frames. utt_duration=1253 frames, utt_pad_proportion=0.06094, over 7867.97 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2945, pruned_loss=0.06279, over 2474296.86 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06485, over 19466.03 utterances.], batch size: 368, lr: 2.97e-04
2022-08-28 22:57:25,147 INFO [train.py:927] (5/8) Epoch 13, batch 11800, libri_loss[loss=0.2107, simple_loss=0.3015, pruned_loss=0.05991, over 12141.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006479, over 35.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2944, pruned_loss=0.0611, over 2473777.06 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06107, over 18218.30 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2851, pruned_loss=0.05274, over 2461688.89 frames. utt_duration=1260 frames, utt_pad_proportion=0.05935, over 7827.21 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2947, pruned_loss=0.06204, over 2474525.61 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06161, over 19361.79 utterances.], batch size: 35, lr: 2.97e-04
2022-08-28 22:59:09,376 INFO [train.py:927] (5/8) Epoch 13, batch 11850, giga_loss[loss=0.22, simple_loss=0.3031, pruned_loss=0.06844, over 12425.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05465, over 162.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2957, pruned_loss=0.06153, over 2474217.54 frames. utt_duration=540.5 frames, utt_pad_proportion=0.0628, over 18361.25 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05281, over 2462023.91 frames. utt_duration=1260 frames, utt_pad_proportion=0.05804, over 7823.22 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2961, pruned_loss=0.0625, over 2474904.86 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06368, over 19617.95 utterances.], batch size: 162, lr: 2.97e-04
2022-08-28 23:00:55,118 INFO [train.py:927] (5/8) Epoch 13, batch 11900, giga_loss[loss=0.206, simple_loss=0.2898, pruned_loss=0.06113, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02546, over 48.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2972, pruned_loss=0.06251, over 2473662.99 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05889, over 17640.65 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2854, pruned_loss=0.05284, over 2462351.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05696, over 7798.95 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2977, pruned_loss=0.06346, over 2474183.00 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06028, over 18896.24 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 23:02:38,756 INFO [train.py:927] (5/8) Epoch 13, batch 11950, giga_loss[loss=0.1853, simple_loss=0.2775, pruned_loss=0.04653, over 12326.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.03207, over 28.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2989, pruned_loss=0.06407, over 2473833.45 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05651, over 17570.84 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05284, over 2462519.92 frames. utt_duration=1267 frames, utt_pad_proportion=0.05635, over 7782.10 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2992, pruned_loss=0.06497, over 2474231.77 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05798, over 18710.89 utterances.], batch size: 28, lr: 2.96e-04
2022-08-28 23:04:23,087 INFO [train.py:927] (5/8) Epoch 13, batch 12000, giga_loss[loss=0.2218, simple_loss=0.3178, pruned_loss=0.06294, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03239, over 97.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3007, pruned_loss=0.06489, over 2473185.78 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05668, over 17622.80 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2852, pruned_loss=0.05267, over 2462720.00 frames. utt_duration=1272 frames, utt_pad_proportion=0.05565, over 7755.58 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3016, pruned_loss=0.06596, over 2473524.95 frames. utt_duration=530 frames, utt_pad_proportion=0.05808, over 18719.76 utterances.], batch size: 97, lr: 2.96e-04
2022-08-28 23:04:23,089 INFO [train.py:958] (5/8) Computing validation loss
2022-08-28 23:04:36,922 INFO [train.py:967] (5/8) 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 23:06:20,302 INFO [train.py:927] (5/8) Epoch 13, batch 12050, giga_loss[loss=0.2177, simple_loss=0.3037, pruned_loss=0.06585, over 12460.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03194, over 86.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3027, pruned_loss=0.06613, over 2473143.55 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05868, over 17631.45 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2853, pruned_loss=0.05277, over 2463015.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.05533, over 7760.23 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3036, pruned_loss=0.06706, over 2473284.67 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0598, over 18620.46 utterances.], batch size: 86, lr: 2.96e-04
2022-08-28 23:08:03,946 INFO [train.py:927] (5/8) Epoch 13, batch 12100, giga_loss[loss=0.1891, simple_loss=0.2813, pruned_loss=0.04843, over 12417.00 frames. utt_duration=753.9 frames, utt_pad_proportion=0.02472, over 66.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3016, pruned_loss=0.06612, over 2473199.91 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06083, over 17912.76 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05289, over 2463038.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05558, over 7775.58 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3024, pruned_loss=0.06694, over 2473435.82 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06158, over 18823.53 utterances.], batch size: 66, lr: 2.96e-04
2022-08-28 23:09:44,414 INFO [train.py:927] (5/8) Epoch 13, batch 12150, giga_loss[loss=0.2404, simple_loss=0.3267, pruned_loss=0.0771, over 12365.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.301, pruned_loss=0.06587, over 2472856.38 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05651, over 16600.89 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2859, pruned_loss=0.05304, over 2463126.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.05559, over 7793.71 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3014, pruned_loss=0.06654, over 2473104.89 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05737, over 17434.71 utterances.], batch size: 70, lr: 2.96e-04
2022-08-28 23:11:25,337 INFO [train.py:927] (5/8) Epoch 13, batch 12200, giga_loss[loss=0.216, simple_loss=0.3022, pruned_loss=0.06493, over 12386.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03877, over 145.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3004, pruned_loss=0.06526, over 2472618.85 frames. utt_duration=614.8 frames, utt_pad_proportion=0.058, over 16126.79 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05324, over 2463805.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05879, over 7844.53 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.301, pruned_loss=0.06602, over 2472494.79 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05723, over 17018.84 utterances.], batch size: 145, lr: 2.96e-04
2022-08-28 23:13:07,762 INFO [train.py:927] (5/8) Epoch 13, batch 12250, giga_loss[loss=0.2281, simple_loss=0.3046, pruned_loss=0.07581, over 12097.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.0397, over 30.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3002, pruned_loss=0.06529, over 2472261.99 frames. utt_duration=610 frames, utt_pad_proportion=0.05863, over 16251.47 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2859, pruned_loss=0.05327, over 2463574.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.058, over 7824.86 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3011, pruned_loss=0.06605, over 2472495.43 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05833, over 17120.48 utterances.], batch size: 30, lr: 2.96e-04
2022-08-28 23:14:53,917 INFO [train.py:927] (5/8) Epoch 13, batch 12300, giga_loss[loss=0.2015, simple_loss=0.2857, pruned_loss=0.05863, over 12350.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03195, over 85.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2989, pruned_loss=0.06491, over 2472568.09 frames. utt_duration=621.1 frames, utt_pad_proportion=0.058, over 15962.07 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05332, over 2463506.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05737, over 7805.59 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2997, pruned_loss=0.06563, over 2472940.46 frames. utt_duration=591 frames, utt_pad_proportion=0.05806, over 16779.04 utterances.], batch size: 85, lr: 2.96e-04
2022-08-28 23:16:32,420 INFO [train.py:927] (5/8) Epoch 13, batch 12350, giga_loss[loss=0.1773, simple_loss=0.2665, pruned_loss=0.04407, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03585, over 28.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2958, pruned_loss=0.06357, over 2472759.59 frames. utt_duration=624 frames, utt_pad_proportion=0.06454, over 15889.64 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2864, pruned_loss=0.05339, over 2463666.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05716, over 7818.37 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2961, pruned_loss=0.06423, over 2473045.00 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06447, over 16641.66 utterances.], batch size: 28, lr: 2.96e-04
2022-08-28 23:18:17,450 INFO [train.py:927] (5/8) Epoch 13, batch 12400, giga_loss[loss=0.1784, simple_loss=0.2641, pruned_loss=0.04634, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04366, over 31.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2934, pruned_loss=0.06274, over 2473070.17 frames. utt_duration=624.4 frames, utt_pad_proportion=0.06401, over 15881.71 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05349, over 2463726.16 frames. utt_duration=1262 frames, utt_pad_proportion=0.05685, over 7815.08 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2937, pruned_loss=0.06332, over 2473361.76 frames. utt_duration=598.1 frames, utt_pad_proportion=0.06412, over 16581.77 utterances.], batch size: 31, lr: 2.96e-04
2022-08-28 23:19:57,794 INFO [train.py:927] (5/8) Epoch 13, batch 12450, giga_loss[loss=0.1788, simple_loss=0.2585, pruned_loss=0.04952, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04013, over 28.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2899, pruned_loss=0.06156, over 2472898.94 frames. utt_duration=618.4 frames, utt_pad_proportion=0.06213, over 16034.58 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.0536, over 2463703.93 frames. utt_duration=1263 frames, utt_pad_proportion=0.05629, over 7809.95 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2903, pruned_loss=0.06204, over 2473255.78 frames. utt_duration=594 frames, utt_pad_proportion=0.06258, over 16696.75 utterances.], batch size: 28, lr: 2.96e-04
2022-08-28 23:21:39,406 INFO [train.py:927] (5/8) Epoch 13, batch 12500, giga_loss[loss=0.187, simple_loss=0.2777, pruned_loss=0.04816, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03339, over 58.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2867, pruned_loss=0.05996, over 2471956.45 frames. utt_duration=624.5 frames, utt_pad_proportion=0.06166, over 15870.12 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.05352, over 2463675.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05583, over 7786.89 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2872, pruned_loss=0.06051, over 2472393.74 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06225, over 16525.62 utterances.], batch size: 58, lr: 2.96e-04
2022-08-28 23:23:23,487 INFO [train.py:927] (5/8) Epoch 13, batch 12550, libri_loss[loss=0.2445, simple_loss=0.3355, pruned_loss=0.07679, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006089, over 33.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2875, pruned_loss=0.0596, over 2472115.95 frames. utt_duration=625.9 frames, utt_pad_proportion=0.0586, over 15837.72 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.287, pruned_loss=0.05411, over 2464036.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.05535, over 7799.72 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2872, pruned_loss=0.05968, over 2472385.01 frames. utt_duration=598.4 frames, utt_pad_proportion=0.05947, over 16566.92 utterances.], batch size: 33, lr: 2.96e-04
2022-08-28 23:25:05,403 INFO [train.py:927] (5/8) Epoch 13, batch 12600, giga_loss[loss=0.1955, simple_loss=0.291, pruned_loss=0.05, over 12381.00 frames. utt_duration=972.6 frames, utt_pad_proportion=0.02935, over 51.00 utterances.], tot_loss[loss=0.205, simple_loss=0.29, pruned_loss=0.06004, over 2472600.45 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06232, over 16982.40 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05449, over 2464219.37 frames. utt_duration=1253 frames, utt_pad_proportion=0.0587, over 7874.52 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2891, pruned_loss=0.05989, over 2472834.65 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06153, over 17683.49 utterances.], batch size: 51, lr: 2.96e-04
2022-08-28 23:26:42,163 INFO [train.py:927] (5/8) Epoch 13, batch 12650, giga_loss[loss=0.2059, simple_loss=0.2902, pruned_loss=0.06085, over 12409.00 frames. utt_duration=904 frames, utt_pad_proportion=0.0311, over 55.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2904, pruned_loss=0.05958, over 2473345.81 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05919, over 17850.59 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2883, pruned_loss=0.05496, over 2464079.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.05823, over 7874.09 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2893, pruned_loss=0.05918, over 2473881.23 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05892, over 18683.56 utterances.], batch size: 55, lr: 2.96e-04
2022-08-28 23:28:27,149 INFO [train.py:927] (5/8) Epoch 13, batch 12700, giga_loss[loss=0.2223, simple_loss=0.2991, pruned_loss=0.07276, over 12364.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1946, over 365.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2903, pruned_loss=0.05959, over 2474585.27 frames. utt_duration=552 frames, utt_pad_proportion=0.06108, over 17979.50 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.055, over 2464676.06 frames. utt_duration=1257 frames, utt_pad_proportion=0.05715, over 7851.34 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2895, pruned_loss=0.05933, over 2474681.69 frames. utt_duration=525.4 frames, utt_pad_proportion=0.0612, over 18894.76 utterances.], batch size: 365, lr: 2.96e-04
2022-08-28 23:30:04,451 INFO [train.py:927] (5/8) Epoch 13, batch 12750, giga_loss[loss=0.1905, simple_loss=0.2736, pruned_loss=0.05375, over 12293.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03377, over 28.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2902, pruned_loss=0.05933, over 2473845.25 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05927, over 17607.23 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2885, pruned_loss=0.05513, over 2464379.57 frames. utt_duration=1261 frames, utt_pad_proportion=0.05634, over 7826.50 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2894, pruned_loss=0.05908, over 2474348.41 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05979, over 18536.68 utterances.], batch size: 28, lr: 2.96e-04
2022-08-28 23:31:42,808 INFO [train.py:927] (5/8) Epoch 13, batch 12800, libri_loss[loss=0.2253, simple_loss=0.2804, pruned_loss=0.0851, over 12213.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01004, over 29.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2928, pruned_loss=0.0604, over 2474033.20 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06231, over 17930.95 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2884, pruned_loss=0.05528, over 2464635.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.05633, over 7821.01 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2923, pruned_loss=0.06015, over 2474437.55 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06262, over 18903.98 utterances.], batch size: 29, lr: 2.96e-04
2022-08-28 23:33:23,628 INFO [train.py:927] (5/8) Epoch 13, batch 12850, giga_loss[loss=0.2223, simple_loss=0.3039, pruned_loss=0.07031, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03143, over 58.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2933, pruned_loss=0.06038, over 2474232.93 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06415, over 17712.23 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2887, pruned_loss=0.05541, over 2464927.44 frames. utt_duration=1258 frames, utt_pad_proportion=0.05641, over 7847.35 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2928, pruned_loss=0.06016, over 2474462.56 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06433, over 18647.33 utterances.], batch size: 58, lr: 2.96e-04
2022-08-28 23:35:04,034 INFO [train.py:927] (5/8) Epoch 13, batch 12900, giga_loss[loss=0.1993, simple_loss=0.2905, pruned_loss=0.05401, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0405, over 113.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2926, pruned_loss=0.05996, over 2474006.16 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06122, over 16997.44 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2888, pruned_loss=0.05559, over 2465004.71 frames. utt_duration=1260 frames, utt_pad_proportion=0.05599, over 7834.92 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2921, pruned_loss=0.05965, over 2474202.30 frames. utt_duration=556.5 frames, utt_pad_proportion=0.0617, over 17832.67 utterances.], batch size: 113, lr: 2.96e-04
2022-08-28 23:36:42,884 INFO [train.py:927] (5/8) Epoch 13, batch 12950, giga_loss[loss=0.1746, simple_loss=0.2554, pruned_loss=0.04686, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04116, over 31.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2899, pruned_loss=0.05893, over 2473824.87 frames. utt_duration=600.1 frames, utt_pad_proportion=0.06199, over 16531.56 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2888, pruned_loss=0.05562, over 2465335.56 frames. utt_duration=1257 frames, utt_pad_proportion=0.05574, over 7856.91 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2896, pruned_loss=0.05876, over 2473911.47 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06253, over 17416.70 utterances.], batch size: 31, lr: 2.96e-04
2022-08-28 23:38:24,721 INFO [train.py:927] (5/8) Epoch 13, batch 13000, giga_loss[loss=0.1917, simple_loss=0.2861, pruned_loss=0.04863, over 12360.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03131, over 85.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2897, pruned_loss=0.05849, over 2473714.33 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05984, over 16468.96 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05572, over 2465637.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05512, over 7849.09 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2894, pruned_loss=0.05831, over 2473632.25 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06065, over 17287.58 utterances.], batch size: 85, lr: 2.96e-04
2022-08-28 23:40:01,610 INFO [train.py:927] (5/8) Epoch 13, batch 13050, libri_loss[loss=0.2316, simple_loss=0.3078, pruned_loss=0.07772, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006325, over 36.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2918, pruned_loss=0.05914, over 2473440.07 frames. utt_duration=586 frames, utt_pad_proportion=0.05682, over 16927.03 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2892, pruned_loss=0.05617, over 2465999.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05476, over 7874.15 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2913, pruned_loss=0.05869, over 2473407.55 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05786, over 17984.60 utterances.], batch size: 36, lr: 2.96e-04
2022-08-28 23:41:39,353 INFO [train.py:927] (5/8) Epoch 13, batch 13100, giga_loss[loss=0.2169, simple_loss=0.2928, pruned_loss=0.07057, over 12395.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06385, over 183.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2902, pruned_loss=0.05909, over 2473786.32 frames. utt_duration=586.7 frames, utt_pad_proportion=0.0535, over 16909.01 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2892, pruned_loss=0.05638, over 2465842.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.05401, over 7865.30 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2899, pruned_loss=0.05862, over 2474077.57 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05481, over 17965.54 utterances.], batch size: 183, lr: 2.96e-04
2022-08-28 23:43:20,834 INFO [train.py:927] (5/8) Epoch 13, batch 13150, giga_loss[loss=0.1801, simple_loss=0.2653, pruned_loss=0.04749, over 12435.00 frames. utt_duration=906 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2888, pruned_loss=0.05951, over 2473380.93 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05565, over 17294.39 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2895, pruned_loss=0.0568, over 2465791.99 frames. utt_duration=1247 frames, utt_pad_proportion=0.05716, over 7917.08 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2883, pruned_loss=0.05885, over 2473876.94 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05527, over 18399.61 utterances.], batch size: 55, lr: 2.96e-04
2022-08-28 23:45:00,765 INFO [train.py:927] (5/8) Epoch 13, batch 13200, giga_loss[loss=0.2055, simple_loss=0.2956, pruned_loss=0.05769, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2866, pruned_loss=0.05888, over 2472981.24 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05295, over 16738.05 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2894, pruned_loss=0.05699, over 2465408.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.05634, over 7888.92 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2862, pruned_loss=0.05821, over 2473895.75 frames. utt_duration=557 frames, utt_pad_proportion=0.05311, over 17813.09 utterances.], batch size: 75, lr: 2.96e-04
2022-08-28 23:46:39,150 INFO [train.py:927] (5/8) Epoch 13, batch 13250, giga_loss[loss=0.1852, simple_loss=0.2723, pruned_loss=0.04905, over 12373.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2825, pruned_loss=0.05728, over 2472775.32 frames. utt_duration=612.8 frames, utt_pad_proportion=0.04992, over 16180.04 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2894, pruned_loss=0.05717, over 2465275.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.05563, over 7862.36 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2821, pruned_loss=0.0566, over 2473732.76 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05048, over 17215.08 utterances.], batch size: 66, lr: 2.96e-04
2022-08-28 23:48:18,801 INFO [train.py:927] (5/8) Epoch 13, batch 13300, giga_loss[loss=0.2318, simple_loss=0.3028, pruned_loss=0.08036, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03471, over 30.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2815, pruned_loss=0.0572, over 2472995.95 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05007, over 16264.74 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2893, pruned_loss=0.05727, over 2465321.50 frames. utt_duration=1258 frames, utt_pad_proportion=0.05518, over 7850.41 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2812, pruned_loss=0.05656, over 2473831.05 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05065, over 17207.45 utterances.], batch size: 30, lr: 2.96e-04
2022-08-28 23:50:00,248 INFO [train.py:927] (5/8) Epoch 13, batch 13350, libri_loss[loss=0.2113, simple_loss=0.2992, pruned_loss=0.06171, over 12450.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005942, over 35.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2845, pruned_loss=0.05825, over 2473043.74 frames. utt_duration=610 frames, utt_pad_proportion=0.05066, over 16256.80 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2893, pruned_loss=0.05735, over 2465299.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05414, over 7823.26 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.284, pruned_loss=0.05768, over 2473915.79 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05149, over 17272.50 utterances.], batch size: 35, lr: 2.96e-04
2022-08-28 23:51:39,558 INFO [train.py:927] (5/8) Epoch 13, batch 13400, giga_loss[loss=0.226, simple_loss=0.3037, pruned_loss=0.07416, over 12382.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03608, over 80.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2875, pruned_loss=0.05919, over 2473741.49 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05319, over 16864.84 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2895, pruned_loss=0.05747, over 2465445.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05391, over 7821.14 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.287, pruned_loss=0.05865, over 2474325.51 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05379, over 17701.02 utterances.], batch size: 80, lr: 2.96e-04
2022-08-28 23:53:22,732 INFO [train.py:927] (5/8) Epoch 13, batch 13450, giga_loss[loss=0.226, simple_loss=0.3119, pruned_loss=0.07003, over 12447.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.0315, over 80.00 utterances.], tot_loss[loss=0.209, simple_loss=0.293, pruned_loss=0.06247, over 2474434.93 frames. utt_duration=583.7 frames, utt_pad_proportion=0.0532, over 17001.55 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2899, pruned_loss=0.05763, over 2465549.36 frames. utt_duration=1261 frames, utt_pad_proportion=0.05362, over 7829.89 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2922, pruned_loss=0.06191, over 2474880.78 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05379, over 17732.15 utterances.], batch size: 80, lr: 2.96e-04
2022-08-28 23:54:59,751 INFO [train.py:927] (5/8) Epoch 13, batch 13500, giga_loss[loss=0.2723, simple_loss=0.358, pruned_loss=0.0933, over 12441.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2985, pruned_loss=0.06591, over 2474314.40 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05642, over 17367.43 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2897, pruned_loss=0.05799, over 2465725.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.05255, over 7815.23 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2983, pruned_loss=0.06541, over 2474917.40 frames. utt_duration=539 frames, utt_pad_proportion=0.05726, over 18416.75 utterances.], batch size: 80, lr: 2.96e-04
2022-08-28 23:56:40,516 INFO [train.py:927] (5/8) Epoch 13, batch 13550, giga_loss[loss=0.2805, simple_loss=0.3505, pruned_loss=0.1052, over 12367.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.053, over 161.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3056, pruned_loss=0.07151, over 2474502.12 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06374, over 18751.40 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2896, pruned_loss=0.05805, over 2465613.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.0515, over 7794.15 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3059, pruned_loss=0.07132, over 2475302.76 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06439, over 19868.42 utterances.], batch size: 161, lr: 2.96e-04
2022-08-28 23:58:24,576 INFO [train.py:927] (5/8) Epoch 13, batch 13600, giga_loss[loss=0.2612, simple_loss=0.338, pruned_loss=0.09221, over 12436.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3121, pruned_loss=0.07619, over 2474830.78 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06297, over 19456.03 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.29, pruned_loss=0.05843, over 2465617.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.05496, over 7849.64 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3124, pruned_loss=0.07612, over 2475729.29 frames. utt_duration=482 frames, utt_pad_proportion=0.06234, over 20610.30 utterances.], batch size: 146, lr: 2.96e-04
2022-08-29 00:00:10,211 INFO [train.py:927] (5/8) Epoch 13, batch 13650, giga_loss[loss=0.2171, simple_loss=0.3016, pruned_loss=0.0663, over 12351.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02852, over 66.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3158, pruned_loss=0.07953, over 2474901.94 frames. utt_duration=502 frames, utt_pad_proportion=0.06208, over 19780.00 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.29, pruned_loss=0.05849, over 2465620.98 frames. utt_duration=1261 frames, utt_pad_proportion=0.05382, over 7832.13 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3168, pruned_loss=0.07994, over 2475862.68 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06211, over 21039.69 utterances.], batch size: 66, lr: 2.96e-04
2022-08-29 00:01:56,154 INFO [train.py:927] (5/8) Epoch 13, batch 13700, giga_loss[loss=0.2678, simple_loss=0.3466, pruned_loss=0.0945, over 12424.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03638, over 113.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3205, pruned_loss=0.08346, over 2475324.00 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06445, over 20456.57 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2901, pruned_loss=0.0587, over 2465343.14 frames. utt_duration=1263 frames, utt_pad_proportion=0.05303, over 7814.70 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3216, pruned_loss=0.08401, over 2476502.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06465, over 21691.02 utterances.], batch size: 113, lr: 2.96e-04
2022-08-29 00:03:42,474 INFO [train.py:927] (5/8) Epoch 13, batch 13750, giga_loss[loss=0.2435, simple_loss=0.3211, pruned_loss=0.08296, over 12371.00 frames. utt_duration=751 frames, utt_pad_proportion=0.0284, over 66.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08499, over 2475795.63 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06866, over 20578.00 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2898, pruned_loss=0.05869, over 2465361.89 frames. utt_duration=1267 frames, utt_pad_proportion=0.05256, over 7793.53 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3226, pruned_loss=0.08577, over 2476844.39 frames. utt_duration=457 frames, utt_pad_proportion=0.06884, over 21746.46 utterances.], batch size: 66, lr: 2.96e-04
2022-08-29 00:05:26,298 INFO [train.py:927] (5/8) Epoch 13, batch 13800, giga_loss[loss=0.3308, simple_loss=0.3703, pruned_loss=0.1457, over 12388.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08654, over 2475844.46 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07435, over 21614.81 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2902, pruned_loss=0.059, over 2465648.07 frames. utt_duration=1271 frames, utt_pad_proportion=0.05137, over 7768.05 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3245, pruned_loss=0.08765, over 2476704.83 frames. utt_duration=433 frames, utt_pad_proportion=0.0748, over 22959.20 utterances.], batch size: 259, lr: 2.96e-04
2022-08-29 00:07:10,729 INFO [train.py:927] (5/8) Epoch 13, batch 13850, giga_loss[loss=0.2941, simple_loss=0.3411, pruned_loss=0.1236, over 12332.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3246, pruned_loss=0.08747, over 2476427.98 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08217, over 23002.20 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2907, pruned_loss=0.05933, over 2465893.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.05164, over 7804.36 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.326, pruned_loss=0.08842, over 2477030.69 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08216, over 24222.19 utterances.], batch size: 370, lr: 2.96e-04
2022-08-29 00:08:59,554 INFO [train.py:927] (5/8) Epoch 13, batch 13900, giga_loss[loss=0.2274, simple_loss=0.3149, pruned_loss=0.06993, over 12385.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3217, pruned_loss=0.08371, over 2474434.69 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07788, over 21752.63 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2908, pruned_loss=0.05952, over 2465828.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.0509, over 7797.31 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3234, pruned_loss=0.08477, over 2475153.86 frames. utt_duration=432.1 frames, utt_pad_proportion=0.0785, over 22993.08 utterances.], batch size: 133, lr: 2.96e-04
2022-08-29 00:10:46,038 INFO [train.py:927] (5/8) Epoch 13, batch 13950, giga_loss[loss=0.2209, simple_loss=0.3133, pruned_loss=0.06423, over 12355.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3187, pruned_loss=0.08055, over 2473571.90 frames. utt_duration=458.7 frames, utt_pad_proportion=0.081, over 21637.46 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2907, pruned_loss=0.05956, over 2465435.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.04995, over 7768.69 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3207, pruned_loss=0.08185, over 2474684.39 frames. utt_duration=432.7 frames, utt_pad_proportion=0.0818, over 22955.27 utterances.], batch size: 62, lr: 2.96e-04
2022-08-29 00:12:28,295 INFO [train.py:927] (5/8) Epoch 13, batch 14000, libri_loss[loss=0.1846, simple_loss=0.2671, pruned_loss=0.05105, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005316, over 32.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3146, pruned_loss=0.07807, over 2473622.99 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07645, over 20600.50 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2901, pruned_loss=0.0596, over 2465072.43 frames. utt_duration=1278 frames, utt_pad_proportion=0.04878, over 7726.12 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3178, pruned_loss=0.07987, over 2475200.81 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07808, over 22249.23 utterances.], batch size: 32, lr: 2.96e-04
2022-08-29 00:14:12,205 INFO [train.py:927] (5/8) Epoch 13, batch 14050, giga_loss[loss=0.2218, simple_loss=0.3137, pruned_loss=0.06491, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3151, pruned_loss=0.07802, over 2473508.66 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07233, over 20332.78 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2899, pruned_loss=0.05962, over 2464729.93 frames. utt_duration=1283 frames, utt_pad_proportion=0.04801, over 7692.36 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3183, pruned_loss=0.07981, over 2475221.70 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07431, over 21938.27 utterances.], batch size: 58, lr: 2.96e-04
2022-08-29 00:16:01,784 INFO [train.py:927] (5/8) Epoch 13, batch 14100, giga_loss[loss=0.2426, simple_loss=0.3232, pruned_loss=0.08097, over 12354.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03054, over 85.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3148, pruned_loss=0.07726, over 2473707.67 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07681, over 20994.64 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.29, pruned_loss=0.0599, over 2465264.95 frames. utt_duration=1287 frames, utt_pad_proportion=0.04705, over 7673.71 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.318, pruned_loss=0.07893, over 2474832.58 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07855, over 22636.54 utterances.], batch size: 85, lr: 2.96e-04
2022-08-29 00:17:48,587 INFO [train.py:927] (5/8) Epoch 13, batch 14150, giga_loss[loss=0.2832, simple_loss=0.3428, pruned_loss=0.1118, over 12378.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07113, over 212.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3157, pruned_loss=0.07697, over 2473901.22 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07655, over 21397.86 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2898, pruned_loss=0.05983, over 2464895.47 frames. utt_duration=1290 frames, utt_pad_proportion=0.04657, over 7652.69 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3187, pruned_loss=0.07858, over 2475219.26 frames. utt_duration=434 frames, utt_pad_proportion=0.07817, over 22891.95 utterances.], batch size: 212, lr: 2.96e-04
2022-08-29 00:19:35,726 INFO [train.py:927] (5/8) Epoch 13, batch 14200, giga_loss[loss=0.2129, simple_loss=0.2951, pruned_loss=0.06534, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02627, over 45.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3155, pruned_loss=0.07752, over 2473411.02 frames. utt_duration=459 frames, utt_pad_proportion=0.07735, over 21625.05 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2898, pruned_loss=0.05994, over 2464762.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05584, over 7797.84 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3188, pruned_loss=0.0793, over 2474889.84 frames. utt_duration=428.6 frames, utt_pad_proportion=0.0763, over 23176.28 utterances.], batch size: 45, lr: 2.95e-04
2022-08-29 00:21:25,904 INFO [train.py:927] (5/8) Epoch 13, batch 14250, giga_loss[loss=0.2256, simple_loss=0.3124, pruned_loss=0.06941, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03092, over 39.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3128, pruned_loss=0.07624, over 2472911.04 frames. utt_duration=486.7 frames, utt_pad_proportion=0.0736, over 20384.92 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2899, pruned_loss=0.06006, over 2464922.49 frames. utt_duration=1268 frames, utt_pad_proportion=0.05516, over 7785.17 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3159, pruned_loss=0.07795, over 2474150.47 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07333, over 21937.47 utterances.], batch size: 39, lr: 2.95e-04
2022-08-29 00:23:15,518 INFO [train.py:927] (5/8) Epoch 13, batch 14300, giga_loss[loss=0.184, simple_loss=0.2866, pruned_loss=0.04076, over 12314.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02917, over 74.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3112, pruned_loss=0.07445, over 2473386.33 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06809, over 19587.10 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2898, pruned_loss=0.06024, over 2465496.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05426, over 7767.64 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3143, pruned_loss=0.07606, over 2474083.90 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06868, over 21171.76 utterances.], batch size: 74, lr: 2.95e-04
2022-08-29 00:25:00,083 INFO [train.py:927] (5/8) Epoch 13, batch 14350, giga_loss[loss=0.2718, simple_loss=0.3408, pruned_loss=0.1014, over 12418.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06244, over 183.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3112, pruned_loss=0.07426, over 2473886.51 frames. utt_duration=519 frames, utt_pad_proportion=0.06388, over 19119.82 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2901, pruned_loss=0.06041, over 2465671.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.0536, over 7770.22 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3138, pruned_loss=0.07564, over 2474431.40 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06494, over 20580.35 utterances.], batch size: 183, lr: 2.95e-04
2022-08-29 00:26:44,108 INFO [train.py:927] (5/8) Epoch 13, batch 14400, giga_loss[loss=0.2412, simple_loss=0.3127, pruned_loss=0.08488, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3098, pruned_loss=0.07415, over 2473955.83 frames. utt_duration=486.5 frames, utt_pad_proportion=0.0704, over 20400.08 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2896, pruned_loss=0.06039, over 2465439.03 frames. utt_duration=1276 frames, utt_pad_proportion=0.05311, over 7735.14 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3126, pruned_loss=0.07549, over 2474748.88 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07097, over 21793.21 utterances.], batch size: 91, lr: 2.95e-04
2022-08-29 00:28:29,373 INFO [train.py:927] (5/8) Epoch 13, batch 14450, giga_loss[loss=0.303, simple_loss=0.362, pruned_loss=0.1221, over 12374.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09852, over 256.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.0746, over 2473815.34 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06659, over 20149.64 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2898, pruned_loss=0.06047, over 2465198.88 frames. utt_duration=1276 frames, utt_pad_proportion=0.05286, over 7738.44 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3116, pruned_loss=0.07591, over 2474853.97 frames. utt_duration=461.2 frames, utt_pad_proportion=0.06748, over 21533.35 utterances.], batch size: 256, lr: 2.95e-04
2022-08-29 00:30:13,495 INFO [train.py:927] (5/8) Epoch 13, batch 14500, giga_loss[loss=0.2209, simple_loss=0.2949, pruned_loss=0.0735, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04522, over 31.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3083, pruned_loss=0.07476, over 2474175.33 frames. utt_duration=499 frames, utt_pad_proportion=0.06866, over 19891.21 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2903, pruned_loss=0.06072, over 2465182.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05666, over 7809.24 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3104, pruned_loss=0.07598, over 2475270.41 frames. utt_duration=466.9 frames, utt_pad_proportion=0.0683, over 21273.26 utterances.], batch size: 31, lr: 2.95e-04
2022-08-29 00:31:57,651 INFO [train.py:927] (5/8) Epoch 13, batch 14550, giga_loss[loss=0.1907, simple_loss=0.2849, pruned_loss=0.04823, over 12467.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02974, over 55.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07466, over 2473455.92 frames. utt_duration=498 frames, utt_pad_proportion=0.07069, over 19923.55 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2904, pruned_loss=0.06078, over 2465171.85 frames. utt_duration=1265 frames, utt_pad_proportion=0.05643, over 7806.20 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07562, over 2474362.03 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07038, over 21061.06 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 00:33:38,120 INFO [train.py:927] (5/8) Epoch 13, batch 14600, giga_loss[loss=0.27, simple_loss=0.3461, pruned_loss=0.09695, over 12363.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.309, pruned_loss=0.07426, over 2473209.73 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07076, over 19816.05 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2901, pruned_loss=0.06064, over 2465057.49 frames. utt_duration=1268 frames, utt_pad_proportion=0.05582, over 7785.22 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.0753, over 2474109.16 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07077, over 20882.35 utterances.], batch size: 145, lr: 2.95e-04
2022-08-29 00:35:21,930 INFO [train.py:927] (5/8) Epoch 13, batch 14650, giga_loss[loss=0.1929, simple_loss=0.2797, pruned_loss=0.05308, over 12351.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02871, over 48.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07547, over 2473417.64 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07435, over 20528.44 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06072, over 2464845.59 frames. utt_duration=1270 frames, utt_pad_proportion=0.05538, over 7774.40 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3118, pruned_loss=0.07633, over 2474379.93 frames. utt_duration=462.2 frames, utt_pad_proportion=0.0744, over 21483.65 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:37:05,150 INFO [train.py:927] (5/8) Epoch 13, batch 14700, giga_loss[loss=0.2236, simple_loss=0.2987, pruned_loss=0.07427, over 12349.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03259, over 97.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.0768, over 2473750.32 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07554, over 20280.63 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2911, pruned_loss=0.06075, over 2464852.28 frames. utt_duration=1273 frames, utt_pad_proportion=0.05477, over 7755.85 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3124, pruned_loss=0.07765, over 2474608.60 frames. utt_duration=468.2 frames, utt_pad_proportion=0.0758, over 21208.60 utterances.], batch size: 97, lr: 2.95e-04
2022-08-29 00:38:50,856 INFO [train.py:927] (5/8) Epoch 13, batch 14750, giga_loss[loss=0.1818, simple_loss=0.2681, pruned_loss=0.04774, over 12343.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.02972, over 58.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3122, pruned_loss=0.07796, over 2474064.18 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07767, over 20414.13 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2919, pruned_loss=0.06153, over 2464748.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.05804, over 7833.32 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3127, pruned_loss=0.0784, over 2475096.53 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07709, over 21440.74 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 00:40:34,751 INFO [train.py:927] (5/8) Epoch 13, batch 14800, giga_loss[loss=0.1912, simple_loss=0.2905, pruned_loss=0.04602, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03121, over 75.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.312, pruned_loss=0.07714, over 2473767.09 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07623, over 20553.14 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2922, pruned_loss=0.06169, over 2465138.77 frames. utt_duration=1254 frames, utt_pad_proportion=0.05852, over 7872.69 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3124, pruned_loss=0.07756, over 2474362.61 frames. utt_duration=462 frames, utt_pad_proportion=0.07578, over 21491.63 utterances.], batch size: 75, lr: 2.95e-04
2022-08-29 00:42:20,894 INFO [train.py:927] (5/8) Epoch 13, batch 14850, giga_loss[loss=0.2153, simple_loss=0.2978, pruned_loss=0.06634, over 12326.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.0345, over 58.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3096, pruned_loss=0.07552, over 2474047.38 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07605, over 20761.50 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2918, pruned_loss=0.06169, over 2464825.16 frames. utt_duration=1259 frames, utt_pad_proportion=0.05807, over 7842.77 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3104, pruned_loss=0.07605, over 2474902.60 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07594, over 21696.43 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 00:44:06,148 INFO [train.py:927] (5/8) Epoch 13, batch 14900, giga_loss[loss=0.2318, simple_loss=0.3062, pruned_loss=0.0787, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03156, over 42.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3081, pruned_loss=0.07559, over 2473834.97 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07528, over 21181.58 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2916, pruned_loss=0.06156, over 2464699.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05713, over 7822.97 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3094, pruned_loss=0.07644, over 2474842.70 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07563, over 22243.79 utterances.], batch size: 42, lr: 2.95e-04
2022-08-29 00:45:54,301 INFO [train.py:927] (5/8) Epoch 13, batch 14950, giga_loss[loss=0.1897, simple_loss=0.2946, pruned_loss=0.04244, over 12357.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04669, over 26.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.07696, over 2474378.49 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07568, over 20997.27 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.292, pruned_loss=0.06158, over 2464891.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.05725, over 7834.19 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07786, over 2475171.74 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07601, over 22052.58 utterances.], batch size: 26, lr: 2.95e-04
2022-08-29 00:47:40,077 INFO [train.py:927] (5/8) Epoch 13, batch 15000, giga_loss[loss=0.2326, simple_loss=0.3166, pruned_loss=0.07431, over 12184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03484, over 39.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3147, pruned_loss=0.0777, over 2474850.34 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0772, over 21687.57 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2922, pruned_loss=0.06174, over 2465191.47 frames. utt_duration=1259 frames, utt_pad_proportion=0.05686, over 7840.85 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3155, pruned_loss=0.0784, over 2475305.91 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07758, over 22619.99 utterances.], batch size: 39, lr: 2.95e-04
2022-08-29 00:47:40,078 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 00:47:54,531 INFO [train.py:967] (5/8) 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 00:49:41,893 INFO [train.py:927] (5/8) Epoch 13, batch 15050, giga_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.07278, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02815, over 48.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3155, pruned_loss=0.07861, over 2474605.51 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07424, over 21236.95 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2922, pruned_loss=0.06202, over 2465422.94 frames. utt_duration=1258 frames, utt_pad_proportion=0.05652, over 7850.67 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3169, pruned_loss=0.07951, over 2475102.31 frames. utt_duration=442 frames, utt_pad_proportion=0.07502, over 22472.81 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:51:23,726 INFO [train.py:927] (5/8) Epoch 13, batch 15100, giga_loss[loss=0.2376, simple_loss=0.3112, pruned_loss=0.08196, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02992, over 39.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3151, pruned_loss=0.07908, over 2474798.88 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07485, over 21124.54 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2926, pruned_loss=0.06229, over 2465743.61 frames. utt_duration=1258 frames, utt_pad_proportion=0.05557, over 7849.22 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3165, pruned_loss=0.08001, over 2475153.80 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07591, over 22471.13 utterances.], batch size: 39, lr: 2.95e-04
2022-08-29 00:53:04,921 INFO [train.py:927] (5/8) Epoch 13, batch 15150, giga_loss[loss=0.2475, simple_loss=0.3271, pruned_loss=0.08392, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03515, over 104.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07959, over 2474459.21 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07492, over 21406.23 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2928, pruned_loss=0.06247, over 2465559.18 frames. utt_duration=1255 frames, utt_pad_proportion=0.05589, over 7866.60 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3157, pruned_loss=0.08032, over 2474998.76 frames. utt_duration=440 frames, utt_pad_proportion=0.07573, over 22574.30 utterances.], batch size: 104, lr: 2.95e-04
2022-08-29 00:54:47,425 INFO [train.py:927] (5/8) Epoch 13, batch 15200, giga_loss[loss=0.3094, simple_loss=0.3544, pruned_loss=0.1322, over 12394.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3152, pruned_loss=0.08021, over 2474494.33 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07015, over 21101.13 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2933, pruned_loss=0.06289, over 2465620.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.05544, over 7881.39 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3163, pruned_loss=0.08096, over 2475125.48 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07139, over 22443.53 utterances.], batch size: 258, lr: 2.95e-04
2022-08-29 00:56:31,440 INFO [train.py:927] (5/8) Epoch 13, batch 15250, giga_loss[loss=0.2177, simple_loss=0.2973, pruned_loss=0.06903, over 12446.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.0351, over 98.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.313, pruned_loss=0.07978, over 2474753.30 frames. utt_duration=468.3 frames, utt_pad_proportion=0.0698, over 21204.98 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2932, pruned_loss=0.06286, over 2465573.08 frames. utt_duration=1253 frames, utt_pad_proportion=0.05509, over 7879.28 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3143, pruned_loss=0.08061, over 2475421.07 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07096, over 22438.09 utterances.], batch size: 98, lr: 2.95e-04
2022-08-29 00:58:14,609 INFO [train.py:927] (5/8) Epoch 13, batch 15300, giga_loss[loss=0.2195, simple_loss=0.3022, pruned_loss=0.06841, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02731, over 48.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3129, pruned_loss=0.07978, over 2474700.81 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07722, over 21526.68 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2934, pruned_loss=0.0632, over 2465853.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.05882, over 7938.49 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3143, pruned_loss=0.0806, over 2475238.66 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07689, over 22821.28 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 01:00:00,616 INFO [train.py:927] (5/8) Epoch 13, batch 15350, giga_loss[loss=0.2595, simple_loss=0.3304, pruned_loss=0.09433, over 12425.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03616, over 86.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3144, pruned_loss=0.08125, over 2474502.30 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07922, over 21666.06 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2933, pruned_loss=0.06335, over 2466206.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.05761, over 7906.77 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.316, pruned_loss=0.08223, over 2474851.58 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07937, over 23091.12 utterances.], batch size: 86, lr: 2.95e-04
2022-08-29 01:01:45,415 INFO [train.py:927] (5/8) Epoch 13, batch 15400, giga_loss[loss=0.2355, simple_loss=0.3235, pruned_loss=0.07372, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03389, over 42.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3161, pruned_loss=0.07935, over 2473809.53 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07353, over 20725.93 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2939, pruned_loss=0.0638, over 2466332.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.05784, over 7941.09 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3172, pruned_loss=0.07996, over 2474088.16 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07401, over 21993.12 utterances.], batch size: 42, lr: 2.95e-04
2022-08-29 01:03:28,700 INFO [train.py:927] (5/8) Epoch 13, batch 15450, giga_loss[loss=0.2858, simple_loss=0.3561, pruned_loss=0.1077, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0381, over 37.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3185, pruned_loss=0.07975, over 2473915.23 frames. utt_duration=490 frames, utt_pad_proportion=0.0717, over 20254.92 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2934, pruned_loss=0.06358, over 2466493.99 frames. utt_duration=1250 frames, utt_pad_proportion=0.05659, over 7901.39 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3204, pruned_loss=0.08087, over 2474200.18 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07274, over 21653.02 utterances.], batch size: 37, lr: 2.95e-04
2022-08-29 01:05:11,408 INFO [train.py:927] (5/8) Epoch 13, batch 15500, giga_loss[loss=0.2227, simple_loss=0.3001, pruned_loss=0.07266, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04055, over 31.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3195, pruned_loss=0.0809, over 2473348.51 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07321, over 20337.35 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2936, pruned_loss=0.06386, over 2466261.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.05587, over 7890.36 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3213, pruned_loss=0.08186, over 2473923.93 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0743, over 21686.57 utterances.], batch size: 31, lr: 2.95e-04
2022-08-29 01:06:54,351 INFO [train.py:927] (5/8) Epoch 13, batch 15550, giga_loss[loss=0.2532, simple_loss=0.3276, pruned_loss=0.08936, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3194, pruned_loss=0.08148, over 2473812.45 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07616, over 21297.99 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2933, pruned_loss=0.06373, over 2465942.58 frames. utt_duration=1257 frames, utt_pad_proportion=0.05523, over 7853.85 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3217, pruned_loss=0.08268, over 2474690.15 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07714, over 22645.06 utterances.], batch size: 97, lr: 2.95e-04
2022-08-29 01:08:37,880 INFO [train.py:927] (5/8) Epoch 13, batch 15600, giga_loss[loss=0.2416, simple_loss=0.323, pruned_loss=0.08012, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02953, over 55.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3186, pruned_loss=0.0796, over 2474381.05 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07644, over 21111.35 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2934, pruned_loss=0.0638, over 2466082.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.05491, over 7862.28 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3205, pruned_loss=0.08062, over 2475018.97 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07741, over 22284.61 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 01:10:18,506 INFO [train.py:927] (5/8) Epoch 13, batch 15650, libri_loss[loss=0.1907, simple_loss=0.2678, pruned_loss=0.05683, over 12401.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006624, over 31.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3184, pruned_loss=0.07932, over 2473807.37 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07466, over 20325.28 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2934, pruned_loss=0.06399, over 2466227.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05453, over 7867.61 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3206, pruned_loss=0.0804, over 2474387.46 frames. utt_duration=459.4 frames, utt_pad_proportion=0.0759, over 21615.90 utterances.], batch size: 31, lr: 2.95e-04
2022-08-29 01:12:02,374 INFO [train.py:927] (5/8) Epoch 13, batch 15700, giga_loss[loss=0.2752, simple_loss=0.3407, pruned_loss=0.1049, over 12380.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3181, pruned_loss=0.08012, over 2474296.42 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07496, over 20937.87 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2932, pruned_loss=0.0639, over 2466110.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.05436, over 7857.27 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3202, pruned_loss=0.0811, over 2474880.76 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07596, over 22007.45 utterances.], batch size: 161, lr: 2.95e-04
2022-08-29 01:13:49,227 INFO [train.py:927] (5/8) Epoch 13, batch 15750, giga_loss[loss=0.217, simple_loss=0.2998, pruned_loss=0.06714, over 12334.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03508, over 51.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3174, pruned_loss=0.08055, over 2474516.39 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07537, over 21114.21 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2932, pruned_loss=0.06394, over 2466243.98 frames. utt_duration=1259 frames, utt_pad_proportion=0.05329, over 7845.68 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3197, pruned_loss=0.08172, over 2475066.37 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07666, over 22329.86 utterances.], batch size: 51, lr: 2.95e-04
2022-08-29 01:15:31,209 INFO [train.py:927] (5/8) Epoch 13, batch 15800, giga_loss[loss=0.2196, simple_loss=0.3004, pruned_loss=0.06943, over 12421.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03835, over 133.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3149, pruned_loss=0.07987, over 2474659.45 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07523, over 21088.16 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2929, pruned_loss=0.06386, over 2466457.84 frames. utt_duration=1263 frames, utt_pad_proportion=0.05252, over 7822.93 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3173, pruned_loss=0.08117, over 2475034.88 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07661, over 22309.30 utterances.], batch size: 133, lr: 2.95e-04
2022-08-29 01:17:13,406 INFO [train.py:927] (5/8) Epoch 13, batch 15850, giga_loss[loss=0.1911, simple_loss=0.2802, pruned_loss=0.05097, over 12291.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02568, over 54.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3125, pruned_loss=0.0775, over 2474784.39 frames. utt_duration=464 frames, utt_pad_proportion=0.07494, over 21401.62 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2931, pruned_loss=0.06398, over 2466389.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.05504, over 7877.71 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3148, pruned_loss=0.07884, over 2475356.70 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07559, over 22689.05 utterances.], batch size: 54, lr: 2.95e-04
2022-08-29 01:18:56,599 INFO [train.py:927] (5/8) Epoch 13, batch 15900, giga_loss[loss=0.2486, simple_loss=0.3144, pruned_loss=0.09145, over 12388.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3107, pruned_loss=0.07608, over 2474458.72 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07192, over 20890.16 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2932, pruned_loss=0.06404, over 2466301.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.05403, over 7849.06 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3129, pruned_loss=0.07737, over 2475200.29 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07305, over 22240.91 utterances.], batch size: 91, lr: 2.95e-04
2022-08-29 01:20:41,551 INFO [train.py:927] (5/8) Epoch 13, batch 15950, giga_loss[loss=0.1963, simple_loss=0.2829, pruned_loss=0.05489, over 12437.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04201, over 31.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3082, pruned_loss=0.07542, over 2474270.53 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0747, over 21187.68 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2929, pruned_loss=0.06399, over 2466259.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.05317, over 7829.97 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3108, pruned_loss=0.07695, over 2475199.18 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07599, over 22788.94 utterances.], batch size: 31, lr: 2.95e-04
2022-08-29 01:22:23,945 INFO [train.py:927] (5/8) Epoch 13, batch 16000, giga_loss[loss=0.197, simple_loss=0.2916, pruned_loss=0.05121, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03085, over 97.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.07495, over 2473795.39 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06964, over 20566.53 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.293, pruned_loss=0.06416, over 2466304.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.05202, over 7808.46 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3109, pruned_loss=0.07633, over 2474704.80 frames. utt_duration=447 frames, utt_pad_proportion=0.07157, over 22219.77 utterances.], batch size: 97, lr: 2.95e-04
2022-08-29 01:24:04,763 INFO [train.py:927] (5/8) Epoch 13, batch 16050, giga_loss[loss=0.2275, simple_loss=0.3091, pruned_loss=0.0729, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04044, over 113.00 utterances.], tot_loss[loss=0.23, simple_loss=0.309, pruned_loss=0.07545, over 2474070.42 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07212, over 20980.98 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.293, pruned_loss=0.0644, over 2466386.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.0566, over 7878.70 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3115, pruned_loss=0.07668, over 2474973.89 frames. utt_duration=438.4 frames, utt_pad_proportion=0.0723, over 22660.40 utterances.], batch size: 113, lr: 2.95e-04
2022-08-29 01:25:47,945 INFO [train.py:927] (5/8) Epoch 13, batch 16100, giga_loss[loss=0.2888, simple_loss=0.3505, pruned_loss=0.1136, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1058, over 258.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.309, pruned_loss=0.07565, over 2474072.87 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07212, over 20612.70 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.293, pruned_loss=0.0645, over 2466516.34 frames. utt_duration=1256 frames, utt_pad_proportion=0.05594, over 7866.60 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3111, pruned_loss=0.07668, over 2474760.33 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07255, over 22123.87 utterances.], batch size: 258, lr: 2.95e-04
2022-08-29 01:27:30,931 INFO [train.py:927] (5/8) Epoch 13, batch 16150, giga_loss[loss=0.2268, simple_loss=0.3054, pruned_loss=0.07408, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04061, over 34.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3101, pruned_loss=0.07616, over 2474005.09 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07055, over 20490.06 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2925, pruned_loss=0.06427, over 2466974.60 frames. utt_duration=1262 frames, utt_pad_proportion=0.05496, over 7829.28 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3127, pruned_loss=0.07746, over 2474303.61 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07143, over 22025.42 utterances.], batch size: 34, lr: 2.95e-04
2022-08-29 01:29:19,651 INFO [train.py:927] (5/8) Epoch 13, batch 16200, giga_loss[loss=0.2751, simple_loss=0.3411, pruned_loss=0.1045, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06223, over 183.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3114, pruned_loss=0.07747, over 2473750.74 frames. utt_duration=487 frames, utt_pad_proportion=0.06575, over 20378.42 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2924, pruned_loss=0.06427, over 2466719.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05414, over 7809.82 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.07871, over 2474328.16 frames. utt_duration=454.8 frames, utt_pad_proportion=0.0671, over 21830.87 utterances.], batch size: 183, lr: 2.95e-04
2022-08-29 01:31:09,769 INFO [train.py:927] (5/8) Epoch 13, batch 16250, giga_loss[loss=0.236, simple_loss=0.3198, pruned_loss=0.07609, over 12363.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3124, pruned_loss=0.077, over 2473724.60 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06831, over 20835.87 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2925, pruned_loss=0.06441, over 2466407.93 frames. utt_duration=1267 frames, utt_pad_proportion=0.05331, over 7795.66 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3145, pruned_loss=0.07809, over 2474579.29 frames. utt_duration=447 frames, utt_pad_proportion=0.06951, over 22215.86 utterances.], batch size: 91, lr: 2.95e-04
2022-08-29 01:32:58,411 INFO [train.py:927] (5/8) Epoch 13, batch 16300, giga_loss[loss=0.2051, simple_loss=0.2867, pruned_loss=0.06178, over 12205.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.0388, over 28.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3106, pruned_loss=0.07613, over 2473870.73 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06853, over 20410.02 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2924, pruned_loss=0.06433, over 2466648.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05287, over 7797.73 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3126, pruned_loss=0.07723, over 2474426.90 frames. utt_duration=458.3 frames, utt_pad_proportion=0.06969, over 21665.10 utterances.], batch size: 28, lr: 2.95e-04
2022-08-29 01:34:41,804 INFO [train.py:927] (5/8) Epoch 13, batch 16350, giga_loss[loss=0.2339, simple_loss=0.3228, pruned_loss=0.07246, over 12417.00 frames. utt_duration=508.3 frames, utt_pad_proportion=0.03726, over 98.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.31, pruned_loss=0.07621, over 2474089.60 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06832, over 20293.84 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2931, pruned_loss=0.06478, over 2466691.15 frames. utt_duration=1264 frames, utt_pad_proportion=0.05248, over 7815.51 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3116, pruned_loss=0.07706, over 2474754.24 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06961, over 21689.55 utterances.], batch size: 98, lr: 2.95e-04
2022-08-29 01:36:27,660 INFO [train.py:927] (5/8) Epoch 13, batch 16400, giga_loss[loss=0.2811, simple_loss=0.3396, pruned_loss=0.1114, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07309, over 213.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3106, pruned_loss=0.07783, over 2474375.58 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07274, over 21234.89 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2929, pruned_loss=0.06465, over 2466583.69 frames. utt_duration=1266 frames, utt_pad_proportion=0.05244, over 7803.43 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3121, pruned_loss=0.07867, over 2475034.68 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07355, over 22401.16 utterances.], batch size: 213, lr: 2.94e-04
2022-08-29 01:38:11,826 INFO [train.py:927] (5/8) Epoch 13, batch 16450, giga_loss[loss=0.2416, simple_loss=0.3196, pruned_loss=0.08177, over 12431.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0367, over 105.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3107, pruned_loss=0.07781, over 2474678.68 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06997, over 20952.44 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2928, pruned_loss=0.06463, over 2466602.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05142, over 7773.77 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3126, pruned_loss=0.07893, over 2475487.22 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0713, over 22339.12 utterances.], batch size: 105, lr: 2.94e-04
2022-08-29 01:39:57,781 INFO [train.py:927] (5/8) Epoch 13, batch 16500, giga_loss[loss=0.2397, simple_loss=0.3196, pruned_loss=0.0799, over 12333.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02997, over 66.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3118, pruned_loss=0.07926, over 2474473.15 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07563, over 21529.26 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2929, pruned_loss=0.0648, over 2466441.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.0505, over 7748.70 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3136, pruned_loss=0.08032, over 2475431.08 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07677, over 22958.79 utterances.], batch size: 66, lr: 2.94e-04
2022-08-29 01:41:43,362 INFO [train.py:927] (5/8) Epoch 13, batch 16550, giga_loss[loss=0.2294, simple_loss=0.3131, pruned_loss=0.07282, over 12426.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0402, over 37.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.311, pruned_loss=0.07912, over 2474526.10 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07907, over 21496.56 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2931, pruned_loss=0.06498, over 2466802.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05039, over 7767.00 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3126, pruned_loss=0.08011, over 2475146.92 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08002, over 22919.07 utterances.], batch size: 37, lr: 2.94e-04
2022-08-29 01:43:30,691 INFO [train.py:927] (5/8) Epoch 13, batch 16600, giga_loss[loss=0.2378, simple_loss=0.323, pruned_loss=0.07631, over 12431.00 frames. utt_duration=547.8 frames, utt_pad_proportion=0.02349, over 91.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3115, pruned_loss=0.07894, over 2475044.16 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0788, over 21856.98 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2924, pruned_loss=0.06462, over 2466858.70 frames. utt_duration=1277 frames, utt_pad_proportion=0.04936, over 7734.37 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.314, pruned_loss=0.08045, over 2475735.34 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08011, over 23414.29 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 01:45:15,117 INFO [train.py:927] (5/8) Epoch 13, batch 16650, giga_loss[loss=0.2736, simple_loss=0.3511, pruned_loss=0.09803, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02818, over 48.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3115, pruned_loss=0.07893, over 2474734.55 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07701, over 20734.13 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2925, pruned_loss=0.06464, over 2466729.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05261, over 7806.97 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3141, pruned_loss=0.08065, over 2475725.29 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07761, over 22421.29 utterances.], batch size: 48, lr: 2.94e-04
2022-08-29 01:46:59,926 INFO [train.py:927] (5/8) Epoch 13, batch 16700, giga_loss[loss=0.2296, simple_loss=0.3108, pruned_loss=0.07417, over 12458.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0372, over 123.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3121, pruned_loss=0.07877, over 2475513.92 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07157, over 19965.14 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2927, pruned_loss=0.06483, over 2466933.72 frames. utt_duration=1256 frames, utt_pad_proportion=0.05641, over 7868.72 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08039, over 2476340.83 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07156, over 21599.87 utterances.], batch size: 123, lr: 2.94e-04
2022-08-29 01:48:44,890 INFO [train.py:927] (5/8) Epoch 13, batch 16750, giga_loss[loss=0.2515, simple_loss=0.3211, pruned_loss=0.09094, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03442, over 43.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3124, pruned_loss=0.07827, over 2475886.60 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07023, over 19723.07 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2928, pruned_loss=0.06479, over 2467202.10 frames. utt_duration=1257 frames, utt_pad_proportion=0.05524, over 7857.58 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.315, pruned_loss=0.08006, over 2476597.83 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0709, over 21442.26 utterances.], batch size: 43, lr: 2.94e-04
2022-08-29 01:50:30,221 INFO [train.py:927] (5/8) Epoch 13, batch 16800, giga_loss[loss=0.2649, simple_loss=0.3402, pruned_loss=0.09485, over 12377.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06001, over 182.00 utterances.], tot_loss[loss=0.234, simple_loss=0.312, pruned_loss=0.07799, over 2476131.49 frames. utt_duration=498.7 frames, utt_pad_proportion=0.0678, over 19920.65 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2924, pruned_loss=0.0646, over 2467058.75 frames. utt_duration=1260 frames, utt_pad_proportion=0.05486, over 7841.05 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3145, pruned_loss=0.0797, over 2476903.52 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06865, over 21396.48 utterances.], batch size: 182, lr: 2.94e-04
2022-08-29 01:52:14,388 INFO [train.py:927] (5/8) Epoch 13, batch 16850, giga_loss[loss=0.2259, simple_loss=0.3101, pruned_loss=0.07083, over 12385.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03003, over 97.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3116, pruned_loss=0.07748, over 2474723.68 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06747, over 19263.93 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2923, pruned_loss=0.06443, over 2466903.66 frames. utt_duration=1262 frames, utt_pad_proportion=0.0544, over 7828.34 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3144, pruned_loss=0.07942, over 2475767.60 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06852, over 20836.38 utterances.], batch size: 97, lr: 2.94e-04
2022-08-29 01:54:04,145 INFO [train.py:927] (5/8) Epoch 13, batch 16900, giga_loss[loss=0.2426, simple_loss=0.3208, pruned_loss=0.08218, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02973, over 85.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3126, pruned_loss=0.07868, over 2473763.70 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06739, over 18987.68 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2924, pruned_loss=0.06444, over 2466911.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05379, over 7810.80 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08048, over 2474722.02 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06853, over 20461.05 utterances.], batch size: 85, lr: 2.94e-04
2022-08-29 01:55:48,129 INFO [train.py:927] (5/8) Epoch 13, batch 16950, libri_loss[loss=0.2191, simple_loss=0.3053, pruned_loss=0.06642, over 12290.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.00682, over 35.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07941, over 2473443.40 frames. utt_duration=518.5 frames, utt_pad_proportion=0.07063, over 19137.31 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2929, pruned_loss=0.06453, over 2466493.60 frames. utt_duration=1263 frames, utt_pad_proportion=0.0536, over 7821.35 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.316, pruned_loss=0.08123, over 2474804.85 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07163, over 20673.99 utterances.], batch size: 35, lr: 2.94e-04
2022-08-29 01:57:31,645 INFO [train.py:927] (5/8) Epoch 13, batch 17000, giga_loss[loss=0.3203, simple_loss=0.3639, pruned_loss=0.1384, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3139, pruned_loss=0.08004, over 2473839.20 frames. utt_duration=491.9 frames, utt_pad_proportion=0.08068, over 20175.34 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2925, pruned_loss=0.06443, over 2466471.47 frames. utt_duration=1263 frames, utt_pad_proportion=0.05354, over 7822.45 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3166, pruned_loss=0.08202, over 2475142.44 frames. utt_duration=457 frames, utt_pad_proportion=0.0811, over 21735.38 utterances.], batch size: 259, lr: 2.94e-04
2022-08-29 01:59:13,779 INFO [train.py:927] (5/8) Epoch 13, batch 17050, libri_loss[loss=0.2011, simple_loss=0.2864, pruned_loss=0.0579, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008175, over 37.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3134, pruned_loss=0.07944, over 2473863.27 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07647, over 19774.25 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2924, pruned_loss=0.06448, over 2466761.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.05246, over 7803.11 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3162, pruned_loss=0.08138, over 2474876.73 frames. utt_duration=465 frames, utt_pad_proportion=0.07768, over 21354.72 utterances.], batch size: 37, lr: 2.94e-04
2022-08-29 02:00:58,038 INFO [train.py:927] (5/8) Epoch 13, batch 17100, giga_loss[loss=0.2413, simple_loss=0.3136, pruned_loss=0.0845, over 12431.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04184, over 146.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.07925, over 2474506.78 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07657, over 20288.53 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2924, pruned_loss=0.06449, over 2466850.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05158, over 7786.31 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3158, pruned_loss=0.0811, over 2475398.64 frames. utt_duration=455 frames, utt_pad_proportion=0.07796, over 21832.54 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 02:02:39,809 INFO [train.py:927] (5/8) Epoch 13, batch 17150, giga_loss[loss=0.2134, simple_loss=0.2906, pruned_loss=0.06809, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3122, pruned_loss=0.07919, over 2475198.27 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07887, over 21014.44 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2926, pruned_loss=0.06462, over 2466966.73 frames. utt_duration=1269 frames, utt_pad_proportion=0.05138, over 7782.38 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3143, pruned_loss=0.08059, over 2475824.48 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07993, over 22289.19 utterances.], batch size: 70, lr: 2.94e-04
2022-08-29 02:04:22,588 INFO [train.py:927] (5/8) Epoch 13, batch 17200, giga_loss[loss=0.2396, simple_loss=0.3229, pruned_loss=0.07821, over 12346.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03008, over 70.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3101, pruned_loss=0.07834, over 2475578.59 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07783, over 20753.78 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2927, pruned_loss=0.06479, over 2467407.52 frames. utt_duration=1266 frames, utt_pad_proportion=0.05149, over 7806.56 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.312, pruned_loss=0.07961, over 2475866.16 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07892, over 22025.77 utterances.], batch size: 70, lr: 2.94e-04
2022-08-29 02:06:07,719 INFO [train.py:927] (5/8) Epoch 13, batch 17250, giga_loss[loss=0.2258, simple_loss=0.3097, pruned_loss=0.07098, over 12370.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04046, over 113.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3098, pruned_loss=0.07839, over 2475480.14 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07682, over 21312.98 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2927, pruned_loss=0.06482, over 2467418.59 frames. utt_duration=1266 frames, utt_pad_proportion=0.05109, over 7804.52 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3115, pruned_loss=0.07948, over 2475765.76 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07793, over 22433.16 utterances.], batch size: 113, lr: 2.94e-04
2022-08-29 02:07:51,259 INFO [train.py:927] (5/8) Epoch 13, batch 17300, giga_loss[loss=0.1999, simple_loss=0.2995, pruned_loss=0.05012, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04187, over 113.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3086, pruned_loss=0.07568, over 2475895.16 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07856, over 22756.13 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2931, pruned_loss=0.06513, over 2467584.90 frames. utt_duration=1266 frames, utt_pad_proportion=0.05021, over 7806.31 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3099, pruned_loss=0.07657, over 2476153.24 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07974, over 23946.04 utterances.], batch size: 113, lr: 2.94e-04
2022-08-29 02:09:35,897 INFO [train.py:927] (5/8) Epoch 13, batch 17350, giga_loss[loss=0.1773, simple_loss=0.2713, pruned_loss=0.04169, over 12132.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.03955, over 28.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3057, pruned_loss=0.07188, over 2475862.31 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07692, over 23333.04 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2929, pruned_loss=0.06502, over 2467601.58 frames. utt_duration=1268 frames, utt_pad_proportion=0.04985, over 7796.30 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.307, pruned_loss=0.07275, over 2476120.76 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07807, over 24409.91 utterances.], batch size: 28, lr: 2.94e-04
2022-08-29 02:11:20,032 INFO [train.py:927] (5/8) Epoch 13, batch 17400, giga_loss[loss=0.1974, simple_loss=0.2955, pruned_loss=0.04967, over 12453.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.0291, over 80.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3034, pruned_loss=0.06814, over 2475456.27 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07079, over 22585.22 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2925, pruned_loss=0.06482, over 2467377.86 frames. utt_duration=1274 frames, utt_pad_proportion=0.049, over 7755.33 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3052, pruned_loss=0.06917, over 2476134.06 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07246, over 23990.19 utterances.], batch size: 80, lr: 2.94e-04
2022-08-29 02:13:04,453 INFO [train.py:927] (5/8) Epoch 13, batch 17450, libri_loss[loss=0.2162, simple_loss=0.3022, pruned_loss=0.06508, over 12383.00 frames. utt_duration=763.6 frames, utt_pad_proportion=0.1313, over 65.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3048, pruned_loss=0.0682, over 2475565.55 frames. utt_duration=442.3 frames, utt_pad_proportion=0.06736, over 22463.41 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2925, pruned_loss=0.06483, over 2467298.26 frames. utt_duration=1260 frames, utt_pad_proportion=0.05375, over 7839.09 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3066, pruned_loss=0.06915, over 2476443.93 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06782, over 23986.84 utterances.], batch size: 65, lr: 2.94e-04
2022-08-29 02:14:45,449 INFO [train.py:927] (5/8) Epoch 13, batch 17500, giga_loss[loss=0.196, simple_loss=0.2832, pruned_loss=0.05438, over 12380.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3022, pruned_loss=0.06651, over 2476207.72 frames. utt_duration=421.6 frames, utt_pad_proportion=0.0692, over 23572.24 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2927, pruned_loss=0.0652, over 2467501.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.05257, over 7808.47 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3038, pruned_loss=0.06696, over 2476927.61 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06989, over 25235.41 utterances.], batch size: 212, lr: 2.94e-04
2022-08-29 02:16:30,613 INFO [train.py:927] (5/8) Epoch 13, batch 17550, giga_loss[loss=0.1934, simple_loss=0.2895, pruned_loss=0.04859, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.06539, over 2475963.12 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06937, over 23959.61 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2927, pruned_loss=0.06525, over 2467541.27 frames. utt_duration=1269 frames, utt_pad_proportion=0.05181, over 7789.50 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3025, pruned_loss=0.06572, over 2476640.89 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07019, over 25565.54 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:18:13,202 INFO [train.py:927] (5/8) Epoch 13, batch 17600, giga_loss[loss=0.2095, simple_loss=0.3006, pruned_loss=0.0592, over 12350.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03245, over 58.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2997, pruned_loss=0.06339, over 2475790.52 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0651, over 22835.97 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2935, pruned_loss=0.06528, over 2467581.17 frames. utt_duration=1276 frames, utt_pad_proportion=0.05013, over 7745.97 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3004, pruned_loss=0.06358, over 2476657.19 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06672, over 24818.01 utterances.], batch size: 58, lr: 2.94e-04
2022-08-29 02:19:57,867 INFO [train.py:927] (5/8) Epoch 13, batch 17650, giga_loss[loss=0.196, simple_loss=0.283, pruned_loss=0.05449, over 12444.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03777, over 105.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.06063, over 2475962.14 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06594, over 23009.34 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2934, pruned_loss=0.0651, over 2467557.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.04908, over 7727.61 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06086, over 2476905.18 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06762, over 25032.98 utterances.], batch size: 105, lr: 2.94e-04
2022-08-29 02:21:44,197 INFO [train.py:927] (5/8) Epoch 13, batch 17700, giga_loss[loss=0.195, simple_loss=0.2871, pruned_loss=0.05142, over 12399.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05838, over 182.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2938, pruned_loss=0.06033, over 2476020.16 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06607, over 22967.48 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2934, pruned_loss=0.06541, over 2467233.21 frames. utt_duration=1282 frames, utt_pad_proportion=0.04789, over 7708.76 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2945, pruned_loss=0.06009, over 2477361.88 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06792, over 25156.74 utterances.], batch size: 182, lr: 2.94e-04
2022-08-29 02:23:38,303 INFO [train.py:927] (5/8) Epoch 13, batch 17750, giga_loss[loss=0.2137, simple_loss=0.3098, pruned_loss=0.05875, over 12429.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.295, pruned_loss=0.06024, over 2476649.40 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06675, over 23797.76 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2935, pruned_loss=0.06556, over 2467495.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05184, over 7769.80 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05978, over 2477640.51 frames. utt_duration=386 frames, utt_pad_proportion=0.06708, over 25767.89 utterances.], batch size: 162, lr: 2.94e-04
2022-08-29 02:25:40,050 INFO [train.py:927] (5/8) Epoch 13, batch 17800, giga_loss[loss=0.1865, simple_loss=0.2768, pruned_loss=0.04807, over 12429.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04893, over 161.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2952, pruned_loss=0.06044, over 2476639.48 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06863, over 23990.80 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2936, pruned_loss=0.06569, over 2467581.05 frames. utt_duration=1262 frames, utt_pad_proportion=0.05556, over 7829.86 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05978, over 2477639.87 frames. utt_duration=382 frames, utt_pad_proportion=0.068, over 26039.15 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:27:40,895 INFO [train.py:927] (5/8) Epoch 13, batch 17850, giga_loss[loss=0.1883, simple_loss=0.2832, pruned_loss=0.04666, over 12405.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05847, over 2477301.45 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06798, over 24406.56 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2938, pruned_loss=0.06584, over 2467590.88 frames. utt_duration=1264 frames, utt_pad_proportion=0.05515, over 7818.61 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05779, over 2478153.27 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06765, over 26156.57 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 02:29:54,505 INFO [train.py:927] (5/8) Epoch 13, batch 17900, giga_loss[loss=0.1898, simple_loss=0.2756, pruned_loss=0.05205, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02622, over 45.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2903, pruned_loss=0.05708, over 2477405.20 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06702, over 24148.63 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2943, pruned_loss=0.06603, over 2467665.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05503, over 7829.44 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.0563, over 2478094.60 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06689, over 25666.14 utterances.], batch size: 45, lr: 2.94e-04
2022-08-29 02:31:46,981 INFO [train.py:927] (5/8) Epoch 13, batch 17950, giga_loss[loss=0.1925, simple_loss=0.2871, pruned_loss=0.04901, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.0288, over 122.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2906, pruned_loss=0.05736, over 2477867.80 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06441, over 23491.53 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2957, pruned_loss=0.06667, over 2467801.82 frames. utt_duration=1265 frames, utt_pad_proportion=0.05415, over 7813.52 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05578, over 2478705.37 frames. utt_duration=392 frames, utt_pad_proportion=0.06483, over 25378.55 utterances.], batch size: 122, lr: 2.94e-04
2022-08-29 02:33:50,211 INFO [train.py:927] (5/8) Epoch 13, batch 18000, giga_loss[loss=0.2215, simple_loss=0.3128, pruned_loss=0.06512, over 12423.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.0684, over 211.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2919, pruned_loss=0.05745, over 2478403.08 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06688, over 24067.23 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.296, pruned_loss=0.06705, over 2468106.48 frames. utt_duration=1260 frames, utt_pad_proportion=0.0542, over 7841.91 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2902, pruned_loss=0.05567, over 2478976.72 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06713, over 25837.43 utterances.], batch size: 211, lr: 2.94e-04
2022-08-29 02:33:50,211 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 02:34:04,226 INFO [train.py:967] (5/8) 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 02:36:11,315 INFO [train.py:927] (5/8) Epoch 13, batch 18050, giga_loss[loss=0.2095, simple_loss=0.2978, pruned_loss=0.06063, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2908, pruned_loss=0.05725, over 2478165.53 frames. utt_duration=411 frames, utt_pad_proportion=0.06529, over 24192.65 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2961, pruned_loss=0.06734, over 2468363.52 frames. utt_duration=1264 frames, utt_pad_proportion=0.05316, over 7819.07 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2892, pruned_loss=0.05532, over 2478610.35 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06594, over 25998.19 utterances.], batch size: 113, lr: 2.94e-04
2022-08-29 02:38:08,568 INFO [train.py:927] (5/8) Epoch 13, batch 18100, giga_loss[loss=0.1899, simple_loss=0.3073, pruned_loss=0.03625, over 12431.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2924, pruned_loss=0.05694, over 2479175.41 frames. utt_duration=409 frames, utt_pad_proportion=0.06524, over 24319.77 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.296, pruned_loss=0.0673, over 2468797.27 frames. utt_duration=1270 frames, utt_pad_proportion=0.0518, over 7785.93 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.291, pruned_loss=0.05509, over 2479446.76 frames. utt_duration=377.9 frames, utt_pad_proportion=0.0662, over 26329.86 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 02:40:10,649 INFO [train.py:927] (5/8) Epoch 13, batch 18150, giga_loss[loss=0.1872, simple_loss=0.2896, pruned_loss=0.04241, over 12393.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04499, over 146.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2927, pruned_loss=0.05567, over 2479346.54 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06514, over 24607.59 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2956, pruned_loss=0.06715, over 2468888.58 frames. utt_duration=1271 frames, utt_pad_proportion=0.05132, over 7776.41 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2919, pruned_loss=0.05409, over 2479708.84 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06609, over 26580.24 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 02:42:20,434 INFO [train.py:927] (5/8) Epoch 13, batch 18200, giga_loss[loss=0.1911, simple_loss=0.2817, pruned_loss=0.05027, over 12419.00 frames. utt_duration=622 frames, utt_pad_proportion=0.02813, over 80.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2931, pruned_loss=0.05564, over 2478579.58 frames. utt_duration=415.5 frames, utt_pad_proportion=0.065, over 23934.26 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.296, pruned_loss=0.06741, over 2468939.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.05607, over 7870.28 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.292, pruned_loss=0.05391, over 2478968.99 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06457, over 25718.88 utterances.], batch size: 80, lr: 2.94e-04
2022-08-29 02:44:40,730 INFO [train.py:927] (5/8) Epoch 13, batch 18250, giga_loss[loss=0.1908, simple_loss=0.2816, pruned_loss=0.05, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03152, over 39.00 utterances.], tot_loss[loss=0.203, simple_loss=0.293, pruned_loss=0.0565, over 2478533.84 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06707, over 24178.82 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2962, pruned_loss=0.06752, over 2468819.96 frames. utt_duration=1247 frames, utt_pad_proportion=0.05931, over 7927.05 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2919, pruned_loss=0.05479, over 2479198.34 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06589, over 25917.58 utterances.], batch size: 39, lr: 2.94e-04
2022-08-29 02:46:47,906 INFO [train.py:927] (5/8) Epoch 13, batch 18300, giga_loss[loss=0.173, simple_loss=0.2671, pruned_loss=0.03947, over 12337.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03407, over 58.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2898, pruned_loss=0.05485, over 2478487.50 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06265, over 23358.12 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2959, pruned_loss=0.06736, over 2468314.95 frames. utt_duration=1251 frames, utt_pad_proportion=0.05869, over 7902.26 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2892, pruned_loss=0.05349, over 2479595.04 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06213, over 24964.66 utterances.], batch size: 58, lr: 2.94e-04
2022-08-29 02:48:57,179 INFO [train.py:927] (5/8) Epoch 13, batch 18350, giga_loss[loss=0.2113, simple_loss=0.3028, pruned_loss=0.05989, over 12434.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0348, over 105.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2879, pruned_loss=0.05399, over 2478136.33 frames. utt_duration=428.6 frames, utt_pad_proportion=0.06256, over 23191.78 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2957, pruned_loss=0.06729, over 2468123.58 frames. utt_duration=1250 frames, utt_pad_proportion=0.05886, over 7906.42 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2874, pruned_loss=0.05274, over 2479363.35 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06209, over 24732.86 utterances.], batch size: 105, lr: 2.94e-04
2022-08-29 02:50:56,252 INFO [train.py:927] (5/8) Epoch 13, batch 18400, giga_loss[loss=0.2404, simple_loss=0.3219, pruned_loss=0.07945, over 12434.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03825, over 133.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2888, pruned_loss=0.05495, over 2477881.72 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06064, over 23087.04 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2954, pruned_loss=0.06731, over 2467824.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.05779, over 7878.62 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2886, pruned_loss=0.05358, over 2479402.26 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06072, over 24771.78 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 02:52:56,484 INFO [train.py:927] (5/8) Epoch 13, batch 18450, giga_loss[loss=0.1949, simple_loss=0.277, pruned_loss=0.0564, over 12322.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.0326, over 28.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2886, pruned_loss=0.05578, over 2477969.46 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06158, over 23487.54 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2952, pruned_loss=0.06732, over 2467859.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05708, over 7874.13 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2884, pruned_loss=0.05446, over 2479331.97 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06184, over 25110.32 utterances.], batch size: 28, lr: 2.94e-04
2022-08-29 02:55:04,534 INFO [train.py:927] (5/8) Epoch 13, batch 18500, giga_loss[loss=0.1961, simple_loss=0.294, pruned_loss=0.04916, over 12367.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05635, over 2478419.16 frames. utt_duration=408 frames, utt_pad_proportion=0.06566, over 24368.66 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2952, pruned_loss=0.06735, over 2468008.31 frames. utt_duration=1254 frames, utt_pad_proportion=0.05661, over 7884.66 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2897, pruned_loss=0.05499, over 2479650.11 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06578, over 26063.40 utterances.], batch size: 85, lr: 2.94e-04
2022-08-29 02:57:20,266 INFO [train.py:927] (5/8) Epoch 13, batch 18550, giga_loss[loss=0.1869, simple_loss=0.26, pruned_loss=0.0569, over 12379.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1818, over 359.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2889, pruned_loss=0.0563, over 2478428.82 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07122, over 25352.09 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06699, over 2468016.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.05613, over 7883.35 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2891, pruned_loss=0.05522, over 2479701.98 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07118, over 27166.68 utterances.], batch size: 359, lr: 2.94e-04
2022-08-29 02:59:23,959 INFO [train.py:927] (5/8) Epoch 13, batch 18600, giga_loss[loss=0.1732, simple_loss=0.2572, pruned_loss=0.04461, over 12384.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2842, pruned_loss=0.05455, over 2478300.09 frames. utt_duration=389.7 frames, utt_pad_proportion=0.07207, over 25512.43 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06704, over 2468304.98 frames. utt_duration=1252 frames, utt_pad_proportion=0.05638, over 7896.07 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2842, pruned_loss=0.05349, over 2479180.41 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07198, over 27173.57 utterances.], batch size: 369, lr: 2.94e-04
2022-08-29 03:01:17,638 INFO [train.py:927] (5/8) Epoch 13, batch 18650, giga_loss[loss=0.1824, simple_loss=0.2788, pruned_loss=0.04301, over 12412.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06326, over 183.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2841, pruned_loss=0.05434, over 2478832.22 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07148, over 25537.17 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2945, pruned_loss=0.06698, over 2468538.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.05575, over 7882.66 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.284, pruned_loss=0.05338, over 2479464.27 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07167, over 27106.69 utterances.], batch size: 183, lr: 2.94e-04
2022-08-29 03:03:16,058 INFO [train.py:927] (5/8) Epoch 13, batch 18700, giga_loss[loss=0.1888, simple_loss=0.277, pruned_loss=0.05025, over 12344.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03046, over 91.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2829, pruned_loss=0.05311, over 2478544.02 frames. utt_duration=398.7 frames, utt_pad_proportion=0.07055, over 24942.99 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2944, pruned_loss=0.06693, over 2468623.71 frames. utt_duration=1253 frames, utt_pad_proportion=0.05566, over 7890.71 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2827, pruned_loss=0.05217, over 2479167.78 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07084, over 26492.33 utterances.], batch size: 91, lr: 2.93e-04
2022-08-29 03:05:21,785 INFO [train.py:927] (5/8) Epoch 13, batch 18750, giga_loss[loss=0.173, simple_loss=0.2763, pruned_loss=0.03487, over 12372.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02896, over 70.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2814, pruned_loss=0.05278, over 2477517.45 frames. utt_duration=407 frames, utt_pad_proportion=0.07085, over 24422.13 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06704, over 2468542.04 frames. utt_duration=1254 frames, utt_pad_proportion=0.05438, over 7882.55 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2807, pruned_loss=0.0514, over 2478468.82 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07161, over 26344.87 utterances.], batch size: 70, lr: 2.93e-04
2022-08-29 03:07:33,493 INFO [train.py:927] (5/8) Epoch 13, batch 18800, giga_loss[loss=0.192, simple_loss=0.2841, pruned_loss=0.04993, over 12362.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2815, pruned_loss=0.05253, over 2477084.11 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07187, over 24303.73 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06708, over 2468123.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.0537, over 7867.25 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2806, pruned_loss=0.05092, over 2478532.62 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07271, over 26393.96 utterances.], batch size: 113, lr: 2.93e-04
2022-08-29 03:09:30,228 INFO [train.py:927] (5/8) Epoch 13, batch 18850, giga_loss[loss=0.2013, simple_loss=0.2995, pruned_loss=0.0515, over 12396.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0251, over 66.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2813, pruned_loss=0.05239, over 2477315.01 frames. utt_duration=401 frames, utt_pad_proportion=0.06982, over 24782.09 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2947, pruned_loss=0.06715, over 2468065.67 frames. utt_duration=1257 frames, utt_pad_proportion=0.05318, over 7863.22 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2802, pruned_loss=0.05083, over 2478652.56 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07082, over 26677.04 utterances.], batch size: 66, lr: 2.93e-04
2022-08-29 03:11:29,991 INFO [train.py:927] (5/8) Epoch 13, batch 18900, giga_loss[loss=0.1745, simple_loss=0.2567, pruned_loss=0.04613, over 12369.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.283, pruned_loss=0.052, over 2477382.24 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07175, over 24720.80 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2944, pruned_loss=0.06706, over 2468031.56 frames. utt_duration=1256 frames, utt_pad_proportion=0.05315, over 7866.26 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2821, pruned_loss=0.05051, over 2478674.63 frames. utt_duration=374 frames, utt_pad_proportion=0.07253, over 26591.87 utterances.], batch size: 362, lr: 2.93e-04
2022-08-29 03:13:29,276 INFO [train.py:927] (5/8) Epoch 13, batch 18950, giga_loss[loss=0.1792, simple_loss=0.2745, pruned_loss=0.04199, over 12393.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04662, over 161.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2848, pruned_loss=0.05269, over 2477523.05 frames. utt_duration=391.8 frames, utt_pad_proportion=0.07179, over 25373.93 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2941, pruned_loss=0.06676, over 2467942.73 frames. utt_duration=1260 frames, utt_pad_proportion=0.05235, over 7847.13 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05152, over 2478795.67 frames. utt_duration=366 frames, utt_pad_proportion=0.07266, over 27181.24 utterances.], batch size: 161, lr: 2.93e-04
2022-08-29 03:15:30,789 INFO [train.py:927] (5/8) Epoch 13, batch 19000, giga_loss[loss=0.2067, simple_loss=0.3037, pruned_loss=0.05489, over 12436.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04834, over 147.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2832, pruned_loss=0.05186, over 2477773.24 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07002, over 25635.49 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2938, pruned_loss=0.06662, over 2468004.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.0518, over 7830.55 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2829, pruned_loss=0.05088, over 2478851.19 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07099, over 27302.43 utterances.], batch size: 147, lr: 2.93e-04
2022-08-29 03:17:30,965 INFO [train.py:927] (5/8) Epoch 13, batch 19050, giga_loss[loss=0.1461, simple_loss=0.2282, pruned_loss=0.03198, over 12235.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.02895, over 28.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2819, pruned_loss=0.05188, over 2477132.75 frames. utt_duration=388.2 frames, utt_pad_proportion=0.07211, over 25607.05 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2939, pruned_loss=0.06667, over 2467995.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05102, over 7809.12 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2814, pruned_loss=0.05081, over 2478180.24 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07302, over 27254.29 utterances.], batch size: 28, lr: 2.93e-04
2022-08-29 03:19:35,339 INFO [train.py:927] (5/8) Epoch 13, batch 19100, giga_loss[loss=0.1988, simple_loss=0.2931, pruned_loss=0.05223, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2827, pruned_loss=0.05204, over 2477080.74 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07117, over 25016.98 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2933, pruned_loss=0.06633, over 2467840.45 frames. utt_duration=1268 frames, utt_pad_proportion=0.05102, over 7795.03 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2826, pruned_loss=0.05115, over 2478248.48 frames. utt_duration=372 frames, utt_pad_proportion=0.07205, over 26736.54 utterances.], batch size: 105, lr: 2.93e-04
2022-08-29 03:21:30,057 INFO [train.py:927] (5/8) Epoch 13, batch 19150, libri_loss[loss=0.1811, simple_loss=0.2626, pruned_loss=0.04984, over 12194.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007805, over 30.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2846, pruned_loss=0.05351, over 2476962.11 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07178, over 25124.22 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2934, pruned_loss=0.06645, over 2467898.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05056, over 7791.05 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2843, pruned_loss=0.05254, over 2477979.97 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07264, over 26721.28 utterances.], batch size: 30, lr: 2.93e-04
2022-08-29 03:23:33,839 INFO [train.py:927] (5/8) Epoch 13, batch 19200, giga_loss[loss=0.2122, simple_loss=0.2996, pruned_loss=0.06243, over 12355.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03317, over 97.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2874, pruned_loss=0.05442, over 2477629.96 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07428, over 25501.56 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2939, pruned_loss=0.06666, over 2468158.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.05501, over 7884.77 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05329, over 2478328.61 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07377, over 26919.47 utterances.], batch size: 97, lr: 2.93e-04
2022-08-29 03:25:47,963 INFO [train.py:927] (5/8) Epoch 13, batch 19250, giga_loss[loss=0.17, simple_loss=0.2625, pruned_loss=0.03877, over 12452.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0258, over 122.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2862, pruned_loss=0.05405, over 2477525.12 frames. utt_duration=393 frames, utt_pad_proportion=0.07548, over 25297.36 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2936, pruned_loss=0.06642, over 2467933.59 frames. utt_duration=1258 frames, utt_pad_proportion=0.05394, over 7858.59 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2856, pruned_loss=0.05303, over 2478531.21 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07549, over 26932.17 utterances.], batch size: 122, lr: 2.93e-04
2022-08-29 03:27:45,010 INFO [train.py:927] (5/8) Epoch 13, batch 19300, giga_loss[loss=0.1889, simple_loss=0.2802, pruned_loss=0.04879, over 12396.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04906, over 161.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2861, pruned_loss=0.05429, over 2477740.20 frames. utt_duration=381.1 frames, utt_pad_proportion=0.07777, over 26089.36 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2933, pruned_loss=0.06614, over 2468160.63 frames. utt_duration=1262 frames, utt_pad_proportion=0.05313, over 7834.58 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2858, pruned_loss=0.05351, over 2478523.99 frames. utt_duration=359.1 frames, utt_pad_proportion=0.07791, over 27698.42 utterances.], batch size: 161, lr: 2.93e-04
2022-08-29 03:29:48,079 INFO [train.py:927] (5/8) Epoch 13, batch 19350, libri_loss[loss=0.2017, simple_loss=0.2778, pruned_loss=0.06274, over 12210.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006403, over 31.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2852, pruned_loss=0.05513, over 2477140.18 frames. utt_duration=396.8 frames, utt_pad_proportion=0.0779, over 25045.71 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2936, pruned_loss=0.06658, over 2468214.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.0598, over 7960.47 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2843, pruned_loss=0.05351, over 2478276.48 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07685, over 27235.53 utterances.], batch size: 31, lr: 2.93e-04
2022-08-29 03:31:47,557 INFO [train.py:927] (5/8) Epoch 13, batch 19400, giga_loss[loss=0.1726, simple_loss=0.27, pruned_loss=0.03753, over 12463.00 frames. utt_duration=703.3 frames, utt_pad_proportion=0.03261, over 71.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2844, pruned_loss=0.05378, over 2477220.27 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07639, over 24976.52 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2933, pruned_loss=0.06644, over 2468320.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.05867, over 7933.76 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2838, pruned_loss=0.05234, over 2478253.59 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07606, over 27156.37 utterances.], batch size: 71, lr: 2.93e-04
2022-08-29 03:33:41,371 INFO [train.py:927] (5/8) Epoch 13, batch 19450, giga_loss[loss=0.1838, simple_loss=0.281, pruned_loss=0.04331, over 12268.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2853, pruned_loss=0.05275, over 2477744.49 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07344, over 24432.74 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2931, pruned_loss=0.06637, over 2468360.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.06224, over 7984.01 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2848, pruned_loss=0.05135, over 2478729.20 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07253, over 26509.89 utterances.], batch size: 54, lr: 2.93e-04
2022-08-29 03:35:52,343 INFO [train.py:927] (5/8) Epoch 13, batch 19500, libri_loss[loss=0.1835, simple_loss=0.2597, pruned_loss=0.05368, over 12453.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009713, over 29.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2856, pruned_loss=0.05231, over 2478008.37 frames. utt_duration=410.8 frames, utt_pad_proportion=0.07221, over 24199.29 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2931, pruned_loss=0.06633, over 2468562.28 frames. utt_duration=1239 frames, utt_pad_proportion=0.0616, over 7977.21 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.285, pruned_loss=0.05104, over 2478729.96 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07178, over 26078.86 utterances.], batch size: 29, lr: 2.93e-04
2022-08-29 03:37:59,714 INFO [train.py:927] (5/8) Epoch 13, batch 19550, giga_loss[loss=0.1845, simple_loss=0.2817, pruned_loss=0.04365, over 12423.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2851, pruned_loss=0.05218, over 2477558.68 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07196, over 24490.51 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2924, pruned_loss=0.06601, over 2468300.23 frames. utt_duration=1247 frames, utt_pad_proportion=0.06005, over 7925.78 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.285, pruned_loss=0.05103, over 2478639.35 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07214, over 26545.00 utterances.], batch size: 161, lr: 2.93e-04
2022-08-29 03:40:14,160 INFO [train.py:927] (5/8) Epoch 13, batch 19600, giga_loss[loss=0.1827, simple_loss=0.2815, pruned_loss=0.04193, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.0418, over 31.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2859, pruned_loss=0.05221, over 2477585.47 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07252, over 25122.52 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2922, pruned_loss=0.06593, over 2468348.79 frames. utt_duration=1250 frames, utt_pad_proportion=0.05931, over 7909.37 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2859, pruned_loss=0.05114, over 2478564.38 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07286, over 27051.02 utterances.], batch size: 31, lr: 2.93e-04
2022-08-29 03:42:31,594 INFO [train.py:927] (5/8) Epoch 13, batch 19650, giga_loss[loss=0.1734, simple_loss=0.2605, pruned_loss=0.04312, over 12227.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02883, over 42.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.288, pruned_loss=0.05343, over 2477258.96 frames. utt_duration=399.5 frames, utt_pad_proportion=0.0714, over 24874.88 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2926, pruned_loss=0.06621, over 2468268.31 frames. utt_duration=1240 frames, utt_pad_proportion=0.0628, over 7972.91 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2877, pruned_loss=0.05209, over 2478280.99 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07093, over 26651.83 utterances.], batch size: 42, lr: 2.93e-04
2022-08-29 03:44:49,678 INFO [train.py:927] (5/8) Epoch 13, batch 19700, libri_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08688, over 12397.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02392, over 43.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2883, pruned_loss=0.05365, over 2476860.87 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07029, over 24249.89 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2936, pruned_loss=0.06648, over 2468156.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.06118, over 7948.11 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2869, pruned_loss=0.05178, over 2478162.81 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07054, over 26394.52 utterances.], batch size: 43, lr: 2.93e-04
2022-08-29 03:46:52,351 INFO [train.py:927] (5/8) Epoch 13, batch 19750, giga_loss[loss=0.2011, simple_loss=0.2929, pruned_loss=0.05468, over 12373.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2882, pruned_loss=0.05347, over 2477257.08 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0725, over 24445.28 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.294, pruned_loss=0.0669, over 2468344.00 frames. utt_duration=1222 frames, utt_pad_proportion=0.06897, over 8092.65 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2866, pruned_loss=0.05139, over 2478286.80 frames. utt_duration=378 frames, utt_pad_proportion=0.07057, over 26307.57 utterances.], batch size: 91, lr: 2.93e-04
2022-08-29 03:48:51,707 INFO [train.py:927] (5/8) Epoch 13, batch 19800, giga_loss[loss=0.1975, simple_loss=0.2919, pruned_loss=0.05149, over 12392.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03469, over 122.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2899, pruned_loss=0.05408, over 2477526.59 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07141, over 24395.89 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2941, pruned_loss=0.06702, over 2468133.72 frames. utt_duration=1212 frames, utt_pad_proportion=0.07312, over 8153.03 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2884, pruned_loss=0.05206, over 2478709.74 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06868, over 26123.83 utterances.], batch size: 122, lr: 2.93e-04
2022-08-29 03:50:41,107 INFO [train.py:927] (5/8) Epoch 13, batch 19850, giga_loss[loss=0.2238, simple_loss=0.2933, pruned_loss=0.07711, over 12399.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.199, simple_loss=0.289, pruned_loss=0.05452, over 2477633.76 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06829, over 24075.16 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2944, pruned_loss=0.06723, over 2468270.70 frames. utt_duration=1214 frames, utt_pad_proportion=0.07142, over 8142.51 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2874, pruned_loss=0.05237, over 2478733.42 frames. utt_duration=384 frames, utt_pad_proportion=0.06674, over 25899.55 utterances.], batch size: 258, lr: 2.93e-04
2022-08-29 03:52:37,707 INFO [train.py:927] (5/8) Epoch 13, batch 19900, giga_loss[loss=0.2467, simple_loss=0.3408, pruned_loss=0.07631, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2903, pruned_loss=0.05553, over 2477603.36 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06636, over 24142.01 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2941, pruned_loss=0.06709, over 2468149.88 frames. utt_duration=1219 frames, utt_pad_proportion=0.07053, over 8109.86 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2893, pruned_loss=0.05372, over 2478778.92 frames. utt_duration=383.5 frames, utt_pad_proportion=0.0655, over 25935.64 utterances.], batch size: 58, lr: 2.93e-04
2022-08-29 03:54:23,273 INFO [train.py:927] (5/8) Epoch 13, batch 19950, giga_loss[loss=0.2178, simple_loss=0.313, pruned_loss=0.06131, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.297, pruned_loss=0.05872, over 2477228.00 frames. utt_duration=431 frames, utt_pad_proportion=0.06903, over 23054.70 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2946, pruned_loss=0.06738, over 2468301.11 frames. utt_duration=1208 frames, utt_pad_proportion=0.07321, over 8183.99 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2956, pruned_loss=0.05681, over 2478244.07 frames. utt_duration=401.4 frames, utt_pad_proportion=0.0674, over 24769.16 utterances.], batch size: 146, lr: 2.93e-04
2022-08-29 03:56:06,164 INFO [train.py:927] (5/8) Epoch 13, batch 20000, libri_loss[loss=0.1479, simple_loss=0.239, pruned_loss=0.02835, over 12394.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008373, over 30.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2957, pruned_loss=0.05911, over 2476532.47 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07159, over 22502.31 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2948, pruned_loss=0.06744, over 2468594.27 frames. utt_duration=1206 frames, utt_pad_proportion=0.0721, over 8194.46 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2945, pruned_loss=0.05729, over 2477353.82 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07042, over 24344.55 utterances.], batch size: 30, lr: 2.93e-04
2022-08-29 03:57:50,772 INFO [train.py:927] (5/8) Epoch 13, batch 20050, libri_loss[loss=0.2217, simple_loss=0.31, pruned_loss=0.06673, over 12327.00 frames. utt_duration=760.1 frames, utt_pad_proportion=0.1353, over 65.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2893, pruned_loss=0.05731, over 2475460.43 frames. utt_duration=453 frames, utt_pad_proportion=0.07103, over 21922.41 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2948, pruned_loss=0.06742, over 2468700.80 frames. utt_duration=1200 frames, utt_pad_proportion=0.0727, over 8237.53 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2884, pruned_loss=0.05567, over 2476184.18 frames. utt_duration=420 frames, utt_pad_proportion=0.06986, over 23659.77 utterances.], batch size: 65, lr: 2.93e-04
2022-08-29 03:59:35,560 INFO [train.py:927] (5/8) Epoch 13, batch 20100, giga_loss[loss=0.1706, simple_loss=0.246, pruned_loss=0.04758, over 12284.00 frames. utt_duration=793.9 frames, utt_pad_proportion=0.03884, over 62.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2812, pruned_loss=0.05467, over 2474193.55 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07399, over 21715.17 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2947, pruned_loss=0.06743, over 2468664.04 frames. utt_duration=1201 frames, utt_pad_proportion=0.07259, over 8234.23 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2805, pruned_loss=0.05326, over 2474844.35 frames. utt_duration=428 frames, utt_pad_proportion=0.07292, over 23201.52 utterances.], batch size: 62, lr: 2.93e-04
2022-08-29 04:01:18,044 INFO [train.py:927] (5/8) Epoch 13, batch 20150, giga_loss[loss=0.1758, simple_loss=0.2616, pruned_loss=0.045, over 12410.00 frames. utt_duration=513.2 frames, utt_pad_proportion=0.02812, over 97.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2758, pruned_loss=0.05271, over 2473418.97 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0702, over 20345.69 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2949, pruned_loss=0.06751, over 2468427.64 frames. utt_duration=1195 frames, utt_pad_proportion=0.0749, over 8270.76 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2745, pruned_loss=0.05104, over 2474306.61 frames. utt_duration=453 frames, utt_pad_proportion=0.06862, over 21915.04 utterances.], batch size: 97, lr: 2.93e-04
2022-08-29 04:03:03,255 INFO [train.py:927] (5/8) Epoch 13, batch 20200, giga_loss[loss=0.1582, simple_loss=0.2471, pruned_loss=0.03464, over 12272.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02701, over 54.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2704, pruned_loss=0.05043, over 2473358.66 frames. utt_duration=513.4 frames, utt_pad_proportion=0.0663, over 19324.23 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2951, pruned_loss=0.06758, over 2468543.50 frames. utt_duration=1196 frames, utt_pad_proportion=0.07459, over 8268.41 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2691, pruned_loss=0.04898, over 2473969.53 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06531, over 20607.56 utterances.], batch size: 54, lr: 2.93e-04
2022-08-29 04:04:46,091 INFO [train.py:927] (5/8) Epoch 13, batch 20250, libri_loss[loss=0.2325, simple_loss=0.309, pruned_loss=0.07796, over 12338.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01701, over 41.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.267, pruned_loss=0.04941, over 2473629.22 frames. utt_duration=520 frames, utt_pad_proportion=0.0658, over 19080.01 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2947, pruned_loss=0.06739, over 2468778.87 frames. utt_duration=1193 frames, utt_pad_proportion=0.07629, over 8288.55 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.2653, pruned_loss=0.04772, over 2474091.01 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06417, over 20513.13 utterances.], batch size: 41, lr: 2.93e-04
2022-08-29 04:06:36,368 INFO [train.py:927] (5/8) Epoch 13, batch 20300, giga_loss[loss=0.1619, simple_loss=0.2392, pruned_loss=0.04227, over 12244.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0303, over 42.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2626, pruned_loss=0.04773, over 2473789.26 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06482, over 19197.30 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.295, pruned_loss=0.06769, over 2468570.94 frames. utt_duration=1193 frames, utt_pad_proportion=0.07624, over 8287.41 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2606, pruned_loss=0.04593, over 2474384.33 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06354, over 20460.38 utterances.], batch size: 42, lr: 2.93e-04
2022-08-29 04:08:18,379 INFO [train.py:927] (5/8) Epoch 13, batch 20350, giga_loss[loss=0.1505, simple_loss=0.2301, pruned_loss=0.0355, over 12379.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04541, over 146.00 utterances.], tot_loss[loss=0.1743, simple_loss=0.2572, pruned_loss=0.04571, over 2474600.90 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06238, over 18931.56 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2953, pruned_loss=0.06782, over 2468650.37 frames. utt_duration=1194 frames, utt_pad_proportion=0.07562, over 8279.56 utterances.], giga_tot_loss[loss=0.1715, simple_loss=0.255, pruned_loss=0.04399, over 2475036.03 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06168, over 20026.85 utterances.], batch size: 146, lr: 2.93e-04
2022-08-29 04:10:02,133 INFO [train.py:927] (5/8) Epoch 13, batch 20400, giga_loss[loss=0.23, simple_loss=0.3197, pruned_loss=0.07019, over 12385.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03823, over 145.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2616, pruned_loss=0.04824, over 2475099.27 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06463, over 19287.03 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2946, pruned_loss=0.06747, over 2468566.17 frames. utt_duration=1198 frames, utt_pad_proportion=0.07466, over 8252.18 utterances.], giga_tot_loss[loss=0.1767, simple_loss=0.2599, pruned_loss=0.04681, over 2475599.51 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06424, over 20367.24 utterances.], batch size: 145, lr: 2.93e-04
2022-08-29 04:11:43,963 INFO [train.py:927] (5/8) Epoch 13, batch 20450, giga_loss[loss=0.2422, simple_loss=0.3255, pruned_loss=0.07943, over 12388.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.1878, simple_loss=0.2714, pruned_loss=0.05214, over 2474486.41 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06061, over 18640.03 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2946, pruned_loss=0.06748, over 2468464.69 frames. utt_duration=1200 frames, utt_pad_proportion=0.07411, over 8237.68 utterances.], giga_tot_loss[loss=0.1857, simple_loss=0.2698, pruned_loss=0.05085, over 2475035.03 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06065, over 19600.40 utterances.], batch size: 146, lr: 2.93e-04
2022-08-29 04:13:26,828 INFO [train.py:927] (5/8) Epoch 13, batch 20500, giga_loss[loss=0.2178, simple_loss=0.3117, pruned_loss=0.06195, over 12390.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.04135, over 105.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2777, pruned_loss=0.0541, over 2474186.06 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05793, over 18354.11 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.294, pruned_loss=0.06726, over 2468589.52 frames. utt_duration=1204 frames, utt_pad_proportion=0.07307, over 8211.19 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2765, pruned_loss=0.05294, over 2474626.33 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05835, over 19362.93 utterances.], batch size: 105, lr: 2.93e-04
2022-08-29 04:15:12,293 INFO [train.py:927] (5/8) Epoch 13, batch 20550, giga_loss[loss=0.2116, simple_loss=0.2892, pruned_loss=0.06694, over 12247.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02924, over 54.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2814, pruned_loss=0.05524, over 2474530.86 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05526, over 17709.10 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2933, pruned_loss=0.06703, over 2468183.88 frames. utt_duration=1213 frames, utt_pad_proportion=0.07173, over 8150.67 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2806, pruned_loss=0.05418, over 2475439.58 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05614, over 18844.94 utterances.], batch size: 54, lr: 2.93e-04
2022-08-29 04:16:57,661 INFO [train.py:927] (5/8) Epoch 13, batch 20600, giga_loss[loss=0.2847, simple_loss=0.347, pruned_loss=0.1112, over 12395.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2858, pruned_loss=0.0583, over 2473709.25 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05774, over 17351.95 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2932, pruned_loss=0.067, over 2468226.95 frames. utt_duration=1216 frames, utt_pad_proportion=0.07004, over 8129.32 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2849, pruned_loss=0.05705, over 2474644.13 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05869, over 18662.86 utterances.], batch size: 259, lr: 2.93e-04
2022-08-29 04:18:40,812 INFO [train.py:927] (5/8) Epoch 13, batch 20650, giga_loss[loss=0.209, simple_loss=0.3035, pruned_loss=0.05725, over 12433.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04403, over 114.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2909, pruned_loss=0.06034, over 2473668.09 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05973, over 17918.13 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.06703, over 2468296.56 frames. utt_duration=1215 frames, utt_pad_proportion=0.06979, over 8137.97 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.29, pruned_loss=0.05926, over 2474387.16 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06042, over 19026.68 utterances.], batch size: 114, lr: 2.93e-04
2022-08-29 04:20:22,479 INFO [train.py:927] (5/8) Epoch 13, batch 20700, giga_loss[loss=0.2206, simple_loss=0.3119, pruned_loss=0.06465, over 12353.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03323, over 62.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2945, pruned_loss=0.0615, over 2473991.29 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06596, over 18399.92 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2938, pruned_loss=0.06713, over 2468413.60 frames. utt_duration=1217 frames, utt_pad_proportion=0.06895, over 8125.95 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2934, pruned_loss=0.06048, over 2474531.02 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06653, over 19431.69 utterances.], batch size: 62, lr: 2.93e-04
2022-08-29 04:22:05,795 INFO [train.py:927] (5/8) Epoch 13, batch 20750, giga_loss[loss=0.2015, simple_loss=0.2941, pruned_loss=0.05438, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02882, over 48.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2956, pruned_loss=0.0607, over 2474345.66 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06216, over 17577.65 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2937, pruned_loss=0.06697, over 2468854.35 frames. utt_duration=1220 frames, utt_pad_proportion=0.0677, over 8104.39 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2948, pruned_loss=0.05987, over 2474525.14 frames. utt_duration=531 frames, utt_pad_proportion=0.06327, over 18692.72 utterances.], batch size: 48, lr: 2.93e-04
2022-08-29 04:23:49,525 INFO [train.py:927] (5/8) Epoch 13, batch 20800, giga_loss[loss=0.195, simple_loss=0.2811, pruned_loss=0.05443, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03574, over 40.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06034, over 2474197.72 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06571, over 17405.20 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2937, pruned_loss=0.06702, over 2468706.45 frames. utt_duration=1214 frames, utt_pad_proportion=0.07046, over 8142.85 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2953, pruned_loss=0.05943, over 2474657.56 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06516, over 18534.73 utterances.], batch size: 40, lr: 2.93e-04
2022-08-29 04:25:32,255 INFO [train.py:927] (5/8) Epoch 13, batch 20850, giga_loss[loss=0.2329, simple_loss=0.3131, pruned_loss=0.07636, over 12415.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.0384, over 26.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2976, pruned_loss=0.0626, over 2473936.66 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06687, over 17280.48 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2935, pruned_loss=0.06691, over 2468727.00 frames. utt_duration=1219 frames, utt_pad_proportion=0.06916, over 8112.54 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2974, pruned_loss=0.06184, over 2474386.53 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06681, over 18403.41 utterances.], batch size: 26, lr: 2.93e-04
2022-08-29 04:27:16,259 INFO [train.py:927] (5/8) Epoch 13, batch 20900, giga_loss[loss=0.2307, simple_loss=0.3091, pruned_loss=0.07615, over 12450.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04283, over 114.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2975, pruned_loss=0.06368, over 2473981.60 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06228, over 16782.59 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.06697, over 2469185.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06704, over 8098.44 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2976, pruned_loss=0.06284, over 2474167.01 frames. utt_duration=548 frames, utt_pad_proportion=0.06333, over 18108.46 utterances.], batch size: 114, lr: 2.93e-04
2022-08-29 04:29:02,055 INFO [train.py:927] (5/8) Epoch 13, batch 20950, giga_loss[loss=0.2201, simple_loss=0.2999, pruned_loss=0.07015, over 12363.00 frames. utt_duration=1238 frames, utt_pad_proportion=0.04119, over 40.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2961, pruned_loss=0.06375, over 2474068.57 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06014, over 16692.41 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2928, pruned_loss=0.06675, over 2469279.02 frames. utt_duration=1231 frames, utt_pad_proportion=0.06526, over 8034.43 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2969, pruned_loss=0.06316, over 2474296.33 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06179, over 18124.01 utterances.], batch size: 40, lr: 2.93e-04
2022-08-29 04:30:45,358 INFO [train.py:927] (5/8) Epoch 13, batch 21000, giga_loss[loss=0.2149, simple_loss=0.2993, pruned_loss=0.06525, over 12306.00 frames. utt_duration=850.2 frames, utt_pad_proportion=0.03609, over 58.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06332, over 2474078.33 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05604, over 16430.96 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2927, pruned_loss=0.06674, over 2469526.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06377, over 8001.88 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2962, pruned_loss=0.06275, over 2474151.30 frames. utt_duration=556.4 frames, utt_pad_proportion=0.0582, over 17833.85 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 04:30:45,359 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 04:31:00,662 INFO [train.py:967] (5/8) 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 04:32:43,738 INFO [train.py:927] (5/8) Epoch 13, batch 21050, giga_loss[loss=0.2075, simple_loss=0.3069, pruned_loss=0.05402, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03049, over 58.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.292, pruned_loss=0.06194, over 2474236.56 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06484, over 17373.38 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2927, pruned_loss=0.06688, over 2469468.20 frames. utt_duration=1237 frames, utt_pad_proportion=0.06293, over 7991.95 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2926, pruned_loss=0.06128, over 2474425.79 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06626, over 18664.82 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 04:34:25,687 INFO [train.py:927] (5/8) Epoch 13, batch 21100, giga_loss[loss=0.1931, simple_loss=0.2805, pruned_loss=0.05292, over 12377.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04189, over 133.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.288, pruned_loss=0.06049, over 2475144.23 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06988, over 18227.38 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2926, pruned_loss=0.06697, over 2470024.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06654, over 8061.85 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2885, pruned_loss=0.05969, over 2474987.47 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06955, over 19564.64 utterances.], batch size: 133, lr: 2.92e-04
2022-08-29 04:36:06,853 INFO [train.py:927] (5/8) Epoch 13, batch 21150, giga_loss[loss=0.2055, simple_loss=0.2827, pruned_loss=0.06418, over 12289.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.0261, over 54.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.287, pruned_loss=0.0599, over 2474142.08 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06495, over 17603.96 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2926, pruned_loss=0.06696, over 2469955.82 frames. utt_duration=1225 frames, utt_pad_proportion=0.06686, over 8074.29 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2874, pruned_loss=0.0592, over 2474121.45 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06482, over 18734.19 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 04:37:44,909 INFO [train.py:927] (5/8) Epoch 13, batch 21200, libri_loss[loss=0.2274, simple_loss=0.3096, pruned_loss=0.07257, over 12399.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008626, over 38.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2858, pruned_loss=0.0595, over 2473783.28 frames. utt_duration=572 frames, utt_pad_proportion=0.06488, over 17345.19 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2928, pruned_loss=0.067, over 2470053.31 frames. utt_duration=1229 frames, utt_pad_proportion=0.06535, over 8050.45 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2858, pruned_loss=0.05871, over 2473784.59 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06537, over 18531.68 utterances.], batch size: 38, lr: 2.92e-04
2022-08-29 04:39:26,076 INFO [train.py:927] (5/8) Epoch 13, batch 21250, giga_loss[loss=0.1877, simple_loss=0.2713, pruned_loss=0.05203, over 12342.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03296, over 58.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2819, pruned_loss=0.05783, over 2473746.06 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06278, over 16908.82 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2924, pruned_loss=0.06683, over 2469723.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.06477, over 8023.83 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.282, pruned_loss=0.05724, over 2474092.45 frames. utt_duration=551.5 frames, utt_pad_proportion=0.0635, over 17993.93 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 04:41:06,806 INFO [train.py:927] (5/8) Epoch 13, batch 21300, libri_loss[loss=0.208, simple_loss=0.2943, pruned_loss=0.06085, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005266, over 34.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2786, pruned_loss=0.05646, over 2473431.61 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05786, over 16002.80 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2922, pruned_loss=0.06655, over 2469616.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.06366, over 8003.55 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2786, pruned_loss=0.05598, over 2473886.87 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05917, over 17113.24 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 04:42:46,255 INFO [train.py:927] (5/8) Epoch 13, batch 21350, giga_loss[loss=0.1553, simple_loss=0.2342, pruned_loss=0.03821, over 12334.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05359, over 34.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2753, pruned_loss=0.05527, over 2473140.35 frames. utt_duration=634.2 frames, utt_pad_proportion=0.0544, over 15635.07 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2921, pruned_loss=0.06653, over 2469646.65 frames. utt_duration=1233 frames, utt_pad_proportion=0.06402, over 8018.57 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2752, pruned_loss=0.05481, over 2473502.49 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05546, over 16561.18 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 04:44:27,304 INFO [train.py:927] (5/8) Epoch 13, batch 21400, giga_loss[loss=0.1978, simple_loss=0.2797, pruned_loss=0.05797, over 12381.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2731, pruned_loss=0.05486, over 2472370.62 frames. utt_duration=642.1 frames, utt_pad_proportion=0.0573, over 15437.97 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.292, pruned_loss=0.06661, over 2469520.50 frames. utt_duration=1227 frames, utt_pad_proportion=0.06668, over 8063.52 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2727, pruned_loss=0.05412, over 2472846.38 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05656, over 16326.98 utterances.], batch size: 182, lr: 2.92e-04
2022-08-29 04:46:08,626 INFO [train.py:927] (5/8) Epoch 13, batch 21450, giga_loss[loss=0.1804, simple_loss=0.2489, pruned_loss=0.05598, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03486, over 43.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2731, pruned_loss=0.05535, over 2472961.25 frames. utt_duration=644.9 frames, utt_pad_proportion=0.06042, over 15374.73 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2924, pruned_loss=0.06692, over 2469516.84 frames. utt_duration=1204 frames, utt_pad_proportion=0.07434, over 8214.81 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2721, pruned_loss=0.05432, over 2473389.44 frames. utt_duration=618.4 frames, utt_pad_proportion=0.05597, over 16036.51 utterances.], batch size: 43, lr: 2.92e-04
2022-08-29 04:47:54,706 INFO [train.py:927] (5/8) Epoch 13, batch 21500, giga_loss[loss=0.2022, simple_loss=0.2809, pruned_loss=0.06176, over 12476.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02908, over 55.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2783, pruned_loss=0.05849, over 2472422.48 frames. utt_duration=607.9 frames, utt_pad_proportion=0.06728, over 16309.23 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2928, pruned_loss=0.06705, over 2469531.62 frames. utt_duration=1190 frames, utt_pad_proportion=0.07788, over 8312.06 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2767, pruned_loss=0.05725, over 2472839.38 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06176, over 16954.66 utterances.], batch size: 55, lr: 2.92e-04
2022-08-29 04:49:36,649 INFO [train.py:927] (5/8) Epoch 13, batch 21550, giga_loss[loss=0.2211, simple_loss=0.3147, pruned_loss=0.06379, over 12362.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02872, over 91.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2849, pruned_loss=0.06105, over 2472232.16 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06415, over 16647.53 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.293, pruned_loss=0.06723, over 2469451.26 frames. utt_duration=1182 frames, utt_pad_proportion=0.08051, over 8364.82 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2832, pruned_loss=0.05978, over 2472697.29 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05873, over 17264.62 utterances.], batch size: 91, lr: 2.92e-04
2022-08-29 04:51:21,040 INFO [train.py:927] (5/8) Epoch 13, batch 21600, giga_loss[loss=0.213, simple_loss=0.298, pruned_loss=0.06395, over 12317.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03197, over 58.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2898, pruned_loss=0.06239, over 2471854.75 frames. utt_duration=617 frames, utt_pad_proportion=0.05912, over 16064.25 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2932, pruned_loss=0.06732, over 2469799.25 frames. utt_duration=1184 frames, utt_pad_proportion=0.07898, over 8356.90 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2881, pruned_loss=0.06113, over 2471978.15 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05527, over 16783.17 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 04:53:00,598 INFO [train.py:927] (5/8) Epoch 13, batch 21650, giga_loss[loss=0.1945, simple_loss=0.2835, pruned_loss=0.05277, over 12409.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04992, over 161.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2948, pruned_loss=0.06394, over 2471960.77 frames. utt_duration=580.3 frames, utt_pad_proportion=0.0631, over 17083.89 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2937, pruned_loss=0.06749, over 2469828.59 frames. utt_duration=1182 frames, utt_pad_proportion=0.07812, over 8366.36 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2929, pruned_loss=0.06268, over 2472078.94 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06023, over 17887.90 utterances.], batch size: 161, lr: 2.92e-04
2022-08-29 04:54:39,600 INFO [train.py:927] (5/8) Epoch 13, batch 21700, giga_loss[loss=0.1959, simple_loss=0.2802, pruned_loss=0.05578, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04194, over 31.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2936, pruned_loss=0.0626, over 2472056.66 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06482, over 17488.53 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2935, pruned_loss=0.0674, over 2469977.22 frames. utt_duration=1185 frames, utt_pad_proportion=0.07705, over 8345.83 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2924, pruned_loss=0.06153, over 2472078.12 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06282, over 18439.95 utterances.], batch size: 31, lr: 2.92e-04
2022-08-29 04:56:20,281 INFO [train.py:927] (5/8) Epoch 13, batch 21750, giga_loss[loss=0.2249, simple_loss=0.3067, pruned_loss=0.07153, over 12416.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06157, over 183.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2964, pruned_loss=0.06417, over 2472630.51 frames. utt_duration=530.7 frames, utt_pad_proportion=0.07199, over 18688.24 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2948, pruned_loss=0.06833, over 2470152.80 frames. utt_duration=1146 frames, utt_pad_proportion=0.08944, over 8632.41 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2942, pruned_loss=0.06231, over 2472555.37 frames. utt_duration=509 frames, utt_pad_proportion=0.06464, over 19489.32 utterances.], batch size: 183, lr: 2.92e-04
2022-08-29 04:58:03,949 INFO [train.py:927] (5/8) Epoch 13, batch 21800, giga_loss[loss=0.2167, simple_loss=0.3035, pruned_loss=0.06502, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02738, over 54.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2974, pruned_loss=0.06423, over 2472716.83 frames. utt_duration=533.1 frames, utt_pad_proportion=0.068, over 18607.37 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2949, pruned_loss=0.06835, over 2470331.30 frames. utt_duration=1147 frames, utt_pad_proportion=0.0884, over 8623.95 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2957, pruned_loss=0.06269, over 2472531.47 frames. utt_duration=512 frames, utt_pad_proportion=0.06261, over 19374.94 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 04:59:47,539 INFO [train.py:927] (5/8) Epoch 13, batch 21850, giga_loss[loss=0.1951, simple_loss=0.2866, pruned_loss=0.05179, over 12319.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2993, pruned_loss=0.06554, over 2473283.66 frames. utt_duration=520.5 frames, utt_pad_proportion=0.07177, over 19062.39 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2953, pruned_loss=0.06848, over 2470265.24 frames. utt_duration=1140 frames, utt_pad_proportion=0.0908, over 8677.49 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2976, pruned_loss=0.06413, over 2473257.75 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06626, over 19817.04 utterances.], batch size: 62, lr: 2.92e-04
2022-08-29 05:01:32,061 INFO [train.py:927] (5/8) Epoch 13, batch 21900, giga_loss[loss=0.23, simple_loss=0.313, pruned_loss=0.07355, over 12361.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3003, pruned_loss=0.0664, over 2473658.83 frames. utt_duration=526.3 frames, utt_pad_proportion=0.07117, over 18853.73 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2954, pruned_loss=0.06848, over 2470348.72 frames. utt_duration=1142 frames, utt_pad_proportion=0.0901, over 8662.76 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.299, pruned_loss=0.06527, over 2473584.54 frames. utt_duration=507.7 frames, utt_pad_proportion=0.067, over 19547.30 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 05:03:11,782 INFO [train.py:927] (5/8) Epoch 13, batch 21950, giga_loss[loss=0.2263, simple_loss=0.3125, pruned_loss=0.07, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3005, pruned_loss=0.06624, over 2472657.07 frames. utt_duration=558.3 frames, utt_pad_proportion=0.0663, over 17764.83 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2951, pruned_loss=0.06852, over 2470513.51 frames. utt_duration=1147 frames, utt_pad_proportion=0.08858, over 8624.94 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2998, pruned_loss=0.06522, over 2472525.77 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06335, over 18666.17 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 05:04:53,982 INFO [train.py:927] (5/8) Epoch 13, batch 22000, giga_loss[loss=0.2245, simple_loss=0.3093, pruned_loss=0.06981, over 12398.00 frames. utt_duration=974.1 frames, utt_pad_proportion=0.02978, over 51.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3007, pruned_loss=0.06588, over 2472308.37 frames. utt_duration=590 frames, utt_pad_proportion=0.06121, over 16802.57 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2949, pruned_loss=0.06838, over 2470412.54 frames. utt_duration=1152 frames, utt_pad_proportion=0.08699, over 8585.70 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3004, pruned_loss=0.06515, over 2472340.20 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05945, over 17747.05 utterances.], batch size: 51, lr: 2.92e-04
2022-08-29 05:06:35,352 INFO [train.py:927] (5/8) Epoch 13, batch 22050, giga_loss[loss=0.2162, simple_loss=0.2901, pruned_loss=0.0711, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03975, over 37.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3, pruned_loss=0.06633, over 2472591.31 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06475, over 17071.09 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2953, pruned_loss=0.06849, over 2470435.01 frames. utt_duration=1149 frames, utt_pad_proportion=0.08694, over 8614.64 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2996, pruned_loss=0.06563, over 2472625.54 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06307, over 17897.28 utterances.], batch size: 37, lr: 2.92e-04
2022-08-29 05:08:17,868 INFO [train.py:927] (5/8) Epoch 13, batch 22100, giga_loss[loss=0.1847, simple_loss=0.2739, pruned_loss=0.04772, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03045, over 48.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2999, pruned_loss=0.06658, over 2472163.29 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06242, over 16137.32 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2958, pruned_loss=0.06867, over 2470549.42 frames. utt_duration=1143 frames, utt_pad_proportion=0.089, over 8656.21 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2993, pruned_loss=0.06578, over 2472135.17 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05974, over 17061.31 utterances.], batch size: 48, lr: 2.92e-04
2022-08-29 05:09:57,944 INFO [train.py:927] (5/8) Epoch 13, batch 22150, giga_loss[loss=0.1855, simple_loss=0.2707, pruned_loss=0.05016, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.036, over 37.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2998, pruned_loss=0.06625, over 2471874.64 frames. utt_duration=627.4 frames, utt_pad_proportion=0.06048, over 15797.37 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.296, pruned_loss=0.06882, over 2470693.28 frames. utt_duration=1135 frames, utt_pad_proportion=0.09101, over 8715.26 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2992, pruned_loss=0.06543, over 2471790.04 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05706, over 16684.82 utterances.], batch size: 37, lr: 2.92e-04
2022-08-29 05:11:40,184 INFO [train.py:927] (5/8) Epoch 13, batch 22200, giga_loss[loss=0.1786, simple_loss=0.272, pruned_loss=0.0426, over 12399.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04178, over 26.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2995, pruned_loss=0.06593, over 2471517.32 frames. utt_duration=626.3 frames, utt_pad_proportion=0.06496, over 15821.82 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2964, pruned_loss=0.069, over 2471093.12 frames. utt_duration=1129 frames, utt_pad_proportion=0.09237, over 8765.01 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2988, pruned_loss=0.06506, over 2471134.94 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06098, over 16673.27 utterances.], batch size: 26, lr: 2.92e-04
2022-08-29 05:13:22,514 INFO [train.py:927] (5/8) Epoch 13, batch 22250, giga_loss[loss=0.1802, simple_loss=0.2617, pruned_loss=0.04937, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02501, over 48.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2967, pruned_loss=0.06465, over 2471674.46 frames. utt_duration=645.2 frames, utt_pad_proportion=0.06017, over 15359.84 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2958, pruned_loss=0.06868, over 2470867.24 frames. utt_duration=1134 frames, utt_pad_proportion=0.09104, over 8727.75 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2967, pruned_loss=0.06415, over 2471586.74 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05741, over 16251.70 utterances.], batch size: 48, lr: 2.92e-04
2022-08-29 05:15:10,255 INFO [train.py:927] (5/8) Epoch 13, batch 22300, giga_loss[loss=0.2129, simple_loss=0.2918, pruned_loss=0.06702, over 12457.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04361, over 31.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2955, pruned_loss=0.06457, over 2472396.59 frames. utt_duration=622.3 frames, utt_pad_proportion=0.06131, over 15930.67 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2955, pruned_loss=0.06857, over 2471067.20 frames. utt_duration=1141 frames, utt_pad_proportion=0.0892, over 8675.55 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2958, pruned_loss=0.06415, over 2472191.68 frames. utt_duration=587 frames, utt_pad_proportion=0.0597, over 16889.13 utterances.], batch size: 31, lr: 2.92e-04
2022-08-29 05:16:49,970 INFO [train.py:927] (5/8) Epoch 13, batch 22350, giga_loss[loss=0.1708, simple_loss=0.2541, pruned_loss=0.04376, over 12280.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.0382, over 51.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2928, pruned_loss=0.06337, over 2472038.91 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05857, over 15500.13 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2954, pruned_loss=0.06845, over 2471009.12 frames. utt_duration=1142 frames, utt_pad_proportion=0.08799, over 8667.65 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2931, pruned_loss=0.06302, over 2471958.38 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05754, over 16460.43 utterances.], batch size: 51, lr: 2.92e-04
2022-08-29 05:18:35,453 INFO [train.py:927] (5/8) Epoch 13, batch 22400, giga_loss[loss=0.2068, simple_loss=0.2886, pruned_loss=0.06255, over 12453.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03077, over 55.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2891, pruned_loss=0.06154, over 2472356.41 frames. utt_duration=650.5 frames, utt_pad_proportion=0.0555, over 15237.26 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2952, pruned_loss=0.06836, over 2471022.48 frames. utt_duration=1144 frames, utt_pad_proportion=0.08735, over 8653.03 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2894, pruned_loss=0.06127, over 2472281.63 frames. utt_duration=617.1 frames, utt_pad_proportion=0.055, over 16063.97 utterances.], batch size: 55, lr: 2.92e-04
2022-08-29 05:20:17,824 INFO [train.py:927] (5/8) Epoch 13, batch 22450, libri_loss[loss=0.2251, simple_loss=0.2889, pruned_loss=0.08071, over 12295.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006477, over 35.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2856, pruned_loss=0.06013, over 2470904.71 frames. utt_duration=668.6 frames, utt_pad_proportion=0.05571, over 14814.99 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2949, pruned_loss=0.06829, over 2470656.25 frames. utt_duration=1152 frames, utt_pad_proportion=0.08566, over 8590.36 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2859, pruned_loss=0.05976, over 2471197.23 frames. utt_duration=630.7 frames, utt_pad_proportion=0.05577, over 15709.75 utterances.], batch size: 35, lr: 2.92e-04
2022-08-29 05:21:56,660 INFO [train.py:927] (5/8) Epoch 13, batch 22500, giga_loss[loss=0.2123, simple_loss=0.2983, pruned_loss=0.06311, over 12389.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02927, over 85.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2873, pruned_loss=0.06018, over 2471602.80 frames. utt_duration=629.3 frames, utt_pad_proportion=0.05488, over 15746.47 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2949, pruned_loss=0.06823, over 2470641.21 frames. utt_duration=1158 frames, utt_pad_proportion=0.08374, over 8547.13 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2873, pruned_loss=0.05971, over 2471856.30 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05556, over 16690.96 utterances.], batch size: 85, lr: 2.92e-04
2022-08-29 05:23:37,440 INFO [train.py:927] (5/8) Epoch 13, batch 22550, giga_loss[loss=0.1849, simple_loss=0.2847, pruned_loss=0.04251, over 12379.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2884, pruned_loss=0.05988, over 2472595.57 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0609, over 17023.62 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2945, pruned_loss=0.06805, over 2470339.02 frames. utt_duration=1164 frames, utt_pad_proportion=0.08251, over 8498.01 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2886, pruned_loss=0.05947, over 2473097.62 frames. utt_duration=551 frames, utt_pad_proportion=0.06149, over 18003.44 utterances.], batch size: 62, lr: 2.92e-04
2022-08-29 05:25:17,354 INFO [train.py:927] (5/8) Epoch 13, batch 22600, giga_loss[loss=0.1811, simple_loss=0.2719, pruned_loss=0.04518, over 12319.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02872, over 74.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2889, pruned_loss=0.05929, over 2472888.50 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06021, over 18089.38 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2945, pruned_loss=0.06799, over 2470014.94 frames. utt_duration=1168 frames, utt_pad_proportion=0.08161, over 8471.71 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.289, pruned_loss=0.05893, over 2473594.75 frames. utt_duration=522 frames, utt_pad_proportion=0.06096, over 19008.16 utterances.], batch size: 74, lr: 2.92e-04
2022-08-29 05:26:58,328 INFO [train.py:927] (5/8) Epoch 13, batch 22650, giga_loss[loss=0.2057, simple_loss=0.2952, pruned_loss=0.05813, over 12472.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02755, over 55.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2891, pruned_loss=0.0593, over 2472945.70 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05642, over 17836.91 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2943, pruned_loss=0.0679, over 2469530.39 frames. utt_duration=1173 frames, utt_pad_proportion=0.08007, over 8431.01 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2892, pruned_loss=0.05886, over 2474020.07 frames. utt_duration=526 frames, utt_pad_proportion=0.05759, over 18867.37 utterances.], batch size: 55, lr: 2.92e-04
2022-08-29 05:28:39,414 INFO [train.py:927] (5/8) Epoch 13, batch 22700, giga_loss[loss=0.1829, simple_loss=0.2705, pruned_loss=0.0476, over 12119.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04156, over 33.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2897, pruned_loss=0.05969, over 2473459.50 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05414, over 17304.77 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2938, pruned_loss=0.06775, over 2469689.98 frames. utt_duration=1183 frames, utt_pad_proportion=0.07763, over 8360.84 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.29, pruned_loss=0.0591, over 2474366.06 frames. utt_duration=534 frames, utt_pad_proportion=0.05588, over 18587.40 utterances.], batch size: 33, lr: 2.92e-04
2022-08-29 05:30:20,665 INFO [train.py:927] (5/8) Epoch 13, batch 22750, giga_loss[loss=0.1999, simple_loss=0.2919, pruned_loss=0.05396, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03036, over 62.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.291, pruned_loss=0.06031, over 2473242.88 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05224, over 16738.39 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2938, pruned_loss=0.06775, over 2469572.93 frames. utt_duration=1189 frames, utt_pad_proportion=0.07625, over 8316.32 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2912, pruned_loss=0.05967, over 2474164.80 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05419, over 18003.21 utterances.], batch size: 62, lr: 2.92e-04
2022-08-29 05:32:02,005 INFO [train.py:927] (5/8) Epoch 13, batch 22800, giga_loss[loss=0.2361, simple_loss=0.3199, pruned_loss=0.07616, over 12416.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06794, over 212.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2924, pruned_loss=0.06077, over 2473627.44 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05458, over 17060.50 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.294, pruned_loss=0.06788, over 2469673.72 frames. utt_duration=1187 frames, utt_pad_proportion=0.07627, over 8336.17 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2923, pruned_loss=0.06007, over 2474294.54 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05582, over 18116.87 utterances.], batch size: 212, lr: 2.92e-04
2022-08-29 05:33:42,752 INFO [train.py:927] (5/8) Epoch 13, batch 22850, giga_loss[loss=0.2073, simple_loss=0.2865, pruned_loss=0.06402, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03004, over 45.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2929, pruned_loss=0.06089, over 2474008.14 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05484, over 16860.77 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2937, pruned_loss=0.06776, over 2469532.00 frames. utt_duration=1193 frames, utt_pad_proportion=0.07492, over 8292.17 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2931, pruned_loss=0.0603, over 2474741.15 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05622, over 17926.72 utterances.], batch size: 45, lr: 2.92e-04
2022-08-29 05:35:23,574 INFO [train.py:927] (5/8) Epoch 13, batch 22900, giga_loss[loss=0.2297, simple_loss=0.3203, pruned_loss=0.06958, over 12376.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0398, over 113.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2913, pruned_loss=0.06025, over 2473899.10 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05775, over 16690.24 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2937, pruned_loss=0.0676, over 2469875.62 frames. utt_duration=1192 frames, utt_pad_proportion=0.07407, over 8302.00 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2915, pruned_loss=0.05969, over 2474298.98 frames. utt_duration=557 frames, utt_pad_proportion=0.05879, over 17815.48 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 05:37:04,126 INFO [train.py:927] (5/8) Epoch 13, batch 22950, giga_loss[loss=0.233, simple_loss=0.3222, pruned_loss=0.07189, over 12395.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02931, over 97.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2903, pruned_loss=0.05988, over 2472975.43 frames. utt_duration=593 frames, utt_pad_proportion=0.05659, over 16722.20 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2934, pruned_loss=0.06744, over 2469310.42 frames. utt_duration=1201 frames, utt_pad_proportion=0.07175, over 8232.70 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2905, pruned_loss=0.05922, over 2473994.93 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05824, over 18083.91 utterances.], batch size: 97, lr: 2.92e-04
2022-08-29 05:38:45,114 INFO [train.py:927] (5/8) Epoch 13, batch 23000, libri_loss[loss=0.2298, simple_loss=0.3084, pruned_loss=0.07562, over 12425.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01656, over 40.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2906, pruned_loss=0.05912, over 2473149.78 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06054, over 17382.00 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2931, pruned_loss=0.06731, over 2469097.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.06967, over 8190.12 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2909, pruned_loss=0.05842, over 2474305.14 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06222, over 18845.42 utterances.], batch size: 40, lr: 2.92e-04
2022-08-29 05:40:24,922 INFO [train.py:927] (5/8) Epoch 13, batch 23050, giga_loss[loss=0.1943, simple_loss=0.2839, pruned_loss=0.05231, over 12387.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02652, over 91.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.291, pruned_loss=0.05964, over 2473682.89 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06342, over 17793.06 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2938, pruned_loss=0.06771, over 2469036.38 frames. utt_duration=1199 frames, utt_pad_proportion=0.07284, over 8249.69 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2906, pruned_loss=0.05854, over 2474767.83 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06318, over 19114.47 utterances.], batch size: 91, lr: 2.92e-04
2022-08-29 05:42:04,283 INFO [train.py:927] (5/8) Epoch 13, batch 23100, giga_loss[loss=0.1879, simple_loss=0.2717, pruned_loss=0.05201, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03349, over 104.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2894, pruned_loss=0.06002, over 2473411.92 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06333, over 17832.86 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2939, pruned_loss=0.06782, over 2468914.67 frames. utt_duration=1203 frames, utt_pad_proportion=0.07179, over 8222.00 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2889, pruned_loss=0.05888, over 2474450.28 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06349, over 19075.28 utterances.], batch size: 104, lr: 2.92e-04
2022-08-29 05:43:45,045 INFO [train.py:927] (5/8) Epoch 13, batch 23150, giga_loss[loss=0.2081, simple_loss=0.2875, pruned_loss=0.06432, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2867, pruned_loss=0.05919, over 2473379.38 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05918, over 17302.57 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2938, pruned_loss=0.06775, over 2468793.09 frames. utt_duration=1205 frames, utt_pad_proportion=0.07167, over 8207.89 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2864, pruned_loss=0.05833, over 2474320.45 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05957, over 18327.72 utterances.], batch size: 97, lr: 2.92e-04
2022-08-29 05:45:28,191 INFO [train.py:927] (5/8) Epoch 13, batch 23200, giga_loss[loss=0.1843, simple_loss=0.263, pruned_loss=0.0528, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03763, over 40.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2837, pruned_loss=0.05814, over 2473440.60 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06051, over 17301.89 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2943, pruned_loss=0.06796, over 2468880.17 frames. utt_duration=1196 frames, utt_pad_proportion=0.07471, over 8265.52 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2829, pruned_loss=0.05713, over 2474173.27 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05948, over 18221.52 utterances.], batch size: 40, lr: 2.92e-04
2022-08-29 05:47:08,291 INFO [train.py:927] (5/8) Epoch 13, batch 23250, giga_loss[loss=0.1817, simple_loss=0.2726, pruned_loss=0.04537, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02815, over 91.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2817, pruned_loss=0.05755, over 2473763.24 frames. utt_duration=568 frames, utt_pad_proportion=0.06368, over 17465.71 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2947, pruned_loss=0.06822, over 2468869.21 frames. utt_duration=1187 frames, utt_pad_proportion=0.07784, over 8331.08 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2805, pruned_loss=0.05636, over 2474450.56 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06146, over 18298.59 utterances.], batch size: 91, lr: 2.92e-04
2022-08-29 05:48:51,159 INFO [train.py:927] (5/8) Epoch 13, batch 23300, giga_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05102, over 12353.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03151, over 51.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2842, pruned_loss=0.05831, over 2474005.92 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06723, over 18187.76 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2947, pruned_loss=0.06818, over 2468961.86 frames. utt_duration=1187 frames, utt_pad_proportion=0.07754, over 8329.43 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2832, pruned_loss=0.05738, over 2474483.51 frames. utt_duration=525.7 frames, utt_pad_proportion=0.0655, over 18880.74 utterances.], batch size: 51, lr: 2.91e-04
2022-08-29 05:50:32,518 INFO [train.py:927] (5/8) Epoch 13, batch 23350, giga_loss[loss=0.2265, simple_loss=0.3101, pruned_loss=0.07142, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03459, over 122.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2865, pruned_loss=0.05893, over 2473825.15 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06317, over 17826.29 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2942, pruned_loss=0.06792, over 2468996.20 frames. utt_duration=1192 frames, utt_pad_proportion=0.07641, over 8293.48 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2857, pruned_loss=0.05806, over 2474351.83 frames. utt_duration=529 frames, utt_pad_proportion=0.06219, over 18763.23 utterances.], batch size: 122, lr: 2.91e-04
2022-08-29 05:52:17,626 INFO [train.py:927] (5/8) Epoch 13, batch 23400, giga_loss[loss=0.2322, simple_loss=0.312, pruned_loss=0.0762, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04894, over 34.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2895, pruned_loss=0.06072, over 2473631.77 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06536, over 18109.15 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2943, pruned_loss=0.06784, over 2468844.20 frames. utt_duration=1195 frames, utt_pad_proportion=0.07556, over 8271.21 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2887, pruned_loss=0.05999, over 2474264.10 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06478, over 19002.75 utterances.], batch size: 34, lr: 2.91e-04
2022-08-29 05:54:03,807 INFO [train.py:927] (5/8) Epoch 13, batch 23450, giga_loss[loss=0.2112, simple_loss=0.3051, pruned_loss=0.05861, over 12432.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03313, over 75.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2962, pruned_loss=0.06487, over 2473902.94 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06106, over 18168.20 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2943, pruned_loss=0.06782, over 2468955.59 frames. utt_duration=1198 frames, utt_pad_proportion=0.07425, over 8252.77 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2955, pruned_loss=0.06417, over 2474411.80 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06118, over 19104.03 utterances.], batch size: 75, lr: 2.91e-04
2022-08-29 05:55:45,873 INFO [train.py:927] (5/8) Epoch 13, batch 23500, giga_loss[loss=0.2279, simple_loss=0.3051, pruned_loss=0.07533, over 12452.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.02897, over 55.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3031, pruned_loss=0.06975, over 2474879.64 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06473, over 19340.78 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2943, pruned_loss=0.06781, over 2469209.16 frames. utt_duration=1202 frames, utt_pad_proportion=0.07297, over 8226.77 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3027, pruned_loss=0.06923, over 2475180.50 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06507, over 20359.41 utterances.], batch size: 55, lr: 2.91e-04
2022-08-29 05:57:32,783 INFO [train.py:927] (5/8) Epoch 13, batch 23550, giga_loss[loss=0.2828, simple_loss=0.347, pruned_loss=0.1093, over 12416.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06266, over 183.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3093, pruned_loss=0.07411, over 2475342.71 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0635, over 19621.63 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2942, pruned_loss=0.06764, over 2469138.69 frames. utt_duration=1206 frames, utt_pad_proportion=0.07139, over 8197.55 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3094, pruned_loss=0.07398, over 2475825.79 frames. utt_duration=477 frames, utt_pad_proportion=0.06427, over 20826.62 utterances.], batch size: 183, lr: 2.91e-04
2022-08-29 05:59:18,994 INFO [train.py:927] (5/8) Epoch 13, batch 23600, giga_loss[loss=0.2254, simple_loss=0.2995, pruned_loss=0.07563, over 12393.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0411, over 34.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07714, over 2474835.28 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07054, over 20166.17 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2937, pruned_loss=0.06727, over 2469081.46 frames. utt_duration=1214 frames, utt_pad_proportion=0.06913, over 8147.59 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3133, pruned_loss=0.07773, over 2475532.22 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07147, over 21681.77 utterances.], batch size: 34, lr: 2.91e-04
2022-08-29 06:01:03,290 INFO [train.py:927] (5/8) Epoch 13, batch 23650, giga_loss[loss=0.2361, simple_loss=0.326, pruned_loss=0.07305, over 12394.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02586, over 48.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3172, pruned_loss=0.08215, over 2475131.26 frames. utt_duration=464 frames, utt_pad_proportion=0.07988, over 21404.82 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2936, pruned_loss=0.0672, over 2469004.21 frames. utt_duration=1219 frames, utt_pad_proportion=0.06761, over 8108.75 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.319, pruned_loss=0.08302, over 2475921.26 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08058, over 23000.56 utterances.], batch size: 48, lr: 2.91e-04
2022-08-29 06:02:53,666 INFO [train.py:927] (5/8) Epoch 13, batch 23700, giga_loss[loss=0.1996, simple_loss=0.275, pruned_loss=0.06214, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02748, over 48.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3191, pruned_loss=0.08347, over 2474696.41 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07767, over 20510.00 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2935, pruned_loss=0.06717, over 2468969.23 frames. utt_duration=1219 frames, utt_pad_proportion=0.06725, over 8110.50 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.321, pruned_loss=0.08447, over 2475445.40 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0786, over 22009.52 utterances.], batch size: 48, lr: 2.91e-04
2022-08-29 06:04:38,308 INFO [train.py:927] (5/8) Epoch 13, batch 23750, giga_loss[loss=0.2909, simple_loss=0.3489, pruned_loss=0.1164, over 12413.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.06733, over 184.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3194, pruned_loss=0.08431, over 2474096.86 frames. utt_duration=470.6 frames, utt_pad_proportion=0.08189, over 21093.80 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2935, pruned_loss=0.06713, over 2468710.48 frames. utt_duration=1221 frames, utt_pad_proportion=0.06637, over 8097.80 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3215, pruned_loss=0.08551, over 2475043.21 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08276, over 22585.05 utterances.], batch size: 184, lr: 2.91e-04
2022-08-29 06:06:23,434 INFO [train.py:927] (5/8) Epoch 13, batch 23800, giga_loss[loss=0.2395, simple_loss=0.3239, pruned_loss=0.07757, over 12370.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02824, over 66.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.08447, over 2473957.08 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07986, over 20912.67 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2935, pruned_loss=0.06709, over 2468478.99 frames. utt_duration=1221 frames, utt_pad_proportion=0.06543, over 8097.58 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3231, pruned_loss=0.08602, over 2475110.64 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08117, over 22531.62 utterances.], batch size: 66, lr: 2.91e-04
2022-08-29 06:08:07,784 INFO [train.py:927] (5/8) Epoch 13, batch 23850, giga_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.05078, over 12376.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03036, over 58.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3197, pruned_loss=0.08362, over 2473221.18 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07994, over 20965.75 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2933, pruned_loss=0.06683, over 2468179.10 frames. utt_duration=1226 frames, utt_pad_proportion=0.06387, over 8060.72 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3229, pruned_loss=0.0857, over 2474586.51 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08163, over 22730.13 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:09:57,890 INFO [train.py:927] (5/8) Epoch 13, batch 23900, giga_loss[loss=0.213, simple_loss=0.3002, pruned_loss=0.06295, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02488, over 48.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3197, pruned_loss=0.08233, over 2473463.52 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07838, over 21350.40 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2936, pruned_loss=0.06704, over 2468294.01 frames. utt_duration=1223 frames, utt_pad_proportion=0.06358, over 8080.41 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3224, pruned_loss=0.08409, over 2474542.60 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07998, over 22961.43 utterances.], batch size: 48, lr: 2.91e-04
2022-08-29 06:11:42,479 INFO [train.py:927] (5/8) Epoch 13, batch 23950, giga_loss[loss=0.3055, simple_loss=0.3527, pruned_loss=0.1292, over 12384.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3181, pruned_loss=0.08134, over 2473415.15 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07518, over 21236.60 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2937, pruned_loss=0.06713, over 2468115.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.06298, over 8074.89 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3206, pruned_loss=0.08291, over 2474526.51 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07694, over 22754.74 utterances.], batch size: 259, lr: 2.91e-04
2022-08-29 06:13:28,583 INFO [train.py:927] (5/8) Epoch 13, batch 24000, libri_loss[loss=0.2057, simple_loss=0.2946, pruned_loss=0.0584, over 12153.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005579, over 35.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3164, pruned_loss=0.08027, over 2473485.28 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07636, over 21653.05 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2933, pruned_loss=0.06689, over 2467756.35 frames. utt_duration=1229 frames, utt_pad_proportion=0.06224, over 8038.73 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3191, pruned_loss=0.08198, over 2474807.49 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07796, over 23131.24 utterances.], batch size: 35, lr: 2.91e-04
2022-08-29 06:13:28,586 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 06:13:42,325 INFO [train.py:967] (5/8) 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 06:15:35,436 INFO [train.py:927] (5/8) Epoch 13, batch 24050, libri_loss[loss=0.198, simple_loss=0.2884, pruned_loss=0.05379, over 12377.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008779, over 38.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.315, pruned_loss=0.07835, over 2473097.19 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07327, over 20449.42 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2935, pruned_loss=0.06684, over 2467759.83 frames. utt_duration=1232 frames, utt_pad_proportion=0.06153, over 8021.25 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3174, pruned_loss=0.07992, over 2474218.45 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07508, over 21818.62 utterances.], batch size: 38, lr: 2.91e-04
2022-08-29 06:17:19,842 INFO [train.py:927] (5/8) Epoch 13, batch 24100, giga_loss[loss=0.1978, simple_loss=0.2823, pruned_loss=0.05666, over 12177.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.0413, over 28.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3156, pruned_loss=0.07696, over 2473093.01 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06778, over 19432.15 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2935, pruned_loss=0.06695, over 2467936.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.06064, over 8008.82 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3178, pruned_loss=0.0783, over 2473917.93 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06998, over 20754.36 utterances.], batch size: 28, lr: 2.91e-04
2022-08-29 06:19:02,124 INFO [train.py:927] (5/8) Epoch 13, batch 24150, giga_loss[loss=0.226, simple_loss=0.2991, pruned_loss=0.07647, over 12464.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03137, over 92.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3156, pruned_loss=0.07765, over 2473996.10 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06895, over 19873.24 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2936, pruned_loss=0.06716, over 2468348.28 frames. utt_duration=1233 frames, utt_pad_proportion=0.06042, over 8018.37 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3178, pruned_loss=0.0788, over 2474448.11 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07082, over 21232.11 utterances.], batch size: 92, lr: 2.91e-04
2022-08-29 06:20:48,992 INFO [train.py:927] (5/8) Epoch 13, batch 24200, giga_loss[loss=0.2091, simple_loss=0.2993, pruned_loss=0.05944, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3126, pruned_loss=0.07667, over 2473940.20 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0675, over 19608.30 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2933, pruned_loss=0.06699, over 2468621.23 frames. utt_duration=1233 frames, utt_pad_proportion=0.05908, over 8015.27 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3156, pruned_loss=0.07819, over 2474310.98 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06966, over 21232.59 utterances.], batch size: 133, lr: 2.91e-04
2022-08-29 06:22:34,674 INFO [train.py:927] (5/8) Epoch 13, batch 24250, giga_loss[loss=0.2218, simple_loss=0.3051, pruned_loss=0.06931, over 12391.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03939, over 105.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3117, pruned_loss=0.076, over 2473811.81 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06753, over 19209.74 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06689, over 2468636.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.05828, over 7983.18 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3148, pruned_loss=0.07747, over 2474190.98 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06961, over 20732.24 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 06:24:19,976 INFO [train.py:927] (5/8) Epoch 13, batch 24300, giga_loss[loss=0.224, simple_loss=0.306, pruned_loss=0.07099, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.312, pruned_loss=0.07551, over 2474167.55 frames. utt_duration=496 frames, utt_pad_proportion=0.0704, over 20010.81 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06692, over 2468727.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.05773, over 7963.47 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3147, pruned_loss=0.07678, over 2474468.44 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07203, over 21382.72 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 06:26:02,942 INFO [train.py:927] (5/8) Epoch 13, batch 24350, giga_loss[loss=0.2239, simple_loss=0.3075, pruned_loss=0.07009, over 12467.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03314, over 86.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.31, pruned_loss=0.07434, over 2473656.20 frames. utt_duration=502 frames, utt_pad_proportion=0.06776, over 19765.40 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2931, pruned_loss=0.06697, over 2468530.88 frames. utt_duration=1241 frames, utt_pad_proportion=0.05685, over 7966.51 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3125, pruned_loss=0.07554, over 2474235.55 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06967, over 21197.96 utterances.], batch size: 86, lr: 2.91e-04
2022-08-29 06:27:45,735 INFO [train.py:927] (5/8) Epoch 13, batch 24400, libri_loss[loss=0.1746, simple_loss=0.254, pruned_loss=0.04759, over 12398.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0071, over 31.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3088, pruned_loss=0.07455, over 2473667.62 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07274, over 20264.75 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.06664, over 2468230.23 frames. utt_duration=1246 frames, utt_pad_proportion=0.05558, over 7932.85 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3116, pruned_loss=0.07603, over 2474527.91 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07449, over 21781.11 utterances.], batch size: 31, lr: 2.91e-04
2022-08-29 06:29:31,730 INFO [train.py:927] (5/8) Epoch 13, batch 24450, giga_loss[loss=0.2376, simple_loss=0.3137, pruned_loss=0.08074, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.227, simple_loss=0.307, pruned_loss=0.07349, over 2474007.09 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07315, over 20141.78 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2927, pruned_loss=0.06652, over 2468102.66 frames. utt_duration=1243 frames, utt_pad_proportion=0.05578, over 7953.95 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3097, pruned_loss=0.07496, over 2474954.92 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07466, over 21617.28 utterances.], batch size: 146, lr: 2.91e-04
2022-08-29 06:31:17,315 INFO [train.py:927] (5/8) Epoch 13, batch 24500, giga_loss[loss=0.2771, simple_loss=0.3468, pruned_loss=0.1037, over 12427.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03808, over 133.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3076, pruned_loss=0.07412, over 2474567.05 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07009, over 20794.41 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2925, pruned_loss=0.0665, over 2468199.98 frames. utt_duration=1245 frames, utt_pad_proportion=0.05539, over 7939.46 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07536, over 2475286.22 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07159, over 22085.18 utterances.], batch size: 133, lr: 2.91e-04
2022-08-29 06:32:59,256 INFO [train.py:927] (5/8) Epoch 13, batch 24550, giga_loss[loss=0.2242, simple_loss=0.3089, pruned_loss=0.06973, over 12200.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3073, pruned_loss=0.07306, over 2474139.17 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06931, over 20190.99 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2929, pruned_loss=0.0668, over 2468364.53 frames. utt_duration=1235 frames, utt_pad_proportion=0.05914, over 8001.42 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3091, pruned_loss=0.07392, over 2474682.96 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06949, over 21441.47 utterances.], batch size: 28, lr: 2.91e-04
2022-08-29 06:34:45,502 INFO [train.py:927] (5/8) Epoch 13, batch 24600, giga_loss[loss=0.2597, simple_loss=0.3154, pruned_loss=0.1021, over 12358.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3071, pruned_loss=0.0731, over 2474008.32 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07332, over 19876.41 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2926, pruned_loss=0.06664, over 2468320.17 frames. utt_duration=1236 frames, utt_pad_proportion=0.0588, over 7996.16 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3094, pruned_loss=0.0741, over 2474667.58 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07346, over 21204.54 utterances.], batch size: 368, lr: 2.91e-04
2022-08-29 06:36:31,015 INFO [train.py:927] (5/8) Epoch 13, batch 24650, libri_loss[loss=0.2126, simple_loss=0.2937, pruned_loss=0.06581, over 12291.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.00684, over 35.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3089, pruned_loss=0.07514, over 2474063.47 frames. utt_duration=502 frames, utt_pad_proportion=0.07178, over 19770.80 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2925, pruned_loss=0.06651, over 2468358.86 frames. utt_duration=1238 frames, utt_pad_proportion=0.0578, over 7985.40 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3111, pruned_loss=0.07622, over 2474683.36 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07245, over 21105.30 utterances.], batch size: 35, lr: 2.91e-04
2022-08-29 06:38:13,164 INFO [train.py:927] (5/8) Epoch 13, batch 24700, giga_loss[loss=0.2142, simple_loss=0.2987, pruned_loss=0.06489, over 12355.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3089, pruned_loss=0.07603, over 2474863.98 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06838, over 19787.38 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2922, pruned_loss=0.0664, over 2468787.63 frames. utt_duration=1240 frames, utt_pad_proportion=0.05682, over 7974.75 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07723, over 2475100.44 frames. utt_duration=470 frames, utt_pad_proportion=0.0695, over 21130.87 utterances.], batch size: 97, lr: 2.91e-04
2022-08-29 06:39:56,516 INFO [train.py:927] (5/8) Epoch 13, batch 24750, giga_loss[loss=0.2096, simple_loss=0.2974, pruned_loss=0.06091, over 12363.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03173, over 51.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07671, over 2474421.42 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06944, over 19715.76 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2924, pruned_loss=0.06657, over 2468994.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.0575, over 8011.87 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3119, pruned_loss=0.0776, over 2474476.27 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07012, over 20844.19 utterances.], batch size: 51, lr: 2.91e-04
2022-08-29 06:41:38,026 INFO [train.py:927] (5/8) Epoch 13, batch 24800, giga_loss[loss=0.2325, simple_loss=0.3194, pruned_loss=0.07281, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.03797, over 26.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.31, pruned_loss=0.07521, over 2474369.97 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06531, over 19786.73 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2923, pruned_loss=0.06646, over 2469211.84 frames. utt_duration=1237 frames, utt_pad_proportion=0.0571, over 7995.81 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3117, pruned_loss=0.07608, over 2474275.67 frames. utt_duration=477.6 frames, utt_pad_proportion=0.0662, over 20787.66 utterances.], batch size: 26, lr: 2.91e-04
2022-08-29 06:43:22,650 INFO [train.py:927] (5/8) Epoch 13, batch 24850, giga_loss[loss=0.2302, simple_loss=0.3044, pruned_loss=0.07802, over 12414.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03522, over 113.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07539, over 2474126.41 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06839, over 20055.97 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2929, pruned_loss=0.06674, over 2468923.86 frames. utt_duration=1231 frames, utt_pad_proportion=0.05939, over 8035.31 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3104, pruned_loss=0.07619, over 2474518.33 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06838, over 21324.01 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:45:06,106 INFO [train.py:927] (5/8) Epoch 13, batch 24900, giga_loss[loss=0.2815, simple_loss=0.341, pruned_loss=0.111, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06509, over 183.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3103, pruned_loss=0.07692, over 2474812.00 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07031, over 20411.62 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.293, pruned_loss=0.06683, over 2468953.64 frames. utt_duration=1230 frames, utt_pad_proportion=0.05895, over 8036.96 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3116, pruned_loss=0.07755, over 2475141.85 frames. utt_duration=461.6 frames, utt_pad_proportion=0.0704, over 21517.42 utterances.], batch size: 183, lr: 2.91e-04
2022-08-29 06:46:53,535 INFO [train.py:927] (5/8) Epoch 13, batch 24950, giga_loss[loss=0.248, simple_loss=0.3388, pruned_loss=0.07861, over 12408.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.0284, over 58.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3137, pruned_loss=0.07733, over 2474917.15 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07321, over 21285.85 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2929, pruned_loss=0.0667, over 2468758.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.05798, over 8026.02 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3152, pruned_loss=0.07822, over 2475544.47 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07351, over 22520.01 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:48:36,358 INFO [train.py:927] (5/8) Epoch 13, batch 25000, giga_loss[loss=0.3012, simple_loss=0.362, pruned_loss=0.1202, over 12396.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.315, pruned_loss=0.07786, over 2475532.04 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07428, over 21283.83 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2933, pruned_loss=0.06673, over 2469330.38 frames. utt_duration=1214 frames, utt_pad_proportion=0.06236, over 8143.43 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3167, pruned_loss=0.079, over 2475792.23 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07338, over 22715.60 utterances.], batch size: 258, lr: 2.91e-04
2022-08-29 06:50:22,957 INFO [train.py:927] (5/8) Epoch 13, batch 25050, giga_loss[loss=0.2403, simple_loss=0.3117, pruned_loss=0.08446, over 12385.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3158, pruned_loss=0.07936, over 2474817.42 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07397, over 21155.62 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2932, pruned_loss=0.06673, over 2468951.12 frames. utt_duration=1217 frames, utt_pad_proportion=0.06194, over 8124.03 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3176, pruned_loss=0.08037, over 2475444.03 frames. utt_duration=443 frames, utt_pad_proportion=0.07344, over 22424.79 utterances.], batch size: 97, lr: 2.91e-04
2022-08-29 06:52:07,984 INFO [train.py:927] (5/8) Epoch 13, batch 25100, giga_loss[loss=0.2138, simple_loss=0.295, pruned_loss=0.0663, over 12226.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03909, over 28.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3142, pruned_loss=0.07913, over 2475071.14 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07428, over 21227.89 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06691, over 2468859.07 frames. utt_duration=1221 frames, utt_pad_proportion=0.06111, over 8098.68 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3162, pruned_loss=0.08, over 2475768.93 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07417, over 22490.44 utterances.], batch size: 28, lr: 2.91e-04
2022-08-29 06:53:53,614 INFO [train.py:927] (5/8) Epoch 13, batch 25150, giga_loss[loss=0.218, simple_loss=0.2985, pruned_loss=0.06873, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03522, over 28.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3127, pruned_loss=0.07859, over 2475324.75 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07549, over 21201.41 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2931, pruned_loss=0.06696, over 2468769.50 frames. utt_duration=1213 frames, utt_pad_proportion=0.06452, over 8153.91 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3145, pruned_loss=0.07946, over 2476099.30 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07422, over 22405.11 utterances.], batch size: 28, lr: 2.91e-04
2022-08-29 06:55:36,548 INFO [train.py:927] (5/8) Epoch 13, batch 25200, giga_loss[loss=0.1915, simple_loss=0.2671, pruned_loss=0.05789, over 12480.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04394, over 34.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07876, over 2475767.70 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07717, over 21680.02 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2941, pruned_loss=0.06691, over 2468809.32 frames. utt_duration=1216 frames, utt_pad_proportion=0.06332, over 8134.18 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3142, pruned_loss=0.07974, over 2476502.75 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07654, over 22938.52 utterances.], batch size: 34, lr: 2.91e-04
2022-08-29 06:57:21,166 INFO [train.py:927] (5/8) Epoch 13, batch 25250, giga_loss[loss=0.2206, simple_loss=0.305, pruned_loss=0.06806, over 12432.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.03037, over 55.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.311, pruned_loss=0.07725, over 2475929.25 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07131, over 20451.91 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.294, pruned_loss=0.06683, over 2469268.13 frames. utt_duration=1220 frames, utt_pad_proportion=0.06131, over 8103.53 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3126, pruned_loss=0.07857, over 2476359.42 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07194, over 22025.51 utterances.], batch size: 55, lr: 2.91e-04
2022-08-29 06:59:05,079 INFO [train.py:927] (5/8) Epoch 13, batch 25300, giga_loss[loss=0.2231, simple_loss=0.3131, pruned_loss=0.06657, over 12224.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03295, over 45.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3116, pruned_loss=0.07729, over 2474611.41 frames. utt_duration=495.1 frames, utt_pad_proportion=0.0698, over 20052.25 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2935, pruned_loss=0.06669, over 2469256.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06116, over 8087.77 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.07872, over 2475121.49 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07057, over 21596.26 utterances.], batch size: 45, lr: 2.91e-04
2022-08-29 07:00:52,482 INFO [train.py:927] (5/8) Epoch 13, batch 25350, giga_loss[loss=0.2492, simple_loss=0.3297, pruned_loss=0.08432, over 12417.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3141, pruned_loss=0.07882, over 2475004.34 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07128, over 21055.06 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2935, pruned_loss=0.06669, over 2469256.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06116, over 8087.77 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3158, pruned_loss=0.07992, over 2475401.34 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07178, over 22256.78 utterances.], batch size: 161, lr: 2.91e-04
2022-08-29 07:02:37,073 INFO [train.py:927] (5/8) Epoch 13, batch 25400, giga_loss[loss=0.257, simple_loss=0.3403, pruned_loss=0.08688, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03795, over 113.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3169, pruned_loss=0.07925, over 2474523.38 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07732, over 21616.01 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2934, pruned_loss=0.06664, over 2469160.86 frames. utt_duration=1214 frames, utt_pad_proportion=0.06428, over 8148.52 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3189, pruned_loss=0.08045, over 2475023.37 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07646, over 22828.54 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 07:04:21,361 INFO [train.py:927] (5/8) Epoch 13, batch 25450, giga_loss[loss=0.2643, simple_loss=0.3354, pruned_loss=0.09658, over 12334.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03069, over 91.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3182, pruned_loss=0.07963, over 2474338.95 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07541, over 21119.58 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2934, pruned_loss=0.0666, over 2468742.29 frames. utt_duration=1217 frames, utt_pad_proportion=0.06359, over 8123.43 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.32, pruned_loss=0.08076, over 2475159.64 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07507, over 22267.07 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 07:06:05,669 INFO [train.py:927] (5/8) Epoch 13, batch 25500, giga_loss[loss=0.225, simple_loss=0.3052, pruned_loss=0.07243, over 12386.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.02964, over 51.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3194, pruned_loss=0.082, over 2473514.05 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08302, over 22275.29 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2932, pruned_loss=0.06635, over 2468370.89 frames. utt_duration=1224 frames, utt_pad_proportion=0.06198, over 8078.62 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3218, pruned_loss=0.0836, over 2474689.25 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08303, over 23669.09 utterances.], batch size: 51, lr: 2.91e-04
2022-08-29 07:07:48,563 INFO [train.py:927] (5/8) Epoch 13, batch 25550, giga_loss[loss=0.2033, simple_loss=0.2955, pruned_loss=0.05552, over 12476.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3184, pruned_loss=0.08073, over 2474031.23 frames. utt_duration=444.5 frames, utt_pad_proportion=0.085, over 22335.45 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2931, pruned_loss=0.06637, over 2468058.25 frames. utt_duration=1218 frames, utt_pad_proportion=0.06531, over 8118.64 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3211, pruned_loss=0.08241, over 2475380.93 frames. utt_duration=417.4 frames, utt_pad_proportion=0.08422, over 23804.07 utterances.], batch size: 55, lr: 2.91e-04
2022-08-29 07:09:33,723 INFO [train.py:927] (5/8) Epoch 13, batch 25600, giga_loss[loss=0.2156, simple_loss=0.2998, pruned_loss=0.06571, over 12407.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0432, over 31.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3171, pruned_loss=0.07828, over 2474450.16 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07954, over 20755.20 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2929, pruned_loss=0.06639, over 2468106.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.06443, over 8083.50 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3199, pruned_loss=0.07981, over 2475603.62 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0796, over 22192.60 utterances.], batch size: 31, lr: 2.91e-04
2022-08-29 07:11:16,874 INFO [train.py:927] (5/8) Epoch 13, batch 25650, libri_loss[loss=0.2342, simple_loss=0.3154, pruned_loss=0.07651, over 12311.00 frames. utt_duration=747.6 frames, utt_pad_proportion=0.1475, over 66.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3167, pruned_loss=0.07853, over 2474660.74 frames. utt_duration=477.3 frames, utt_pad_proportion=0.08069, over 20804.55 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2934, pruned_loss=0.0666, over 2468569.44 frames. utt_duration=1207 frames, utt_pad_proportion=0.06839, over 8189.29 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3195, pruned_loss=0.08011, over 2475450.10 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07975, over 22414.95 utterances.], batch size: 66, lr: 2.90e-04
2022-08-29 07:13:07,326 INFO [train.py:927] (5/8) Epoch 13, batch 25700, giga_loss[loss=0.2344, simple_loss=0.3089, pruned_loss=0.08001, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06608, over 183.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.317, pruned_loss=0.08036, over 2474205.16 frames. utt_duration=445.5 frames, utt_pad_proportion=0.08509, over 22287.02 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06675, over 2468258.77 frames. utt_duration=1206 frames, utt_pad_proportion=0.06812, over 8196.47 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3195, pruned_loss=0.08168, over 2475209.41 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08427, over 23778.79 utterances.], batch size: 183, lr: 2.90e-04
2022-08-29 07:14:52,423 INFO [train.py:927] (5/8) Epoch 13, batch 25750, giga_loss[loss=0.2432, simple_loss=0.3105, pruned_loss=0.08797, over 12398.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07817, over 213.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.315, pruned_loss=0.08029, over 2474048.48 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08816, over 22793.88 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2934, pruned_loss=0.06671, over 2468265.90 frames. utt_duration=1210 frames, utt_pad_proportion=0.06685, over 8166.80 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3177, pruned_loss=0.08168, over 2474968.72 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08781, over 24313.41 utterances.], batch size: 213, lr: 2.90e-04
2022-08-29 07:16:34,034 INFO [train.py:927] (5/8) Epoch 13, batch 25800, libri_loss[loss=0.1987, simple_loss=0.2943, pruned_loss=0.05152, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005866, over 34.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3139, pruned_loss=0.07984, over 2474140.40 frames. utt_duration=449.4 frames, utt_pad_proportion=0.0834, over 22093.93 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06677, over 2467908.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.06499, over 8116.80 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3167, pruned_loss=0.08141, over 2475429.60 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08419, over 23892.66 utterances.], batch size: 34, lr: 2.90e-04
2022-08-29 07:18:15,057 INFO [train.py:927] (5/8) Epoch 13, batch 25850, giga_loss[loss=0.2445, simple_loss=0.3336, pruned_loss=0.07768, over 12406.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3108, pruned_loss=0.07581, over 2474613.23 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0758, over 21500.41 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06668, over 2468359.96 frames. utt_duration=1216 frames, utt_pad_proportion=0.06398, over 8127.13 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3135, pruned_loss=0.07745, over 2475420.33 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07744, over 23301.43 utterances.], batch size: 133, lr: 2.90e-04
2022-08-29 07:20:03,479 INFO [train.py:927] (5/8) Epoch 13, batch 25900, giga_loss[loss=0.2338, simple_loss=0.3112, pruned_loss=0.07816, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04182, over 146.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3092, pruned_loss=0.07489, over 2475009.58 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07621, over 21791.17 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2933, pruned_loss=0.06649, over 2468413.22 frames. utt_duration=1219 frames, utt_pad_proportion=0.06261, over 8108.67 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3122, pruned_loss=0.07665, over 2475813.61 frames. utt_duration=419.9 frames, utt_pad_proportion=0.078, over 23669.31 utterances.], batch size: 146, lr: 2.90e-04
2022-08-29 07:21:46,130 INFO [train.py:927] (5/8) Epoch 13, batch 25950, giga_loss[loss=0.2875, simple_loss=0.3428, pruned_loss=0.1161, over 12406.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3071, pruned_loss=0.0743, over 2475589.33 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07175, over 20942.21 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.293, pruned_loss=0.06635, over 2468819.72 frames. utt_duration=1213 frames, utt_pad_proportion=0.0654, over 8150.45 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07601, over 2476011.80 frames. utt_duration=438 frames, utt_pad_proportion=0.07277, over 22689.23 utterances.], batch size: 258, lr: 2.90e-04
2022-08-29 07:23:29,264 INFO [train.py:927] (5/8) Epoch 13, batch 26000, giga_loss[loss=0.3794, simple_loss=0.424, pruned_loss=0.1674, over 12374.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07092, over 211.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3081, pruned_loss=0.07481, over 2475785.19 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07521, over 21146.82 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2927, pruned_loss=0.06626, over 2468861.23 frames. utt_duration=1217 frames, utt_pad_proportion=0.06444, over 8127.68 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07638, over 2476213.74 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07611, over 22785.82 utterances.], batch size: 211, lr: 2.90e-04
2022-08-29 07:25:11,073 INFO [train.py:927] (5/8) Epoch 13, batch 26050, libri_loss[loss=0.1984, simple_loss=0.2791, pruned_loss=0.05889, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005963, over 32.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3077, pruned_loss=0.07457, over 2476161.13 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07403, over 20418.92 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.293, pruned_loss=0.0665, over 2469242.95 frames. utt_duration=1207 frames, utt_pad_proportion=0.06782, over 8194.95 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.07588, over 2476388.78 frames. utt_duration=450 frames, utt_pad_proportion=0.07378, over 22084.86 utterances.], batch size: 32, lr: 2.90e-04
2022-08-29 07:26:56,279 INFO [train.py:927] (5/8) Epoch 13, batch 26100, giga_loss[loss=0.2548, simple_loss=0.3288, pruned_loss=0.09046, over 12348.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3097, pruned_loss=0.07653, over 2475128.41 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08162, over 21817.68 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2928, pruned_loss=0.06631, over 2468968.32 frames. utt_duration=1209 frames, utt_pad_proportion=0.0668, over 8177.38 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07796, over 2475703.32 frames. utt_duration=423.4 frames, utt_pad_proportion=0.0814, over 23467.60 utterances.], batch size: 85, lr: 2.90e-04
2022-08-29 07:28:41,640 INFO [train.py:927] (5/8) Epoch 13, batch 26150, giga_loss[loss=0.3415, simple_loss=0.3779, pruned_loss=0.1526, over 12395.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1102, over 260.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3111, pruned_loss=0.07766, over 2474269.66 frames. utt_duration=445.8 frames, utt_pad_proportion=0.08377, over 22274.52 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2923, pruned_loss=0.06603, over 2468754.93 frames. utt_duration=1214 frames, utt_pad_proportion=0.06559, over 8141.76 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.07938, over 2475098.10 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08392, over 24064.09 utterances.], batch size: 260, lr: 2.90e-04
2022-08-29 07:30:28,438 INFO [train.py:927] (5/8) Epoch 13, batch 26200, giga_loss[loss=0.286, simple_loss=0.3402, pruned_loss=0.116, over 12345.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3112, pruned_loss=0.07782, over 2474061.77 frames. utt_duration=446.5 frames, utt_pad_proportion=0.08493, over 22234.31 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2915, pruned_loss=0.06553, over 2468775.59 frames. utt_duration=1221 frames, utt_pad_proportion=0.06401, over 8094.48 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.315, pruned_loss=0.08003, over 2474885.96 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08557, over 24150.50 utterances.], batch size: 371, lr: 2.90e-04
2022-08-29 07:32:16,382 INFO [train.py:927] (5/8) Epoch 13, batch 26250, giga_loss[loss=0.2165, simple_loss=0.296, pruned_loss=0.06851, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.0259, over 70.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3106, pruned_loss=0.07673, over 2474230.28 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08673, over 22110.23 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2908, pruned_loss=0.06523, over 2468558.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06363, over 8056.24 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3149, pruned_loss=0.07913, over 2475269.81 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08745, over 24145.13 utterances.], batch size: 70, lr: 2.90e-04
2022-08-29 07:34:04,951 INFO [train.py:927] (5/8) Epoch 13, batch 26300, giga_loss[loss=0.2176, simple_loss=0.2914, pruned_loss=0.07194, over 12412.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04715, over 34.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3102, pruned_loss=0.07709, over 2474619.87 frames. utt_duration=456.9 frames, utt_pad_proportion=0.0855, over 21735.29 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2916, pruned_loss=0.06576, over 2468655.33 frames. utt_duration=1206 frames, utt_pad_proportion=0.07052, over 8197.21 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3139, pruned_loss=0.07906, over 2475615.88 frames. utt_duration=416.4 frames, utt_pad_proportion=0.08447, over 23864.48 utterances.], batch size: 34, lr: 2.90e-04
2022-08-29 07:35:47,085 INFO [train.py:927] (5/8) Epoch 13, batch 26350, giga_loss[loss=0.3511, simple_loss=0.3828, pruned_loss=0.1597, over 12385.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3104, pruned_loss=0.07742, over 2475594.59 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08564, over 21819.08 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2926, pruned_loss=0.06643, over 2468960.54 frames. utt_duration=1180 frames, utt_pad_proportion=0.07929, over 8378.12 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3127, pruned_loss=0.0786, over 2476229.93 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08231, over 23583.05 utterances.], batch size: 259, lr: 2.90e-04
2022-08-29 07:37:16,602 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-29 07:39:41,364 INFO [train.py:927] (5/8) Epoch 14, batch 50, giga_loss[loss=0.1946, simple_loss=0.2778, pruned_loss=0.05575, over 12235.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3052, pruned_loss=0.06274, over 547529.19 frames. utt_duration=625 frames, utt_pad_proportion=0.05912, over 3512.71 utterances.], libri_tot_loss[loss=0.1748, simple_loss=0.2617, pruned_loss=0.04398, over 97259.06 frames. utt_duration=1604 frames, utt_pad_proportion=0.007999, over 242.79 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3134, pruned_loss=0.06628, over 468749.06 frames. utt_duration=560 frames, utt_pad_proportion=0.06254, over 3356.91 utterances.], batch size: 39, lr: 2.83e-04
2022-08-29 07:41:25,143 INFO [train.py:927] (5/8) Epoch 14, batch 100, giga_loss[loss=0.1811, simple_loss=0.268, pruned_loss=0.04711, over 12393.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.051, over 161.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2896, pruned_loss=0.05735, over 974147.12 frames. utt_duration=558 frames, utt_pad_proportion=0.06353, over 7001.34 utterances.], libri_tot_loss[loss=0.1845, simple_loss=0.2743, pruned_loss=0.04734, over 144144.28 frames. utt_duration=1539 frames, utt_pad_proportion=0.007987, over 375.00 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05867, over 881460.40 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06595, over 6845.90 utterances.], batch size: 161, lr: 2.83e-04
2022-08-29 07:43:06,671 INFO [train.py:927] (5/8) Epoch 14, batch 150, giga_loss[loss=0.147, simple_loss=0.2361, pruned_loss=0.02899, over 12386.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2768, pruned_loss=0.05148, over 1307268.92 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06738, over 9655.13 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2792, pruned_loss=0.04888, over 224390.59 frames. utt_duration=1465 frames, utt_pad_proportion=0.01034, over 613.41 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2765, pruned_loss=0.05195, over 1190940.95 frames. utt_duration=499 frames, utt_pad_proportion=0.07016, over 9575.87 utterances.], batch size: 58, lr: 2.83e-04
2022-08-29 07:44:47,490 INFO [train.py:927] (5/8) Epoch 14, batch 200, giga_loss[loss=0.1437, simple_loss=0.2308, pruned_loss=0.0283, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03, over 62.00 utterances.], tot_loss[loss=0.1817, simple_loss=0.2672, pruned_loss=0.04815, over 1566099.98 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06878, over 11964.28 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2778, pruned_loss=0.04913, over 312695.86 frames. utt_duration=1347 frames, utt_pad_proportion=0.04841, over 929.84 utterances.], giga_tot_loss[loss=0.1812, simple_loss=0.2661, pruned_loss=0.0482, over 1434816.93 frames. utt_duration=481.7 frames, utt_pad_proportion=0.0691, over 11951.41 utterances.], batch size: 62, lr: 2.83e-04
2022-08-29 07:46:27,395 INFO [train.py:927] (5/8) Epoch 14, batch 250, giga_loss[loss=0.1515, simple_loss=0.2369, pruned_loss=0.0331, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02894, over 48.00 utterances.], tot_loss[loss=0.1765, simple_loss=0.2609, pruned_loss=0.04609, over 1766992.06 frames. utt_duration=529.7 frames, utt_pad_proportion=0.0676, over 13380.78 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2775, pruned_loss=0.04947, over 366069.41 frames. utt_duration=1362 frames, utt_pad_proportion=0.04202, over 1076.17 utterances.], giga_tot_loss[loss=0.1755, simple_loss=0.2593, pruned_loss=0.04584, over 1644390.97 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06852, over 13510.03 utterances.], batch size: 48, lr: 2.83e-04
2022-08-29 07:48:07,881 INFO [train.py:927] (5/8) Epoch 14, batch 300, giga_loss[loss=0.1538, simple_loss=0.2329, pruned_loss=0.03733, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02972, over 48.00 utterances.], tot_loss[loss=0.1741, simple_loss=0.258, pruned_loss=0.04508, over 1923671.93 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06541, over 14534.43 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2789, pruned_loss=0.05019, over 428271.85 frames. utt_duration=1347 frames, utt_pad_proportion=0.03785, over 1273.16 utterances.], giga_tot_loss[loss=0.1724, simple_loss=0.2557, pruned_loss=0.04454, over 1808781.67 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06683, over 14822.33 utterances.], batch size: 48, lr: 2.83e-04
2022-08-29 07:49:49,077 INFO [train.py:927] (5/8) Epoch 14, batch 350, giga_loss[loss=0.1521, simple_loss=0.2413, pruned_loss=0.03149, over 12282.00 frames. utt_duration=1891 frames, utt_pad_proportion=0.05257, over 26.00 utterances.], tot_loss[loss=0.1711, simple_loss=0.2547, pruned_loss=0.04375, over 2046553.79 frames. utt_duration=521 frames, utt_pad_proportion=0.06749, over 15758.19 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2782, pruned_loss=0.05011, over 458961.90 frames. utt_duration=1352 frames, utt_pad_proportion=0.03592, over 1359.58 utterances.], giga_tot_loss[loss=0.1695, simple_loss=0.2526, pruned_loss=0.04322, over 1949155.27 frames. utt_duration=486 frames, utt_pad_proportion=0.06878, over 16091.26 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 07:51:29,082 INFO [train.py:927] (5/8) Epoch 14, batch 400, libri_loss[loss=0.2148, simple_loss=0.3075, pruned_loss=0.06105, over 12315.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006728, over 36.00 utterances.], tot_loss[loss=0.1701, simple_loss=0.2539, pruned_loss=0.04317, over 2140269.95 frames. utt_duration=541 frames, utt_pad_proportion=0.06804, over 15867.56 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.28, pruned_loss=0.05066, over 576143.18 frames. utt_duration=1339 frames, utt_pad_proportion=0.03198, over 1723.03 utterances.], giga_tot_loss[loss=0.1671, simple_loss=0.25, pruned_loss=0.04211, over 2039527.31 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07023, over 16600.77 utterances.], batch size: 36, lr: 2.83e-04
2022-08-29 07:53:12,971 INFO [train.py:927] (5/8) Epoch 14, batch 450, giga_loss[loss=0.1502, simple_loss=0.2279, pruned_loss=0.03632, over 12398.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02588, over 91.00 utterances.], tot_loss[loss=0.166, simple_loss=0.2493, pruned_loss=0.04138, over 2214055.69 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06493, over 16359.08 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2792, pruned_loss=0.05014, over 604235.59 frames. utt_duration=1350 frames, utt_pad_proportion=0.03073, over 1792.79 utterances.], giga_tot_loss[loss=0.1635, simple_loss=0.246, pruned_loss=0.04053, over 2130723.68 frames. utt_duration=501.2 frames, utt_pad_proportion=0.067, over 17057.38 utterances.], batch size: 91, lr: 2.83e-04
2022-08-29 07:54:52,228 INFO [train.py:927] (5/8) Epoch 14, batch 500, giga_loss[loss=0.1961, simple_loss=0.2966, pruned_loss=0.04775, over 12471.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02968, over 55.00 utterances.], tot_loss[loss=0.1707, simple_loss=0.2537, pruned_loss=0.04381, over 2272274.91 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07166, over 17450.22 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2791, pruned_loss=0.05039, over 659298.19 frames. utt_duration=1315 frames, utt_pad_proportion=0.04484, over 2007.27 utterances.], giga_tot_loss[loss=0.1681, simple_loss=0.2505, pruned_loss=0.04292, over 2199589.11 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07218, over 18258.85 utterances.], batch size: 55, lr: 2.83e-04
2022-08-29 07:56:33,864 INFO [train.py:927] (5/8) Epoch 14, batch 550, giga_loss[loss=0.2307, simple_loss=0.3098, pruned_loss=0.07583, over 12347.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2083, over 371.00 utterances.], tot_loss[loss=0.1816, simple_loss=0.2653, pruned_loss=0.04888, over 2316193.72 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07164, over 17790.27 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2803, pruned_loss=0.05094, over 686531.58 frames. utt_duration=1251 frames, utt_pad_proportion=0.06367, over 2197.63 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2625, pruned_loss=0.04812, over 2256239.26 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07017, over 18465.98 utterances.], batch size: 371, lr: 2.83e-04
2022-08-29 07:58:11,940 INFO [train.py:927] (5/8) Epoch 14, batch 600, giga_loss[loss=0.173, simple_loss=0.2716, pruned_loss=0.03724, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04486, over 26.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2725, pruned_loss=0.05128, over 2348542.86 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06849, over 16907.30 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2789, pruned_loss=0.0502, over 764028.65 frames. utt_duration=1237 frames, utt_pad_proportion=0.07329, over 2474.11 utterances.], giga_tot_loss[loss=0.1862, simple_loss=0.2704, pruned_loss=0.05095, over 2295283.40 frames. utt_duration=516.5 frames, utt_pad_proportion=0.0661, over 17826.11 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 07:59:53,857 INFO [train.py:927] (5/8) Epoch 14, batch 650, giga_loss[loss=0.1944, simple_loss=0.2836, pruned_loss=0.05259, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03997, over 37.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.276, pruned_loss=0.05178, over 2376550.67 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06474, over 17250.12 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.279, pruned_loss=0.05, over 814572.08 frames. utt_duration=1249 frames, utt_pad_proportion=0.06805, over 2611.23 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2743, pruned_loss=0.05163, over 2330975.01 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06364, over 18255.46 utterances.], batch size: 37, lr: 2.83e-04
2022-08-29 08:01:34,779 INFO [train.py:927] (5/8) Epoch 14, batch 700, giga_loss[loss=0.2525, simple_loss=0.3257, pruned_loss=0.0896, over 12356.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 258.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.281, pruned_loss=0.05438, over 2398695.96 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06224, over 18202.77 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2783, pruned_loss=0.04991, over 847429.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.06718, over 2719.13 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2799, pruned_loss=0.05438, over 2361049.98 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06162, over 19170.15 utterances.], batch size: 258, lr: 2.83e-04
2022-08-29 08:03:14,530 INFO [train.py:927] (5/8) Epoch 14, batch 750, giga_loss[loss=0.2909, simple_loss=0.3461, pruned_loss=0.1179, over 12363.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2861, pruned_loss=0.0571, over 2415313.58 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06223, over 18747.75 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2785, pruned_loss=0.0498, over 871338.41 frames. utt_duration=1252 frames, utt_pad_proportion=0.06538, over 2786.99 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2853, pruned_loss=0.05726, over 2385031.16 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06196, over 19671.87 utterances.], batch size: 260, lr: 2.83e-04
2022-08-29 08:04:54,683 INFO [train.py:927] (5/8) Epoch 14, batch 800, giga_loss[loss=0.2281, simple_loss=0.3202, pruned_loss=0.06798, over 12329.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05035, over 26.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2912, pruned_loss=0.05845, over 2428846.99 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06094, over 18449.14 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2807, pruned_loss=0.05072, over 911274.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.06279, over 2918.97 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2901, pruned_loss=0.05847, over 2403267.45 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06112, over 19435.01 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 08:06:35,809 INFO [train.py:927] (5/8) Epoch 14, batch 850, giga_loss[loss=0.1927, simple_loss=0.2855, pruned_loss=0.04998, over 12388.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.02985, over 51.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.293, pruned_loss=0.05832, over 2438036.89 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05947, over 17908.45 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2823, pruned_loss=0.05115, over 950049.70 frames. utt_duration=1214 frames, utt_pad_proportion=0.07121, over 3133.58 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2918, pruned_loss=0.05836, over 2416632.77 frames. utt_duration=514.6 frames, utt_pad_proportion=0.05834, over 18840.58 utterances.], batch size: 51, lr: 2.83e-04
2022-08-29 08:08:17,017 INFO [train.py:927] (5/8) Epoch 14, batch 900, giga_loss[loss=0.2104, simple_loss=0.3009, pruned_loss=0.05996, over 12463.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2921, pruned_loss=0.05684, over 2445865.81 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05902, over 17294.72 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.05133, over 965278.46 frames. utt_duration=1212 frames, utt_pad_proportion=0.07049, over 3189.15 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2912, pruned_loss=0.05685, over 2428732.97 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05817, over 18100.22 utterances.], batch size: 75, lr: 2.83e-04
2022-08-29 08:09:59,293 INFO [train.py:927] (5/8) Epoch 14, batch 950, giga_loss[loss=0.2323, simple_loss=0.313, pruned_loss=0.07575, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05851, over 2451504.93 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05568, over 16631.72 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2827, pruned_loss=0.05122, over 995194.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.06992, over 3286.73 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2932, pruned_loss=0.05868, over 2437476.65 frames. utt_duration=561 frames, utt_pad_proportion=0.0551, over 17425.23 utterances.], batch size: 86, lr: 2.83e-04
2022-08-29 08:11:41,705 INFO [train.py:927] (5/8) Epoch 14, batch 1000, giga_loss[loss=0.2015, simple_loss=0.2865, pruned_loss=0.05823, over 12357.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03441, over 104.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2945, pruned_loss=0.06, over 2456570.98 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05633, over 17054.37 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2827, pruned_loss=0.0513, over 1017235.53 frames. utt_duration=1217 frames, utt_pad_proportion=0.06802, over 3346.17 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2942, pruned_loss=0.06022, over 2445235.95 frames. utt_duration=551 frames, utt_pad_proportion=0.05608, over 17800.25 utterances.], batch size: 104, lr: 2.83e-04
2022-08-29 08:13:21,066 INFO [train.py:927] (5/8) Epoch 14, batch 1050, giga_loss[loss=0.2116, simple_loss=0.29, pruned_loss=0.06662, over 12395.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02603, over 91.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2937, pruned_loss=0.06035, over 2460592.16 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05727, over 17172.52 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2822, pruned_loss=0.05127, over 1095464.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.07332, over 3639.84 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2942, pruned_loss=0.06099, over 2450451.32 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05577, over 18199.86 utterances.], batch size: 91, lr: 2.83e-04
2022-08-29 08:15:06,088 INFO [train.py:927] (5/8) Epoch 14, batch 1100, giga_loss[loss=0.2153, simple_loss=0.2944, pruned_loss=0.06814, over 12359.00 frames. utt_duration=134 frames, utt_pad_proportion=0.212, over 373.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2929, pruned_loss=0.06022, over 2464256.66 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06135, over 17351.07 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2826, pruned_loss=0.05143, over 1129728.69 frames. utt_duration=1191 frames, utt_pad_proportion=0.07833, over 3798.83 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2934, pruned_loss=0.06088, over 2455783.74 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05889, over 18336.95 utterances.], batch size: 373, lr: 2.83e-04
2022-08-29 08:16:49,226 INFO [train.py:927] (5/8) Epoch 14, batch 1150, giga_loss[loss=0.1902, simple_loss=0.2702, pruned_loss=0.05509, over 12425.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0348, over 105.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2894, pruned_loss=0.05873, over 2466778.85 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06301, over 18397.66 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2825, pruned_loss=0.05144, over 1162864.01 frames. utt_duration=1201 frames, utt_pad_proportion=0.07531, over 3876.16 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2901, pruned_loss=0.05944, over 2459960.46 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06154, over 19450.25 utterances.], batch size: 105, lr: 2.83e-04
2022-08-29 08:18:31,354 INFO [train.py:927] (5/8) Epoch 14, batch 1200, giga_loss[loss=0.177, simple_loss=0.2579, pruned_loss=0.04806, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04567, over 26.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2859, pruned_loss=0.05777, over 2468736.18 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06801, over 19219.10 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2827, pruned_loss=0.05156, over 1194767.52 frames. utt_duration=1187 frames, utt_pad_proportion=0.08125, over 4031.33 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2865, pruned_loss=0.05842, over 2463683.30 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06539, over 20269.87 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 08:20:12,794 INFO [train.py:927] (5/8) Epoch 14, batch 1250, giga_loss[loss=0.1824, simple_loss=0.2646, pruned_loss=0.05012, over 12334.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.0472, over 26.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2843, pruned_loss=0.05689, over 2469483.27 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07178, over 19061.68 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2822, pruned_loss=0.05142, over 1238451.88 frames. utt_duration=1196 frames, utt_pad_proportion=0.07767, over 4146.83 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.285, pruned_loss=0.05767, over 2465630.88 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07005, over 20284.89 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 08:21:53,651 INFO [train.py:927] (5/8) Epoch 14, batch 1300, libri_loss[loss=0.1669, simple_loss=0.2507, pruned_loss=0.0415, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008511, over 30.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2834, pruned_loss=0.057, over 2469944.77 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06861, over 18444.57 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2826, pruned_loss=0.05186, over 1274646.70 frames. utt_duration=1205 frames, utt_pad_proportion=0.07434, over 4238.14 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2838, pruned_loss=0.05757, over 2467150.51 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06794, over 19753.28 utterances.], batch size: 30, lr: 2.83e-04
2022-08-29 08:23:32,997 INFO [train.py:927] (5/8) Epoch 14, batch 1350, giga_loss[loss=0.1801, simple_loss=0.258, pruned_loss=0.05108, over 12429.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2804, pruned_loss=0.056, over 2470293.42 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06455, over 17372.92 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.282, pruned_loss=0.05156, over 1304234.95 frames. utt_duration=1206 frames, utt_pad_proportion=0.07323, over 4329.41 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.281, pruned_loss=0.0567, over 2468059.78 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06439, over 18633.72 utterances.], batch size: 133, lr: 2.83e-04
2022-08-29 08:25:15,899 INFO [train.py:927] (5/8) Epoch 14, batch 1400, giga_loss[loss=0.1703, simple_loss=0.2555, pruned_loss=0.04253, over 12461.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.02929, over 55.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2776, pruned_loss=0.05494, over 2470700.96 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06291, over 16933.24 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2821, pruned_loss=0.05155, over 1321541.73 frames. utt_duration=1211 frames, utt_pad_proportion=0.07168, over 4369.32 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.278, pruned_loss=0.05553, over 2469015.54 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06318, over 18063.33 utterances.], batch size: 55, lr: 2.83e-04
2022-08-29 08:26:56,093 INFO [train.py:927] (5/8) Epoch 14, batch 1450, libri_loss[loss=0.1643, simple_loss=0.2468, pruned_loss=0.04091, over 12477.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008536, over 29.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2746, pruned_loss=0.05379, over 2471036.46 frames. utt_duration=590.4 frames, utt_pad_proportion=0.06417, over 16783.99 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2814, pruned_loss=0.05104, over 1372018.24 frames. utt_duration=1233 frames, utt_pad_proportion=0.06762, over 4454.87 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2751, pruned_loss=0.05466, over 2469864.67 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0652, over 18150.23 utterances.], batch size: 29, lr: 2.83e-04
2022-08-29 08:28:36,635 INFO [train.py:927] (5/8) Epoch 14, batch 1500, giga_loss[loss=0.1914, simple_loss=0.2693, pruned_loss=0.05673, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03125, over 42.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2724, pruned_loss=0.05295, over 2471108.67 frames. utt_duration=620.5 frames, utt_pad_proportion=0.06116, over 15967.66 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2804, pruned_loss=0.05092, over 1431056.86 frames. utt_duration=1227 frames, utt_pad_proportion=0.07163, over 4670.85 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2729, pruned_loss=0.05385, over 2470115.41 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06099, over 17492.82 utterances.], batch size: 42, lr: 2.83e-04
2022-08-29 08:30:16,192 INFO [train.py:927] (5/8) Epoch 14, batch 1550, giga_loss[loss=0.1736, simple_loss=0.252, pruned_loss=0.04759, over 12443.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0465, over 34.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2709, pruned_loss=0.0525, over 2471058.61 frames. utt_duration=586 frames, utt_pad_proportion=0.06704, over 16909.03 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2801, pruned_loss=0.05066, over 1456341.90 frames. utt_duration=1232 frames, utt_pad_proportion=0.06964, over 4732.35 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2713, pruned_loss=0.0534, over 2470712.89 frames. utt_duration=540 frames, utt_pad_proportion=0.06696, over 18351.85 utterances.], batch size: 34, lr: 2.83e-04
2022-08-29 08:32:00,111 INFO [train.py:927] (5/8) Epoch 14, batch 1600, libri_loss[loss=0.1711, simple_loss=0.2585, pruned_loss=0.04183, over 12437.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.00704, over 32.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2737, pruned_loss=0.05417, over 2471599.84 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06341, over 16697.19 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2795, pruned_loss=0.0504, over 1471783.15 frames. utt_duration=1239 frames, utt_pad_proportion=0.06838, over 4757.25 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2742, pruned_loss=0.05508, over 2471038.55 frames. utt_duration=551 frames, utt_pad_proportion=0.06389, over 17988.22 utterances.], batch size: 32, lr: 2.83e-04
2022-08-29 08:33:44,746 INFO [train.py:927] (5/8) Epoch 14, batch 1650, giga_loss[loss=0.2165, simple_loss=0.3104, pruned_loss=0.06135, over 12401.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06796, over 184.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2789, pruned_loss=0.05659, over 2471997.95 frames. utt_duration=590 frames, utt_pad_proportion=0.06044, over 16803.41 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2788, pruned_loss=0.05019, over 1496399.43 frames. utt_duration=1245 frames, utt_pad_proportion=0.06688, over 4813.96 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2796, pruned_loss=0.05754, over 2471665.44 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06129, over 18044.56 utterances.], batch size: 184, lr: 2.82e-04
2022-08-29 08:35:27,622 INFO [train.py:927] (5/8) Epoch 14, batch 1700, giga_loss[loss=0.2132, simple_loss=0.3071, pruned_loss=0.05969, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03295, over 85.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2845, pruned_loss=0.0586, over 2472247.60 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06337, over 17681.89 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2786, pruned_loss=0.05013, over 1539318.68 frames. utt_duration=1258 frames, utt_pad_proportion=0.06345, over 4898.79 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2853, pruned_loss=0.05967, over 2472050.52 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06451, over 19086.24 utterances.], batch size: 85, lr: 2.82e-04
2022-08-29 08:37:10,564 INFO [train.py:927] (5/8) Epoch 14, batch 1750, giga_loss[loss=0.1993, simple_loss=0.2928, pruned_loss=0.05292, over 12266.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05336, over 26.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2913, pruned_loss=0.06147, over 2472183.34 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06554, over 17958.76 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2785, pruned_loss=0.05005, over 1557791.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.06195, over 4938.44 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2921, pruned_loss=0.06256, over 2472075.48 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06666, over 19273.64 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 08:38:52,427 INFO [train.py:927] (5/8) Epoch 14, batch 1800, giga_loss[loss=0.187, simple_loss=0.2777, pruned_loss=0.04812, over 12357.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03961, over 26.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2908, pruned_loss=0.06012, over 2472353.65 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06424, over 18188.24 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2786, pruned_loss=0.05008, over 1580537.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.06015, over 4995.54 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2917, pruned_loss=0.06121, over 2472173.24 frames. utt_duration=509 frames, utt_pad_proportion=0.06568, over 19486.28 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 08:40:35,146 INFO [train.py:927] (5/8) Epoch 14, batch 1850, giga_loss[loss=0.2176, simple_loss=0.301, pruned_loss=0.06712, over 12358.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03119, over 51.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2916, pruned_loss=0.06011, over 2473324.54 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06471, over 18294.12 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.279, pruned_loss=0.05029, over 1589449.99 frames. utt_duration=1248 frames, utt_pad_proportion=0.0667, over 5100.54 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2922, pruned_loss=0.06092, over 2473174.43 frames. utt_duration=513 frames, utt_pad_proportion=0.06412, over 19339.51 utterances.], batch size: 51, lr: 2.82e-04
2022-08-29 08:42:26,116 INFO [train.py:927] (5/8) Epoch 14, batch 1900, giga_loss[loss=0.2169, simple_loss=0.2935, pruned_loss=0.07012, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04801, over 31.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06108, over 2473532.72 frames. utt_duration=535.8 frames, utt_pad_proportion=0.0627, over 18517.56 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2795, pruned_loss=0.05043, over 1602575.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06673, over 5159.88 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2943, pruned_loss=0.06177, over 2473468.39 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06228, over 19469.24 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 08:44:11,269 INFO [train.py:927] (5/8) Epoch 14, batch 1950, giga_loss[loss=0.2183, simple_loss=0.3078, pruned_loss=0.06439, over 12344.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03335, over 58.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2946, pruned_loss=0.06155, over 2473605.46 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06199, over 17868.20 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2791, pruned_loss=0.05039, over 1632567.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.0643, over 5212.36 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2956, pruned_loss=0.06247, over 2473576.85 frames. utt_duration=522.5 frames, utt_pad_proportion=0.0622, over 18992.25 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 08:45:54,793 INFO [train.py:927] (5/8) Epoch 14, batch 2000, giga_loss[loss=0.2131, simple_loss=0.303, pruned_loss=0.06159, over 12418.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03685, over 113.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2952, pruned_loss=0.06246, over 2473844.58 frames. utt_duration=559.7 frames, utt_pad_proportion=0.0663, over 17725.85 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2789, pruned_loss=0.05028, over 1640943.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.06378, over 5224.23 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2962, pruned_loss=0.06337, over 2473835.23 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06639, over 18715.98 utterances.], batch size: 113, lr: 2.82e-04
2022-08-29 08:47:36,556 INFO [train.py:927] (5/8) Epoch 14, batch 2050, giga_loss[loss=0.1858, simple_loss=0.2758, pruned_loss=0.04788, over 12451.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.0416, over 26.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2957, pruned_loss=0.06234, over 2473160.71 frames. utt_duration=570.3 frames, utt_pad_proportion=0.0684, over 17391.35 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2782, pruned_loss=0.04995, over 1665318.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.06787, over 5337.15 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2974, pruned_loss=0.06359, over 2473396.45 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06721, over 18410.69 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 08:49:20,436 INFO [train.py:927] (5/8) Epoch 14, batch 2100, giga_loss[loss=0.2104, simple_loss=0.2895, pruned_loss=0.06558, over 12465.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03471, over 86.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2976, pruned_loss=0.06325, over 2473526.45 frames. utt_duration=606.8 frames, utt_pad_proportion=0.06408, over 16346.24 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2795, pruned_loss=0.05049, over 1701069.02 frames. utt_duration=1240 frames, utt_pad_proportion=0.06695, over 5495.51 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2989, pruned_loss=0.06445, over 2473629.03 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06347, over 17502.79 utterances.], batch size: 86, lr: 2.82e-04
2022-08-29 08:51:02,315 INFO [train.py:927] (5/8) Epoch 14, batch 2150, giga_loss[loss=0.2035, simple_loss=0.2822, pruned_loss=0.06239, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03115, over 45.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2964, pruned_loss=0.06297, over 2473340.86 frames. utt_duration=622.8 frames, utt_pad_proportion=0.05955, over 15922.63 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2793, pruned_loss=0.05044, over 1716451.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.06549, over 5526.30 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2978, pruned_loss=0.06416, over 2473380.60 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05969, over 16993.24 utterances.], batch size: 45, lr: 2.82e-04
2022-08-29 08:52:47,155 INFO [train.py:927] (5/8) Epoch 14, batch 2200, giga_loss[loss=0.1942, simple_loss=0.2865, pruned_loss=0.05092, over 12269.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05448, over 26.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2963, pruned_loss=0.06335, over 2473207.73 frames. utt_duration=652.6 frames, utt_pad_proportion=0.05515, over 15194.40 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2794, pruned_loss=0.05061, over 1731276.50 frames. utt_duration=1247 frames, utt_pad_proportion=0.06412, over 5561.43 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2977, pruned_loss=0.06444, over 2473442.99 frames. utt_duration=612.2 frames, utt_pad_proportion=0.05588, over 16200.73 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 08:54:28,786 INFO [train.py:927] (5/8) Epoch 14, batch 2250, giga_loss[loss=0.2127, simple_loss=0.2979, pruned_loss=0.06375, over 12383.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04074, over 133.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.297, pruned_loss=0.06384, over 2472828.43 frames. utt_duration=637.7 frames, utt_pad_proportion=0.0562, over 15547.06 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2798, pruned_loss=0.05077, over 1742479.61 frames. utt_duration=1249 frames, utt_pad_proportion=0.06303, over 5586.90 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2981, pruned_loss=0.06478, over 2472897.72 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05702, over 16453.40 utterances.], batch size: 133, lr: 2.82e-04
2022-08-29 08:56:13,766 INFO [train.py:927] (5/8) Epoch 14, batch 2300, giga_loss[loss=0.2201, simple_loss=0.3028, pruned_loss=0.06866, over 12445.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04405, over 134.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2962, pruned_loss=0.06316, over 2472588.49 frames. utt_duration=653.9 frames, utt_pad_proportion=0.05674, over 15160.03 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2797, pruned_loss=0.0508, over 1760133.24 frames. utt_duration=1256 frames, utt_pad_proportion=0.06171, over 5611.95 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2976, pruned_loss=0.06419, over 2473043.07 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05775, over 16088.49 utterances.], batch size: 134, lr: 2.82e-04
2022-08-29 08:57:56,242 INFO [train.py:927] (5/8) Epoch 14, batch 2350, giga_loss[loss=0.1973, simple_loss=0.2893, pruned_loss=0.05262, over 12468.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03719, over 26.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2955, pruned_loss=0.06241, over 2471989.30 frames. utt_duration=649.2 frames, utt_pad_proportion=0.06205, over 15267.16 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2807, pruned_loss=0.05101, over 1794749.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.06698, over 5821.05 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06367, over 2472566.04 frames. utt_duration=608.8 frames, utt_pad_proportion=0.0609, over 16285.42 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 08:59:40,016 INFO [train.py:927] (5/8) Epoch 14, batch 2400, libri_loss[loss=0.152, simple_loss=0.2437, pruned_loss=0.03011, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006067, over 31.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2932, pruned_loss=0.062, over 2471900.85 frames. utt_duration=641.2 frames, utt_pad_proportion=0.06317, over 15455.56 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2805, pruned_loss=0.05089, over 1814321.42 frames. utt_duration=1237 frames, utt_pad_proportion=0.06611, over 5872.68 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2948, pruned_loss=0.06341, over 2472811.55 frames. utt_duration=601.3 frames, utt_pad_proportion=0.06246, over 16490.58 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 09:01:22,691 INFO [train.py:927] (5/8) Epoch 14, batch 2450, giga_loss[loss=0.2428, simple_loss=0.3157, pruned_loss=0.08497, over 12373.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2922, pruned_loss=0.06181, over 2472198.51 frames. utt_duration=628.2 frames, utt_pad_proportion=0.06001, over 15779.09 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2808, pruned_loss=0.0511, over 1830350.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.06486, over 5914.31 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2935, pruned_loss=0.06303, over 2473174.10 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05997, over 16788.63 utterances.], batch size: 258, lr: 2.82e-04
2022-08-29 09:03:04,379 INFO [train.py:927] (5/8) Epoch 14, batch 2500, giga_loss[loss=0.1809, simple_loss=0.266, pruned_loss=0.04791, over 12195.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.02965, over 28.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2893, pruned_loss=0.06045, over 2471435.16 frames. utt_duration=627.6 frames, utt_pad_proportion=0.05973, over 15790.37 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2813, pruned_loss=0.05127, over 1849135.97 frames. utt_duration=1244 frames, utt_pad_proportion=0.063, over 5951.27 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2903, pruned_loss=0.0616, over 2472423.69 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06023, over 16823.35 utterances.], batch size: 28, lr: 2.82e-04
2022-08-29 09:04:46,615 INFO [train.py:927] (5/8) Epoch 14, batch 2550, giga_loss[loss=0.1816, simple_loss=0.2686, pruned_loss=0.04728, over 12314.00 frames. utt_duration=850.5 frames, utt_pad_proportion=0.0335, over 58.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2856, pruned_loss=0.05905, over 2470351.24 frames. utt_duration=623.4 frames, utt_pad_proportion=0.06168, over 15888.17 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2813, pruned_loss=0.05132, over 1858006.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.06207, over 5959.94 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2865, pruned_loss=0.06004, over 2471486.76 frames. utt_duration=589 frames, utt_pad_proportion=0.06224, over 16825.81 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:06:27,152 INFO [train.py:927] (5/8) Epoch 14, batch 2600, giga_loss[loss=0.1986, simple_loss=0.2903, pruned_loss=0.05346, over 12399.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02868, over 97.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2855, pruned_loss=0.05836, over 2470728.74 frames. utt_duration=610.2 frames, utt_pad_proportion=0.061, over 16235.62 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2814, pruned_loss=0.05139, over 1875807.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.0602, over 5983.90 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2862, pruned_loss=0.05928, over 2471941.82 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06203, over 17231.29 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:08:10,027 INFO [train.py:927] (5/8) Epoch 14, batch 2650, giga_loss[loss=0.1953, simple_loss=0.2825, pruned_loss=0.05402, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.0298, over 55.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2855, pruned_loss=0.05777, over 2471072.72 frames. utt_duration=584.5 frames, utt_pad_proportion=0.0649, over 16952.69 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2812, pruned_loss=0.05129, over 1881543.65 frames. utt_duration=1259 frames, utt_pad_proportion=0.05967, over 5983.07 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2863, pruned_loss=0.05861, over 2472185.98 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06564, over 17819.66 utterances.], batch size: 55, lr: 2.82e-04
2022-08-29 09:09:51,310 INFO [train.py:927] (5/8) Epoch 14, batch 2700, giga_loss[loss=0.1829, simple_loss=0.2694, pruned_loss=0.04821, over 12152.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03458, over 30.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.286, pruned_loss=0.05722, over 2471613.86 frames. utt_duration=582 frames, utt_pad_proportion=0.06158, over 17030.29 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2813, pruned_loss=0.0514, over 1887552.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.05909, over 5989.23 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2865, pruned_loss=0.05787, over 2472378.40 frames. utt_duration=557 frames, utt_pad_proportion=0.0625, over 17802.53 utterances.], batch size: 30, lr: 2.82e-04
2022-08-29 09:11:32,177 INFO [train.py:927] (5/8) Epoch 14, batch 2750, giga_loss[loss=0.203, simple_loss=0.2968, pruned_loss=0.05457, over 12392.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02924, over 58.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2866, pruned_loss=0.05739, over 2471963.01 frames. utt_duration=585.3 frames, utt_pad_proportion=0.06059, over 16935.50 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2817, pruned_loss=0.0515, over 1907352.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05811, over 6047.63 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2869, pruned_loss=0.05801, over 2472896.01 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06169, over 17846.69 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:13:13,517 INFO [train.py:927] (5/8) Epoch 14, batch 2800, giga_loss[loss=0.1939, simple_loss=0.2791, pruned_loss=0.05431, over 12431.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03625, over 43.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2877, pruned_loss=0.05791, over 2472275.64 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06042, over 17136.52 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2821, pruned_loss=0.05178, over 1921151.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.06156, over 6144.87 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2877, pruned_loss=0.05835, over 2473166.88 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06018, over 18016.05 utterances.], batch size: 43, lr: 2.82e-04
2022-08-29 09:14:55,355 INFO [train.py:927] (5/8) Epoch 14, batch 2850, giga_loss[loss=0.2028, simple_loss=0.2968, pruned_loss=0.05443, over 12449.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2888, pruned_loss=0.05803, over 2472087.42 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05821, over 16530.44 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2822, pruned_loss=0.05174, over 1942464.64 frames. utt_duration=1243 frames, utt_pad_proportion=0.06494, over 6259.97 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.289, pruned_loss=0.05864, over 2473133.09 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0571, over 17515.41 utterances.], batch size: 75, lr: 2.82e-04
2022-08-29 09:16:37,345 INFO [train.py:927] (5/8) Epoch 14, batch 2900, giga_loss[loss=0.1976, simple_loss=0.2785, pruned_loss=0.05831, over 12317.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03562, over 51.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2901, pruned_loss=0.05844, over 2472593.09 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05955, over 16667.25 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2823, pruned_loss=0.05184, over 1963298.28 frames. utt_duration=1233 frames, utt_pad_proportion=0.0683, over 6374.49 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2905, pruned_loss=0.05909, over 2473435.65 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05724, over 17731.27 utterances.], batch size: 51, lr: 2.82e-04
2022-08-29 09:18:21,038 INFO [train.py:927] (5/8) Epoch 14, batch 2950, giga_loss[loss=0.2442, simple_loss=0.3091, pruned_loss=0.08968, over 12352.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1932, over 364.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2905, pruned_loss=0.05844, over 2472580.41 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06583, over 17516.46 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.282, pruned_loss=0.05168, over 1965754.79 frames. utt_duration=1236 frames, utt_pad_proportion=0.06804, over 6370.62 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.291, pruned_loss=0.05907, over 2473310.86 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06385, over 18392.47 utterances.], batch size: 364, lr: 2.82e-04
2022-08-29 09:20:02,130 INFO [train.py:927] (5/8) Epoch 14, batch 3000, giga_loss[loss=0.1745, simple_loss=0.2657, pruned_loss=0.04167, over 12417.00 frames. utt_duration=754.1 frames, utt_pad_proportion=0.02314, over 66.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2896, pruned_loss=0.05786, over 2473092.24 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06302, over 17403.92 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2826, pruned_loss=0.05182, over 1978230.56 frames. utt_duration=1225 frames, utt_pad_proportion=0.07187, over 6468.60 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2897, pruned_loss=0.05842, over 2473740.05 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06036, over 18266.49 utterances.], batch size: 66, lr: 2.82e-04
2022-08-29 09:20:02,131 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 09:20:15,834 INFO [train.py:967] (5/8) 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 09:21:51,143 INFO [train.py:927] (5/8) Epoch 14, batch 3050, giga_loss[loss=0.1999, simple_loss=0.2831, pruned_loss=0.05837, over 12349.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1878, over 364.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2883, pruned_loss=0.05738, over 2473003.21 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06174, over 17756.77 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2825, pruned_loss=0.05181, over 1992541.90 frames. utt_duration=1233 frames, utt_pad_proportion=0.06992, over 6473.49 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2886, pruned_loss=0.05798, over 2473802.20 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06021, over 18727.22 utterances.], batch size: 364, lr: 2.82e-04
2022-08-29 09:23:33,707 INFO [train.py:927] (5/8) Epoch 14, batch 3100, giga_loss[loss=0.2139, simple_loss=0.3147, pruned_loss=0.05654, over 12382.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03304, over 80.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2896, pruned_loss=0.05724, over 2473820.12 frames. utt_duration=552 frames, utt_pad_proportion=0.05991, over 17976.17 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2828, pruned_loss=0.05197, over 2004216.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.0687, over 6507.47 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2898, pruned_loss=0.05772, over 2474638.52 frames. utt_duration=523.3 frames, utt_pad_proportion=0.0591, over 18970.93 utterances.], batch size: 80, lr: 2.82e-04
2022-08-29 09:25:13,895 INFO [train.py:927] (5/8) Epoch 14, batch 3150, libri_loss[loss=0.2331, simple_loss=0.324, pruned_loss=0.07107, over 12440.00 frames. utt_duration=767.2 frames, utt_pad_proportion=0.1272, over 65.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2878, pruned_loss=0.05716, over 2473692.42 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06323, over 17608.52 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2834, pruned_loss=0.05228, over 2016044.96 frames. utt_duration=1218 frames, utt_pad_proportion=0.07246, over 6629.98 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2877, pruned_loss=0.05745, over 2474147.46 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06121, over 18557.12 utterances.], batch size: 65, lr: 2.82e-04
2022-08-29 09:26:53,632 INFO [train.py:927] (5/8) Epoch 14, batch 3200, giga_loss[loss=0.1907, simple_loss=0.2659, pruned_loss=0.05778, over 12224.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03257, over 45.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2863, pruned_loss=0.05726, over 2473760.50 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06223, over 17353.73 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2831, pruned_loss=0.0521, over 2027025.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.07111, over 6626.21 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2864, pruned_loss=0.05774, over 2474452.63 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06098, over 18356.36 utterances.], batch size: 45, lr: 2.82e-04
2022-08-29 09:28:29,759 INFO [train.py:927] (5/8) Epoch 14, batch 3250, giga_loss[loss=0.1873, simple_loss=0.2696, pruned_loss=0.05248, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03373, over 28.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2849, pruned_loss=0.05695, over 2473722.92 frames. utt_duration=578 frames, utt_pad_proportion=0.05759, over 17164.25 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2834, pruned_loss=0.05223, over 2038504.30 frames. utt_duration=1226 frames, utt_pad_proportion=0.07002, over 6658.53 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2849, pruned_loss=0.05734, over 2473903.84 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05704, over 18163.12 utterances.], batch size: 28, lr: 2.82e-04
2022-08-29 09:30:09,209 INFO [train.py:927] (5/8) Epoch 14, batch 3300, giga_loss[loss=0.1628, simple_loss=0.237, pruned_loss=0.04431, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03413, over 42.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2821, pruned_loss=0.05615, over 2474217.47 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06019, over 17467.85 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2844, pruned_loss=0.05268, over 2049420.43 frames. utt_duration=1223 frames, utt_pad_proportion=0.06904, over 6708.65 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2814, pruned_loss=0.05624, over 2474240.04 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05983, over 18453.57 utterances.], batch size: 42, lr: 2.82e-04
2022-08-29 09:31:47,195 INFO [train.py:927] (5/8) Epoch 14, batch 3350, giga_loss[loss=0.1915, simple_loss=0.2854, pruned_loss=0.04878, over 12471.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2806, pruned_loss=0.0558, over 2474369.10 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05941, over 17293.38 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2852, pruned_loss=0.05316, over 2064282.23 frames. utt_duration=1212 frames, utt_pad_proportion=0.07285, over 6821.95 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2794, pruned_loss=0.05561, over 2474218.76 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05775, over 18305.23 utterances.], batch size: 55, lr: 2.82e-04
2022-08-29 09:33:26,752 INFO [train.py:927] (5/8) Epoch 14, batch 3400, giga_loss[loss=0.187, simple_loss=0.2833, pruned_loss=0.04538, over 12333.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2814, pruned_loss=0.05562, over 2474362.18 frames. utt_duration=589.3 frames, utt_pad_proportion=0.05552, over 16837.51 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.285, pruned_loss=0.05314, over 2072458.70 frames. utt_duration=1218 frames, utt_pad_proportion=0.07161, over 6814.56 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2804, pruned_loss=0.05554, over 2474215.60 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05468, over 17821.70 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:35:05,254 INFO [train.py:927] (5/8) Epoch 14, batch 3450, giga_loss[loss=0.2036, simple_loss=0.2891, pruned_loss=0.05903, over 12364.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04288, over 31.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2833, pruned_loss=0.05576, over 2474702.24 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05128, over 16299.14 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2851, pruned_loss=0.05303, over 2086418.40 frames. utt_duration=1220 frames, utt_pad_proportion=0.06971, over 6849.67 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2823, pruned_loss=0.05584, over 2474494.95 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05123, over 17368.75 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 09:36:53,133 INFO [train.py:927] (5/8) Epoch 14, batch 3500, giga_loss[loss=0.2105, simple_loss=0.3043, pruned_loss=0.05833, over 12368.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02706, over 66.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2868, pruned_loss=0.05746, over 2474731.01 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05433, over 16666.05 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05327, over 2099244.67 frames. utt_duration=1209 frames, utt_pad_proportion=0.07261, over 6953.55 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2857, pruned_loss=0.05745, over 2475060.85 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05282, over 17736.10 utterances.], batch size: 66, lr: 2.82e-04
2022-08-29 09:38:36,405 INFO [train.py:927] (5/8) Epoch 14, batch 3550, giga_loss[loss=0.3218, simple_loss=0.3727, pruned_loss=0.1354, over 12362.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2927, pruned_loss=0.06191, over 2473788.71 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06183, over 16893.86 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2862, pruned_loss=0.05377, over 2115831.27 frames. utt_duration=1188 frames, utt_pad_proportion=0.0789, over 7131.97 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2914, pruned_loss=0.06175, over 2473984.84 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05744, over 17988.49 utterances.], batch size: 257, lr: 2.82e-04
2022-08-29 09:40:18,448 INFO [train.py:927] (5/8) Epoch 14, batch 3600, giga_loss[loss=0.2964, simple_loss=0.3527, pruned_loss=0.1201, over 12389.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07419, over 213.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3001, pruned_loss=0.0666, over 2473814.59 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06592, over 18544.08 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2863, pruned_loss=0.05369, over 2119092.93 frames. utt_duration=1191 frames, utt_pad_proportion=0.07822, over 7127.66 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2991, pruned_loss=0.06664, over 2474254.49 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06273, over 19509.27 utterances.], batch size: 213, lr: 2.82e-04
2022-08-29 09:42:00,729 INFO [train.py:927] (5/8) Epoch 14, batch 3650, giga_loss[loss=0.361, simple_loss=0.3984, pruned_loss=0.1619, over 12373.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3063, pruned_loss=0.07189, over 2474484.25 frames. utt_duration=507.2 frames, utt_pad_proportion=0.0724, over 19573.62 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2864, pruned_loss=0.05383, over 2124349.79 frames. utt_duration=1195 frames, utt_pad_proportion=0.07733, over 7121.84 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3056, pruned_loss=0.07201, over 2474874.09 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06995, over 20496.33 utterances.], batch size: 257, lr: 2.82e-04
2022-08-29 09:43:42,527 INFO [train.py:927] (5/8) Epoch 14, batch 3700, giga_loss[loss=0.2771, simple_loss=0.345, pruned_loss=0.1046, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03238, over 105.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3105, pruned_loss=0.07556, over 2474706.09 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07087, over 20247.23 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2862, pruned_loss=0.05377, over 2129487.82 frames. utt_duration=1200 frames, utt_pad_proportion=0.0764, over 7110.06 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3104, pruned_loss=0.07597, over 2475103.45 frames. utt_duration=469.4 frames, utt_pad_proportion=0.0693, over 21159.83 utterances.], batch size: 105, lr: 2.82e-04
2022-08-29 09:45:27,561 INFO [train.py:927] (5/8) Epoch 14, batch 3750, giga_loss[loss=0.341, simple_loss=0.3829, pruned_loss=0.1496, over 12363.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2202, over 377.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3167, pruned_loss=0.08091, over 2474866.27 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08157, over 22100.61 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2866, pruned_loss=0.05376, over 2134615.68 frames. utt_duration=1202 frames, utt_pad_proportion=0.07537, over 7115.34 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3167, pruned_loss=0.08155, over 2475204.16 frames. utt_duration=432 frames, utt_pad_proportion=0.0803, over 22994.58 utterances.], batch size: 377, lr: 2.82e-04
2022-08-29 09:47:13,255 INFO [train.py:927] (5/8) Epoch 14, batch 3800, giga_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.0579, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3206, pruned_loss=0.08442, over 2474915.53 frames. utt_duration=434.8 frames, utt_pad_proportion=0.08339, over 22845.77 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2864, pruned_loss=0.05368, over 2141302.71 frames. utt_duration=1206 frames, utt_pad_proportion=0.07432, over 7110.09 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3213, pruned_loss=0.0855, over 2475243.81 frames. utt_duration=416.8 frames, utt_pad_proportion=0.08266, over 23835.64 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:48:56,715 INFO [train.py:927] (5/8) Epoch 14, batch 3850, giga_loss[loss=0.2515, simple_loss=0.331, pruned_loss=0.08601, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3198, pruned_loss=0.08412, over 2474665.04 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07949, over 22203.03 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.0535, over 2149024.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.07285, over 7102.28 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3212, pruned_loss=0.08575, over 2475383.10 frames. utt_duration=425.9 frames, utt_pad_proportion=0.0795, over 23327.04 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:50:43,287 INFO [train.py:927] (5/8) Epoch 14, batch 3900, giga_loss[loss=0.2397, simple_loss=0.314, pruned_loss=0.08265, over 12320.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.02999, over 48.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3192, pruned_loss=0.08239, over 2474584.48 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07381, over 21128.34 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05334, over 2159892.32 frames. utt_duration=1220 frames, utt_pad_proportion=0.07075, over 7089.05 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3216, pruned_loss=0.08473, over 2475479.26 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07475, over 22495.49 utterances.], batch size: 48, lr: 2.82e-04
2022-08-29 09:52:26,539 INFO [train.py:927] (5/8) Epoch 14, batch 3950, giga_loss[loss=0.2112, simple_loss=0.3084, pruned_loss=0.05696, over 12361.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3189, pruned_loss=0.08186, over 2474386.95 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0762, over 21358.54 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2856, pruned_loss=0.05322, over 2165762.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.06981, over 7070.36 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08433, over 2475435.32 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07709, over 22707.74 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:54:12,881 INFO [train.py:927] (5/8) Epoch 14, batch 4000, giga_loss[loss=0.2154, simple_loss=0.2993, pruned_loss=0.06576, over 12344.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02993, over 91.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3185, pruned_loss=0.07967, over 2475007.35 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07264, over 20674.24 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.05352, over 2173584.90 frames. utt_duration=1226 frames, utt_pad_proportion=0.06836, over 7102.35 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3209, pruned_loss=0.082, over 2475690.68 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07401, over 22017.33 utterances.], batch size: 91, lr: 2.82e-04
2022-08-29 09:55:57,310 INFO [train.py:927] (5/8) Epoch 14, batch 4050, giga_loss[loss=0.2244, simple_loss=0.2965, pruned_loss=0.07618, over 12374.00 frames. utt_duration=855 frames, utt_pad_proportion=0.02734, over 58.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3173, pruned_loss=0.07691, over 2474611.93 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07108, over 20415.31 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05344, over 2183419.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.06653, over 7091.74 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3188, pruned_loss=0.07961, over 2475690.69 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07282, over 21924.31 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:57:41,551 INFO [train.py:927] (5/8) Epoch 14, batch 4100, giga_loss[loss=0.2324, simple_loss=0.3147, pruned_loss=0.07501, over 12260.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02837, over 54.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3153, pruned_loss=0.07592, over 2474199.64 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07003, over 20266.93 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2876, pruned_loss=0.05332, over 2188994.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06555, over 7071.05 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3174, pruned_loss=0.07858, over 2475248.44 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07183, over 21728.59 utterances.], batch size: 54, lr: 2.81e-04
2022-08-29 09:59:34,930 INFO [train.py:927] (5/8) Epoch 14, batch 4150, libri_loss[loss=0.2558, simple_loss=0.3386, pruned_loss=0.08651, over 12458.00 frames. utt_duration=434.7 frames, utt_pad_proportion=0.324, over 115.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.314, pruned_loss=0.07529, over 2473688.01 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07366, over 20415.22 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2882, pruned_loss=0.05375, over 2197059.42 frames. utt_duration=1226 frames, utt_pad_proportion=0.06921, over 7177.80 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3159, pruned_loss=0.07767, over 2474876.02 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07376, over 21854.44 utterances.], batch size: 115, lr: 2.81e-04
2022-08-29 10:01:19,689 INFO [train.py:927] (5/8) Epoch 14, batch 4200, giga_loss[loss=0.2138, simple_loss=0.3042, pruned_loss=0.06165, over 12411.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04618, over 31.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3151, pruned_loss=0.07477, over 2473970.07 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07651, over 20954.98 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2885, pruned_loss=0.05386, over 2202657.79 frames. utt_duration=1222 frames, utt_pad_proportion=0.06878, over 7217.98 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3169, pruned_loss=0.07694, over 2474813.86 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07657, over 22303.24 utterances.], batch size: 31, lr: 2.81e-04
2022-08-29 10:03:05,601 INFO [train.py:927] (5/8) Epoch 14, batch 4250, giga_loss[loss=0.2251, simple_loss=0.3122, pruned_loss=0.06895, over 12399.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02962, over 62.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3152, pruned_loss=0.07521, over 2474551.33 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07112, over 20715.85 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2883, pruned_loss=0.05375, over 2203876.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.06868, over 7208.89 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3168, pruned_loss=0.07707, over 2475330.42 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07148, over 21836.56 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 10:04:52,515 INFO [train.py:927] (5/8) Epoch 14, batch 4300, giga_loss[loss=0.2384, simple_loss=0.3132, pruned_loss=0.08178, over 12114.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04129, over 33.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3132, pruned_loss=0.07501, over 2474770.72 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07157, over 20360.71 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2886, pruned_loss=0.05414, over 2209158.68 frames. utt_duration=1216 frames, utt_pad_proportion=0.07199, over 7274.44 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3147, pruned_loss=0.07655, over 2475488.25 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07085, over 21425.15 utterances.], batch size: 33, lr: 2.81e-04
2022-08-29 10:06:42,115 INFO [train.py:927] (5/8) Epoch 14, batch 4350, giga_loss[loss=0.2102, simple_loss=0.3073, pruned_loss=0.05651, over 12305.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03341, over 70.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3116, pruned_loss=0.07354, over 2474550.06 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06945, over 19684.41 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05417, over 2213085.61 frames. utt_duration=1220 frames, utt_pad_proportion=0.07114, over 7262.38 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3133, pruned_loss=0.07503, over 2475150.29 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06924, over 20722.73 utterances.], batch size: 70, lr: 2.81e-04
2022-08-29 10:08:24,964 INFO [train.py:927] (5/8) Epoch 14, batch 4400, giga_loss[loss=0.2311, simple_loss=0.3117, pruned_loss=0.07528, over 12441.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03322, over 86.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3108, pruned_loss=0.07261, over 2474315.41 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07475, over 20087.27 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2885, pruned_loss=0.05405, over 2219699.88 frames. utt_duration=1213 frames, utt_pad_proportion=0.07407, over 7331.32 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3126, pruned_loss=0.07433, over 2474660.74 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07356, over 21146.46 utterances.], batch size: 86, lr: 2.81e-04
2022-08-29 10:10:10,157 INFO [train.py:927] (5/8) Epoch 14, batch 4450, giga_loss[loss=0.1846, simple_loss=0.2656, pruned_loss=0.05178, over 12308.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.05197, over 26.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3097, pruned_loss=0.07291, over 2474247.52 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07582, over 20414.49 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2891, pruned_loss=0.05451, over 2229389.32 frames. utt_duration=1215 frames, utt_pad_proportion=0.07179, over 7348.95 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3114, pruned_loss=0.07461, over 2474814.71 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07553, over 21726.24 utterances.], batch size: 26, lr: 2.81e-04
2022-08-29 10:11:57,610 INFO [train.py:927] (5/8) Epoch 14, batch 4500, giga_loss[loss=0.2439, simple_loss=0.3196, pruned_loss=0.08409, over 12379.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02717, over 91.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3092, pruned_loss=0.07322, over 2474383.64 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07135, over 19999.95 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05466, over 2232849.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.07559, over 7427.77 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3105, pruned_loss=0.07467, over 2474996.87 frames. utt_duration=469.9 frames, utt_pad_proportion=0.0701, over 21133.12 utterances.], batch size: 91, lr: 2.81e-04
2022-08-29 10:13:39,510 INFO [train.py:927] (5/8) Epoch 14, batch 4550, giga_loss[loss=0.256, simple_loss=0.3259, pruned_loss=0.09302, over 12397.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06906, over 211.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.308, pruned_loss=0.07339, over 2474461.01 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06964, over 20006.14 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2896, pruned_loss=0.05481, over 2238781.31 frames. utt_duration=1210 frames, utt_pad_proportion=0.07406, over 7411.28 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07486, over 2475010.65 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0692, over 21224.68 utterances.], batch size: 211, lr: 2.81e-04
2022-08-29 10:15:25,427 INFO [train.py:927] (5/8) Epoch 14, batch 4600, libri_loss[loss=0.2167, simple_loss=0.2998, pruned_loss=0.06679, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006467, over 34.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3071, pruned_loss=0.0727, over 2473720.04 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06813, over 19605.71 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2901, pruned_loss=0.05515, over 2246789.28 frames. utt_duration=1202 frames, utt_pad_proportion=0.07627, over 7483.99 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.0742, over 2474253.24 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06706, over 20930.20 utterances.], batch size: 34, lr: 2.81e-04
2022-08-29 10:17:07,580 INFO [train.py:927] (5/8) Epoch 14, batch 4650, giga_loss[loss=0.2265, simple_loss=0.31, pruned_loss=0.07153, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3076, pruned_loss=0.07247, over 2473667.11 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07405, over 19896.09 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2906, pruned_loss=0.05551, over 2254562.01 frames. utt_duration=1209 frames, utt_pad_proportion=0.07413, over 7467.14 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3088, pruned_loss=0.07393, over 2474154.26 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07346, over 21369.01 utterances.], batch size: 105, lr: 2.81e-04
2022-08-29 10:18:52,261 INFO [train.py:927] (5/8) Epoch 14, batch 4700, giga_loss[loss=0.2732, simple_loss=0.3471, pruned_loss=0.09967, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03708, over 123.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3079, pruned_loss=0.07273, over 2473447.05 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07527, over 20055.99 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2907, pruned_loss=0.05549, over 2259730.62 frames. utt_duration=1203 frames, utt_pad_proportion=0.0772, over 7525.81 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3091, pruned_loss=0.07428, over 2474053.79 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07371, over 21452.48 utterances.], batch size: 123, lr: 2.81e-04
2022-08-29 10:20:41,598 INFO [train.py:927] (5/8) Epoch 14, batch 4750, giga_loss[loss=0.2523, simple_loss=0.3282, pruned_loss=0.0882, over 12317.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03231, over 70.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3105, pruned_loss=0.075, over 2473186.20 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07746, over 20438.88 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2909, pruned_loss=0.0555, over 2263966.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.07665, over 7543.08 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3117, pruned_loss=0.07658, over 2473682.38 frames. utt_duration=456 frames, utt_pad_proportion=0.07627, over 21768.61 utterances.], batch size: 70, lr: 2.81e-04
2022-08-29 10:22:24,840 INFO [train.py:927] (5/8) Epoch 14, batch 4800, giga_loss[loss=0.2069, simple_loss=0.286, pruned_loss=0.06389, over 12115.00 frames. utt_duration=1732 frames, utt_pad_proportion=0.0393, over 28.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3107, pruned_loss=0.07659, over 2473079.03 frames. utt_duration=477 frames, utt_pad_proportion=0.07854, over 20801.67 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2908, pruned_loss=0.05548, over 2267005.06 frames. utt_duration=1205 frames, utt_pad_proportion=0.07589, over 7532.93 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.312, pruned_loss=0.07813, over 2473552.43 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07779, over 22040.41 utterances.], batch size: 28, lr: 2.81e-04
2022-08-29 10:24:08,792 INFO [train.py:927] (5/8) Epoch 14, batch 4850, giga_loss[loss=0.2264, simple_loss=0.3071, pruned_loss=0.07287, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03892, over 133.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3102, pruned_loss=0.0767, over 2472737.11 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07785, over 20606.25 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2901, pruned_loss=0.05525, over 2273135.36 frames. utt_duration=1201 frames, utt_pad_proportion=0.07775, over 7583.43 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3123, pruned_loss=0.07868, over 2473068.90 frames. utt_duration=453.1 frames, utt_pad_proportion=0.0767, over 21902.71 utterances.], batch size: 133, lr: 2.81e-04
2022-08-29 10:25:49,992 INFO [train.py:927] (5/8) Epoch 14, batch 4900, giga_loss[loss=0.2285, simple_loss=0.3085, pruned_loss=0.07426, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02996, over 85.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.0759, over 2473596.21 frames. utt_duration=455.6 frames, utt_pad_proportion=0.08117, over 21787.30 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2902, pruned_loss=0.05526, over 2275060.45 frames. utt_duration=1201 frames, utt_pad_proportion=0.07721, over 7585.63 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3125, pruned_loss=0.07764, over 2473922.18 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08031, over 22927.94 utterances.], batch size: 85, lr: 2.81e-04
2022-08-29 10:27:36,190 INFO [train.py:927] (5/8) Epoch 14, batch 4950, giga_loss[loss=0.2376, simple_loss=0.3112, pruned_loss=0.082, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3086, pruned_loss=0.07476, over 2473916.50 frames. utt_duration=467 frames, utt_pad_proportion=0.07682, over 21255.26 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2905, pruned_loss=0.05555, over 2284404.13 frames. utt_duration=1209 frames, utt_pad_proportion=0.07422, over 7566.04 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3106, pruned_loss=0.07682, over 2474485.83 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07734, over 22810.93 utterances.], batch size: 161, lr: 2.81e-04
2022-08-29 10:29:23,330 INFO [train.py:927] (5/8) Epoch 14, batch 5000, giga_loss[loss=0.249, simple_loss=0.3151, pruned_loss=0.09148, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02781, over 45.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3085, pruned_loss=0.07523, over 2474791.06 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07501, over 20609.02 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2908, pruned_loss=0.0557, over 2289200.69 frames. utt_duration=1202 frames, utt_pad_proportion=0.07693, over 7629.21 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3104, pruned_loss=0.07719, over 2475179.57 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07476, over 22097.03 utterances.], batch size: 45, lr: 2.81e-04
2022-08-29 10:31:09,815 INFO [train.py:927] (5/8) Epoch 14, batch 5050, giga_loss[loss=0.2226, simple_loss=0.3066, pruned_loss=0.06931, over 12280.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02745, over 42.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3108, pruned_loss=0.07427, over 2474414.55 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07303, over 20305.09 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2911, pruned_loss=0.05571, over 2291691.20 frames. utt_duration=1203 frames, utt_pad_proportion=0.07595, over 7631.79 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3123, pruned_loss=0.07607, over 2474968.86 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07323, over 21651.85 utterances.], batch size: 42, lr: 2.81e-04
2022-08-29 10:32:52,811 INFO [train.py:927] (5/8) Epoch 14, batch 5100, giga_loss[loss=0.2827, simple_loss=0.342, pruned_loss=0.1117, over 12388.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3131, pruned_loss=0.07552, over 2474402.35 frames. utt_duration=479 frames, utt_pad_proportion=0.07445, over 20724.21 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2913, pruned_loss=0.05588, over 2294344.65 frames. utt_duration=1193 frames, utt_pad_proportion=0.07913, over 7703.38 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3143, pruned_loss=0.07704, over 2474901.90 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07347, over 21890.70 utterances.], batch size: 259, lr: 2.81e-04
2022-08-29 10:34:34,541 INFO [train.py:927] (5/8) Epoch 14, batch 5150, libri_loss[loss=0.1751, simple_loss=0.2606, pruned_loss=0.04475, over 12406.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00688, over 31.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3123, pruned_loss=0.07583, over 2473292.51 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07943, over 20826.04 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2904, pruned_loss=0.05554, over 2299427.92 frames. utt_duration=1202 frames, utt_pad_proportion=0.07739, over 7661.78 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3147, pruned_loss=0.07791, over 2473923.96 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07898, over 22172.16 utterances.], batch size: 31, lr: 2.81e-04
2022-08-29 10:36:18,119 INFO [train.py:927] (5/8) Epoch 14, batch 5200, giga_loss[loss=0.2207, simple_loss=0.3087, pruned_loss=0.06634, over 12385.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03897, over 113.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3115, pruned_loss=0.07663, over 2472827.99 frames. utt_duration=468.2 frames, utt_pad_proportion=0.08155, over 21193.71 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2902, pruned_loss=0.05544, over 2303517.07 frames. utt_duration=1206 frames, utt_pad_proportion=0.07589, over 7650.48 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07886, over 2473515.51 frames. utt_duration=439.6 frames, utt_pad_proportion=0.0816, over 22583.65 utterances.], batch size: 113, lr: 2.81e-04
2022-08-29 10:38:02,000 INFO [train.py:927] (5/8) Epoch 14, batch 5250, giga_loss[loss=0.2265, simple_loss=0.3101, pruned_loss=0.07141, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3107, pruned_loss=0.0766, over 2472450.93 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07675, over 20484.62 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2904, pruned_loss=0.05548, over 2306153.20 frames. utt_duration=1190 frames, utt_pad_proportion=0.08058, over 7764.43 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3128, pruned_loss=0.07861, over 2472891.00 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07548, over 21655.09 utterances.], batch size: 133, lr: 2.81e-04
2022-08-29 10:39:48,902 INFO [train.py:927] (5/8) Epoch 14, batch 5300, giga_loss[loss=0.2282, simple_loss=0.3087, pruned_loss=0.07379, over 12349.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03028, over 85.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3097, pruned_loss=0.0764, over 2471986.35 frames. utt_duration=495.2 frames, utt_pad_proportion=0.0747, over 20026.80 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2905, pruned_loss=0.0554, over 2309462.08 frames. utt_duration=1189 frames, utt_pad_proportion=0.07988, over 7778.95 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3116, pruned_loss=0.07845, over 2472324.98 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07397, over 21169.96 utterances.], batch size: 85, lr: 2.81e-04
2022-08-29 10:41:31,533 INFO [train.py:927] (5/8) Epoch 14, batch 5350, giga_loss[loss=0.2318, simple_loss=0.3107, pruned_loss=0.07649, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3088, pruned_loss=0.07592, over 2472049.71 frames. utt_duration=493 frames, utt_pad_proportion=0.07453, over 20115.87 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2905, pruned_loss=0.05539, over 2315126.20 frames. utt_duration=1180 frames, utt_pad_proportion=0.08225, over 7857.73 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3109, pruned_loss=0.07822, over 2472256.48 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07311, over 21348.26 utterances.], batch size: 161, lr: 2.81e-04
2022-08-29 10:43:15,827 INFO [train.py:927] (5/8) Epoch 14, batch 5400, giga_loss[loss=0.2077, simple_loss=0.2943, pruned_loss=0.06056, over 12404.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3097, pruned_loss=0.07559, over 2472588.17 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07063, over 19871.20 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2903, pruned_loss=0.05519, over 2321180.10 frames. utt_duration=1184 frames, utt_pad_proportion=0.08001, over 7851.00 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3123, pruned_loss=0.07834, over 2472859.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07034, over 21313.31 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 10:45:02,338 INFO [train.py:927] (5/8) Epoch 14, batch 5450, giga_loss[loss=0.2308, simple_loss=0.3346, pruned_loss=0.06352, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03049, over 39.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3094, pruned_loss=0.07534, over 2473747.22 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06957, over 19217.28 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2901, pruned_loss=0.05506, over 2325865.33 frames. utt_duration=1178 frames, utt_pad_proportion=0.08284, over 7906.93 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3122, pruned_loss=0.07816, over 2473803.26 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06825, over 20622.70 utterances.], batch size: 39, lr: 2.81e-04
2022-08-29 10:46:46,764 INFO [train.py:927] (5/8) Epoch 14, batch 5500, giga_loss[loss=0.2028, simple_loss=0.3024, pruned_loss=0.05155, over 12422.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.03955, over 34.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3113, pruned_loss=0.07522, over 2473673.08 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07416, over 19801.42 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2895, pruned_loss=0.05484, over 2330907.57 frames. utt_duration=1186 frames, utt_pad_proportion=0.08068, over 7873.49 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3147, pruned_loss=0.07832, over 2473789.90 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07346, over 21329.28 utterances.], batch size: 34, lr: 2.81e-04
2022-08-29 10:48:31,415 INFO [train.py:927] (5/8) Epoch 14, batch 5550, giga_loss[loss=0.2387, simple_loss=0.3339, pruned_loss=0.07175, over 12345.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03261, over 62.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3133, pruned_loss=0.07576, over 2473068.75 frames. utt_duration=512 frames, utt_pad_proportion=0.07271, over 19377.03 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2888, pruned_loss=0.05453, over 2336782.19 frames. utt_duration=1197 frames, utt_pad_proportion=0.07805, over 7817.34 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3174, pruned_loss=0.07929, over 2473512.81 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07297, over 21115.17 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 10:50:16,267 INFO [train.py:927] (5/8) Epoch 14, batch 5600, giga_loss[loss=0.2178, simple_loss=0.2916, pruned_loss=0.07202, over 12407.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02513, over 48.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3149, pruned_loss=0.07716, over 2472465.61 frames. utt_duration=506 frames, utt_pad_proportion=0.07166, over 19602.47 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2888, pruned_loss=0.05437, over 2341265.33 frames. utt_duration=1202 frames, utt_pad_proportion=0.07593, over 7801.97 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3191, pruned_loss=0.08083, over 2473005.67 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07255, over 21378.11 utterances.], batch size: 48, lr: 2.81e-04
2022-08-29 10:52:00,072 INFO [train.py:927] (5/8) Epoch 14, batch 5650, giga_loss[loss=0.2113, simple_loss=0.3086, pruned_loss=0.05703, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02905, over 80.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3149, pruned_loss=0.07693, over 2473001.34 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07093, over 20020.05 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05443, over 2343838.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.07472, over 7802.97 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3185, pruned_loss=0.08021, over 2473449.57 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07204, over 21643.44 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 10:53:45,465 INFO [train.py:927] (5/8) Epoch 14, batch 5700, giga_loss[loss=0.2506, simple_loss=0.3322, pruned_loss=0.08449, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06323, over 183.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3149, pruned_loss=0.07577, over 2473140.61 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07122, over 20118.16 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2886, pruned_loss=0.05429, over 2347140.75 frames. utt_duration=1205 frames, utt_pad_proportion=0.07359, over 7799.01 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3188, pruned_loss=0.07909, over 2473970.34 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07241, over 21741.67 utterances.], batch size: 183, lr: 2.81e-04
2022-08-29 10:55:30,373 INFO [train.py:927] (5/8) Epoch 14, batch 5750, giga_loss[loss=0.2257, simple_loss=0.31, pruned_loss=0.07066, over 12447.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3156, pruned_loss=0.07648, over 2473518.60 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07467, over 20457.36 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2887, pruned_loss=0.05437, over 2351470.70 frames. utt_duration=1200 frames, utt_pad_proportion=0.07585, over 7851.30 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3195, pruned_loss=0.07979, over 2474212.10 frames. utt_duration=449 frames, utt_pad_proportion=0.07467, over 22115.18 utterances.], batch size: 105, lr: 2.81e-04
2022-08-29 10:57:15,311 INFO [train.py:927] (5/8) Epoch 14, batch 5800, giga_loss[loss=0.2866, simple_loss=0.3461, pruned_loss=0.1135, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07465, over 212.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.314, pruned_loss=0.07639, over 2472874.83 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07508, over 20647.43 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2887, pruned_loss=0.05444, over 2352552.86 frames. utt_duration=1202 frames, utt_pad_proportion=0.07531, over 7835.81 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3173, pruned_loss=0.07914, over 2473537.62 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07522, over 22074.17 utterances.], batch size: 212, lr: 2.81e-04
2022-08-29 10:59:02,265 INFO [train.py:927] (5/8) Epoch 14, batch 5850, giga_loss[loss=0.2389, simple_loss=0.3108, pruned_loss=0.08349, over 12395.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07046, over 212.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07634, over 2473062.28 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07714, over 21103.00 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2885, pruned_loss=0.05434, over 2354623.91 frames. utt_duration=1207 frames, utt_pad_proportion=0.07416, over 7815.22 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3155, pruned_loss=0.07898, over 2473865.67 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07744, over 22468.91 utterances.], batch size: 212, lr: 2.81e-04
2022-08-29 11:00:54,367 INFO [train.py:927] (5/8) Epoch 14, batch 5900, giga_loss[loss=0.2199, simple_loss=0.3018, pruned_loss=0.06898, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04155, over 34.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3116, pruned_loss=0.07681, over 2473653.57 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07967, over 21312.44 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2885, pruned_loss=0.05431, over 2357270.87 frames. utt_duration=1210 frames, utt_pad_proportion=0.073, over 7802.92 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3146, pruned_loss=0.07933, over 2474030.56 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08019, over 22645.67 utterances.], batch size: 34, lr: 2.81e-04
2022-08-29 11:02:36,221 INFO [train.py:927] (5/8) Epoch 14, batch 5950, giga_loss[loss=0.1644, simple_loss=0.2541, pruned_loss=0.03739, over 12404.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04039, over 26.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3083, pruned_loss=0.07347, over 2473797.39 frames. utt_duration=468 frames, utt_pad_proportion=0.07682, over 21208.97 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2887, pruned_loss=0.05427, over 2358882.15 frames. utt_duration=1212 frames, utt_pad_proportion=0.07214, over 7791.89 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3107, pruned_loss=0.07578, over 2474233.09 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07767, over 22462.79 utterances.], batch size: 26, lr: 2.81e-04
2022-08-29 11:04:24,156 INFO [train.py:927] (5/8) Epoch 14, batch 6000, giga_loss[loss=0.2212, simple_loss=0.301, pruned_loss=0.07071, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02893, over 45.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3065, pruned_loss=0.07205, over 2473450.36 frames. utt_duration=480 frames, utt_pad_proportion=0.07601, over 20674.90 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05403, over 2361317.18 frames. utt_duration=1214 frames, utt_pad_proportion=0.07168, over 7792.00 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3092, pruned_loss=0.07451, over 2474166.27 frames. utt_duration=452 frames, utt_pad_proportion=0.07692, over 21965.36 utterances.], batch size: 45, lr: 2.81e-04
2022-08-29 11:04:24,157 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 11:04:38,095 INFO [train.py:967] (5/8) 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 11:06:20,977 INFO [train.py:927] (5/8) Epoch 14, batch 6050, giga_loss[loss=0.2325, simple_loss=0.3234, pruned_loss=0.07084, over 12391.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03214, over 122.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3041, pruned_loss=0.07158, over 2473890.15 frames. utt_duration=476 frames, utt_pad_proportion=0.07678, over 20851.54 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2885, pruned_loss=0.05399, over 2364243.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.07018, over 7782.29 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3065, pruned_loss=0.07397, over 2474334.69 frames. utt_duration=447.6 frames, utt_pad_proportion=0.078, over 22184.72 utterances.], batch size: 122, lr: 2.81e-04
2022-08-29 11:08:01,267 INFO [train.py:927] (5/8) Epoch 14, batch 6100, giga_loss[loss=0.2559, simple_loss=0.3303, pruned_loss=0.09077, over 12367.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3031, pruned_loss=0.07065, over 2473848.81 frames. utt_duration=485.5 frames, utt_pad_proportion=0.0785, over 20441.42 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05386, over 2369259.00 frames. utt_duration=1228 frames, utt_pad_proportion=0.06763, over 7727.56 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3063, pruned_loss=0.07348, over 2474531.58 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08038, over 22161.35 utterances.], batch size: 161, lr: 2.81e-04
2022-08-29 11:09:46,351 INFO [train.py:927] (5/8) Epoch 14, batch 6150, giga_loss[loss=0.2169, simple_loss=0.2968, pruned_loss=0.06852, over 12358.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03302, over 62.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.0715, over 2474054.45 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07221, over 19955.39 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2877, pruned_loss=0.05381, over 2370261.91 frames. utt_duration=1230 frames, utt_pad_proportion=0.0671, over 7716.31 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3072, pruned_loss=0.07393, over 2474628.71 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07435, over 21436.16 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 11:11:30,445 INFO [train.py:927] (5/8) Epoch 14, batch 6200, giga_loss[loss=0.1922, simple_loss=0.2824, pruned_loss=0.05096, over 12369.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03216, over 62.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3043, pruned_loss=0.07148, over 2473835.84 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06706, over 19348.79 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.05361, over 2373757.67 frames. utt_duration=1238 frames, utt_pad_proportion=0.06508, over 7677.52 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3077, pruned_loss=0.07424, over 2474825.17 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06988, over 21009.04 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 11:13:17,443 INFO [train.py:927] (5/8) Epoch 14, batch 6250, giga_loss[loss=0.3294, simple_loss=0.3723, pruned_loss=0.1432, over 12379.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3071, pruned_loss=0.07271, over 2474073.75 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06678, over 19445.25 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2873, pruned_loss=0.05362, over 2376528.53 frames. utt_duration=1241 frames, utt_pad_proportion=0.06376, over 7669.76 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07531, over 2474582.71 frames. utt_duration=471.9 frames, utt_pad_proportion=0.0695, over 21040.64 utterances.], batch size: 260, lr: 2.81e-04
2022-08-29 11:15:02,106 INFO [train.py:927] (5/8) Epoch 14, batch 6300, giga_loss[loss=0.243, simple_loss=0.3182, pruned_loss=0.08389, over 12405.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.058, over 182.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07436, over 2474428.54 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06222, over 19163.63 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2872, pruned_loss=0.05349, over 2379644.04 frames. utt_duration=1246 frames, utt_pad_proportion=0.06205, over 7647.41 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3123, pruned_loss=0.07721, over 2475079.77 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06535, over 20837.87 utterances.], batch size: 182, lr: 2.81e-04
2022-08-29 11:16:48,087 INFO [train.py:927] (5/8) Epoch 14, batch 6350, giga_loss[loss=0.2287, simple_loss=0.3062, pruned_loss=0.07563, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04017, over 37.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3102, pruned_loss=0.07399, over 2474977.41 frames. utt_duration=496.6 frames, utt_pad_proportion=0.0638, over 19995.32 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2869, pruned_loss=0.05341, over 2379979.82 frames. utt_duration=1248 frames, utt_pad_proportion=0.06185, over 7638.17 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3129, pruned_loss=0.07636, over 2475601.79 frames. utt_duration=465 frames, utt_pad_proportion=0.06615, over 21360.86 utterances.], batch size: 37, lr: 2.81e-04
2022-08-29 11:18:33,010 INFO [train.py:927] (5/8) Epoch 14, batch 6400, giga_loss[loss=0.2411, simple_loss=0.3065, pruned_loss=0.08789, over 12344.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3116, pruned_loss=0.0756, over 2475321.92 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06833, over 21388.83 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.0534, over 2381769.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.06087, over 7622.60 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3143, pruned_loss=0.07783, over 2475893.67 frames. utt_duration=438 frames, utt_pad_proportion=0.0701, over 22687.37 utterances.], batch size: 365, lr: 2.81e-04
2022-08-29 11:20:15,676 INFO [train.py:927] (5/8) Epoch 14, batch 6450, giga_loss[loss=0.1936, simple_loss=0.2845, pruned_loss=0.05135, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.0755, over 2475606.52 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06611, over 21247.80 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2866, pruned_loss=0.05335, over 2383954.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.05997, over 7619.24 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3134, pruned_loss=0.0777, over 2475778.66 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06794, over 22521.93 utterances.], batch size: 70, lr: 2.81e-04
2022-08-29 11:21:58,704 INFO [train.py:927] (5/8) Epoch 14, batch 6500, giga_loss[loss=0.2037, simple_loss=0.2849, pruned_loss=0.06125, over 12119.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03778, over 30.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3096, pruned_loss=0.07564, over 2475352.98 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06605, over 21148.51 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05325, over 2385794.91 frames. utt_duration=1259 frames, utt_pad_proportion=0.0589, over 7586.13 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3126, pruned_loss=0.07798, over 2475876.83 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06789, over 22495.56 utterances.], batch size: 30, lr: 2.81e-04
2022-08-29 11:23:42,841 INFO [train.py:927] (5/8) Epoch 14, batch 6550, giga_loss[loss=0.2374, simple_loss=0.3139, pruned_loss=0.08044, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03104, over 80.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3104, pruned_loss=0.07677, over 2475475.84 frames. utt_duration=465 frames, utt_pad_proportion=0.07169, over 21362.23 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2865, pruned_loss=0.05342, over 2388508.68 frames. utt_duration=1260 frames, utt_pad_proportion=0.05767, over 7590.50 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3132, pruned_loss=0.07912, over 2475829.43 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07332, over 22815.30 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 11:25:26,991 INFO [train.py:927] (5/8) Epoch 14, batch 6600, giga_loss[loss=0.2703, simple_loss=0.3227, pruned_loss=0.109, over 12369.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 370.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3118, pruned_loss=0.07804, over 2475379.40 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07409, over 21968.28 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05338, over 2389539.09 frames. utt_duration=1261 frames, utt_pad_proportion=0.05756, over 7587.69 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3143, pruned_loss=0.08022, over 2475904.20 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0753, over 23295.99 utterances.], batch size: 370, lr: 2.80e-04
2022-08-29 11:27:10,181 INFO [train.py:927] (5/8) Epoch 14, batch 6650, giga_loss[loss=0.2247, simple_loss=0.3024, pruned_loss=0.07344, over 12418.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02419, over 48.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3113, pruned_loss=0.07793, over 2474819.87 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07262, over 21459.72 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2866, pruned_loss=0.05337, over 2390341.48 frames. utt_duration=1263 frames, utt_pad_proportion=0.05712, over 7577.84 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3135, pruned_loss=0.07986, over 2475279.99 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07384, over 22634.38 utterances.], batch size: 48, lr: 2.80e-04
2022-08-29 11:28:54,394 INFO [train.py:927] (5/8) Epoch 14, batch 6700, giga_loss[loss=0.2737, simple_loss=0.349, pruned_loss=0.09924, over 12442.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04752, over 162.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3115, pruned_loss=0.07764, over 2475202.55 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07681, over 21971.98 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2866, pruned_loss=0.05342, over 2393158.51 frames. utt_duration=1240 frames, utt_pad_proportion=0.06476, over 7731.72 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.314, pruned_loss=0.07997, over 2475671.79 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07554, over 23241.63 utterances.], batch size: 162, lr: 2.80e-04
2022-08-29 11:30:36,692 INFO [train.py:927] (5/8) Epoch 14, batch 6750, libri_loss[loss=0.1982, simple_loss=0.2942, pruned_loss=0.05109, over 12379.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.1429, over 66.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3125, pruned_loss=0.07851, over 2475028.41 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07206, over 21701.99 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05319, over 2395195.20 frames. utt_duration=1239 frames, utt_pad_proportion=0.06499, over 7742.70 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.08112, over 2475394.88 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07126, over 23017.27 utterances.], batch size: 66, lr: 2.80e-04
2022-08-29 11:32:20,161 INFO [train.py:927] (5/8) Epoch 14, batch 6800, giga_loss[loss=0.2572, simple_loss=0.3347, pruned_loss=0.08981, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02527, over 45.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3131, pruned_loss=0.07916, over 2474587.22 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07771, over 22014.48 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2858, pruned_loss=0.05298, over 2398556.96 frames. utt_duration=1245 frames, utt_pad_proportion=0.06273, over 7715.68 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3169, pruned_loss=0.08253, over 2475035.21 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07746, over 23672.89 utterances.], batch size: 45, lr: 2.80e-04
2022-08-29 11:34:03,000 INFO [train.py:927] (5/8) Epoch 14, batch 6850, giga_loss[loss=0.2104, simple_loss=0.2972, pruned_loss=0.06174, over 12090.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03541, over 30.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3136, pruned_loss=0.07848, over 2473752.77 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07444, over 21344.35 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.0529, over 2399483.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.06204, over 7700.08 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3167, pruned_loss=0.08157, over 2474280.62 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07469, over 22864.00 utterances.], batch size: 30, lr: 2.80e-04
2022-08-29 11:35:46,581 INFO [train.py:927] (5/8) Epoch 14, batch 6900, libri_loss[loss=0.1979, simple_loss=0.2808, pruned_loss=0.05748, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005558, over 34.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07873, over 2473670.27 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07524, over 21884.27 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05301, over 2401501.21 frames. utt_duration=1247 frames, utt_pad_proportion=0.06152, over 7714.85 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08192, over 2474599.52 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07571, over 23528.74 utterances.], batch size: 34, lr: 2.80e-04
2022-08-29 11:37:28,861 INFO [train.py:927] (5/8) Epoch 14, batch 6950, giga_loss[loss=0.2248, simple_loss=0.302, pruned_loss=0.07379, over 12412.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03745, over 40.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3131, pruned_loss=0.07775, over 2473708.36 frames. utt_duration=477 frames, utt_pad_proportion=0.0697, over 20810.47 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2863, pruned_loss=0.05304, over 2403655.10 frames. utt_duration=1252 frames, utt_pad_proportion=0.05993, over 7691.15 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3165, pruned_loss=0.08108, over 2474766.36 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07109, over 22586.24 utterances.], batch size: 40, lr: 2.80e-04
2022-08-29 11:39:15,737 INFO [train.py:927] (5/8) Epoch 14, batch 7000, giga_loss[loss=0.2496, simple_loss=0.3252, pruned_loss=0.08702, over 12387.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02987, over 58.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07938, over 2473806.89 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07054, over 21231.87 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2863, pruned_loss=0.05312, over 2405225.84 frames. utt_duration=1256 frames, utt_pad_proportion=0.05897, over 7671.15 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3171, pruned_loss=0.08252, over 2474775.87 frames. utt_duration=432.8 frames, utt_pad_proportion=0.0719, over 22952.69 utterances.], batch size: 58, lr: 2.80e-04
2022-08-29 11:41:00,200 INFO [train.py:927] (5/8) Epoch 14, batch 7050, giga_loss[loss=0.2072, simple_loss=0.2865, pruned_loss=0.06396, over 12426.00 frames. utt_duration=904.9 frames, utt_pad_proportion=0.0332, over 55.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3153, pruned_loss=0.0808, over 2473665.84 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07315, over 21999.38 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2863, pruned_loss=0.05312, over 2406634.36 frames. utt_duration=1247 frames, utt_pad_proportion=0.06249, over 7730.03 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3185, pruned_loss=0.08379, over 2474407.17 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07323, over 23563.99 utterances.], batch size: 55, lr: 2.80e-04
2022-08-29 11:42:42,940 INFO [train.py:927] (5/8) Epoch 14, batch 7100, giga_loss[loss=0.2351, simple_loss=0.3141, pruned_loss=0.07809, over 12322.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03283, over 85.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08056, over 2474244.81 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07785, over 22227.21 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2867, pruned_loss=0.05323, over 2409353.86 frames. utt_duration=1238 frames, utt_pad_proportion=0.06525, over 7795.40 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3183, pruned_loss=0.08391, over 2474768.87 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07696, over 23971.15 utterances.], batch size: 85, lr: 2.80e-04
2022-08-29 11:44:25,788 INFO [train.py:927] (5/8) Epoch 14, batch 7150, giga_loss[loss=0.2263, simple_loss=0.3184, pruned_loss=0.06713, over 12372.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05302, over 161.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3148, pruned_loss=0.07969, over 2474855.95 frames. utt_duration=459 frames, utt_pad_proportion=0.07381, over 21636.85 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05337, over 2411516.68 frames. utt_duration=1245 frames, utt_pad_proportion=0.06337, over 7760.13 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.08325, over 2475664.01 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07406, over 23588.44 utterances.], batch size: 161, lr: 2.80e-04
2022-08-29 11:46:07,133 INFO [train.py:927] (5/8) Epoch 14, batch 7200, giga_loss[loss=0.2141, simple_loss=0.2943, pruned_loss=0.06696, over 12255.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02617, over 54.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3144, pruned_loss=0.07945, over 2474766.48 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07682, over 21868.40 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05341, over 2413183.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06636, over 7820.30 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.08282, over 2475338.55 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07596, over 23674.30 utterances.], batch size: 54, lr: 2.80e-04
2022-08-29 11:47:52,310 INFO [train.py:927] (5/8) Epoch 14, batch 7250, giga_loss[loss=0.2267, simple_loss=0.2993, pruned_loss=0.077, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03974, over 113.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3118, pruned_loss=0.07838, over 2474936.93 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07402, over 21428.38 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.0534, over 2413698.26 frames. utt_duration=1238 frames, utt_pad_proportion=0.06588, over 7811.15 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3146, pruned_loss=0.08125, over 2475467.53 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07369, over 22969.67 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 11:49:36,337 INFO [train.py:927] (5/8) Epoch 14, batch 7300, giga_loss[loss=0.2174, simple_loss=0.2888, pruned_loss=0.07296, over 12277.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.0282, over 42.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3084, pruned_loss=0.07669, over 2474749.86 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07529, over 20820.25 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2871, pruned_loss=0.05332, over 2415416.87 frames. utt_duration=1243 frames, utt_pad_proportion=0.06434, over 7781.16 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3111, pruned_loss=0.07969, over 2475252.52 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07548, over 22430.85 utterances.], batch size: 42, lr: 2.80e-04
2022-08-29 11:51:20,176 INFO [train.py:927] (5/8) Epoch 14, batch 7350, giga_loss[loss=0.2368, simple_loss=0.3142, pruned_loss=0.07966, over 12353.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04082, over 145.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3077, pruned_loss=0.07626, over 2474183.90 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07937, over 21597.43 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2871, pruned_loss=0.05332, over 2416144.56 frames. utt_duration=1242 frames, utt_pad_proportion=0.06433, over 7793.23 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3101, pruned_loss=0.07893, over 2474717.29 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07929, over 23024.96 utterances.], batch size: 145, lr: 2.80e-04
2022-08-29 11:52:59,890 INFO [train.py:927] (5/8) Epoch 14, batch 7400, libri_loss[loss=0.1998, simple_loss=0.3064, pruned_loss=0.04662, over 12380.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01361, over 41.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3076, pruned_loss=0.07367, over 2474542.28 frames. utt_duration=449.9 frames, utt_pad_proportion=0.0771, over 22075.45 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05317, over 2417418.25 frames. utt_duration=1239 frames, utt_pad_proportion=0.06385, over 7815.37 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3099, pruned_loss=0.07641, over 2475115.91 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07741, over 23517.43 utterances.], batch size: 41, lr: 2.80e-04
2022-08-29 11:54:45,086 INFO [train.py:927] (5/8) Epoch 14, batch 7450, libri_loss[loss=0.1499, simple_loss=0.241, pruned_loss=0.02934, over 12213.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04084, over 27.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3045, pruned_loss=0.07026, over 2474168.74 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08092, over 23265.27 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2874, pruned_loss=0.05322, over 2419013.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.06336, over 7842.38 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3068, pruned_loss=0.07302, over 2474973.05 frames. utt_duration=399.7 frames, utt_pad_proportion=0.08122, over 24861.20 utterances.], batch size: 27, lr: 2.80e-04
2022-08-29 11:56:28,826 INFO [train.py:927] (5/8) Epoch 14, batch 7500, giga_loss[loss=0.224, simple_loss=0.3091, pruned_loss=0.06944, over 12193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03287, over 39.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3025, pruned_loss=0.06768, over 2474206.83 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08389, over 24081.07 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.05329, over 2420724.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06189, over 7827.39 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.07026, over 2474765.38 frames. utt_duration=384.7 frames, utt_pad_proportion=0.08454, over 25831.23 utterances.], batch size: 39, lr: 2.80e-04
2022-08-29 11:58:13,191 INFO [train.py:927] (5/8) Epoch 14, batch 7550, giga_loss[loss=0.2167, simple_loss=0.309, pruned_loss=0.06217, over 12435.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04202, over 114.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3024, pruned_loss=0.06664, over 2474679.98 frames. utt_duration=406.1 frames, utt_pad_proportion=0.08199, over 24462.69 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05319, over 2422191.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06103, over 7815.63 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3048, pruned_loss=0.06918, over 2475237.90 frames. utt_duration=377.5 frames, utt_pad_proportion=0.08302, over 26327.71 utterances.], batch size: 114, lr: 2.80e-04
2022-08-29 11:59:55,415 INFO [train.py:927] (5/8) Epoch 14, batch 7600, giga_loss[loss=0.2097, simple_loss=0.293, pruned_loss=0.06317, over 12411.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06285, over 183.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3003, pruned_loss=0.0647, over 2474636.38 frames. utt_duration=407.5 frames, utt_pad_proportion=0.08023, over 24375.06 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05313, over 2424008.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.06028, over 7819.38 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3025, pruned_loss=0.06719, over 2475076.77 frames. utt_duration=376.5 frames, utt_pad_proportion=0.08155, over 26393.94 utterances.], batch size: 183, lr: 2.80e-04
2022-08-29 12:01:37,305 INFO [train.py:927] (5/8) Epoch 14, batch 7650, giga_loss[loss=0.1852, simple_loss=0.2844, pruned_loss=0.04299, over 12369.00 frames. utt_duration=661 frames, utt_pad_proportion=0.03781, over 75.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2998, pruned_loss=0.06348, over 2475303.88 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07524, over 23731.51 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05329, over 2424545.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06079, over 7850.16 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3014, pruned_loss=0.06539, over 2475624.20 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07654, over 25433.72 utterances.], batch size: 75, lr: 2.80e-04
2022-08-29 12:03:21,014 INFO [train.py:927] (5/8) Epoch 14, batch 7700, giga_loss[loss=0.1805, simple_loss=0.2766, pruned_loss=0.04225, over 12355.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.297, pruned_loss=0.06097, over 2475630.14 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07197, over 23895.18 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2875, pruned_loss=0.05318, over 2424873.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.0603, over 7824.51 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2985, pruned_loss=0.0627, over 2476286.65 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07333, over 25479.67 utterances.], batch size: 85, lr: 2.80e-04
2022-08-29 12:05:04,986 INFO [train.py:927] (5/8) Epoch 14, batch 7750, giga_loss[loss=0.1917, simple_loss=0.2761, pruned_loss=0.05366, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0406, over 113.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.0594, over 2475551.78 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07342, over 24653.91 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2876, pruned_loss=0.05318, over 2425092.19 frames. utt_duration=1240 frames, utt_pad_proportion=0.0602, over 7831.39 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.295, pruned_loss=0.06077, over 2476094.88 frames. utt_duration=383 frames, utt_pad_proportion=0.07444, over 25955.97 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 12:06:51,391 INFO [train.py:927] (5/8) Epoch 14, batch 7800, giga_loss[loss=0.2434, simple_loss=0.3174, pruned_loss=0.08466, over 12412.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06755, over 184.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2927, pruned_loss=0.05916, over 2475878.30 frames. utt_duration=385.2 frames, utt_pad_proportion=0.07657, over 25807.76 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.0532, over 2425826.63 frames. utt_duration=1242 frames, utt_pad_proportion=0.05952, over 7823.90 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2937, pruned_loss=0.06031, over 2476317.02 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07744, over 27065.42 utterances.], batch size: 184, lr: 2.80e-04
2022-08-29 12:08:51,381 INFO [train.py:927] (5/8) Epoch 14, batch 7850, giga_loss[loss=0.2003, simple_loss=0.2824, pruned_loss=0.05907, over 12368.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1752, over 356.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05884, over 2476142.51 frames. utt_duration=383.2 frames, utt_pad_proportion=0.07423, over 25943.53 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2876, pruned_loss=0.05319, over 2426268.45 frames. utt_duration=1244 frames, utt_pad_proportion=0.05884, over 7811.64 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05984, over 2476760.34 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07523, over 27198.73 utterances.], batch size: 356, lr: 2.80e-04
2022-08-29 12:11:01,886 INFO [train.py:927] (5/8) Epoch 14, batch 7900, giga_loss[loss=0.1744, simple_loss=0.2689, pruned_loss=0.03998, over 12350.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02743, over 66.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2934, pruned_loss=0.05822, over 2476066.66 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07104, over 25702.78 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05326, over 2426430.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.0586, over 7808.58 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.05897, over 2476618.54 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07204, over 26757.94 utterances.], batch size: 66, lr: 2.80e-04
2022-08-29 12:13:07,531 INFO [train.py:927] (5/8) Epoch 14, batch 7950, libri_loss[loss=0.2047, simple_loss=0.295, pruned_loss=0.05723, over 12479.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.00583, over 36.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.05712, over 2476655.74 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06761, over 25320.24 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2881, pruned_loss=0.05349, over 2427655.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.05777, over 7812.30 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05759, over 2476873.69 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06883, over 26480.92 utterances.], batch size: 36, lr: 2.80e-04
2022-08-29 12:15:13,238 INFO [train.py:927] (5/8) Epoch 14, batch 8000, giga_loss[loss=0.2202, simple_loss=0.3192, pruned_loss=0.06062, over 12302.00 frames. utt_duration=746.9 frames, utt_pad_proportion=0.03123, over 66.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05654, over 2476840.16 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06503, over 24719.06 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2882, pruned_loss=0.05342, over 2428867.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.05699, over 7819.94 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.05705, over 2477025.32 frames. utt_duration=382 frames, utt_pad_proportion=0.0664, over 26025.75 utterances.], batch size: 66, lr: 2.80e-04
2022-08-29 12:17:07,470 INFO [train.py:927] (5/8) Epoch 14, batch 8050, giga_loss[loss=0.1994, simple_loss=0.2929, pruned_loss=0.05296, over 12363.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02869, over 85.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2911, pruned_loss=0.05623, over 2477322.20 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06503, over 24803.16 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.288, pruned_loss=0.05325, over 2429688.46 frames. utt_duration=1248 frames, utt_pad_proportion=0.05614, over 7798.79 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05684, over 2477573.95 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06639, over 26165.43 utterances.], batch size: 85, lr: 2.80e-04
2022-08-29 12:19:25,843 INFO [train.py:927] (5/8) Epoch 14, batch 8100, giga_loss[loss=0.1883, simple_loss=0.2837, pruned_loss=0.04646, over 12420.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04952, over 147.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2898, pruned_loss=0.05532, over 2477327.14 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06842, over 25728.50 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2882, pruned_loss=0.0533, over 2430276.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.0558, over 7805.77 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.29, pruned_loss=0.0558, over 2477631.25 frames. utt_duration=368.1 frames, utt_pad_proportion=0.06943, over 27016.42 utterances.], batch size: 147, lr: 2.80e-04
2022-08-29 12:21:25,606 INFO [train.py:927] (5/8) Epoch 14, batch 8150, giga_loss[loss=0.1864, simple_loss=0.2887, pruned_loss=0.04201, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04378, over 146.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.05478, over 2477980.50 frames. utt_duration=393 frames, utt_pad_proportion=0.06683, over 25303.52 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2882, pruned_loss=0.05324, over 2431082.33 frames. utt_duration=1249 frames, utt_pad_proportion=0.055, over 7797.81 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05523, over 2478320.24 frames. utt_duration=373.3 frames, utt_pad_proportion=0.068, over 26642.20 utterances.], batch size: 146, lr: 2.80e-04
2022-08-29 12:23:28,054 INFO [train.py:927] (5/8) Epoch 14, batch 8200, giga_loss[loss=0.1845, simple_loss=0.2823, pruned_loss=0.04333, over 12431.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03841, over 40.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2914, pruned_loss=0.05359, over 2478245.05 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06859, over 25746.48 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.288, pruned_loss=0.05322, over 2431634.30 frames. utt_duration=1252 frames, utt_pad_proportion=0.05441, over 7776.95 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2916, pruned_loss=0.05397, over 2478648.31 frames. utt_duration=367.7 frames, utt_pad_proportion=0.06962, over 27056.35 utterances.], batch size: 40, lr: 2.80e-04
2022-08-29 12:25:34,948 INFO [train.py:927] (5/8) Epoch 14, batch 8250, giga_loss[loss=0.2522, simple_loss=0.3324, pruned_loss=0.08596, over 12431.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02748, over 122.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2912, pruned_loss=0.05307, over 2477768.54 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06913, over 25531.78 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.288, pruned_loss=0.05331, over 2432690.48 frames. utt_duration=1258 frames, utt_pad_proportion=0.05344, over 7744.90 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2915, pruned_loss=0.0533, over 2478183.30 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07028, over 26992.92 utterances.], batch size: 122, lr: 2.80e-04
2022-08-29 12:27:37,619 INFO [train.py:927] (5/8) Epoch 14, batch 8300, giga_loss[loss=0.2263, simple_loss=0.3072, pruned_loss=0.07271, over 12407.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0347, over 80.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2926, pruned_loss=0.0543, over 2477718.34 frames. utt_duration=389.7 frames, utt_pad_proportion=0.0721, over 25508.23 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2888, pruned_loss=0.05332, over 2434261.83 frames. utt_duration=1261 frames, utt_pad_proportion=0.05219, over 7731.39 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2924, pruned_loss=0.05452, over 2478445.28 frames. utt_duration=362.4 frames, utt_pad_proportion=0.0734, over 27448.02 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:30:03,168 INFO [train.py:927] (5/8) Epoch 14, batch 8350, giga_loss[loss=0.1876, simple_loss=0.2721, pruned_loss=0.0516, over 12448.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03086, over 98.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2919, pruned_loss=0.05414, over 2477708.97 frames. utt_duration=405 frames, utt_pad_proportion=0.06648, over 24543.56 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2884, pruned_loss=0.05307, over 2435431.84 frames. utt_duration=1267 frames, utt_pad_proportion=0.05062, over 7699.63 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2923, pruned_loss=0.05459, over 2478769.18 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06854, over 26760.93 utterances.], batch size: 98, lr: 2.80e-04
2022-08-29 12:32:11,124 INFO [train.py:927] (5/8) Epoch 14, batch 8400, giga_loss[loss=0.1539, simple_loss=0.241, pruned_loss=0.03342, over 12444.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.03719, over 26.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2892, pruned_loss=0.05307, over 2478298.58 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06374, over 24142.98 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2884, pruned_loss=0.05307, over 2435887.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05022, over 7692.66 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2895, pruned_loss=0.05343, over 2479099.73 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06574, over 26049.83 utterances.], batch size: 26, lr: 2.80e-04
2022-08-29 12:34:14,097 INFO [train.py:927] (5/8) Epoch 14, batch 8450, giga_loss[loss=0.1745, simple_loss=0.2686, pruned_loss=0.0402, over 12466.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.0406, over 26.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.29, pruned_loss=0.05356, over 2478864.61 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06229, over 23981.18 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2883, pruned_loss=0.05302, over 2436313.81 frames. utt_duration=1266 frames, utt_pad_proportion=0.05062, over 7709.21 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2903, pruned_loss=0.05388, over 2479671.33 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06394, over 25679.04 utterances.], batch size: 26, lr: 2.80e-04
2022-08-29 12:36:20,203 INFO [train.py:927] (5/8) Epoch 14, batch 8500, libri_loss[loss=0.1903, simple_loss=0.2812, pruned_loss=0.04964, over 12118.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.00641, over 32.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2893, pruned_loss=0.05407, over 2478348.61 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06165, over 23916.55 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2885, pruned_loss=0.05311, over 2436787.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.04974, over 7702.03 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2894, pruned_loss=0.05428, over 2479694.16 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06332, over 25699.27 utterances.], batch size: 32, lr: 2.80e-04
2022-08-29 12:38:25,983 INFO [train.py:927] (5/8) Epoch 14, batch 8550, giga_loss[loss=0.2035, simple_loss=0.3026, pruned_loss=0.05221, over 12473.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.02884, over 122.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2888, pruned_loss=0.05424, over 2478825.41 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06246, over 24394.70 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2881, pruned_loss=0.05285, over 2437575.17 frames. utt_duration=1271 frames, utt_pad_proportion=0.04901, over 7681.15 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2893, pruned_loss=0.05465, over 2479911.86 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06396, over 26111.97 utterances.], batch size: 122, lr: 2.80e-04
2022-08-29 12:40:49,754 INFO [train.py:927] (5/8) Epoch 14, batch 8600, libri_loss[loss=0.1786, simple_loss=0.2654, pruned_loss=0.04588, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007354, over 30.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2896, pruned_loss=0.05434, over 2478001.90 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06423, over 24295.96 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2874, pruned_loss=0.05275, over 2438021.24 frames. utt_duration=1278 frames, utt_pad_proportion=0.0482, over 7640.51 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2906, pruned_loss=0.0548, over 2479386.28 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06563, over 26093.78 utterances.], batch size: 30, lr: 2.80e-04
2022-08-29 12:42:57,725 INFO [train.py:927] (5/8) Epoch 14, batch 8650, giga_loss[loss=0.1911, simple_loss=0.2766, pruned_loss=0.05285, over 12441.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05358, over 2477568.78 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06856, over 24047.51 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2881, pruned_loss=0.05295, over 2439081.84 frames. utt_duration=1249 frames, utt_pad_proportion=0.05686, over 7818.88 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.05379, over 2478990.87 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06712, over 25873.32 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 12:44:52,921 INFO [train.py:927] (5/8) Epoch 14, batch 8700, giga_loss[loss=0.2166, simple_loss=0.3025, pruned_loss=0.06538, over 12421.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03238, over 122.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2848, pruned_loss=0.05284, over 2477265.20 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07469, over 24573.56 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.288, pruned_loss=0.05283, over 2440138.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.0595, over 7865.82 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.285, pruned_loss=0.0531, over 2478832.87 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07256, over 26583.60 utterances.], batch size: 122, lr: 2.80e-04
2022-08-29 12:46:48,302 INFO [train.py:927] (5/8) Epoch 14, batch 8750, giga_loss[loss=0.1748, simple_loss=0.2622, pruned_loss=0.0437, over 12395.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07085, over 212.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2844, pruned_loss=0.05325, over 2477050.87 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07858, over 25028.44 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2876, pruned_loss=0.05283, over 2441769.31 frames. utt_duration=1237 frames, utt_pad_proportion=0.06208, over 7904.19 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2847, pruned_loss=0.05347, over 2478335.51 frames. utt_duration=363.9 frames, utt_pad_proportion=0.07611, over 27332.28 utterances.], batch size: 212, lr: 2.80e-04
2022-08-29 12:48:54,461 INFO [train.py:927] (5/8) Epoch 14, batch 8800, giga_loss[loss=0.1973, simple_loss=0.2824, pruned_loss=0.05612, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03081, over 91.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2835, pruned_loss=0.05226, over 2476460.86 frames. utt_duration=402 frames, utt_pad_proportion=0.07423, over 24713.47 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2876, pruned_loss=0.05294, over 2441982.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06111, over 7884.27 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2837, pruned_loss=0.05234, over 2477918.81 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07288, over 26870.90 utterances.], batch size: 91, lr: 2.80e-04
2022-08-29 12:51:11,522 INFO [train.py:927] (5/8) Epoch 14, batch 8850, libri_loss[loss=0.2189, simple_loss=0.3339, pruned_loss=0.05192, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006378, over 32.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2829, pruned_loss=0.0519, over 2476495.31 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07308, over 24435.41 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.288, pruned_loss=0.05287, over 2442354.87 frames. utt_duration=1246 frames, utt_pad_proportion=0.0601, over 7847.56 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2825, pruned_loss=0.05199, over 2478101.17 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07243, over 26582.45 utterances.], batch size: 32, lr: 2.80e-04
2022-08-29 12:53:10,490 INFO [train.py:927] (5/8) Epoch 14, batch 8900, giga_loss[loss=0.1698, simple_loss=0.2583, pruned_loss=0.04061, over 12346.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2836, pruned_loss=0.0519, over 2476547.84 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06709, over 23269.24 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2885, pruned_loss=0.05289, over 2443389.29 frames. utt_duration=1251 frames, utt_pad_proportion=0.05828, over 7821.14 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2826, pruned_loss=0.05193, over 2478163.77 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06762, over 25640.96 utterances.], batch size: 70, lr: 2.80e-04
2022-08-29 12:55:09,846 INFO [train.py:927] (5/8) Epoch 14, batch 8950, giga_loss[loss=0.1823, simple_loss=0.2894, pruned_loss=0.03761, over 12469.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.283, pruned_loss=0.05179, over 2477143.44 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07105, over 24132.19 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2886, pruned_loss=0.053, over 2444273.15 frames. utt_duration=1240 frames, utt_pad_proportion=0.06205, over 7895.49 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2821, pruned_loss=0.0517, over 2478223.39 frames. utt_duration=378.9 frames, utt_pad_proportion=0.07037, over 26243.83 utterances.], batch size: 75, lr: 2.80e-04
2022-08-29 12:57:14,883 INFO [train.py:927] (5/8) Epoch 14, batch 9000, giga_loss[loss=0.1849, simple_loss=0.2836, pruned_loss=0.04305, over 12413.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06347, over 183.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2851, pruned_loss=0.05191, over 2477458.50 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06951, over 24618.71 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2886, pruned_loss=0.053, over 2444273.15 frames. utt_duration=1240 frames, utt_pad_proportion=0.06205, over 7895.49 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05185, over 2478299.04 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06907, over 26262.23 utterances.], batch size: 183, lr: 2.80e-04
2022-08-29 12:57:14,884 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 12:57:29,107 INFO [train.py:967] (5/8) 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 12:59:33,312 INFO [train.py:927] (5/8) Epoch 14, batch 9050, giga_loss[loss=0.2079, simple_loss=0.293, pruned_loss=0.06142, over 12388.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09791, over 256.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2856, pruned_loss=0.05208, over 2477219.51 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06543, over 23873.23 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2883, pruned_loss=0.05297, over 2445342.41 frames. utt_duration=1249 frames, utt_pad_proportion=0.06027, over 7840.55 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2852, pruned_loss=0.05202, over 2478094.88 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06586, over 25833.80 utterances.], batch size: 256, lr: 2.80e-04
2022-08-29 13:01:36,358 INFO [train.py:927] (5/8) Epoch 14, batch 9100, giga_loss[loss=0.1974, simple_loss=0.2849, pruned_loss=0.05491, over 12440.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.0564, over 182.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.05097, over 2477556.00 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06317, over 23615.65 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.288, pruned_loss=0.05288, over 2445467.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.05983, over 7826.18 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.05099, over 2478425.57 frames. utt_duration=392.7 frames, utt_pad_proportion=0.0638, over 25323.83 utterances.], batch size: 182, lr: 2.79e-04
2022-08-29 13:03:29,479 INFO [train.py:927] (5/8) Epoch 14, batch 9150, giga_loss[loss=0.1941, simple_loss=0.2844, pruned_loss=0.05192, over 12443.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0374, over 133.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2822, pruned_loss=0.05051, over 2477413.71 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06582, over 23559.01 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2881, pruned_loss=0.05285, over 2446046.13 frames. utt_duration=1242 frames, utt_pad_proportion=0.06264, over 7886.93 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.282, pruned_loss=0.05051, over 2478282.66 frames. utt_duration=394.4 frames, utt_pad_proportion=0.0655, over 25210.09 utterances.], batch size: 133, lr: 2.79e-04
2022-08-29 13:05:33,562 INFO [train.py:927] (5/8) Epoch 14, batch 9200, giga_loss[loss=0.1636, simple_loss=0.2601, pruned_loss=0.03355, over 12351.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03247, over 62.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05192, over 2477357.58 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07024, over 24951.83 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2877, pruned_loss=0.0526, over 2446515.51 frames. utt_duration=1246 frames, utt_pad_proportion=0.06183, over 7861.39 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2841, pruned_loss=0.05209, over 2478163.28 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06996, over 26552.93 utterances.], batch size: 62, lr: 2.79e-04
2022-08-29 13:07:27,052 INFO [train.py:927] (5/8) Epoch 14, batch 9250, giga_loss[loss=0.1965, simple_loss=0.2951, pruned_loss=0.04891, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05275, over 2477798.41 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06611, over 23909.92 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.288, pruned_loss=0.05269, over 2447663.32 frames. utt_duration=1248 frames, utt_pad_proportion=0.05999, over 7851.93 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2857, pruned_loss=0.05279, over 2478647.77 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06672, over 25867.46 utterances.], batch size: 146, lr: 2.79e-04
2022-08-29 13:09:33,566 INFO [train.py:927] (5/8) Epoch 14, batch 9300, giga_loss[loss=0.2006, simple_loss=0.2924, pruned_loss=0.05445, over 12454.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03337, over 105.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2877, pruned_loss=0.05302, over 2478011.02 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06552, over 23590.20 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2882, pruned_loss=0.0528, over 2448121.40 frames. utt_duration=1246 frames, utt_pad_proportion=0.05985, over 7871.71 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2872, pruned_loss=0.05296, over 2478802.35 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06611, over 25397.62 utterances.], batch size: 105, lr: 2.79e-04
2022-08-29 13:11:40,689 INFO [train.py:927] (5/8) Epoch 14, batch 9350, giga_loss[loss=0.1924, simple_loss=0.2761, pruned_loss=0.05435, over 12416.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05116, over 161.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2867, pruned_loss=0.05267, over 2477892.43 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06266, over 22830.67 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2884, pruned_loss=0.05292, over 2448742.48 frames. utt_duration=1237 frames, utt_pad_proportion=0.06246, over 7926.82 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05253, over 2478783.35 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06267, over 24657.59 utterances.], batch size: 161, lr: 2.79e-04
2022-08-29 13:13:42,161 INFO [train.py:927] (5/8) Epoch 14, batch 9400, giga_loss[loss=0.1799, simple_loss=0.2623, pruned_loss=0.04877, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02682, over 48.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2862, pruned_loss=0.05285, over 2478372.15 frames. utt_duration=426.5 frames, utt_pad_proportion=0.0638, over 23310.58 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2883, pruned_loss=0.05284, over 2449041.07 frames. utt_duration=1239 frames, utt_pad_proportion=0.06172, over 7913.96 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05281, over 2479213.54 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06397, over 24974.11 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 13:15:41,780 INFO [train.py:927] (5/8) Epoch 14, batch 9450, giga_loss[loss=0.1664, simple_loss=0.253, pruned_loss=0.0399, over 12420.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.02646, over 37.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2842, pruned_loss=0.05226, over 2478517.16 frames. utt_duration=447 frames, utt_pad_proportion=0.06004, over 22240.44 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2875, pruned_loss=0.0526, over 2450258.99 frames. utt_duration=1246 frames, utt_pad_proportion=0.05995, over 7876.09 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2844, pruned_loss=0.05244, over 2479381.85 frames. utt_duration=409.3 frames, utt_pad_proportion=0.061, over 24301.64 utterances.], batch size: 37, lr: 2.79e-04
2022-08-29 13:17:40,327 INFO [train.py:927] (5/8) Epoch 14, batch 9500, giga_loss[loss=0.1807, simple_loss=0.2739, pruned_loss=0.04378, over 12428.00 frames. utt_duration=275.9 frames, utt_pad_proportion=0.05187, over 181.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2845, pruned_loss=0.0517, over 2478206.87 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06017, over 22667.49 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2873, pruned_loss=0.05243, over 2450623.26 frames. utt_duration=1247 frames, utt_pad_proportion=0.05915, over 7870.66 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05198, over 2479067.30 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06114, over 24564.07 utterances.], batch size: 181, lr: 2.79e-04
2022-08-29 13:19:32,982 INFO [train.py:927] (5/8) Epoch 14, batch 9550, giga_loss[loss=0.2008, simple_loss=0.294, pruned_loss=0.05377, over 12369.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02868, over 91.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2869, pruned_loss=0.05168, over 2478636.87 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06132, over 23540.91 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2874, pruned_loss=0.05246, over 2450990.88 frames. utt_duration=1249 frames, utt_pad_proportion=0.05869, over 7859.96 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.287, pruned_loss=0.05186, over 2479232.36 frames. utt_duration=395 frames, utt_pad_proportion=0.06213, over 25183.37 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 13:21:42,966 INFO [train.py:927] (5/8) Epoch 14, batch 9600, giga_loss[loss=0.1874, simple_loss=0.2864, pruned_loss=0.04417, over 12402.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04875, over 161.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2865, pruned_loss=0.05118, over 2478703.58 frames. utt_duration=424 frames, utt_pad_proportion=0.06054, over 23451.01 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2872, pruned_loss=0.05236, over 2451641.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.05781, over 7839.94 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2869, pruned_loss=0.0514, over 2479100.28 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06151, over 25045.44 utterances.], batch size: 161, lr: 2.79e-04
2022-08-29 13:23:54,369 INFO [train.py:927] (5/8) Epoch 14, batch 9650, giga_loss[loss=0.1803, simple_loss=0.2818, pruned_loss=0.03937, over 12314.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03324, over 70.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2861, pruned_loss=0.05045, over 2478411.18 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06082, over 23492.14 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.287, pruned_loss=0.05228, over 2451992.94 frames. utt_duration=1255 frames, utt_pad_proportion=0.05698, over 7822.23 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2865, pruned_loss=0.05067, over 2478886.91 frames. utt_duration=397 frames, utt_pad_proportion=0.06182, over 25049.84 utterances.], batch size: 70, lr: 2.79e-04
2022-08-29 13:26:09,712 INFO [train.py:927] (5/8) Epoch 14, batch 9700, giga_loss[loss=0.2059, simple_loss=0.2898, pruned_loss=0.06098, over 12407.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1741, over 356.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.288, pruned_loss=0.05183, over 2477813.04 frames. utt_duration=413.7 frames, utt_pad_proportion=0.0669, over 24026.47 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2869, pruned_loss=0.05238, over 2452285.82 frames. utt_duration=1248 frames, utt_pad_proportion=0.06054, over 7868.20 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2883, pruned_loss=0.05186, over 2478521.77 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06633, over 25579.39 utterances.], batch size: 356, lr: 2.79e-04
2022-08-29 13:28:27,177 INFO [train.py:927] (5/8) Epoch 14, batch 9750, giga_loss[loss=0.2069, simple_loss=0.2943, pruned_loss=0.05972, over 12357.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03976, over 113.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2881, pruned_loss=0.05158, over 2477897.31 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06446, over 23263.56 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.287, pruned_loss=0.05234, over 2452489.95 frames. utt_duration=1251 frames, utt_pad_proportion=0.0596, over 7853.98 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2884, pruned_loss=0.05163, over 2478769.63 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06443, over 24811.22 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 13:30:35,626 INFO [train.py:927] (5/8) Epoch 14, batch 9800, giga_loss[loss=0.1785, simple_loss=0.2719, pruned_loss=0.0425, over 12403.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.03762, over 161.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2863, pruned_loss=0.05072, over 2478371.92 frames. utt_duration=437.2 frames, utt_pad_proportion=0.06229, over 22733.03 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2866, pruned_loss=0.05212, over 2452857.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05908, over 7843.71 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2869, pruned_loss=0.05094, over 2479410.90 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0626, over 24403.50 utterances.], batch size: 161, lr: 2.79e-04
2022-08-29 13:32:35,812 INFO [train.py:927] (5/8) Epoch 14, batch 9850, giga_loss[loss=0.2081, simple_loss=0.2946, pruned_loss=0.06076, over 12384.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1019, over 257.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2864, pruned_loss=0.05094, over 2477807.92 frames. utt_duration=426 frames, utt_pad_proportion=0.06454, over 23332.08 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2865, pruned_loss=0.05201, over 2453414.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.05829, over 7836.83 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2869, pruned_loss=0.0512, over 2478596.33 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06487, over 24926.06 utterances.], batch size: 257, lr: 2.79e-04
2022-08-29 13:34:32,118 INFO [train.py:927] (5/8) Epoch 14, batch 9900, giga_loss[loss=0.1778, simple_loss=0.2757, pruned_loss=0.03995, over 12331.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02823, over 74.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2877, pruned_loss=0.05166, over 2477625.69 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06629, over 23756.08 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2862, pruned_loss=0.05181, over 2453911.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.05735, over 7814.04 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2884, pruned_loss=0.05202, over 2478344.12 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06675, over 25375.46 utterances.], batch size: 74, lr: 2.79e-04
2022-08-29 13:36:27,872 INFO [train.py:927] (5/8) Epoch 14, batch 9950, libri_loss[loss=0.1791, simple_loss=0.2625, pruned_loss=0.04784, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006202, over 32.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2856, pruned_loss=0.05108, over 2477668.35 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06456, over 24045.47 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2857, pruned_loss=0.05159, over 2454175.70 frames. utt_duration=1264 frames, utt_pad_proportion=0.05638, over 7777.07 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2866, pruned_loss=0.05153, over 2478500.92 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06532, over 25711.59 utterances.], batch size: 32, lr: 2.79e-04
2022-08-29 13:38:11,562 INFO [train.py:927] (5/8) Epoch 14, batch 10000, giga_loss[loss=0.2057, simple_loss=0.3035, pruned_loss=0.05392, over 12366.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2895, pruned_loss=0.05359, over 2477479.42 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06622, over 24282.05 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.286, pruned_loss=0.05174, over 2454352.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.05957, over 7847.06 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2901, pruned_loss=0.05382, over 2478301.00 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06588, over 25767.11 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 13:39:53,270 INFO [train.py:927] (5/8) Epoch 14, batch 10050, giga_loss[loss=0.2139, simple_loss=0.2958, pruned_loss=0.06594, over 12427.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2954, pruned_loss=0.05707, over 2476841.74 frames. utt_duration=426.4 frames, utt_pad_proportion=0.0651, over 23304.42 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2861, pruned_loss=0.05179, over 2454515.44 frames. utt_duration=1252 frames, utt_pad_proportion=0.05942, over 7853.82 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2958, pruned_loss=0.05723, over 2477435.36 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06494, over 24535.30 utterances.], batch size: 184, lr: 2.79e-04
2022-08-29 13:41:37,063 INFO [train.py:927] (5/8) Epoch 14, batch 10100, giga_loss[loss=0.15, simple_loss=0.2358, pruned_loss=0.03207, over 12374.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.02667, over 62.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2898, pruned_loss=0.05541, over 2476179.26 frames. utt_duration=444.3 frames, utt_pad_proportion=0.06437, over 22360.23 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2863, pruned_loss=0.05188, over 2454634.55 frames. utt_duration=1252 frames, utt_pad_proportion=0.0591, over 7851.94 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2901, pruned_loss=0.05552, over 2476840.97 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06441, over 23537.30 utterances.], batch size: 62, lr: 2.79e-04
2022-08-29 13:43:20,813 INFO [train.py:927] (5/8) Epoch 14, batch 10150, giga_loss[loss=0.166, simple_loss=0.2464, pruned_loss=0.04281, over 12408.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06831, over 211.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2827, pruned_loss=0.053, over 2476067.87 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06359, over 21578.01 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2866, pruned_loss=0.05193, over 2454935.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.0593, over 7879.81 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2827, pruned_loss=0.05308, over 2476715.62 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0636, over 22731.60 utterances.], batch size: 211, lr: 2.79e-04
2022-08-29 13:45:03,041 INFO [train.py:927] (5/8) Epoch 14, batch 10200, giga_loss[loss=0.1596, simple_loss=0.2412, pruned_loss=0.03904, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03297, over 42.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.2755, pruned_loss=0.05054, over 2475609.34 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06105, over 20378.85 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2868, pruned_loss=0.05203, over 2455627.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.05875, over 7891.65 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.275, pruned_loss=0.05051, over 2475968.75 frames. utt_duration=460.1 frames, utt_pad_proportion=0.06139, over 21587.65 utterances.], batch size: 42, lr: 2.79e-04
2022-08-29 13:46:45,775 INFO [train.py:927] (5/8) Epoch 14, batch 10250, giga_loss[loss=0.1833, simple_loss=0.2671, pruned_loss=0.0498, over 12419.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03474, over 113.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2709, pruned_loss=0.04894, over 2474768.06 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05916, over 19422.71 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2868, pruned_loss=0.05201, over 2456157.78 frames. utt_duration=1249 frames, utt_pad_proportion=0.05726, over 7872.79 utterances.], giga_tot_loss[loss=0.184, simple_loss=0.2702, pruned_loss=0.04888, over 2475171.05 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06006, over 20787.78 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 13:48:29,254 INFO [train.py:927] (5/8) Epoch 14, batch 10300, giga_loss[loss=0.1716, simple_loss=0.2528, pruned_loss=0.04521, over 12345.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03057, over 51.00 utterances.], tot_loss[loss=0.181, simple_loss=0.2669, pruned_loss=0.04752, over 2474511.77 frames. utt_duration=516.3 frames, utt_pad_proportion=0.0595, over 19223.78 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2869, pruned_loss=0.0521, over 2456524.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.05669, over 7882.58 utterances.], giga_tot_loss[loss=0.1802, simple_loss=0.2658, pruned_loss=0.04727, over 2475003.16 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06045, over 20629.78 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 13:50:09,182 INFO [train.py:927] (5/8) Epoch 14, batch 10350, giga_loss[loss=0.1601, simple_loss=0.2346, pruned_loss=0.04281, over 12350.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.1772, simple_loss=0.2626, pruned_loss=0.0459, over 2474162.24 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06239, over 18774.84 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2868, pruned_loss=0.05196, over 2456694.94 frames. utt_duration=1251 frames, utt_pad_proportion=0.05566, over 7864.64 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2612, pruned_loss=0.04571, over 2474812.24 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06334, over 20157.89 utterances.], batch size: 363, lr: 2.79e-04
2022-08-29 13:51:51,864 INFO [train.py:927] (5/8) Epoch 14, batch 10400, giga_loss[loss=0.1563, simple_loss=0.2427, pruned_loss=0.03493, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02992, over 48.00 utterances.], tot_loss[loss=0.1742, simple_loss=0.2593, pruned_loss=0.04461, over 2474580.11 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06345, over 18815.77 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2868, pruned_loss=0.05206, over 2457123.52 frames. utt_duration=1244 frames, utt_pad_proportion=0.059, over 7911.91 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2573, pruned_loss=0.04414, over 2475255.15 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06291, over 20233.40 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 13:53:34,620 INFO [train.py:927] (5/8) Epoch 14, batch 10450, giga_loss[loss=0.215, simple_loss=0.2954, pruned_loss=0.06734, over 12373.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.1714, simple_loss=0.2555, pruned_loss=0.04362, over 2474422.39 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06396, over 18889.41 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2867, pruned_loss=0.05202, over 2457044.50 frames. utt_duration=1245 frames, utt_pad_proportion=0.05853, over 7903.82 utterances.], giga_tot_loss[loss=0.1701, simple_loss=0.2538, pruned_loss=0.04322, over 2475173.34 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06368, over 20104.81 utterances.], batch size: 257, lr: 2.79e-04
2022-08-29 13:55:17,657 INFO [train.py:927] (5/8) Epoch 14, batch 10500, giga_loss[loss=0.2372, simple_loss=0.3226, pruned_loss=0.07587, over 12425.00 frames. utt_duration=754.5 frames, utt_pad_proportion=0.02387, over 66.00 utterances.], tot_loss[loss=0.1809, simple_loss=0.2648, pruned_loss=0.0485, over 2475086.67 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06827, over 19766.24 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2865, pruned_loss=0.05193, over 2457280.05 frames. utt_duration=1248 frames, utt_pad_proportion=0.05805, over 7888.27 utterances.], giga_tot_loss[loss=0.1798, simple_loss=0.2633, pruned_loss=0.04816, over 2475698.44 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06802, over 20876.32 utterances.], batch size: 66, lr: 2.79e-04
2022-08-29 13:57:00,424 INFO [train.py:927] (5/8) Epoch 14, batch 10550, giga_loss[loss=0.1881, simple_loss=0.2874, pruned_loss=0.04443, over 12377.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03302, over 122.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2744, pruned_loss=0.05205, over 2474840.78 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06513, over 19114.23 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.287, pruned_loss=0.05227, over 2457962.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.06158, over 7957.92 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2723, pruned_loss=0.05147, over 2475113.63 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06408, over 20200.70 utterances.], batch size: 122, lr: 2.79e-04
2022-08-29 13:58:42,236 INFO [train.py:927] (5/8) Epoch 14, batch 10600, giga_loss[loss=0.2066, simple_loss=0.3083, pruned_loss=0.05241, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04065, over 114.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2795, pruned_loss=0.05345, over 2475235.00 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06139, over 18525.77 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2877, pruned_loss=0.0527, over 2458121.33 frames. utt_duration=1234 frames, utt_pad_proportion=0.06126, over 7977.49 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2772, pruned_loss=0.05262, over 2475606.42 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06083, over 19558.68 utterances.], batch size: 114, lr: 2.79e-04
2022-08-29 14:00:23,283 INFO [train.py:927] (5/8) Epoch 14, batch 10650, giga_loss[loss=0.2362, simple_loss=0.3266, pruned_loss=0.0729, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.0308, over 75.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2837, pruned_loss=0.05546, over 2475743.65 frames. utt_duration=550.6 frames, utt_pad_proportion=0.05813, over 18033.89 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2878, pruned_loss=0.05277, over 2458176.87 frames. utt_duration=1236 frames, utt_pad_proportion=0.06054, over 7967.92 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2816, pruned_loss=0.05478, over 2476220.47 frames. utt_duration=522.7 frames, utt_pad_proportion=0.05811, over 19003.95 utterances.], batch size: 75, lr: 2.79e-04
2022-08-29 14:02:07,026 INFO [train.py:927] (5/8) Epoch 14, batch 10700, giga_loss[loss=0.199, simple_loss=0.2927, pruned_loss=0.05261, over 12383.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02577, over 66.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2871, pruned_loss=0.05694, over 2474211.82 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06071, over 17762.42 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2874, pruned_loss=0.05263, over 2458087.82 frames. utt_duration=1240 frames, utt_pad_proportion=0.05965, over 7940.74 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2858, pruned_loss=0.05659, over 2474972.00 frames. utt_duration=529.8 frames, utt_pad_proportion=0.0609, over 18738.94 utterances.], batch size: 66, lr: 2.79e-04
2022-08-29 14:03:49,331 INFO [train.py:927] (5/8) Epoch 14, batch 10750, giga_loss[loss=0.2059, simple_loss=0.2994, pruned_loss=0.05616, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02427, over 48.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2892, pruned_loss=0.05704, over 2474873.15 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05628, over 17014.71 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2866, pruned_loss=0.05238, over 2458729.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.05771, over 7887.48 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.289, pruned_loss=0.05719, over 2475542.61 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05744, over 18258.86 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 14:05:31,958 INFO [train.py:927] (5/8) Epoch 14, batch 10800, giga_loss[loss=0.264, simple_loss=0.3422, pruned_loss=0.09296, over 12374.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07064, over 211.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.05808, over 2474459.67 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05715, over 17116.19 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2867, pruned_loss=0.05252, over 2458971.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.05676, over 7888.82 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2923, pruned_loss=0.05821, over 2475214.60 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05842, over 18363.66 utterances.], batch size: 211, lr: 2.79e-04
2022-08-29 14:07:13,518 INFO [train.py:927] (5/8) Epoch 14, batch 10850, giga_loss[loss=0.2337, simple_loss=0.3083, pruned_loss=0.07951, over 12378.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.0574, over 2474543.33 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05427, over 16113.74 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2863, pruned_loss=0.05234, over 2459237.97 frames. utt_duration=1252 frames, utt_pad_proportion=0.05542, over 7865.69 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05785, over 2475453.20 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05609, over 17453.31 utterances.], batch size: 259, lr: 2.79e-04
2022-08-29 14:08:58,559 INFO [train.py:927] (5/8) Epoch 14, batch 10900, giga_loss[loss=0.2047, simple_loss=0.2897, pruned_loss=0.05987, over 12332.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04676, over 26.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05827, over 2473369.98 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05513, over 15579.10 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2861, pruned_loss=0.05245, over 2459833.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.0579, over 7896.94 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2947, pruned_loss=0.05869, over 2474021.95 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05555, over 16885.29 utterances.], batch size: 26, lr: 2.79e-04
2022-08-29 14:10:42,347 INFO [train.py:927] (5/8) Epoch 14, batch 10950, libri_loss[loss=0.2219, simple_loss=0.3143, pruned_loss=0.06476, over 12461.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03361, over 46.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.0608, over 2474270.67 frames. utt_duration=638.9 frames, utt_pad_proportion=0.05235, over 15528.28 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.0527, over 2460202.22 frames. utt_duration=1244 frames, utt_pad_proportion=0.05802, over 7920.79 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06105, over 2474703.69 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05277, over 16685.13 utterances.], batch size: 46, lr: 2.79e-04
2022-08-29 14:12:25,719 INFO [train.py:927] (5/8) Epoch 14, batch 11000, giga_loss[loss=0.1813, simple_loss=0.2729, pruned_loss=0.04487, over 12320.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04827, over 26.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2959, pruned_loss=0.06155, over 2473215.35 frames. utt_duration=637.3 frames, utt_pad_proportion=0.05449, over 15559.68 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.05267, over 2460374.13 frames. utt_duration=1243 frames, utt_pad_proportion=0.05717, over 7926.80 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2965, pruned_loss=0.06206, over 2473840.90 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05504, over 16744.76 utterances.], batch size: 26, lr: 2.79e-04
2022-08-29 14:14:08,047 INFO [train.py:927] (5/8) Epoch 14, batch 11050, giga_loss[loss=0.1863, simple_loss=0.2779, pruned_loss=0.04735, over 12243.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02945, over 42.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2952, pruned_loss=0.0614, over 2473248.90 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05788, over 16141.95 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05285, over 2461057.64 frames. utt_duration=1240 frames, utt_pad_proportion=0.05675, over 7951.64 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2956, pruned_loss=0.06188, over 2473473.16 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05828, over 17287.48 utterances.], batch size: 42, lr: 2.79e-04
2022-08-29 14:15:51,226 INFO [train.py:927] (5/8) Epoch 14, batch 11100, giga_loss[loss=0.1639, simple_loss=0.252, pruned_loss=0.03789, over 12405.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04307, over 26.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2944, pruned_loss=0.06119, over 2472731.83 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06477, over 17167.04 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2868, pruned_loss=0.05278, over 2461327.43 frames. utt_duration=1230 frames, utt_pad_proportion=0.05999, over 8015.07 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.06196, over 2473099.56 frames. utt_duration=540 frames, utt_pad_proportion=0.06337, over 18369.32 utterances.], batch size: 26, lr: 2.79e-04
2022-08-29 14:17:35,863 INFO [train.py:927] (5/8) Epoch 14, batch 11150, giga_loss[loss=0.1778, simple_loss=0.2587, pruned_loss=0.04845, over 12330.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03433, over 51.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2901, pruned_loss=0.05961, over 2473111.63 frames. utt_duration=561.6 frames, utt_pad_proportion=0.0673, over 17661.46 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2868, pruned_loss=0.05279, over 2461460.79 frames. utt_duration=1230 frames, utt_pad_proportion=0.05976, over 8015.00 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2906, pruned_loss=0.06024, over 2473325.38 frames. utt_duration=532 frames, utt_pad_proportion=0.06621, over 18649.93 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 14:19:20,727 INFO [train.py:927] (5/8) Epoch 14, batch 11200, giga_loss[loss=0.2087, simple_loss=0.2916, pruned_loss=0.0629, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03312, over 43.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2871, pruned_loss=0.05837, over 2473781.45 frames. utt_duration=541.4 frames, utt_pad_proportion=0.068, over 18327.37 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05278, over 2461485.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.05893, over 7991.91 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2876, pruned_loss=0.05901, over 2474187.05 frames. utt_duration=513 frames, utt_pad_proportion=0.06745, over 19348.32 utterances.], batch size: 43, lr: 2.79e-04
2022-08-29 14:21:01,996 INFO [train.py:927] (5/8) Epoch 14, batch 11250, giga_loss[loss=0.2055, simple_loss=0.2894, pruned_loss=0.06082, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2866, pruned_loss=0.05819, over 2473938.73 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06666, over 18408.91 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2864, pruned_loss=0.05271, over 2461616.86 frames. utt_duration=1236 frames, utt_pad_proportion=0.05814, over 7979.03 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2872, pruned_loss=0.05896, over 2474602.78 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06669, over 19629.15 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 14:22:42,037 INFO [train.py:927] (5/8) Epoch 14, batch 11300, giga_loss[loss=0.2114, simple_loss=0.2857, pruned_loss=0.06852, over 12400.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03332, over 80.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2852, pruned_loss=0.05809, over 2473304.30 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06725, over 18781.24 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2865, pruned_loss=0.05277, over 2462055.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.05789, over 7991.17 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2857, pruned_loss=0.05877, over 2473718.32 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06739, over 19962.71 utterances.], batch size: 80, lr: 2.79e-04
2022-08-29 14:24:23,929 INFO [train.py:927] (5/8) Epoch 14, batch 11350, giga_loss[loss=0.1905, simple_loss=0.2637, pruned_loss=0.05869, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02622, over 45.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.282, pruned_loss=0.05652, over 2473657.07 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06144, over 17799.29 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2862, pruned_loss=0.05262, over 2462102.84 frames. utt_duration=1238 frames, utt_pad_proportion=0.05737, over 7965.46 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2826, pruned_loss=0.05724, over 2474086.38 frames. utt_duration=525.5 frames, utt_pad_proportion=0.0621, over 18886.07 utterances.], batch size: 45, lr: 2.79e-04
2022-08-29 14:26:06,201 INFO [train.py:927] (5/8) Epoch 14, batch 11400, libri_loss[loss=0.2088, simple_loss=0.2835, pruned_loss=0.06703, over 12165.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00699, over 33.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2792, pruned_loss=0.05582, over 2473102.07 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06355, over 17472.00 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2864, pruned_loss=0.05282, over 2462258.49 frames. utt_duration=1236 frames, utt_pad_proportion=0.05742, over 7977.20 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2793, pruned_loss=0.05629, over 2473557.09 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06405, over 18551.23 utterances.], batch size: 33, lr: 2.79e-04
2022-08-29 14:27:46,589 INFO [train.py:927] (5/8) Epoch 14, batch 11450, giga_loss[loss=0.1845, simple_loss=0.2656, pruned_loss=0.05165, over 12444.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04359, over 134.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2766, pruned_loss=0.05478, over 2473746.70 frames. utt_duration=572.9 frames, utt_pad_proportion=0.0615, over 17318.01 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2862, pruned_loss=0.05275, over 2462552.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.05596, over 7935.65 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2766, pruned_loss=0.05529, over 2474209.34 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06266, over 18526.65 utterances.], batch size: 134, lr: 2.79e-04
2022-08-29 14:29:29,134 INFO [train.py:927] (5/8) Epoch 14, batch 11500, libri_loss[loss=0.2234, simple_loss=0.3131, pruned_loss=0.06685, over 12456.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01417, over 40.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.275, pruned_loss=0.05415, over 2473257.27 frames. utt_duration=588.7 frames, utt_pad_proportion=0.0606, over 16847.60 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05292, over 2462835.03 frames. utt_duration=1233 frames, utt_pad_proportion=0.05931, over 8000.22 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2745, pruned_loss=0.05445, over 2473650.79 frames. utt_duration=551.1 frames, utt_pad_proportion=0.0603, over 18002.03 utterances.], batch size: 40, lr: 2.79e-04
2022-08-29 14:31:16,092 INFO [train.py:927] (5/8) Epoch 14, batch 11550, libri_loss[loss=0.1989, simple_loss=0.2876, pruned_loss=0.05508, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00559, over 34.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2769, pruned_loss=0.0555, over 2472881.59 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06189, over 17132.27 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05306, over 2463071.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.05881, over 7997.27 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2761, pruned_loss=0.05567, over 2473249.95 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06178, over 18307.45 utterances.], batch size: 34, lr: 2.79e-04
2022-08-29 14:33:00,774 INFO [train.py:927] (5/8) Epoch 14, batch 11600, giga_loss[loss=0.2578, simple_loss=0.3371, pruned_loss=0.08926, over 12365.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 182.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2816, pruned_loss=0.05809, over 2473307.50 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06318, over 17331.34 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05301, over 2463024.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.05823, over 7981.46 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2809, pruned_loss=0.05829, over 2473755.66 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06324, over 18385.38 utterances.], batch size: 182, lr: 2.78e-04
2022-08-29 14:34:46,982 INFO [train.py:927] (5/8) Epoch 14, batch 11650, giga_loss[loss=0.2549, simple_loss=0.3405, pruned_loss=0.0846, over 12270.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02974, over 45.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2863, pruned_loss=0.06032, over 2473555.73 frames. utt_duration=551.2 frames, utt_pad_proportion=0.07034, over 17998.05 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2859, pruned_loss=0.05271, over 2463311.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.05747, over 7942.12 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2862, pruned_loss=0.06084, over 2473842.04 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07038, over 19041.97 utterances.], batch size: 45, lr: 2.78e-04
2022-08-29 14:36:30,486 INFO [train.py:927] (5/8) Epoch 14, batch 11700, giga_loss[loss=0.3215, simple_loss=0.3762, pruned_loss=0.1334, over 12387.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2923, pruned_loss=0.06224, over 2473138.57 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06724, over 18309.06 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.286, pruned_loss=0.05267, over 2463080.52 frames. utt_duration=1241 frames, utt_pad_proportion=0.05682, over 7949.37 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2922, pruned_loss=0.06288, over 2473803.56 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06778, over 19369.39 utterances.], batch size: 259, lr: 2.78e-04
2022-08-29 14:38:14,446 INFO [train.py:927] (5/8) Epoch 14, batch 11750, giga_loss[loss=0.2014, simple_loss=0.2947, pruned_loss=0.05409, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.293, pruned_loss=0.06121, over 2473610.51 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06299, over 18320.84 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2858, pruned_loss=0.05263, over 2463347.03 frames. utt_duration=1241 frames, utt_pad_proportion=0.05625, over 7947.10 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2932, pruned_loss=0.06188, over 2474040.73 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06387, over 19292.53 utterances.], batch size: 98, lr: 2.78e-04
2022-08-29 14:39:58,342 INFO [train.py:927] (5/8) Epoch 14, batch 11800, giga_loss[loss=0.1721, simple_loss=0.2752, pruned_loss=0.03445, over 12378.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03124, over 62.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2927, pruned_loss=0.06009, over 2473666.50 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06315, over 18568.65 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05292, over 2463360.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.05951, over 8013.96 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2926, pruned_loss=0.06046, over 2474126.61 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06266, over 19409.83 utterances.], batch size: 62, lr: 2.78e-04
2022-08-29 14:41:43,483 INFO [train.py:927] (5/8) Epoch 14, batch 11850, giga_loss[loss=0.2044, simple_loss=0.2867, pruned_loss=0.06108, over 12434.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.04216, over 26.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2956, pruned_loss=0.06106, over 2474367.64 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06461, over 18647.34 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.287, pruned_loss=0.05299, over 2463371.90 frames. utt_duration=1230 frames, utt_pad_proportion=0.05913, over 8022.50 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2949, pruned_loss=0.06147, over 2474995.45 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06438, over 19564.97 utterances.], batch size: 26, lr: 2.78e-04
2022-08-29 14:43:36,192 INFO [train.py:927] (5/8) Epoch 14, batch 11900, giga_loss[loss=0.1973, simple_loss=0.2781, pruned_loss=0.05824, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04786, over 31.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2969, pruned_loss=0.06231, over 2473443.12 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05984, over 17928.87 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2867, pruned_loss=0.05288, over 2463362.91 frames. utt_duration=1232 frames, utt_pad_proportion=0.05855, over 8006.07 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2969, pruned_loss=0.06291, over 2474147.13 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06011, over 18865.37 utterances.], batch size: 31, lr: 2.78e-04
2022-08-29 14:45:20,153 INFO [train.py:927] (5/8) Epoch 14, batch 11950, giga_loss[loss=0.2178, simple_loss=0.3092, pruned_loss=0.06323, over 12465.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02956, over 55.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2974, pruned_loss=0.06295, over 2472896.39 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05656, over 17472.99 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2862, pruned_loss=0.0527, over 2463132.28 frames. utt_duration=1237 frames, utt_pad_proportion=0.0577, over 7976.29 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2981, pruned_loss=0.06388, over 2473960.72 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05728, over 18525.39 utterances.], batch size: 55, lr: 2.78e-04
2022-08-29 14:47:04,324 INFO [train.py:927] (5/8) Epoch 14, batch 12000, giga_loss[loss=0.2075, simple_loss=0.2928, pruned_loss=0.06114, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03144, over 51.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2996, pruned_loss=0.06426, over 2472398.55 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05815, over 17686.92 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2863, pruned_loss=0.05274, over 2463127.15 frames. utt_duration=1237 frames, utt_pad_proportion=0.05712, over 7972.64 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3003, pruned_loss=0.06509, over 2473368.76 frames. utt_duration=532.2 frames, utt_pad_proportion=0.05884, over 18640.41 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 14:47:04,325 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 14:47:18,756 INFO [train.py:967] (5/8) 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 14:49:01,219 INFO [train.py:927] (5/8) Epoch 14, batch 12050, giga_loss[loss=0.243, simple_loss=0.3195, pruned_loss=0.08323, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04316, over 34.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3018, pruned_loss=0.06517, over 2472562.01 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05503, over 17267.04 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2866, pruned_loss=0.05302, over 2463261.32 frames. utt_duration=1240 frames, utt_pad_proportion=0.05623, over 7955.33 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3024, pruned_loss=0.06579, over 2473353.05 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05607, over 18205.83 utterances.], batch size: 34, lr: 2.78e-04
2022-08-29 14:50:42,017 INFO [train.py:927] (5/8) Epoch 14, batch 12100, giga_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06293, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3012, pruned_loss=0.06562, over 2472557.45 frames. utt_duration=548 frames, utt_pad_proportion=0.06214, over 18098.53 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2866, pruned_loss=0.05308, over 2463613.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.05533, over 7930.61 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3019, pruned_loss=0.06633, over 2473082.75 frames. utt_duration=519.6 frames, utt_pad_proportion=0.063, over 19092.96 utterances.], batch size: 58, lr: 2.78e-04
2022-08-29 14:52:26,365 INFO [train.py:927] (5/8) Epoch 14, batch 12150, giga_loss[loss=0.2066, simple_loss=0.296, pruned_loss=0.05861, over 12375.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2997, pruned_loss=0.06501, over 2472353.93 frames. utt_duration=588.1 frames, utt_pad_proportion=0.05716, over 16859.52 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2862, pruned_loss=0.05296, over 2463472.92 frames. utt_duration=1250 frames, utt_pad_proportion=0.05437, over 7891.69 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.301, pruned_loss=0.06597, over 2473098.68 frames. utt_duration=554 frames, utt_pad_proportion=0.05857, over 17903.55 utterances.], batch size: 66, lr: 2.78e-04
2022-08-29 14:54:07,884 INFO [train.py:927] (5/8) Epoch 14, batch 12200, libri_loss[loss=0.1699, simple_loss=0.2523, pruned_loss=0.04374, over 12402.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008228, over 30.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2993, pruned_loss=0.06511, over 2471901.21 frames. utt_duration=618 frames, utt_pad_proportion=0.05683, over 16037.26 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05294, over 2463570.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.05369, over 7856.59 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3011, pruned_loss=0.06618, over 2472622.30 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05833, over 17102.20 utterances.], batch size: 30, lr: 2.78e-04
2022-08-29 14:55:50,014 INFO [train.py:927] (5/8) Epoch 14, batch 12250, giga_loss[loss=0.2015, simple_loss=0.2915, pruned_loss=0.05574, over 12373.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03975, over 37.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2992, pruned_loss=0.0646, over 2472191.39 frames. utt_duration=614.1 frames, utt_pad_proportion=0.05756, over 16143.55 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2859, pruned_loss=0.05309, over 2463772.67 frames. utt_duration=1251 frames, utt_pad_proportion=0.05426, over 7887.00 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3005, pruned_loss=0.06541, over 2472654.12 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05851, over 17026.59 utterances.], batch size: 37, lr: 2.78e-04
2022-08-29 14:57:29,236 INFO [train.py:927] (5/8) Epoch 14, batch 12300, giga_loss[loss=0.2111, simple_loss=0.2969, pruned_loss=0.06265, over 12405.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.04037, over 43.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2986, pruned_loss=0.06454, over 2471670.23 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05851, over 15976.35 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05322, over 2463202.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05319, over 7866.51 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2999, pruned_loss=0.06539, over 2472769.43 frames. utt_duration=586 frames, utt_pad_proportion=0.05968, over 16923.26 utterances.], batch size: 43, lr: 2.78e-04
2022-08-29 14:59:08,232 INFO [train.py:927] (5/8) Epoch 14, batch 12350, giga_loss[loss=0.1684, simple_loss=0.2611, pruned_loss=0.03787, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0311, over 45.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2962, pruned_loss=0.06346, over 2472558.52 frames. utt_duration=620.4 frames, utt_pad_proportion=0.06297, over 15979.59 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05354, over 2463622.36 frames. utt_duration=1243 frames, utt_pad_proportion=0.05688, over 7935.83 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2972, pruned_loss=0.06418, over 2473358.25 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06217, over 16948.18 utterances.], batch size: 45, lr: 2.78e-04
2022-08-29 15:00:49,669 INFO [train.py:927] (5/8) Epoch 14, batch 12400, giga_loss[loss=0.2199, simple_loss=0.3057, pruned_loss=0.0671, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03793, over 113.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2932, pruned_loss=0.06212, over 2472457.44 frames. utt_duration=636.2 frames, utt_pad_proportion=0.06437, over 15580.65 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2867, pruned_loss=0.05384, over 2464024.12 frames. utt_duration=1235 frames, utt_pad_proportion=0.05955, over 7988.95 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2941, pruned_loss=0.0627, over 2472970.97 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06268, over 16519.61 utterances.], batch size: 113, lr: 2.78e-04
2022-08-29 15:02:30,337 INFO [train.py:927] (5/8) Epoch 14, batch 12450, giga_loss[loss=0.1916, simple_loss=0.273, pruned_loss=0.05505, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03073, over 97.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2897, pruned_loss=0.06091, over 2472691.87 frames. utt_duration=620 frames, utt_pad_proportion=0.06776, over 15990.53 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2868, pruned_loss=0.0542, over 2463985.05 frames. utt_duration=1230 frames, utt_pad_proportion=0.06226, over 8022.21 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2904, pruned_loss=0.06126, over 2473399.87 frames. utt_duration=585.7 frames, utt_pad_proportion=0.0653, over 16934.17 utterances.], batch size: 97, lr: 2.78e-04
2022-08-29 15:04:12,563 INFO [train.py:927] (5/8) Epoch 14, batch 12500, giga_loss[loss=0.1806, simple_loss=0.2613, pruned_loss=0.04992, over 12387.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04307, over 26.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2861, pruned_loss=0.05962, over 2471846.79 frames. utt_duration=631.6 frames, utt_pad_proportion=0.06304, over 15692.89 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2867, pruned_loss=0.05425, over 2463780.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.06136, over 7992.92 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2868, pruned_loss=0.05996, over 2472749.22 frames. utt_duration=597 frames, utt_pad_proportion=0.06167, over 16608.77 utterances.], batch size: 26, lr: 2.78e-04
2022-08-29 15:05:53,245 INFO [train.py:927] (5/8) Epoch 14, batch 12550, giga_loss[loss=0.2151, simple_loss=0.2876, pruned_loss=0.07125, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02814, over 42.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2841, pruned_loss=0.05842, over 2471079.45 frames. utt_duration=647.8 frames, utt_pad_proportion=0.06073, over 15293.00 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2865, pruned_loss=0.05427, over 2463604.37 frames. utt_duration=1238 frames, utt_pad_proportion=0.0607, over 7972.14 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2849, pruned_loss=0.05873, over 2472046.67 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06003, over 16133.12 utterances.], batch size: 42, lr: 2.78e-04
2022-08-29 15:07:33,692 INFO [train.py:927] (5/8) Epoch 14, batch 12600, giga_loss[loss=0.176, simple_loss=0.2682, pruned_loss=0.04188, over 12347.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2865, pruned_loss=0.05874, over 2471676.83 frames. utt_duration=607.9 frames, utt_pad_proportion=0.06051, over 16305.37 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2865, pruned_loss=0.05431, over 2463722.98 frames. utt_duration=1242 frames, utt_pad_proportion=0.05932, over 7941.36 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.287, pruned_loss=0.05906, over 2472551.45 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06053, over 17213.31 utterances.], batch size: 70, lr: 2.78e-04
2022-08-29 15:09:12,151 INFO [train.py:927] (5/8) Epoch 14, batch 12650, giga_loss[loss=0.221, simple_loss=0.3103, pruned_loss=0.0658, over 12373.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05485, over 181.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2881, pruned_loss=0.05852, over 2472603.92 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05942, over 17380.03 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2871, pruned_loss=0.05469, over 2464051.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.05898, over 7960.69 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.288, pruned_loss=0.05855, over 2473189.06 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05965, over 18263.14 utterances.], batch size: 181, lr: 2.78e-04
2022-08-29 15:10:51,445 INFO [train.py:927] (5/8) Epoch 14, batch 12700, libri_loss[loss=0.196, simple_loss=0.2749, pruned_loss=0.05854, over 12447.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006122, over 32.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2873, pruned_loss=0.05766, over 2473836.72 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05928, over 17808.12 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2868, pruned_loss=0.05468, over 2464260.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.05791, over 7926.07 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2875, pruned_loss=0.05777, over 2474314.57 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05989, over 18769.41 utterances.], batch size: 32, lr: 2.78e-04
2022-08-29 15:12:32,901 INFO [train.py:927] (5/8) Epoch 14, batch 12750, giga_loss[loss=0.1996, simple_loss=0.2958, pruned_loss=0.05169, over 12425.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03813, over 133.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2879, pruned_loss=0.0581, over 2473766.11 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06122, over 18028.25 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2869, pruned_loss=0.0548, over 2464326.16 frames. utt_duration=1249 frames, utt_pad_proportion=0.05661, over 7900.48 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2881, pruned_loss=0.05818, over 2474355.16 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06209, over 19083.85 utterances.], batch size: 133, lr: 2.78e-04
2022-08-29 15:14:12,014 INFO [train.py:927] (5/8) Epoch 14, batch 12800, giga_loss[loss=0.2317, simple_loss=0.3149, pruned_loss=0.07424, over 12358.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02842, over 91.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.289, pruned_loss=0.05842, over 2473412.14 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05953, over 17569.16 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.287, pruned_loss=0.0551, over 2463919.72 frames. utt_duration=1253 frames, utt_pad_proportion=0.05592, over 7878.23 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.289, pruned_loss=0.05829, over 2474458.25 frames. utt_duration=532.2 frames, utt_pad_proportion=0.0606, over 18649.24 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:15:54,834 INFO [train.py:927] (5/8) Epoch 14, batch 12850, giga_loss[loss=0.2, simple_loss=0.2931, pruned_loss=0.05349, over 12306.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02481, over 54.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2901, pruned_loss=0.05838, over 2473103.80 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06276, over 17654.43 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2866, pruned_loss=0.055, over 2464050.11 frames. utt_duration=1256 frames, utt_pad_proportion=0.05496, over 7857.50 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2906, pruned_loss=0.05843, over 2474043.05 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06381, over 18737.19 utterances.], batch size: 54, lr: 2.78e-04
2022-08-29 15:17:37,096 INFO [train.py:927] (5/8) Epoch 14, batch 12900, giga_loss[loss=0.2176, simple_loss=0.3027, pruned_loss=0.06627, over 12455.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2909, pruned_loss=0.05873, over 2473562.29 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06389, over 17345.82 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2869, pruned_loss=0.0554, over 2464491.95 frames. utt_duration=1255 frames, utt_pad_proportion=0.05374, over 7863.19 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.291, pruned_loss=0.05853, over 2474269.50 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06522, over 18557.84 utterances.], batch size: 80, lr: 2.78e-04
2022-08-29 15:19:16,245 INFO [train.py:927] (5/8) Epoch 14, batch 12950, giga_loss[loss=0.1816, simple_loss=0.2676, pruned_loss=0.04782, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.0305, over 36.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2892, pruned_loss=0.05808, over 2473121.54 frames. utt_duration=611.8 frames, utt_pad_proportion=0.0585, over 16207.78 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2865, pruned_loss=0.05545, over 2464678.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.05245, over 7827.63 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05797, over 2473788.24 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06061, over 17499.80 utterances.], batch size: 36, lr: 2.78e-04
2022-08-29 15:20:56,580 INFO [train.py:927] (5/8) Epoch 14, batch 13000, giga_loss[loss=0.1969, simple_loss=0.282, pruned_loss=0.05593, over 12437.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03765, over 105.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2865, pruned_loss=0.05703, over 2472972.03 frames. utt_duration=622 frames, utt_pad_proportion=0.05898, over 15940.77 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2861, pruned_loss=0.05551, over 2464480.11 frames. utt_duration=1268 frames, utt_pad_proportion=0.05165, over 7784.34 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2873, pruned_loss=0.05692, over 2473882.93 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06108, over 17202.35 utterances.], batch size: 105, lr: 2.78e-04
2022-08-29 15:22:36,314 INFO [train.py:927] (5/8) Epoch 14, batch 13050, giga_loss[loss=0.1838, simple_loss=0.2707, pruned_loss=0.04842, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03029, over 58.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2869, pruned_loss=0.057, over 2472194.77 frames. utt_duration=629.3 frames, utt_pad_proportion=0.05737, over 15750.22 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2865, pruned_loss=0.05612, over 2464483.67 frames. utt_duration=1275 frames, utt_pad_proportion=0.04995, over 7742.80 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2873, pruned_loss=0.05643, over 2473255.21 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06004, over 17147.91 utterances.], batch size: 58, lr: 2.78e-04
2022-08-29 15:24:15,046 INFO [train.py:927] (5/8) Epoch 14, batch 13100, giga_loss[loss=0.2075, simple_loss=0.2986, pruned_loss=0.05818, over 12423.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04923, over 161.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2887, pruned_loss=0.05742, over 2472447.82 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05505, over 16818.49 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2865, pruned_loss=0.05632, over 2464273.98 frames. utt_duration=1278 frames, utt_pad_proportion=0.04922, over 7721.10 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.289, pruned_loss=0.05681, over 2473624.98 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05753, over 18100.11 utterances.], batch size: 161, lr: 2.78e-04
2022-08-29 15:25:52,036 INFO [train.py:927] (5/8) Epoch 14, batch 13150, giga_loss[loss=0.2037, simple_loss=0.2874, pruned_loss=0.05996, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2865, pruned_loss=0.05713, over 2472952.02 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05201, over 16601.03 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2863, pruned_loss=0.05627, over 2464472.95 frames. utt_duration=1285 frames, utt_pad_proportion=0.0482, over 7678.72 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.287, pruned_loss=0.0567, over 2473973.86 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05467, over 17954.12 utterances.], batch size: 133, lr: 2.78e-04
2022-08-29 15:27:32,602 INFO [train.py:927] (5/8) Epoch 14, batch 13200, giga_loss[loss=0.1733, simple_loss=0.259, pruned_loss=0.04381, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04176, over 31.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2848, pruned_loss=0.05701, over 2472796.77 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05216, over 16897.44 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2865, pruned_loss=0.0566, over 2464966.23 frames. utt_duration=1286 frames, utt_pad_proportion=0.04724, over 7673.59 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.285, pruned_loss=0.0564, over 2473451.56 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05472, over 18288.82 utterances.], batch size: 31, lr: 2.78e-04
2022-08-29 15:29:14,005 INFO [train.py:927] (5/8) Epoch 14, batch 13250, giga_loss[loss=0.1982, simple_loss=0.2836, pruned_loss=0.05638, over 12303.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02447, over 54.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2827, pruned_loss=0.05668, over 2472674.92 frames. utt_duration=608.6 frames, utt_pad_proportion=0.04994, over 16291.71 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2862, pruned_loss=0.05663, over 2464736.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.04663, over 7641.38 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2831, pruned_loss=0.05617, over 2473558.36 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05247, over 17584.02 utterances.], batch size: 54, lr: 2.78e-04
2022-08-29 15:30:53,332 INFO [train.py:927] (5/8) Epoch 14, batch 13300, giga_loss[loss=0.1808, simple_loss=0.2709, pruned_loss=0.0454, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02757, over 66.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2785, pruned_loss=0.05535, over 2473320.60 frames. utt_duration=633.6 frames, utt_pad_proportion=0.04749, over 15651.13 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2859, pruned_loss=0.05683, over 2464760.68 frames. utt_duration=1295 frames, utt_pad_proportion=0.04618, over 7622.32 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2789, pruned_loss=0.05474, over 2474198.53 frames. utt_duration=587.2 frames, utt_pad_proportion=0.04996, over 16897.38 utterances.], batch size: 66, lr: 2.78e-04
2022-08-29 15:32:33,310 INFO [train.py:927] (5/8) Epoch 14, batch 13350, giga_loss[loss=0.2147, simple_loss=0.3087, pruned_loss=0.06037, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03927, over 113.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2801, pruned_loss=0.0564, over 2472910.79 frames. utt_duration=618.7 frames, utt_pad_proportion=0.04789, over 16026.26 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2856, pruned_loss=0.05692, over 2464545.49 frames. utt_duration=1300 frames, utt_pad_proportion=0.04546, over 7591.03 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2806, pruned_loss=0.05582, over 2473975.46 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05008, over 17214.43 utterances.], batch size: 113, lr: 2.78e-04
2022-08-29 15:34:15,798 INFO [train.py:927] (5/8) Epoch 14, batch 13400, giga_loss[loss=0.1813, simple_loss=0.2751, pruned_loss=0.04379, over 12358.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02789, over 66.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2841, pruned_loss=0.05813, over 2473131.56 frames. utt_duration=601 frames, utt_pad_proportion=0.05603, over 16501.17 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2865, pruned_loss=0.05757, over 2464595.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05515, over 7754.77 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2836, pruned_loss=0.05709, over 2474028.64 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05351, over 17404.01 utterances.], batch size: 66, lr: 2.78e-04
2022-08-29 15:35:58,730 INFO [train.py:927] (5/8) Epoch 14, batch 13450, giga_loss[loss=0.2104, simple_loss=0.2857, pruned_loss=0.06758, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03522, over 40.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2864, pruned_loss=0.05884, over 2473228.95 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05496, over 16481.53 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2865, pruned_loss=0.05765, over 2464470.87 frames. utt_duration=1276 frames, utt_pad_proportion=0.05429, over 7735.82 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.286, pruned_loss=0.05795, over 2474210.18 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05334, over 17372.02 utterances.], batch size: 40, lr: 2.78e-04
2022-08-29 15:37:45,754 INFO [train.py:927] (5/8) Epoch 14, batch 13500, giga_loss[loss=0.2989, simple_loss=0.3524, pruned_loss=0.1227, over 12345.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1986, over 366.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2915, pruned_loss=0.06177, over 2473889.01 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05733, over 17049.51 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2864, pruned_loss=0.05764, over 2464464.86 frames. utt_duration=1279 frames, utt_pad_proportion=0.05347, over 7715.27 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2913, pruned_loss=0.06113, over 2474860.79 frames. utt_duration=553.2 frames, utt_pad_proportion=0.0563, over 17942.66 utterances.], batch size: 366, lr: 2.78e-04
2022-08-29 15:39:27,557 INFO [train.py:927] (5/8) Epoch 14, batch 13550, giga_loss[loss=0.2569, simple_loss=0.3325, pruned_loss=0.09058, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03465, over 86.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2982, pruned_loss=0.06556, over 2473927.44 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05789, over 17728.99 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2867, pruned_loss=0.05783, over 2464454.22 frames. utt_duration=1274 frames, utt_pad_proportion=0.05386, over 7744.81 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2978, pruned_loss=0.06499, over 2474873.69 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05697, over 18588.34 utterances.], batch size: 86, lr: 2.78e-04
2022-08-29 15:41:10,809 INFO [train.py:927] (5/8) Epoch 14, batch 13600, giga_loss[loss=0.2446, simple_loss=0.3326, pruned_loss=0.07833, over 12454.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3056, pruned_loss=0.0713, over 2474708.73 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06343, over 19010.59 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2867, pruned_loss=0.05792, over 2464560.43 frames. utt_duration=1278 frames, utt_pad_proportion=0.05309, over 7723.10 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07099, over 2475533.46 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06293, over 19924.11 utterances.], batch size: 123, lr: 2.78e-04
2022-08-29 15:42:53,401 INFO [train.py:927] (5/8) Epoch 14, batch 13650, giga_loss[loss=0.4147, simple_loss=0.4325, pruned_loss=0.1984, over 12371.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1123, over 260.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3115, pruned_loss=0.07597, over 2474901.63 frames. utt_duration=493 frames, utt_pad_proportion=0.06649, over 20141.63 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.287, pruned_loss=0.05826, over 2464404.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.05751, over 7784.85 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3118, pruned_loss=0.07576, over 2475941.38 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06453, over 21080.60 utterances.], batch size: 260, lr: 2.78e-04
2022-08-29 15:44:38,474 INFO [train.py:927] (5/8) Epoch 14, batch 13700, libri_loss[loss=0.2402, simple_loss=0.3159, pruned_loss=0.08229, over 12346.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01721, over 41.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3149, pruned_loss=0.07874, over 2474826.92 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06188, over 19850.94 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2874, pruned_loss=0.05866, over 2464529.00 frames. utt_duration=1266 frames, utt_pad_proportion=0.05704, over 7797.11 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3153, pruned_loss=0.07863, over 2475793.69 frames. utt_duration=476 frames, utt_pad_proportion=0.0607, over 20871.38 utterances.], batch size: 41, lr: 2.78e-04
2022-08-29 15:46:24,752 INFO [train.py:927] (5/8) Epoch 14, batch 13750, giga_loss[loss=0.2591, simple_loss=0.3431, pruned_loss=0.0876, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0455, over 31.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3196, pruned_loss=0.0829, over 2475736.86 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07383, over 21053.40 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2879, pruned_loss=0.05911, over 2464743.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.06076, over 7869.29 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3207, pruned_loss=0.08322, over 2476732.68 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07122, over 22282.84 utterances.], batch size: 31, lr: 2.78e-04
2022-08-29 15:48:08,382 INFO [train.py:927] (5/8) Epoch 14, batch 13800, giga_loss[loss=0.2278, simple_loss=0.3049, pruned_loss=0.07529, over 12365.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03187, over 51.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08325, over 2475645.82 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07186, over 20466.36 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2885, pruned_loss=0.05968, over 2464795.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.05896, over 7857.70 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3204, pruned_loss=0.08387, over 2476816.57 frames. utt_duration=453 frames, utt_pad_proportion=0.07053, over 21939.93 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 15:49:51,739 INFO [train.py:927] (5/8) Epoch 14, batch 13850, giga_loss[loss=0.2289, simple_loss=0.3105, pruned_loss=0.07364, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.02693, over 58.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3212, pruned_loss=0.0845, over 2475923.25 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07433, over 21620.25 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2884, pruned_loss=0.05969, over 2464911.05 frames. utt_duration=1257 frames, utt_pad_proportion=0.05874, over 7850.41 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3226, pruned_loss=0.08511, over 2476778.80 frames. utt_duration=435 frames, utt_pad_proportion=0.0733, over 22849.26 utterances.], batch size: 58, lr: 2.78e-04
2022-08-29 15:51:46,226 INFO [train.py:927] (5/8) Epoch 14, batch 13900, giga_loss[loss=0.2891, simple_loss=0.3373, pruned_loss=0.1204, over 12351.00 frames. utt_duration=132.8 frames, utt_pad_proportion=0.2139, over 376.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3232, pruned_loss=0.08572, over 2475728.98 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08495, over 23131.80 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2892, pruned_loss=0.05999, over 2464919.46 frames. utt_duration=1252 frames, utt_pad_proportion=0.05934, over 7885.85 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3244, pruned_loss=0.08648, over 2476647.75 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08363, over 24391.18 utterances.], batch size: 376, lr: 2.78e-04
2022-08-29 15:53:35,405 INFO [train.py:927] (5/8) Epoch 14, batch 13950, libri_loss[loss=0.2426, simple_loss=0.3242, pruned_loss=0.0805, over 12445.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03481, over 46.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.32, pruned_loss=0.08179, over 2473925.19 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07803, over 21134.83 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2892, pruned_loss=0.0602, over 2464896.45 frames. utt_duration=1255 frames, utt_pad_proportion=0.05794, over 7865.11 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3223, pruned_loss=0.08319, over 2475107.60 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07802, over 22765.18 utterances.], batch size: 46, lr: 2.78e-04
2022-08-29 15:55:20,649 INFO [train.py:927] (5/8) Epoch 14, batch 14000, giga_loss[loss=0.222, simple_loss=0.3061, pruned_loss=0.06891, over 12452.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03125, over 75.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3169, pruned_loss=0.07933, over 2473799.28 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08095, over 21274.68 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2889, pruned_loss=0.06025, over 2465157.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.0574, over 7869.61 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3196, pruned_loss=0.08084, over 2474702.61 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08107, over 22863.49 utterances.], batch size: 75, lr: 2.78e-04
2022-08-29 15:57:07,312 INFO [train.py:927] (5/8) Epoch 14, batch 14050, giga_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08297, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03294, over 62.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3147, pruned_loss=0.07761, over 2474699.51 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07546, over 20832.23 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.289, pruned_loss=0.06031, over 2465408.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.05697, over 7862.91 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.317, pruned_loss=0.0789, over 2475269.37 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07607, over 22203.21 utterances.], batch size: 62, lr: 2.78e-04
2022-08-29 15:58:56,560 INFO [train.py:927] (5/8) Epoch 14, batch 14100, giga_loss[loss=0.2157, simple_loss=0.2938, pruned_loss=0.06883, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02827, over 91.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3146, pruned_loss=0.07753, over 2474576.72 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07407, over 20688.59 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2886, pruned_loss=0.06024, over 2465234.22 frames. utt_duration=1258 frames, utt_pad_proportion=0.05653, over 7848.96 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3171, pruned_loss=0.07883, over 2475291.21 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07483, over 21945.82 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 16:00:45,748 INFO [train.py:927] (5/8) Epoch 14, batch 14150, giga_loss[loss=0.2569, simple_loss=0.3442, pruned_loss=0.08482, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03648, over 105.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3154, pruned_loss=0.07646, over 2474348.64 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07724, over 21111.52 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2893, pruned_loss=0.06068, over 2465480.69 frames. utt_duration=1246 frames, utt_pad_proportion=0.05994, over 7922.71 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3174, pruned_loss=0.07756, over 2474938.57 frames. utt_duration=443 frames, utt_pad_proportion=0.07686, over 22418.16 utterances.], batch size: 105, lr: 2.77e-04
2022-08-29 16:02:28,426 INFO [train.py:927] (5/8) Epoch 14, batch 14200, giga_loss[loss=0.2422, simple_loss=0.3206, pruned_loss=0.08193, over 12406.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04357, over 146.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3171, pruned_loss=0.0778, over 2474766.56 frames. utt_duration=456.8 frames, utt_pad_proportion=0.0765, over 21739.67 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2896, pruned_loss=0.06095, over 2465617.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.05879, over 7907.83 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3191, pruned_loss=0.07878, over 2475309.74 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07675, over 23084.69 utterances.], batch size: 146, lr: 2.77e-04
2022-08-29 16:04:12,703 INFO [train.py:927] (5/8) Epoch 14, batch 14250, giga_loss[loss=0.206, simple_loss=0.2926, pruned_loss=0.05967, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3152, pruned_loss=0.07699, over 2474330.35 frames. utt_duration=466.2 frames, utt_pad_proportion=0.0736, over 21294.53 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2901, pruned_loss=0.06125, over 2466006.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.05785, over 7892.76 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3168, pruned_loss=0.0778, over 2474585.02 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07433, over 22617.98 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 16:05:59,451 INFO [train.py:927] (5/8) Epoch 14, batch 14300, giga_loss[loss=0.2, simple_loss=0.2921, pruned_loss=0.05394, over 12186.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04061, over 28.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3122, pruned_loss=0.07525, over 2473940.04 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07016, over 20103.96 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.29, pruned_loss=0.0613, over 2466384.47 frames. utt_duration=1254 frames, utt_pad_proportion=0.057, over 7875.02 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.314, pruned_loss=0.07612, over 2473956.18 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07133, over 21398.65 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 16:07:46,763 INFO [train.py:927] (5/8) Epoch 14, batch 14350, giga_loss[loss=0.2231, simple_loss=0.3088, pruned_loss=0.06868, over 12434.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0374, over 133.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3115, pruned_loss=0.07417, over 2474044.11 frames. utt_duration=498.7 frames, utt_pad_proportion=0.0663, over 19900.02 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2898, pruned_loss=0.06121, over 2466363.38 frames. utt_duration=1256 frames, utt_pad_proportion=0.0564, over 7863.92 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3134, pruned_loss=0.07512, over 2474187.82 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06769, over 21094.42 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:09:32,900 INFO [train.py:927] (5/8) Epoch 14, batch 14400, giga_loss[loss=0.1961, simple_loss=0.2847, pruned_loss=0.05374, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02814, over 70.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3107, pruned_loss=0.07352, over 2474228.99 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06205, over 19558.07 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.29, pruned_loss=0.06109, over 2466275.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05567, over 7838.87 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3124, pruned_loss=0.07461, over 2474565.89 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06367, over 20737.60 utterances.], batch size: 70, lr: 2.77e-04
2022-08-29 16:11:14,342 INFO [train.py:927] (5/8) Epoch 14, batch 14450, giga_loss[loss=0.2065, simple_loss=0.2833, pruned_loss=0.06481, over 12255.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02661, over 54.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.31, pruned_loss=0.07396, over 2474611.93 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06782, over 20525.77 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2902, pruned_loss=0.06109, over 2466356.89 frames. utt_duration=1263 frames, utt_pad_proportion=0.05509, over 7817.43 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3114, pruned_loss=0.07497, over 2474895.35 frames. utt_duration=459 frames, utt_pad_proportion=0.06899, over 21634.54 utterances.], batch size: 54, lr: 2.77e-04
2022-08-29 16:12:58,357 INFO [train.py:927] (5/8) Epoch 14, batch 14500, giga_loss[loss=0.259, simple_loss=0.332, pruned_loss=0.09303, over 12377.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3085, pruned_loss=0.0738, over 2474506.05 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06859, over 20378.12 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2904, pruned_loss=0.06122, over 2466415.27 frames. utt_duration=1266 frames, utt_pad_proportion=0.05393, over 7801.11 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07484, over 2474895.70 frames. utt_duration=459.2 frames, utt_pad_proportion=0.06995, over 21624.44 utterances.], batch size: 182, lr: 2.77e-04
2022-08-29 16:14:43,157 INFO [train.py:927] (5/8) Epoch 14, batch 14550, giga_loss[loss=0.2384, simple_loss=0.3321, pruned_loss=0.07235, over 12365.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3072, pruned_loss=0.07357, over 2474454.76 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06694, over 19920.22 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2904, pruned_loss=0.06141, over 2466309.56 frames. utt_duration=1269 frames, utt_pad_proportion=0.05332, over 7784.20 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3086, pruned_loss=0.07438, over 2474975.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06839, over 21094.65 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 16:16:26,825 INFO [train.py:927] (5/8) Epoch 14, batch 14600, giga_loss[loss=0.2042, simple_loss=0.2859, pruned_loss=0.06118, over 12236.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02903, over 39.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07349, over 2473103.90 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07254, over 19978.88 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2901, pruned_loss=0.06143, over 2466339.10 frames. utt_duration=1274 frames, utt_pad_proportion=0.05233, over 7753.98 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3095, pruned_loss=0.0745, over 2473728.20 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07384, over 21321.90 utterances.], batch size: 39, lr: 2.77e-04
2022-08-29 16:18:10,355 INFO [train.py:927] (5/8) Epoch 14, batch 14650, giga_loss[loss=0.2162, simple_loss=0.3005, pruned_loss=0.06593, over 12463.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03413, over 98.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3072, pruned_loss=0.07315, over 2473765.72 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07292, over 19979.21 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2898, pruned_loss=0.06154, over 2466414.15 frames. utt_duration=1279 frames, utt_pad_proportion=0.05162, over 7720.20 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3094, pruned_loss=0.07407, over 2474318.45 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07424, over 21296.40 utterances.], batch size: 98, lr: 2.77e-04
2022-08-29 16:19:59,319 INFO [train.py:927] (5/8) Epoch 14, batch 14700, giga_loss[loss=0.2509, simple_loss=0.3219, pruned_loss=0.09, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03985, over 133.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3095, pruned_loss=0.07507, over 2473995.98 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07607, over 20558.08 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2904, pruned_loss=0.06194, over 2466453.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.05094, over 7726.00 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3111, pruned_loss=0.0757, over 2474588.72 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07732, over 21894.27 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:21:44,115 INFO [train.py:927] (5/8) Epoch 14, batch 14750, giga_loss[loss=0.2228, simple_loss=0.303, pruned_loss=0.07132, over 12423.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02366, over 48.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3098, pruned_loss=0.07631, over 2474176.32 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07383, over 19992.62 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2902, pruned_loss=0.06197, over 2466637.17 frames. utt_duration=1276 frames, utt_pad_proportion=0.05078, over 7738.96 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3117, pruned_loss=0.07717, over 2474698.15 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07529, over 21381.68 utterances.], batch size: 48, lr: 2.77e-04
2022-08-29 16:23:29,296 INFO [train.py:927] (5/8) Epoch 14, batch 14800, giga_loss[loss=0.2254, simple_loss=0.3065, pruned_loss=0.07214, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03357, over 85.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3092, pruned_loss=0.07635, over 2473974.00 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07476, over 19856.30 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2903, pruned_loss=0.06218, over 2466691.66 frames. utt_duration=1279 frames, utt_pad_proportion=0.04976, over 7725.95 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3112, pruned_loss=0.07724, over 2474551.22 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07643, over 21311.69 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 16:25:13,620 INFO [train.py:927] (5/8) Epoch 14, batch 14850, giga_loss[loss=0.1927, simple_loss=0.2805, pruned_loss=0.05247, over 12252.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03359, over 28.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3091, pruned_loss=0.07534, over 2473629.84 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07761, over 20363.98 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.291, pruned_loss=0.06247, over 2466665.53 frames. utt_duration=1267 frames, utt_pad_proportion=0.0542, over 7794.03 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3106, pruned_loss=0.07617, over 2474313.13 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07775, over 21814.14 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 16:27:01,235 INFO [train.py:927] (5/8) Epoch 14, batch 14900, giga_loss[loss=0.2592, simple_loss=0.3243, pruned_loss=0.09707, over 12381.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.0388, over 37.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3077, pruned_loss=0.07417, over 2474330.99 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07662, over 20417.41 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2918, pruned_loss=0.06263, over 2466564.42 frames. utt_duration=1255 frames, utt_pad_proportion=0.05864, over 7872.68 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07479, over 2475022.48 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07556, over 21600.38 utterances.], batch size: 37, lr: 2.77e-04
2022-08-29 16:28:44,998 INFO [train.py:927] (5/8) Epoch 14, batch 14950, giga_loss[loss=0.2183, simple_loss=0.302, pruned_loss=0.06729, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03016, over 51.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3087, pruned_loss=0.07552, over 2474658.44 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07536, over 21018.29 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2925, pruned_loss=0.06305, over 2466848.04 frames. utt_duration=1258 frames, utt_pad_proportion=0.05772, over 7853.35 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3089, pruned_loss=0.07585, over 2475102.33 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07495, over 22188.39 utterances.], batch size: 51, lr: 2.77e-04
2022-08-29 16:30:34,892 INFO [train.py:927] (5/8) Epoch 14, batch 15000, giga_loss[loss=0.2199, simple_loss=0.3059, pruned_loss=0.06695, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03641, over 37.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07615, over 2475214.39 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07764, over 20981.46 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2928, pruned_loss=0.06316, over 2467119.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.05782, over 7882.12 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.312, pruned_loss=0.07654, over 2475464.00 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07729, over 22117.72 utterances.], batch size: 37, lr: 2.77e-04
2022-08-29 16:30:34,895 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 16:30:48,725 INFO [train.py:967] (5/8) 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 16:32:29,574 INFO [train.py:927] (5/8) Epoch 14, batch 15050, giga_loss[loss=0.2501, simple_loss=0.3286, pruned_loss=0.08585, over 12365.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04272, over 133.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3134, pruned_loss=0.07669, over 2474911.42 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07705, over 21527.24 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2924, pruned_loss=0.06297, over 2467101.49 frames. utt_duration=1256 frames, utt_pad_proportion=0.05741, over 7865.34 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.314, pruned_loss=0.07727, over 2475185.11 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07697, over 22547.81 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:34:15,472 INFO [train.py:927] (5/8) Epoch 14, batch 15100, libri_loss[loss=0.2203, simple_loss=0.3095, pruned_loss=0.06554, over 12432.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01603, over 40.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3142, pruned_loss=0.07711, over 2474517.26 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07267, over 21256.09 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2924, pruned_loss=0.06298, over 2467044.26 frames. utt_duration=1258 frames, utt_pad_proportion=0.05679, over 7853.48 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.315, pruned_loss=0.07774, over 2474862.14 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07307, over 22251.09 utterances.], batch size: 40, lr: 2.77e-04
2022-08-29 16:35:57,332 INFO [train.py:927] (5/8) Epoch 14, batch 15150, giga_loss[loss=0.2507, simple_loss=0.3258, pruned_loss=0.08785, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07231, over 212.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3133, pruned_loss=0.07748, over 2474808.46 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07522, over 21411.43 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2926, pruned_loss=0.06322, over 2467140.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.05976, over 7906.55 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3145, pruned_loss=0.07827, over 2475265.13 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07482, over 22652.16 utterances.], batch size: 212, lr: 2.77e-04
2022-08-29 16:37:37,466 INFO [train.py:927] (5/8) Epoch 14, batch 15200, giga_loss[loss=0.2358, simple_loss=0.3191, pruned_loss=0.07627, over 12443.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03154, over 80.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3113, pruned_loss=0.07653, over 2474184.15 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07492, over 21209.15 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2921, pruned_loss=0.06303, over 2466968.47 frames. utt_duration=1251 frames, utt_pad_proportion=0.05986, over 7895.79 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3131, pruned_loss=0.07761, over 2474854.81 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0747, over 22491.89 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 16:39:18,095 INFO [train.py:927] (5/8) Epoch 14, batch 15250, giga_loss[loss=0.2028, simple_loss=0.2839, pruned_loss=0.06086, over 12309.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03599, over 51.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3117, pruned_loss=0.07716, over 2474854.34 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07044, over 21159.08 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.292, pruned_loss=0.06298, over 2467197.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.05919, over 7877.43 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3134, pruned_loss=0.07824, over 2475274.99 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07074, over 22366.10 utterances.], batch size: 51, lr: 2.77e-04
2022-08-29 16:41:00,325 INFO [train.py:927] (5/8) Epoch 14, batch 15300, giga_loss[loss=0.243, simple_loss=0.3223, pruned_loss=0.08187, over 12407.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03272, over 80.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3092, pruned_loss=0.07637, over 2474767.37 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06922, over 20626.22 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2916, pruned_loss=0.06286, over 2467096.85 frames. utt_duration=1259 frames, utt_pad_proportion=0.05799, over 7850.30 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3116, pruned_loss=0.07781, over 2475435.55 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07004, over 22044.58 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 16:42:38,799 INFO [train.py:927] (5/8) Epoch 14, batch 15350, giga_loss[loss=0.2146, simple_loss=0.2977, pruned_loss=0.06582, over 12243.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03889, over 28.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3108, pruned_loss=0.07739, over 2474594.53 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07729, over 21800.51 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2917, pruned_loss=0.06292, over 2467170.62 frames. utt_duration=1257 frames, utt_pad_proportion=0.05766, over 7858.76 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3127, pruned_loss=0.07858, over 2475119.53 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07761, over 23010.30 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 16:44:22,912 INFO [train.py:927] (5/8) Epoch 14, batch 15400, giga_loss[loss=0.2168, simple_loss=0.324, pruned_loss=0.05486, over 12361.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.312, pruned_loss=0.07813, over 2473501.94 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07765, over 21401.86 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2921, pruned_loss=0.06315, over 2466456.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.05742, over 7855.35 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3137, pruned_loss=0.07928, over 2474757.07 frames. utt_duration=436.4 frames, utt_pad_proportion=0.0782, over 22758.25 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 16:46:04,645 INFO [train.py:927] (5/8) Epoch 14, batch 15450, giga_loss[loss=0.3336, simple_loss=0.3768, pruned_loss=0.1452, over 12392.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1106, over 260.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3141, pruned_loss=0.07664, over 2473381.05 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07195, over 20775.47 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.292, pruned_loss=0.06309, over 2466382.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05714, over 7841.86 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3157, pruned_loss=0.07771, over 2474481.47 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07283, over 21961.68 utterances.], batch size: 260, lr: 2.77e-04
2022-08-29 16:47:46,688 INFO [train.py:927] (5/8) Epoch 14, batch 15500, giga_loss[loss=0.2377, simple_loss=0.3202, pruned_loss=0.07759, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02978, over 45.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3158, pruned_loss=0.07764, over 2472451.15 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07317, over 20541.67 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2915, pruned_loss=0.063, over 2465761.23 frames. utt_duration=1263 frames, utt_pad_proportion=0.05669, over 7816.38 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3182, pruned_loss=0.07901, over 2474097.00 frames. utt_duration=453 frames, utt_pad_proportion=0.07412, over 21919.80 utterances.], batch size: 45, lr: 2.77e-04
2022-08-29 16:49:25,905 INFO [train.py:927] (5/8) Epoch 14, batch 15550, giga_loss[loss=0.2985, simple_loss=0.3507, pruned_loss=0.1231, over 12373.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07072, over 211.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3168, pruned_loss=0.07902, over 2472276.55 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07297, over 20556.15 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2918, pruned_loss=0.06337, over 2465714.95 frames. utt_duration=1254 frames, utt_pad_proportion=0.05784, over 7872.99 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3191, pruned_loss=0.08019, over 2473838.83 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07357, over 21946.35 utterances.], batch size: 211, lr: 2.77e-04
2022-08-29 16:51:06,193 INFO [train.py:927] (5/8) Epoch 14, batch 15600, giga_loss[loss=0.2189, simple_loss=0.3113, pruned_loss=0.06323, over 12336.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.316, pruned_loss=0.07894, over 2472893.37 frames. utt_duration=462 frames, utt_pad_proportion=0.07987, over 21478.21 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2912, pruned_loss=0.06299, over 2465374.01 frames. utt_duration=1260 frames, utt_pad_proportion=0.05684, over 7836.07 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.319, pruned_loss=0.08062, over 2474616.52 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08035, over 22957.93 utterances.], batch size: 62, lr: 2.77e-04
2022-08-29 16:52:48,911 INFO [train.py:927] (5/8) Epoch 14, batch 15650, giga_loss[loss=0.2332, simple_loss=0.3226, pruned_loss=0.07189, over 12376.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03696, over 80.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.316, pruned_loss=0.07759, over 2473400.53 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07998, over 20881.09 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2915, pruned_loss=0.06333, over 2465613.93 frames. utt_duration=1252 frames, utt_pad_proportion=0.06032, over 7886.48 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3189, pruned_loss=0.07907, over 2474805.59 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0794, over 22443.73 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 16:54:34,407 INFO [train.py:927] (5/8) Epoch 14, batch 15700, giga_loss[loss=0.228, simple_loss=0.3037, pruned_loss=0.07612, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0351, over 43.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3166, pruned_loss=0.07742, over 2473663.95 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07571, over 20149.47 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2924, pruned_loss=0.06378, over 2466117.68 frames. utt_duration=1249 frames, utt_pad_proportion=0.0598, over 7908.25 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3186, pruned_loss=0.07852, over 2474510.39 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07581, over 21653.28 utterances.], batch size: 43, lr: 2.77e-04
2022-08-29 16:56:16,182 INFO [train.py:927] (5/8) Epoch 14, batch 15750, giga_loss[loss=0.2155, simple_loss=0.298, pruned_loss=0.06649, over 12353.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03341, over 62.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3153, pruned_loss=0.07763, over 2474198.02 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0748, over 20158.80 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2922, pruned_loss=0.06389, over 2466359.47 frames. utt_duration=1243 frames, utt_pad_proportion=0.06301, over 7949.20 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3178, pruned_loss=0.0788, over 2474885.57 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07392, over 21694.71 utterances.], batch size: 62, lr: 2.77e-04
2022-08-29 16:57:59,865 INFO [train.py:927] (5/8) Epoch 14, batch 15800, giga_loss[loss=0.3429, simple_loss=0.3806, pruned_loss=0.1526, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3132, pruned_loss=0.07733, over 2474513.77 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07853, over 20576.13 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2919, pruned_loss=0.06381, over 2466705.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.0647, over 7984.35 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3165, pruned_loss=0.07893, over 2475112.85 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07719, over 22329.66 utterances.], batch size: 258, lr: 2.77e-04
2022-08-29 16:59:40,659 INFO [train.py:927] (5/8) Epoch 14, batch 15850, giga_loss[loss=0.3005, simple_loss=0.3423, pruned_loss=0.1293, over 12352.00 frames. utt_duration=132.1 frames, utt_pad_proportion=0.2228, over 378.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07833, over 2474198.02 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07834, over 20808.75 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2918, pruned_loss=0.06378, over 2466698.70 frames. utt_duration=1241 frames, utt_pad_proportion=0.06377, over 7959.81 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.316, pruned_loss=0.07986, over 2474800.27 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07762, over 22435.87 utterances.], batch size: 378, lr: 2.77e-04
2022-08-29 17:01:25,536 INFO [train.py:927] (5/8) Epoch 14, batch 15900, giga_loss[loss=0.189, simple_loss=0.2767, pruned_loss=0.05066, over 12414.00 frames. utt_duration=710.8 frames, utt_pad_proportion=0.02502, over 70.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3104, pruned_loss=0.07593, over 2474476.19 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07654, over 20995.71 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.292, pruned_loss=0.06388, over 2466682.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06235, over 7939.38 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3134, pruned_loss=0.07751, over 2475221.37 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07664, over 22726.21 utterances.], batch size: 70, lr: 2.77e-04
2022-08-29 17:03:10,008 INFO [train.py:927] (5/8) Epoch 14, batch 15950, giga_loss[loss=0.2095, simple_loss=0.2963, pruned_loss=0.06138, over 12414.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03354, over 80.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3092, pruned_loss=0.0745, over 2474451.90 frames. utt_duration=485.2 frames, utt_pad_proportion=0.0713, over 20463.73 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2921, pruned_loss=0.06396, over 2466551.65 frames. utt_duration=1243 frames, utt_pad_proportion=0.06149, over 7947.13 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.312, pruned_loss=0.0761, over 2475462.87 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07223, over 22333.11 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 17:04:59,290 INFO [train.py:927] (5/8) Epoch 14, batch 16000, giga_loss[loss=0.2188, simple_loss=0.3045, pruned_loss=0.06655, over 12458.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02883, over 80.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3072, pruned_loss=0.07424, over 2474398.26 frames. utt_duration=462 frames, utt_pad_proportion=0.07727, over 21492.33 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2922, pruned_loss=0.06402, over 2466669.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.06529, over 8020.99 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3098, pruned_loss=0.07566, over 2475234.19 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07659, over 23125.19 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 17:06:43,536 INFO [train.py:927] (5/8) Epoch 14, batch 16050, giga_loss[loss=0.2244, simple_loss=0.3108, pruned_loss=0.06897, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02414, over 48.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3081, pruned_loss=0.07443, over 2473926.07 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07191, over 20891.53 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.292, pruned_loss=0.06393, over 2466557.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.06508, over 8009.88 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3103, pruned_loss=0.07565, over 2474707.34 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07175, over 22233.94 utterances.], batch size: 48, lr: 2.77e-04
2022-08-29 17:08:26,658 INFO [train.py:927] (5/8) Epoch 14, batch 16100, giga_loss[loss=0.3249, simple_loss=0.3725, pruned_loss=0.1387, over 12353.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07516, over 2474138.56 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07205, over 21099.70 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2916, pruned_loss=0.06371, over 2466599.37 frames. utt_duration=1242 frames, utt_pad_proportion=0.06356, over 7952.31 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07672, over 2474976.77 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07246, over 22660.71 utterances.], batch size: 260, lr: 2.77e-04
2022-08-29 17:10:14,532 INFO [train.py:927] (5/8) Epoch 14, batch 16150, giga_loss[loss=0.2951, simple_loss=0.3576, pruned_loss=0.1163, over 12374.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07517, over 212.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3098, pruned_loss=0.07596, over 2473937.69 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07215, over 20937.88 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2916, pruned_loss=0.06371, over 2466453.38 frames. utt_duration=1243 frames, utt_pad_proportion=0.06332, over 7945.55 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.312, pruned_loss=0.07724, over 2474760.52 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07257, over 22225.25 utterances.], batch size: 212, lr: 2.77e-04
2022-08-29 17:11:57,140 INFO [train.py:927] (5/8) Epoch 14, batch 16200, giga_loss[loss=0.2159, simple_loss=0.2979, pruned_loss=0.06698, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04061, over 34.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3101, pruned_loss=0.07537, over 2473470.10 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07057, over 20649.31 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2918, pruned_loss=0.06402, over 2466461.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.06229, over 7940.29 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3122, pruned_loss=0.07645, over 2474303.61 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07143, over 22025.42 utterances.], batch size: 34, lr: 2.77e-04
2022-08-29 17:13:43,997 INFO [train.py:927] (5/8) Epoch 14, batch 16250, giga_loss[loss=0.2433, simple_loss=0.3246, pruned_loss=0.08098, over 12373.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03041, over 85.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3115, pruned_loss=0.07653, over 2473733.70 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06708, over 20445.38 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2923, pruned_loss=0.06432, over 2466765.95 frames. utt_duration=1234 frames, utt_pad_proportion=0.06527, over 8005.68 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3131, pruned_loss=0.07738, over 2474289.61 frames. utt_duration=456.4 frames, utt_pad_proportion=0.06714, over 21756.65 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 17:15:30,703 INFO [train.py:927] (5/8) Epoch 14, batch 16300, giga_loss[loss=0.2497, simple_loss=0.3115, pruned_loss=0.09399, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03762, over 37.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3115, pruned_loss=0.0756, over 2473353.44 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07001, over 20781.32 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2921, pruned_loss=0.06426, over 2466277.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.06447, over 7984.96 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3137, pruned_loss=0.0767, over 2474448.81 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07016, over 22251.38 utterances.], batch size: 37, lr: 2.77e-04
2022-08-29 17:17:16,490 INFO [train.py:927] (5/8) Epoch 14, batch 16350, giga_loss[loss=0.2098, simple_loss=0.294, pruned_loss=0.06284, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03578, over 122.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3102, pruned_loss=0.0751, over 2473731.38 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06957, over 20408.34 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.292, pruned_loss=0.06421, over 2466363.44 frames. utt_duration=1239 frames, utt_pad_proportion=0.06426, over 7971.18 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3121, pruned_loss=0.07611, over 2474572.75 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0698, over 21688.48 utterances.], batch size: 122, lr: 2.77e-04
2022-08-29 17:19:02,300 INFO [train.py:927] (5/8) Epoch 14, batch 16400, giga_loss[loss=0.1983, simple_loss=0.2929, pruned_loss=0.05185, over 12465.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03, over 75.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3085, pruned_loss=0.07449, over 2473821.35 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06931, over 20187.41 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2918, pruned_loss=0.06426, over 2466460.99 frames. utt_duration=1244 frames, utt_pad_proportion=0.06293, over 7938.60 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3107, pruned_loss=0.07561, over 2474623.27 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07002, over 21642.85 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 17:20:46,934 INFO [train.py:927] (5/8) Epoch 14, batch 16450, giga_loss[loss=0.2292, simple_loss=0.3049, pruned_loss=0.07673, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05131, over 161.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3093, pruned_loss=0.07603, over 2474443.57 frames. utt_duration=475 frames, utt_pad_proportion=0.07308, over 20901.50 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2919, pruned_loss=0.06436, over 2466462.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.06153, over 7907.78 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3115, pruned_loss=0.07714, over 2475301.47 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07394, over 22433.60 utterances.], batch size: 161, lr: 2.77e-04
2022-08-29 17:22:32,395 INFO [train.py:927] (5/8) Epoch 14, batch 16500, giga_loss[loss=0.2004, simple_loss=0.2818, pruned_loss=0.05948, over 12338.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04276, over 37.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3095, pruned_loss=0.07617, over 2474954.01 frames. utt_duration=472.7 frames, utt_pad_proportion=0.0708, over 21006.96 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.292, pruned_loss=0.06437, over 2466716.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.06104, over 7905.71 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3113, pruned_loss=0.07714, over 2475471.10 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07179, over 22332.34 utterances.], batch size: 37, lr: 2.77e-04
2022-08-29 17:24:14,926 INFO [train.py:927] (5/8) Epoch 14, batch 16550, giga_loss[loss=0.2315, simple_loss=0.3171, pruned_loss=0.0729, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03266, over 58.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3099, pruned_loss=0.07715, over 2474759.30 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07619, over 21392.98 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2915, pruned_loss=0.0641, over 2466650.16 frames. utt_duration=1253 frames, utt_pad_proportion=0.05977, over 7885.01 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3126, pruned_loss=0.07868, over 2475567.04 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07715, over 23014.43 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 17:26:00,003 INFO [train.py:927] (5/8) Epoch 14, batch 16600, giga_loss[loss=0.1938, simple_loss=0.2806, pruned_loss=0.05345, over 12449.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03818, over 40.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3094, pruned_loss=0.07749, over 2474107.08 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07793, over 21115.18 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2915, pruned_loss=0.06439, over 2466641.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.05817, over 7868.14 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3121, pruned_loss=0.07895, over 2475042.90 frames. utt_duration=433.1 frames, utt_pad_proportion=0.0793, over 22934.48 utterances.], batch size: 40, lr: 2.77e-04
2022-08-29 17:27:42,880 INFO [train.py:927] (5/8) Epoch 14, batch 16650, giga_loss[loss=0.2206, simple_loss=0.2984, pruned_loss=0.07145, over 12387.00 frames. utt_duration=621 frames, utt_pad_proportion=0.0342, over 80.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3104, pruned_loss=0.07795, over 2474639.83 frames. utt_duration=452 frames, utt_pad_proportion=0.08014, over 21973.61 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2917, pruned_loss=0.06449, over 2466573.68 frames. utt_duration=1258 frames, utt_pad_proportion=0.0573, over 7854.83 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3128, pruned_loss=0.07927, over 2475604.98 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08145, over 23697.92 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 17:29:28,824 INFO [train.py:927] (5/8) Epoch 14, batch 16700, giga_loss[loss=0.2082, simple_loss=0.2917, pruned_loss=0.06234, over 12377.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.02957, over 51.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3104, pruned_loss=0.07768, over 2474598.65 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07706, over 20764.48 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2914, pruned_loss=0.06435, over 2466440.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05697, over 7850.11 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3132, pruned_loss=0.07923, over 2475714.01 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07869, over 22516.33 utterances.], batch size: 51, lr: 2.77e-04
2022-08-29 17:31:14,433 INFO [train.py:927] (5/8) Epoch 14, batch 16750, giga_loss[loss=0.3174, simple_loss=0.3734, pruned_loss=0.1307, over 12422.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05147, over 162.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3118, pruned_loss=0.07863, over 2475219.06 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07008, over 20025.46 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2911, pruned_loss=0.06441, over 2466408.25 frames. utt_duration=1262 frames, utt_pad_proportion=0.05597, over 7829.13 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.08016, over 2476335.30 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07242, over 21771.60 utterances.], batch size: 162, lr: 2.76e-04
2022-08-29 17:33:00,979 INFO [train.py:927] (5/8) Epoch 14, batch 16800, libri_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06026, over 12297.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005432, over 35.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3128, pruned_loss=0.07842, over 2475836.73 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07107, over 19997.84 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2919, pruned_loss=0.06494, over 2466826.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.06085, over 7965.64 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.315, pruned_loss=0.07955, over 2476605.73 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07152, over 21610.82 utterances.], batch size: 35, lr: 2.76e-04
2022-08-29 17:34:44,972 INFO [train.py:927] (5/8) Epoch 14, batch 16850, giga_loss[loss=0.212, simple_loss=0.2964, pruned_loss=0.0638, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03914, over 31.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3116, pruned_loss=0.07724, over 2476343.69 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06832, over 19652.38 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.0647, over 2466974.95 frames. utt_duration=1242 frames, utt_pad_proportion=0.05976, over 7954.94 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.314, pruned_loss=0.07871, over 2477056.17 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06933, over 21280.68 utterances.], batch size: 31, lr: 2.76e-04
2022-08-29 17:36:26,683 INFO [train.py:927] (5/8) Epoch 14, batch 16900, giga_loss[loss=0.232, simple_loss=0.2951, pruned_loss=0.08447, over 12364.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2008, over 368.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3119, pruned_loss=0.07762, over 2475169.79 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06817, over 19378.94 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2914, pruned_loss=0.06459, over 2467125.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.0588, over 7949.33 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3147, pruned_loss=0.07924, over 2475826.42 frames. utt_duration=473 frames, utt_pad_proportion=0.06941, over 21003.15 utterances.], batch size: 368, lr: 2.76e-04
2022-08-29 17:38:14,141 INFO [train.py:927] (5/8) Epoch 14, batch 16950, giga_loss[loss=0.305, simple_loss=0.3555, pruned_loss=0.1273, over 12402.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09973, over 257.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3127, pruned_loss=0.0785, over 2474475.68 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06801, over 19347.52 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2915, pruned_loss=0.0646, over 2467139.30 frames. utt_duration=1243 frames, utt_pad_proportion=0.05857, over 7950.59 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3149, pruned_loss=0.07982, over 2475010.68 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06908, over 20662.91 utterances.], batch size: 257, lr: 2.76e-04
2022-08-29 17:39:56,826 INFO [train.py:927] (5/8) Epoch 14, batch 17000, giga_loss[loss=0.2285, simple_loss=0.3035, pruned_loss=0.07678, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02917, over 45.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3129, pruned_loss=0.07941, over 2473936.15 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07083, over 19235.15 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2912, pruned_loss=0.06468, over 2466955.07 frames. utt_duration=1251 frames, utt_pad_proportion=0.05714, over 7899.04 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3156, pruned_loss=0.08086, over 2474750.68 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07217, over 20703.97 utterances.], batch size: 45, lr: 2.76e-04
2022-08-29 17:41:40,609 INFO [train.py:927] (5/8) Epoch 14, batch 17050, libri_loss[loss=0.2243, simple_loss=0.3082, pruned_loss=0.07019, over 12250.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.00497, over 34.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.313, pruned_loss=0.07967, over 2474003.11 frames. utt_duration=492.2 frames, utt_pad_proportion=0.08034, over 20164.22 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2908, pruned_loss=0.06437, over 2466823.11 frames. utt_duration=1257 frames, utt_pad_proportion=0.05615, over 7861.89 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3159, pruned_loss=0.08143, over 2474920.88 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08123, over 21634.37 utterances.], batch size: 34, lr: 2.76e-04
2022-08-29 17:43:24,437 INFO [train.py:927] (5/8) Epoch 14, batch 17100, giga_loss[loss=0.2255, simple_loss=0.3095, pruned_loss=0.07074, over 12368.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3126, pruned_loss=0.07917, over 2473628.57 frames. utt_duration=500 frames, utt_pad_proportion=0.07658, over 19848.00 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.291, pruned_loss=0.06456, over 2466588.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05536, over 7853.29 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3153, pruned_loss=0.08076, over 2474755.73 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07799, over 21315.25 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 17:45:09,754 INFO [train.py:927] (5/8) Epoch 14, batch 17150, libri_loss[loss=0.2208, simple_loss=0.2964, pruned_loss=0.07264, over 12115.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007245, over 32.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3116, pruned_loss=0.07835, over 2473949.27 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07446, over 19767.64 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2903, pruned_loss=0.06425, over 2466299.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05411, over 7799.25 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3151, pruned_loss=0.08036, over 2475365.99 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07638, over 21387.53 utterances.], batch size: 32, lr: 2.76e-04
2022-08-29 17:46:56,661 INFO [train.py:927] (5/8) Epoch 14, batch 17200, giga_loss[loss=0.2458, simple_loss=0.3317, pruned_loss=0.07995, over 12433.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05355, over 162.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3115, pruned_loss=0.07884, over 2474245.51 frames. utt_duration=476 frames, utt_pad_proportion=0.08003, over 20857.01 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2905, pruned_loss=0.06441, over 2466464.37 frames. utt_duration=1269 frames, utt_pad_proportion=0.05275, over 7784.49 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3149, pruned_loss=0.08083, over 2475554.07 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0819, over 22635.98 utterances.], batch size: 162, lr: 2.76e-04
2022-08-29 17:48:40,149 INFO [train.py:927] (5/8) Epoch 14, batch 17250, giga_loss[loss=0.2157, simple_loss=0.2935, pruned_loss=0.06899, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03955, over 37.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3078, pruned_loss=0.07693, over 2474121.13 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07692, over 19829.58 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2906, pruned_loss=0.06467, over 2466128.45 frames. utt_duration=1258 frames, utt_pad_proportion=0.05669, over 7849.97 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.311, pruned_loss=0.07867, over 2475689.40 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07785, over 21535.20 utterances.], batch size: 37, lr: 2.76e-04
2022-08-29 17:50:24,944 INFO [train.py:927] (5/8) Epoch 14, batch 17300, giga_loss[loss=0.1901, simple_loss=0.2725, pruned_loss=0.0539, over 12178.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.02681, over 28.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3079, pruned_loss=0.07759, over 2474855.21 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07703, over 20947.08 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2907, pruned_loss=0.06457, over 2466398.50 frames. utt_duration=1260 frames, utt_pad_proportion=0.05625, over 7840.48 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3105, pruned_loss=0.07917, over 2475914.37 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07794, over 22420.78 utterances.], batch size: 28, lr: 2.76e-04
2022-08-29 17:52:08,985 INFO [train.py:927] (5/8) Epoch 14, batch 17350, giga_loss[loss=0.2163, simple_loss=0.2881, pruned_loss=0.07223, over 12361.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1798, over 358.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3072, pruned_loss=0.07515, over 2474870.47 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07832, over 22100.30 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2906, pruned_loss=0.06443, over 2466143.05 frames. utt_duration=1263 frames, utt_pad_proportion=0.05563, over 7819.97 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3096, pruned_loss=0.07668, over 2476072.36 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07921, over 23475.95 utterances.], batch size: 358, lr: 2.76e-04
2022-08-29 17:53:51,300 INFO [train.py:927] (5/8) Epoch 14, batch 17400, giga_loss[loss=0.2099, simple_loss=0.3033, pruned_loss=0.05818, over 12357.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02827, over 85.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3048, pruned_loss=0.07188, over 2475442.75 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07753, over 22703.63 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2902, pruned_loss=0.06426, over 2466849.31 frames. utt_duration=1268 frames, utt_pad_proportion=0.05406, over 7790.67 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07362, over 2476105.21 frames. utt_duration=408 frames, utt_pad_proportion=0.07895, over 24364.80 utterances.], batch size: 85, lr: 2.76e-04
2022-08-29 17:55:35,999 INFO [train.py:927] (5/8) Epoch 14, batch 17450, giga_loss[loss=0.2092, simple_loss=0.3073, pruned_loss=0.0556, over 12426.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04633, over 161.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3028, pruned_loss=0.06862, over 2475551.34 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07241, over 22866.72 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2901, pruned_loss=0.06415, over 2466861.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.05385, over 7784.72 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3052, pruned_loss=0.07011, over 2476100.49 frames. utt_duration=409.9 frames, utt_pad_proportion=0.0739, over 24246.21 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 17:57:21,587 INFO [train.py:927] (5/8) Epoch 14, batch 17500, giga_loss[loss=0.221, simple_loss=0.3083, pruned_loss=0.06682, over 12367.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03214, over 104.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3035, pruned_loss=0.0672, over 2475565.44 frames. utt_duration=438.4 frames, utt_pad_proportion=0.0671, over 22660.77 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.29, pruned_loss=0.06407, over 2466713.91 frames. utt_duration=1272 frames, utt_pad_proportion=0.05311, over 7763.17 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3057, pruned_loss=0.06851, over 2476297.51 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06885, over 24044.37 utterances.], batch size: 104, lr: 2.76e-04
2022-08-29 17:59:05,085 INFO [train.py:927] (5/8) Epoch 14, batch 17550, giga_loss[loss=0.1894, simple_loss=0.2775, pruned_loss=0.05067, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0372, over 113.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3007, pruned_loss=0.06506, over 2475866.44 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06695, over 23369.21 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2895, pruned_loss=0.0639, over 2466569.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.05212, over 7725.68 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3033, pruned_loss=0.06632, over 2476834.44 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06869, over 24938.77 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 18:00:50,798 INFO [train.py:927] (5/8) Epoch 14, batch 17600, giga_loss[loss=0.2284, simple_loss=0.3023, pruned_loss=0.07719, over 12373.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2996, pruned_loss=0.06385, over 2475907.53 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06911, over 23975.48 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06403, over 2466640.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05175, over 7737.07 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3016, pruned_loss=0.06473, over 2476753.96 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07056, over 25500.88 utterances.], batch size: 258, lr: 2.76e-04
2022-08-29 18:02:35,227 INFO [train.py:927] (5/8) Epoch 14, batch 17650, giga_loss[loss=0.198, simple_loss=0.2832, pruned_loss=0.05643, over 12407.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2976, pruned_loss=0.06176, over 2475903.46 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06545, over 23379.42 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06399, over 2466783.47 frames. utt_duration=1279 frames, utt_pad_proportion=0.05069, over 7721.29 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2993, pruned_loss=0.06246, over 2476694.39 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06726, over 25039.94 utterances.], batch size: 183, lr: 2.76e-04
2022-08-29 18:04:19,485 INFO [train.py:927] (5/8) Epoch 14, batch 17700, giga_loss[loss=0.2064, simple_loss=0.3024, pruned_loss=0.05518, over 12448.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02821, over 80.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2949, pruned_loss=0.06008, over 2475704.91 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06639, over 23410.48 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2898, pruned_loss=0.06405, over 2466602.41 frames. utt_duration=1281 frames, utt_pad_proportion=0.04983, over 7709.79 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06048, over 2476756.81 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06816, over 25192.70 utterances.], batch size: 80, lr: 2.76e-04
2022-08-29 18:06:05,940 INFO [train.py:927] (5/8) Epoch 14, batch 17750, giga_loss[loss=0.1948, simple_loss=0.2946, pruned_loss=0.04752, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2924, pruned_loss=0.05918, over 2476350.30 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06638, over 23337.94 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2897, pruned_loss=0.06405, over 2466632.09 frames. utt_duration=1285 frames, utt_pad_proportion=0.04902, over 7686.37 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.05938, over 2477380.54 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06813, over 25134.91 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 18:08:03,467 INFO [train.py:927] (5/8) Epoch 14, batch 17800, giga_loss[loss=0.2175, simple_loss=0.3069, pruned_loss=0.06404, over 12458.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03115, over 75.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2934, pruned_loss=0.05898, over 2476791.14 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06561, over 24028.52 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.29, pruned_loss=0.06425, over 2466882.49 frames. utt_duration=1283 frames, utt_pad_proportion=0.04844, over 7699.56 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2943, pruned_loss=0.05887, over 2477571.36 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06726, over 25729.21 utterances.], batch size: 75, lr: 2.76e-04
2022-08-29 18:10:02,069 INFO [train.py:927] (5/8) Epoch 14, batch 17850, giga_loss[loss=0.2113, simple_loss=0.2947, pruned_loss=0.06401, over 12429.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04893, over 161.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.0587, over 2476940.54 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06637, over 24283.04 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06405, over 2467049.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.04752, over 7676.34 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2941, pruned_loss=0.05867, over 2477639.87 frames. utt_duration=382 frames, utt_pad_proportion=0.068, over 26039.15 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 18:12:09,652 INFO [train.py:927] (5/8) Epoch 14, batch 17900, giga_loss[loss=0.1612, simple_loss=0.2518, pruned_loss=0.03528, over 12366.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1826, over 359.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2911, pruned_loss=0.05736, over 2476796.34 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06646, over 24409.67 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06407, over 2466322.80 frames. utt_duration=1292 frames, utt_pad_proportion=0.04648, over 7644.50 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05718, over 2478224.84 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06812, over 26262.25 utterances.], batch size: 359, lr: 2.76e-04
2022-08-29 18:14:20,895 INFO [train.py:927] (5/8) Epoch 14, batch 17950, giga_loss[loss=0.1854, simple_loss=0.2696, pruned_loss=0.05059, over 12375.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02823, over 66.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2887, pruned_loss=0.05589, over 2476562.68 frames. utt_duration=419 frames, utt_pad_proportion=0.06445, over 23718.37 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2898, pruned_loss=0.06416, over 2466449.09 frames. utt_duration=1295 frames, utt_pad_proportion=0.04526, over 7628.08 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2894, pruned_loss=0.05539, over 2477977.02 frames. utt_duration=384.9 frames, utt_pad_proportion=0.0665, over 25841.11 utterances.], batch size: 66, lr: 2.76e-04
2022-08-29 18:16:16,988 INFO [train.py:927] (5/8) Epoch 14, batch 18000, giga_loss[loss=0.1836, simple_loss=0.2777, pruned_loss=0.04474, over 12435.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.068, over 212.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2865, pruned_loss=0.05516, over 2477060.58 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06344, over 23427.95 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06406, over 2466430.96 frames. utt_duration=1298 frames, utt_pad_proportion=0.04461, over 7611.69 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2872, pruned_loss=0.0547, over 2478394.58 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06544, over 25423.15 utterances.], batch size: 212, lr: 2.76e-04
2022-08-29 18:16:16,989 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 18:16:31,577 INFO [train.py:967] (5/8) 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 18:18:31,938 INFO [train.py:927] (5/8) Epoch 14, batch 18050, giga_loss[loss=0.1899, simple_loss=0.2894, pruned_loss=0.0452, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03664, over 113.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2885, pruned_loss=0.0554, over 2477603.83 frames. utt_duration=412.9 frames, utt_pad_proportion=0.0658, over 24076.58 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2898, pruned_loss=0.06417, over 2466315.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.04411, over 7604.51 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2888, pruned_loss=0.05481, over 2478912.29 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06741, over 25876.95 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 18:20:43,806 INFO [train.py:927] (5/8) Epoch 14, batch 18100, libri_loss[loss=0.2674, simple_loss=0.3798, pruned_loss=0.07751, over 12397.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03784, over 46.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2875, pruned_loss=0.05444, over 2477303.27 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06415, over 24236.15 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2904, pruned_loss=0.06431, over 2466161.04 frames. utt_duration=1299 frames, utt_pad_proportion=0.04376, over 7600.52 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2872, pruned_loss=0.05372, over 2478615.64 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06568, over 25886.70 utterances.], batch size: 46, lr: 2.76e-04
2022-08-29 18:22:46,396 INFO [train.py:927] (5/8) Epoch 14, batch 18150, giga_loss[loss=0.208, simple_loss=0.3083, pruned_loss=0.05382, over 12433.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2901, pruned_loss=0.05473, over 2478119.38 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06471, over 24756.11 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2906, pruned_loss=0.0644, over 2465987.43 frames. utt_duration=1300 frames, utt_pad_proportion=0.04321, over 7593.65 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2896, pruned_loss=0.0539, over 2479482.53 frames. utt_duration=377.5 frames, utt_pad_proportion=0.0661, over 26359.21 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 18:24:49,152 INFO [train.py:927] (5/8) Epoch 14, batch 18200, giga_loss[loss=0.1914, simple_loss=0.2916, pruned_loss=0.04559, over 12393.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04499, over 146.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.291, pruned_loss=0.05403, over 2477852.00 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06467, over 24828.27 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2903, pruned_loss=0.06436, over 2465478.30 frames. utt_duration=1302 frames, utt_pad_proportion=0.04261, over 7585.77 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2908, pruned_loss=0.05314, over 2479708.84 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06609, over 26580.24 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 18:26:56,083 INFO [train.py:927] (5/8) Epoch 14, batch 18250, giga_loss[loss=0.2071, simple_loss=0.2978, pruned_loss=0.05822, over 12395.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0523, over 161.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2916, pruned_loss=0.05449, over 2477182.52 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06321, over 23983.50 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2907, pruned_loss=0.0647, over 2465586.96 frames. utt_duration=1299 frames, utt_pad_proportion=0.04211, over 7598.79 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2911, pruned_loss=0.05322, over 2478901.22 frames. utt_duration=385.3 frames, utt_pad_proportion=0.0648, over 25816.80 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 18:29:19,399 INFO [train.py:927] (5/8) Epoch 14, batch 18300, giga_loss[loss=0.2072, simple_loss=0.2836, pruned_loss=0.06538, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.291, pruned_loss=0.05508, over 2477957.76 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06463, over 24194.08 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2906, pruned_loss=0.06476, over 2465893.04 frames. utt_duration=1304 frames, utt_pad_proportion=0.04141, over 7575.10 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2907, pruned_loss=0.05378, over 2479336.06 frames. utt_duration=382 frames, utt_pad_proportion=0.06608, over 26040.82 utterances.], batch size: 356, lr: 2.76e-04
2022-08-29 18:31:23,424 INFO [train.py:927] (5/8) Epoch 14, batch 18350, giga_loss[loss=0.1909, simple_loss=0.2846, pruned_loss=0.04861, over 12445.00 frames. utt_duration=542.3 frames, utt_pad_proportion=0.03152, over 92.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2885, pruned_loss=0.0538, over 2478523.02 frames. utt_duration=428 frames, utt_pad_proportion=0.06061, over 23225.98 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2903, pruned_loss=0.06465, over 2466022.33 frames. utt_duration=1307 frames, utt_pad_proportion=0.04084, over 7554.01 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2886, pruned_loss=0.05263, over 2479764.67 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06237, over 25078.96 utterances.], batch size: 92, lr: 2.76e-04
2022-08-29 18:33:34,005 INFO [train.py:927] (5/8) Epoch 14, batch 18400, giga_loss[loss=0.2085, simple_loss=0.31, pruned_loss=0.05351, over 12435.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04954, over 162.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2868, pruned_loss=0.053, over 2478215.35 frames. utt_duration=430 frames, utt_pad_proportion=0.0608, over 23116.81 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2904, pruned_loss=0.06471, over 2465986.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.04053, over 7548.47 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2867, pruned_loss=0.05192, over 2479332.64 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06231, over 24715.20 utterances.], batch size: 162, lr: 2.76e-04
2022-08-29 18:35:32,363 INFO [train.py:927] (5/8) Epoch 14, batch 18450, giga_loss[loss=0.1863, simple_loss=0.2711, pruned_loss=0.05074, over 12406.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07361, over 212.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2882, pruned_loss=0.05414, over 2478363.39 frames. utt_duration=424.1 frames, utt_pad_proportion=0.05934, over 23439.22 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2902, pruned_loss=0.06469, over 2465904.69 frames. utt_duration=1311 frames, utt_pad_proportion=0.04027, over 7533.03 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2883, pruned_loss=0.05322, over 2479425.17 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06071, over 24849.11 utterances.], batch size: 212, lr: 2.76e-04
2022-08-29 18:37:36,828 INFO [train.py:927] (5/8) Epoch 14, batch 18500, giga_loss[loss=0.2015, simple_loss=0.2896, pruned_loss=0.05672, over 12445.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05602, over 182.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2885, pruned_loss=0.05515, over 2478736.36 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06084, over 23935.11 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2906, pruned_loss=0.06485, over 2466128.26 frames. utt_duration=1310 frames, utt_pad_proportion=0.0401, over 7539.66 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2882, pruned_loss=0.05419, over 2479480.55 frames. utt_duration=395 frames, utt_pad_proportion=0.06195, over 25187.25 utterances.], batch size: 182, lr: 2.76e-04
2022-08-29 18:39:51,953 INFO [train.py:927] (5/8) Epoch 14, batch 18550, giga_loss[loss=0.2045, simple_loss=0.2823, pruned_loss=0.06333, over 12421.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09965, over 257.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2896, pruned_loss=0.05533, over 2478298.49 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06525, over 24787.66 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2903, pruned_loss=0.06464, over 2465625.84 frames. utt_duration=1312 frames, utt_pad_proportion=0.04048, over 7528.47 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2896, pruned_loss=0.0545, over 2479657.35 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06593, over 26236.66 utterances.], batch size: 257, lr: 2.76e-04
2022-08-29 18:42:07,736 INFO [train.py:927] (5/8) Epoch 14, batch 18600, giga_loss[loss=0.1754, simple_loss=0.2583, pruned_loss=0.0462, over 12413.00 frames. utt_duration=233.1 frames, utt_pad_proportion=0.07516, over 214.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05461, over 2478316.66 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07201, over 25956.42 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.29, pruned_loss=0.06445, over 2465672.21 frames. utt_duration=1314 frames, utt_pad_proportion=0.03991, over 7514.09 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2877, pruned_loss=0.05394, over 2479572.67 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07246, over 27438.18 utterances.], batch size: 214, lr: 2.76e-04
2022-08-29 18:44:09,568 INFO [train.py:927] (5/8) Epoch 14, batch 18650, giga_loss[loss=0.18, simple_loss=0.2806, pruned_loss=0.03973, over 12446.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2834, pruned_loss=0.05314, over 2478315.18 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07198, over 25593.37 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2904, pruned_loss=0.06469, over 2465863.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.0449, over 7586.01 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2831, pruned_loss=0.05223, over 2479368.21 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07137, over 27025.97 utterances.], batch size: 75, lr: 2.76e-04
2022-08-29 18:46:07,636 INFO [train.py:927] (5/8) Epoch 14, batch 18700, giga_loss[loss=0.1934, simple_loss=0.2881, pruned_loss=0.04932, over 12423.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0389, over 133.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2836, pruned_loss=0.05337, over 2478633.04 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07126, over 25737.23 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2904, pruned_loss=0.06469, over 2465863.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.0449, over 7586.01 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2834, pruned_loss=0.05265, over 2479452.63 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07081, over 26852.23 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:48:12,024 INFO [train.py:927] (5/8) Epoch 14, batch 18750, giga_loss[loss=0.1896, simple_loss=0.279, pruned_loss=0.0501, over 12441.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04735, over 147.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2817, pruned_loss=0.05196, over 2478208.95 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07209, over 25642.40 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2905, pruned_loss=0.06464, over 2465888.60 frames. utt_duration=1303 frames, utt_pad_proportion=0.04459, over 7576.20 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2813, pruned_loss=0.05133, over 2478941.17 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07183, over 26687.76 utterances.], batch size: 147, lr: 2.76e-04
2022-08-29 18:50:31,029 INFO [train.py:927] (5/8) Epoch 14, batch 18800, giga_loss[loss=0.2233, simple_loss=0.3109, pruned_loss=0.06785, over 12442.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02905, over 122.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2806, pruned_loss=0.05106, over 2477879.06 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06961, over 25004.60 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2904, pruned_loss=0.06463, over 2465740.16 frames. utt_duration=1304 frames, utt_pad_proportion=0.04442, over 7571.31 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2804, pruned_loss=0.05053, over 2478617.03 frames. utt_duration=384 frames, utt_pad_proportion=0.06956, over 25897.28 utterances.], batch size: 122, lr: 2.76e-04
2022-08-29 18:52:29,104 INFO [train.py:927] (5/8) Epoch 14, batch 18850, giga_loss[loss=0.198, simple_loss=0.2876, pruned_loss=0.05426, over 12436.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2805, pruned_loss=0.05151, over 2478041.14 frames. utt_duration=395 frames, utt_pad_proportion=0.07202, over 25170.05 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2905, pruned_loss=0.06469, over 2466225.28 frames. utt_duration=1300 frames, utt_pad_proportion=0.04464, over 7596.87 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2801, pruned_loss=0.0507, over 2478462.02 frames. utt_duration=378.5 frames, utt_pad_proportion=0.07206, over 26271.90 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:54:28,100 INFO [train.py:927] (5/8) Epoch 14, batch 18900, giga_loss[loss=0.1944, simple_loss=0.2881, pruned_loss=0.05039, over 12422.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03941, over 105.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2807, pruned_loss=0.05091, over 2478437.43 frames. utt_duration=392.6 frames, utt_pad_proportion=0.07104, over 25330.49 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2908, pruned_loss=0.06481, over 2466430.83 frames. utt_duration=1282 frames, utt_pad_proportion=0.0497, over 7707.49 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2799, pruned_loss=0.04994, over 2478795.39 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07008, over 26410.81 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 18:56:24,749 INFO [train.py:927] (5/8) Epoch 14, batch 18950, giga_loss[loss=0.2001, simple_loss=0.2971, pruned_loss=0.05157, over 12433.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03488, over 105.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2837, pruned_loss=0.05199, over 2477872.39 frames. utt_duration=391 frames, utt_pad_proportion=0.07197, over 25427.41 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2909, pruned_loss=0.06484, over 2466284.47 frames. utt_duration=1279 frames, utt_pad_proportion=0.04918, over 7721.21 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.0507, over 2478729.07 frames. utt_duration=369.4 frames, utt_pad_proportion=0.07154, over 26925.00 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 18:58:20,808 INFO [train.py:927] (5/8) Epoch 14, batch 19000, giga_loss[loss=0.2097, simple_loss=0.2968, pruned_loss=0.06125, over 12424.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03554, over 105.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2842, pruned_loss=0.05204, over 2477772.29 frames. utt_duration=394.7 frames, utt_pad_proportion=0.0708, over 25188.68 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2906, pruned_loss=0.06467, over 2466201.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.04817, over 7698.59 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2833, pruned_loss=0.05076, over 2478905.16 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07098, over 26969.79 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 19:00:22,942 INFO [train.py:927] (5/8) Epoch 14, batch 19050, libri_loss[loss=0.2568, simple_loss=0.327, pruned_loss=0.09333, over 12337.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.3615, over 121.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2818, pruned_loss=0.05105, over 2477781.26 frames. utt_duration=392.9 frames, utt_pad_proportion=0.07093, over 25305.11 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2904, pruned_loss=0.06472, over 2466368.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05333, over 7780.85 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2812, pruned_loss=0.04967, over 2478801.12 frames. utt_duration=367.7 frames, utt_pad_proportion=0.06982, over 27055.20 utterances.], batch size: 121, lr: 2.76e-04
2022-08-29 19:02:20,412 INFO [train.py:927] (5/8) Epoch 14, batch 19100, giga_loss[loss=0.1918, simple_loss=0.2834, pruned_loss=0.05011, over 12465.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03179, over 92.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2814, pruned_loss=0.05173, over 2477222.55 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07323, over 25114.72 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2906, pruned_loss=0.06485, over 2466506.33 frames. utt_duration=1265 frames, utt_pad_proportion=0.05276, over 7806.44 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2804, pruned_loss=0.05001, over 2478310.10 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07253, over 27129.15 utterances.], batch size: 92, lr: 2.76e-04
2022-08-29 19:04:27,066 INFO [train.py:927] (5/8) Epoch 14, batch 19150, giga_loss[loss=0.1834, simple_loss=0.2768, pruned_loss=0.04498, over 12363.00 frames. utt_duration=660.4 frames, utt_pad_proportion=0.03305, over 75.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.283, pruned_loss=0.05243, over 2477107.96 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07191, over 24514.40 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2907, pruned_loss=0.06492, over 2466526.83 frames. utt_duration=1269 frames, utt_pad_proportion=0.05191, over 7786.36 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2819, pruned_loss=0.0506, over 2478283.04 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0718, over 26671.25 utterances.], batch size: 75, lr: 2.76e-04
2022-08-29 19:06:23,873 INFO [train.py:927] (5/8) Epoch 14, batch 19200, giga_loss[loss=0.2121, simple_loss=0.3023, pruned_loss=0.06096, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03185, over 80.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2846, pruned_loss=0.05319, over 2476889.19 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07346, over 24497.65 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2912, pruned_loss=0.06508, over 2466569.45 frames. utt_duration=1255 frames, utt_pad_proportion=0.05564, over 7870.53 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05125, over 2478064.81 frames. utt_duration=374 frames, utt_pad_proportion=0.07243, over 26589.46 utterances.], batch size: 80, lr: 2.76e-04
2022-08-29 19:08:23,806 INFO [train.py:927] (5/8) Epoch 14, batch 19250, giga_loss[loss=0.1856, simple_loss=0.2628, pruned_loss=0.05423, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1757, over 356.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2874, pruned_loss=0.05385, over 2477388.05 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07555, over 24883.67 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2919, pruned_loss=0.06508, over 2466850.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.05909, over 7930.15 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2854, pruned_loss=0.05199, over 2478365.44 frames. utt_duration=369 frames, utt_pad_proportion=0.07392, over 26957.26 utterances.], batch size: 356, lr: 2.76e-04
2022-08-29 19:10:37,544 INFO [train.py:927] (5/8) Epoch 14, batch 19300, giga_loss[loss=0.1877, simple_loss=0.2816, pruned_loss=0.04694, over 12315.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03273, over 70.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05342, over 2477658.31 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07521, over 24495.86 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2916, pruned_loss=0.06499, over 2467144.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.05761, over 7895.27 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2844, pruned_loss=0.05164, over 2478490.02 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07448, over 26725.52 utterances.], batch size: 70, lr: 2.76e-04
2022-08-29 19:12:35,650 INFO [train.py:927] (5/8) Epoch 14, batch 19350, giga_loss[loss=0.2025, simple_loss=0.2858, pruned_loss=0.05962, over 12358.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02946, over 91.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2854, pruned_loss=0.0537, over 2477232.55 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07924, over 25525.43 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2915, pruned_loss=0.065, over 2466887.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.05737, over 7901.02 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05196, over 2478385.79 frames. utt_duration=358.3 frames, utt_pad_proportion=0.07857, over 27761.12 utterances.], batch size: 91, lr: 2.75e-04
2022-08-29 19:14:41,437 INFO [train.py:927] (5/8) Epoch 14, batch 19400, giga_loss[loss=0.166, simple_loss=0.2619, pruned_loss=0.03508, over 12442.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03744, over 133.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2838, pruned_loss=0.05343, over 2477252.13 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07653, over 24923.26 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2918, pruned_loss=0.06509, over 2467087.22 frames. utt_duration=1249 frames, utt_pad_proportion=0.05628, over 7911.40 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2823, pruned_loss=0.05162, over 2478327.10 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07666, over 27232.35 utterances.], batch size: 133, lr: 2.75e-04
2022-08-29 19:16:36,150 INFO [train.py:927] (5/8) Epoch 14, batch 19450, giga_loss[loss=0.1872, simple_loss=0.2795, pruned_loss=0.04746, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05572, over 181.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2834, pruned_loss=0.0528, over 2477215.69 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07397, over 24439.65 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2915, pruned_loss=0.06494, over 2467387.08 frames. utt_duration=1253 frames, utt_pad_proportion=0.05451, over 7883.97 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2822, pruned_loss=0.05096, over 2478221.56 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07499, over 27037.66 utterances.], batch size: 181, lr: 2.75e-04
2022-08-29 19:18:34,566 INFO [train.py:927] (5/8) Epoch 14, batch 19500, giga_loss[loss=0.1804, simple_loss=0.2769, pruned_loss=0.04198, over 12421.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03253, over 122.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2848, pruned_loss=0.05208, over 2478025.07 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07143, over 24163.15 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2916, pruned_loss=0.06506, over 2467715.80 frames. utt_duration=1254 frames, utt_pad_proportion=0.05354, over 7878.88 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2835, pruned_loss=0.05022, over 2478772.34 frames. utt_duration=374 frames, utt_pad_proportion=0.07288, over 26599.07 utterances.], batch size: 122, lr: 2.75e-04
2022-08-29 19:20:41,985 INFO [train.py:927] (5/8) Epoch 14, batch 19550, giga_loss[loss=0.2083, simple_loss=0.2817, pruned_loss=0.06752, over 12395.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1787, over 358.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2847, pruned_loss=0.05142, over 2478026.21 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07028, over 23928.35 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.06487, over 2467757.76 frames. utt_duration=1256 frames, utt_pad_proportion=0.05316, over 7866.10 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2838, pruned_loss=0.05001, over 2478661.57 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07166, over 25985.34 utterances.], batch size: 358, lr: 2.75e-04
2022-08-29 19:22:50,840 INFO [train.py:927] (5/8) Epoch 14, batch 19600, giga_loss[loss=0.2037, simple_loss=0.29, pruned_loss=0.05867, over 12387.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07529, over 212.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2852, pruned_loss=0.05172, over 2477705.94 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07078, over 24400.07 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2915, pruned_loss=0.06475, over 2467651.86 frames. utt_duration=1259 frames, utt_pad_proportion=0.05178, over 7849.18 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2842, pruned_loss=0.05028, over 2478609.44 frames. utt_duration=374 frames, utt_pad_proportion=0.07237, over 26591.54 utterances.], batch size: 212, lr: 2.75e-04
2022-08-29 19:25:03,319 INFO [train.py:927] (5/8) Epoch 14, batch 19650, giga_loss[loss=0.2297, simple_loss=0.3233, pruned_loss=0.06803, over 12334.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02685, over 79.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2863, pruned_loss=0.05214, over 2477678.51 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07175, over 25196.12 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2918, pruned_loss=0.06501, over 2467710.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.05213, over 7864.38 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2851, pruned_loss=0.05056, over 2478489.83 frames. utt_duration=366.3 frames, utt_pad_proportion=0.0729, over 27155.80 utterances.], batch size: 79, lr: 2.75e-04
2022-08-29 19:27:15,455 INFO [train.py:927] (5/8) Epoch 14, batch 19700, libri_loss[loss=0.1921, simple_loss=0.2795, pruned_loss=0.05235, over 12401.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008306, over 38.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2881, pruned_loss=0.05326, over 2477396.96 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07254, over 24450.71 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.292, pruned_loss=0.06524, over 2467979.93 frames. utt_duration=1235 frames, utt_pad_proportion=0.05927, over 8001.92 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2867, pruned_loss=0.05124, over 2478246.50 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07185, over 26674.26 utterances.], batch size: 38, lr: 2.75e-04
2022-08-29 19:29:36,433 INFO [train.py:927] (5/8) Epoch 14, batch 19750, giga_loss[loss=0.2519, simple_loss=0.3341, pruned_loss=0.08484, over 12391.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05563, over 181.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05318, over 2476969.16 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07129, over 24310.12 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.06519, over 2467794.57 frames. utt_duration=1237 frames, utt_pad_proportion=0.05866, over 7988.58 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2864, pruned_loss=0.05122, over 2478088.82 frames. utt_duration=373.4 frames, utt_pad_proportion=0.0711, over 26630.34 utterances.], batch size: 181, lr: 2.75e-04
2022-08-29 19:31:41,883 INFO [train.py:927] (5/8) Epoch 14, batch 19800, giga_loss[loss=0.2022, simple_loss=0.2922, pruned_loss=0.05614, over 12431.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04202, over 146.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2857, pruned_loss=0.05157, over 2477216.94 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07098, over 24198.70 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2915, pruned_loss=0.06503, over 2467693.25 frames. utt_duration=1241 frames, utt_pad_proportion=0.05818, over 7965.80 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.285, pruned_loss=0.04999, over 2478306.01 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07101, over 26266.06 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 19:33:42,661 INFO [train.py:927] (5/8) Epoch 14, batch 19850, giga_loss[loss=0.1727, simple_loss=0.2713, pruned_loss=0.03703, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2874, pruned_loss=0.05181, over 2477830.88 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06864, over 24385.92 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2916, pruned_loss=0.06503, over 2467756.04 frames. utt_duration=1242 frames, utt_pad_proportion=0.05773, over 7957.15 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2868, pruned_loss=0.05045, over 2478723.91 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06897, over 26178.38 utterances.], batch size: 70, lr: 2.75e-04
2022-08-29 19:35:38,558 INFO [train.py:927] (5/8) Epoch 14, batch 19900, giga_loss[loss=0.1927, simple_loss=0.2743, pruned_loss=0.05557, over 12423.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06874, over 212.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2876, pruned_loss=0.05266, over 2478041.13 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0672, over 24021.81 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2925, pruned_loss=0.06553, over 2468093.11 frames. utt_duration=1227 frames, utt_pad_proportion=0.06163, over 8058.62 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2861, pruned_loss=0.05074, over 2478719.66 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06649, over 25814.48 utterances.], batch size: 212, lr: 2.75e-04
2022-08-29 19:37:32,676 INFO [train.py:927] (5/8) Epoch 14, batch 19950, giga_loss[loss=0.2218, simple_loss=0.3165, pruned_loss=0.06356, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03897, over 113.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.289, pruned_loss=0.05384, over 2478182.34 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06722, over 24409.64 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2928, pruned_loss=0.06578, over 2468332.47 frames. utt_duration=1214 frames, utt_pad_proportion=0.06522, over 8144.97 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2874, pruned_loss=0.05183, over 2478734.27 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06578, over 26114.48 utterances.], batch size: 113, lr: 2.75e-04
2022-08-29 19:39:17,452 INFO [train.py:927] (5/8) Epoch 14, batch 20000, giga_loss[loss=0.2393, simple_loss=0.3337, pruned_loss=0.07251, over 12367.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03171, over 97.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2957, pruned_loss=0.05754, over 2477484.18 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06987, over 23200.51 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2932, pruned_loss=0.06609, over 2468309.48 frames. utt_duration=1206 frames, utt_pad_proportion=0.06808, over 8193.72 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2942, pruned_loss=0.0554, over 2478197.21 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0678, over 24949.25 utterances.], batch size: 97, lr: 2.75e-04
2022-08-29 19:41:01,758 INFO [train.py:927] (5/8) Epoch 14, batch 20050, giga_loss[loss=0.2015, simple_loss=0.2945, pruned_loss=0.05429, over 12367.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2955, pruned_loss=0.05852, over 2476381.16 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07199, over 22740.00 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2933, pruned_loss=0.06623, over 2467975.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.06738, over 8165.99 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2943, pruned_loss=0.05661, over 2477353.82 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07042, over 24344.55 utterances.], batch size: 97, lr: 2.75e-04
2022-08-29 19:42:45,355 INFO [train.py:927] (5/8) Epoch 14, batch 20100, giga_loss[loss=0.2117, simple_loss=0.2796, pruned_loss=0.07194, over 12372.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2895, pruned_loss=0.05687, over 2475389.43 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07269, over 22157.06 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2935, pruned_loss=0.06623, over 2468140.69 frames. utt_duration=1195 frames, utt_pad_proportion=0.07183, over 8274.57 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2883, pruned_loss=0.05513, over 2476184.18 frames. utt_duration=420 frames, utt_pad_proportion=0.06986, over 23659.77 utterances.], batch size: 259, lr: 2.75e-04
2022-08-29 19:44:30,437 INFO [train.py:927] (5/8) Epoch 14, batch 20150, giga_loss[loss=0.1803, simple_loss=0.2609, pruned_loss=0.04983, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0298, over 42.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2811, pruned_loss=0.05388, over 2473938.79 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07516, over 21852.42 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2933, pruned_loss=0.06608, over 2467837.91 frames. utt_duration=1198 frames, utt_pad_proportion=0.07108, over 8247.56 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2802, pruned_loss=0.05248, over 2474935.03 frames. utt_duration=427 frames, utt_pad_proportion=0.07301, over 23255.80 utterances.], batch size: 42, lr: 2.75e-04
2022-08-29 19:46:13,800 INFO [train.py:927] (5/8) Epoch 14, batch 20200, giga_loss[loss=0.1383, simple_loss=0.2222, pruned_loss=0.02718, over 12205.00 frames. utt_duration=1879 frames, utt_pad_proportion=0.05667, over 26.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2745, pruned_loss=0.05148, over 2473121.26 frames. utt_duration=486 frames, utt_pad_proportion=0.06965, over 20414.01 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2934, pruned_loss=0.06614, over 2467745.90 frames. utt_duration=1202 frames, utt_pad_proportion=0.07002, over 8219.86 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.2734, pruned_loss=0.05008, over 2474092.78 frames. utt_duration=455.7 frames, utt_pad_proportion=0.06851, over 21784.12 utterances.], batch size: 26, lr: 2.75e-04
2022-08-29 19:47:57,852 INFO [train.py:927] (5/8) Epoch 14, batch 20250, giga_loss[loss=0.181, simple_loss=0.2589, pruned_loss=0.05159, over 12291.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02353, over 54.00 utterances.], tot_loss[loss=0.1851, simple_loss=0.2702, pruned_loss=0.04997, over 2473202.94 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06609, over 19343.49 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2933, pruned_loss=0.06616, over 2467805.18 frames. utt_duration=1203 frames, utt_pad_proportion=0.06929, over 8214.49 utterances.], giga_tot_loss[loss=0.1829, simple_loss=0.2688, pruned_loss=0.04844, over 2474064.40 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06558, over 20754.22 utterances.], batch size: 54, lr: 2.75e-04
2022-08-29 19:49:41,728 INFO [train.py:927] (5/8) Epoch 14, batch 20300, giga_loss[loss=0.159, simple_loss=0.2331, pruned_loss=0.04241, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03528, over 37.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.265, pruned_loss=0.04821, over 2473508.02 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06407, over 19101.50 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.06604, over 2467906.83 frames. utt_duration=1208 frames, utt_pad_proportion=0.06859, over 8185.42 utterances.], giga_tot_loss[loss=0.1788, simple_loss=0.264, pruned_loss=0.04686, over 2474173.14 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06402, over 20393.28 utterances.], batch size: 37, lr: 2.75e-04
2022-08-29 19:51:25,824 INFO [train.py:927] (5/8) Epoch 14, batch 20350, giga_loss[loss=0.152, simple_loss=0.2311, pruned_loss=0.03649, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02852, over 45.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2625, pruned_loss=0.04775, over 2473637.18 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06307, over 19152.79 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2929, pruned_loss=0.06616, over 2467694.75 frames. utt_duration=1213 frames, utt_pad_proportion=0.06708, over 8144.32 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.2608, pruned_loss=0.0461, over 2474512.89 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06361, over 20520.98 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 19:53:09,327 INFO [train.py:927] (5/8) Epoch 14, batch 20400, giga_loss[loss=0.1407, simple_loss=0.2235, pruned_loss=0.02894, over 12379.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04541, over 146.00 utterances.], tot_loss[loss=0.1735, simple_loss=0.2564, pruned_loss=0.04525, over 2474413.73 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06104, over 18902.23 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.293, pruned_loss=0.06623, over 2467791.28 frames. utt_duration=1214 frames, utt_pad_proportion=0.0668, over 8142.60 utterances.], giga_tot_loss[loss=0.1712, simple_loss=0.2549, pruned_loss=0.04379, over 2475036.03 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06168, over 20026.85 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 19:54:54,464 INFO [train.py:927] (5/8) Epoch 14, batch 20450, giga_loss[loss=0.1844, simple_loss=0.279, pruned_loss=0.04487, over 12330.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.1777, simple_loss=0.2605, pruned_loss=0.04748, over 2475054.86 frames. utt_duration=517 frames, utt_pad_proportion=0.06518, over 19203.24 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2928, pruned_loss=0.06632, over 2467879.89 frames. utt_duration=1210 frames, utt_pad_proportion=0.06931, over 8167.25 utterances.], giga_tot_loss[loss=0.1749, simple_loss=0.2584, pruned_loss=0.04568, over 2475656.75 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06451, over 20380.77 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 19:56:37,919 INFO [train.py:927] (5/8) Epoch 14, batch 20500, giga_loss[loss=0.189, simple_loss=0.2795, pruned_loss=0.04919, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03642, over 28.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.2698, pruned_loss=0.05191, over 2474674.77 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06094, over 18562.84 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2921, pruned_loss=0.06611, over 2467472.35 frames. utt_duration=1220 frames, utt_pad_proportion=0.06755, over 8098.95 utterances.], giga_tot_loss[loss=0.1838, simple_loss=0.2677, pruned_loss=0.04995, over 2475818.95 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06121, over 20014.82 utterances.], batch size: 28, lr: 2.75e-04
2022-08-29 19:58:20,809 INFO [train.py:927] (5/8) Epoch 14, batch 20550, giga_loss[loss=0.1883, simple_loss=0.292, pruned_loss=0.04232, over 12437.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03849, over 123.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.277, pruned_loss=0.05437, over 2472987.44 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05804, over 17732.76 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2919, pruned_loss=0.06597, over 2467001.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.06569, over 8048.99 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2748, pruned_loss=0.05245, over 2474580.79 frames. utt_duration=513.8 frames, utt_pad_proportion=0.05909, over 19321.82 utterances.], batch size: 123, lr: 2.75e-04
2022-08-29 20:00:06,422 INFO [train.py:927] (5/8) Epoch 14, batch 20600, giga_loss[loss=0.2521, simple_loss=0.3291, pruned_loss=0.08756, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03152, over 85.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2815, pruned_loss=0.05533, over 2474263.87 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05584, over 17708.52 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.292, pruned_loss=0.06599, over 2466971.62 frames. utt_duration=1226 frames, utt_pad_proportion=0.06568, over 8059.74 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2797, pruned_loss=0.05377, over 2475558.58 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05681, over 18981.47 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:01:49,514 INFO [train.py:927] (5/8) Epoch 14, batch 20650, giga_loss[loss=0.2166, simple_loss=0.2986, pruned_loss=0.06732, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03186, over 40.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2853, pruned_loss=0.05763, over 2473462.07 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05715, over 17288.30 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2923, pruned_loss=0.06621, over 2466925.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06451, over 8048.41 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2834, pruned_loss=0.05596, over 2474676.86 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05822, over 18526.40 utterances.], batch size: 40, lr: 2.75e-04
2022-08-29 20:03:33,567 INFO [train.py:927] (5/8) Epoch 14, batch 20700, giga_loss[loss=0.2488, simple_loss=0.3388, pruned_loss=0.07941, over 12386.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04634, over 31.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2898, pruned_loss=0.0592, over 2472780.29 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05964, over 17778.61 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2923, pruned_loss=0.06595, over 2466448.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.06384, over 8021.80 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2882, pruned_loss=0.05803, over 2474262.06 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06059, over 18917.59 utterances.], batch size: 31, lr: 2.75e-04
2022-08-29 20:05:15,781 INFO [train.py:927] (5/8) Epoch 14, batch 20750, giga_loss[loss=0.1917, simple_loss=0.2858, pruned_loss=0.04883, over 12349.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04557, over 26.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2928, pruned_loss=0.0604, over 2473094.52 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06866, over 18316.75 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2921, pruned_loss=0.0658, over 2466748.21 frames. utt_duration=1221 frames, utt_pad_proportion=0.06683, over 8087.78 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2916, pruned_loss=0.05937, over 2474265.33 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06781, over 19531.33 utterances.], batch size: 26, lr: 2.75e-04
2022-08-29 20:07:01,474 INFO [train.py:927] (5/8) Epoch 14, batch 20800, giga_loss[loss=0.2221, simple_loss=0.3091, pruned_loss=0.06756, over 12391.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06422, over 183.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2942, pruned_loss=0.05977, over 2473205.88 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06399, over 17778.51 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.292, pruned_loss=0.06582, over 2466578.10 frames. utt_duration=1225 frames, utt_pad_proportion=0.06586, over 8067.11 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2934, pruned_loss=0.05885, over 2474400.03 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06391, over 18933.00 utterances.], batch size: 183, lr: 2.75e-04
2022-08-29 20:08:43,925 INFO [train.py:927] (5/8) Epoch 14, batch 20850, giga_loss[loss=0.2054, simple_loss=0.2951, pruned_loss=0.05789, over 12374.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2945, pruned_loss=0.05942, over 2473475.99 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06592, over 17614.34 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.06578, over 2466631.53 frames. utt_duration=1223 frames, utt_pad_proportion=0.06558, over 8075.57 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.05853, over 2474584.76 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0658, over 18785.29 utterances.], batch size: 66, lr: 2.75e-04
2022-08-29 20:10:26,470 INFO [train.py:927] (5/8) Epoch 14, batch 20900, giga_loss[loss=0.2542, simple_loss=0.3313, pruned_loss=0.08854, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02714, over 48.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2949, pruned_loss=0.06049, over 2473624.15 frames. utt_duration=589 frames, utt_pad_proportion=0.06624, over 16840.99 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.292, pruned_loss=0.06611, over 2466768.66 frames. utt_duration=1212 frames, utt_pad_proportion=0.06844, over 8149.09 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05921, over 2474682.85 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0649, over 18088.38 utterances.], batch size: 48, lr: 2.75e-04
2022-08-29 20:12:10,988 INFO [train.py:927] (5/8) Epoch 14, batch 20950, giga_loss[loss=0.197, simple_loss=0.2867, pruned_loss=0.05365, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03004, over 42.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2957, pruned_loss=0.06222, over 2473384.79 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06452, over 16833.11 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2917, pruned_loss=0.06591, over 2467022.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.06674, over 8126.43 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2958, pruned_loss=0.0612, over 2474242.43 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06427, over 18185.41 utterances.], batch size: 42, lr: 2.75e-04
2022-08-29 20:13:57,070 INFO [train.py:927] (5/8) Epoch 14, batch 21000, giga_loss[loss=0.1872, simple_loss=0.2807, pruned_loss=0.04685, over 12349.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2949, pruned_loss=0.06218, over 2473786.81 frames. utt_duration=583 frames, utt_pad_proportion=0.0619, over 17017.35 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2917, pruned_loss=0.06589, over 2467235.42 frames. utt_duration=1216 frames, utt_pad_proportion=0.06625, over 8128.16 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2949, pruned_loss=0.06136, over 2474327.89 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06205, over 18159.28 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:13:57,072 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 20:14:11,876 INFO [train.py:967] (5/8) 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 20:15:54,379 INFO [train.py:927] (5/8) Epoch 14, batch 21050, giga_loss[loss=0.2185, simple_loss=0.2981, pruned_loss=0.06947, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2938, pruned_loss=0.06127, over 2473649.04 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05775, over 16939.34 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.0658, over 2467236.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.06601, over 8120.51 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2938, pruned_loss=0.0607, over 2474103.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05818, over 17883.04 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 20:17:38,823 INFO [train.py:927] (5/8) Epoch 14, batch 21100, giga_loss[loss=0.191, simple_loss=0.2732, pruned_loss=0.05442, over 12404.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2907, pruned_loss=0.06019, over 2474298.48 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06553, over 17851.60 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2919, pruned_loss=0.06571, over 2467454.23 frames. utt_duration=1219 frames, utt_pad_proportion=0.06525, over 8104.76 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2906, pruned_loss=0.05975, over 2474556.42 frames. utt_duration=530 frames, utt_pad_proportion=0.06577, over 18729.82 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 20:19:23,021 INFO [train.py:927] (5/8) Epoch 14, batch 21150, giga_loss[loss=0.1951, simple_loss=0.2772, pruned_loss=0.05651, over 12407.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05626, over 162.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2869, pruned_loss=0.05878, over 2474428.43 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06839, over 18403.58 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2913, pruned_loss=0.06525, over 2467347.50 frames. utt_duration=1229 frames, utt_pad_proportion=0.06283, over 8040.04 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2872, pruned_loss=0.05856, over 2475019.53 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06944, over 19628.82 utterances.], batch size: 162, lr: 2.75e-04
2022-08-29 20:21:07,415 INFO [train.py:927] (5/8) Epoch 14, batch 21200, giga_loss[loss=0.2247, simple_loss=0.3017, pruned_loss=0.07381, over 12394.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03554, over 80.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2862, pruned_loss=0.05846, over 2473429.46 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06349, over 17493.21 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2913, pruned_loss=0.06529, over 2467273.20 frames. utt_duration=1233 frames, utt_pad_proportion=0.0612, over 8014.94 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2863, pruned_loss=0.05804, over 2474202.63 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06534, over 18822.37 utterances.], batch size: 80, lr: 2.75e-04
2022-08-29 20:22:49,875 INFO [train.py:927] (5/8) Epoch 14, batch 21250, giga_loss[loss=0.1563, simple_loss=0.2442, pruned_loss=0.03423, over 12333.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.0273, over 74.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2852, pruned_loss=0.05848, over 2472981.73 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06391, over 17360.44 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2915, pruned_loss=0.06543, over 2467107.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.06061, over 8005.86 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2849, pruned_loss=0.05791, over 2473852.90 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06561, over 18593.44 utterances.], batch size: 74, lr: 2.75e-04
2022-08-29 20:24:31,697 INFO [train.py:927] (5/8) Epoch 14, batch 21300, giga_loss[loss=0.1952, simple_loss=0.2819, pruned_loss=0.05424, over 12444.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04648, over 34.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2821, pruned_loss=0.05738, over 2473510.08 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06084, over 16713.81 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2916, pruned_loss=0.0655, over 2467402.09 frames. utt_duration=1226 frames, utt_pad_proportion=0.06398, over 8063.14 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2818, pruned_loss=0.05672, over 2474045.92 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06111, over 17801.83 utterances.], batch size: 34, lr: 2.75e-04
2022-08-29 20:26:14,605 INFO [train.py:927] (5/8) Epoch 14, batch 21350, giga_loss[loss=0.1833, simple_loss=0.2596, pruned_loss=0.05354, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04047, over 37.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2784, pruned_loss=0.05603, over 2473246.11 frames. utt_duration=615.4 frames, utt_pad_proportion=0.0586, over 16115.28 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2914, pruned_loss=0.06543, over 2467186.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.06354, over 8044.55 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2781, pruned_loss=0.05549, over 2473918.44 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05912, over 17064.67 utterances.], batch size: 37, lr: 2.75e-04
2022-08-29 20:27:55,834 INFO [train.py:927] (5/8) Epoch 14, batch 21400, giga_loss[loss=0.1594, simple_loss=0.2437, pruned_loss=0.03753, over 12334.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05359, over 34.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2751, pruned_loss=0.05455, over 2472651.34 frames. utt_duration=632.3 frames, utt_pad_proportion=0.05458, over 15678.69 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2914, pruned_loss=0.06531, over 2466932.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.06288, over 8018.01 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2747, pruned_loss=0.05409, over 2473502.49 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05546, over 16561.18 utterances.], batch size: 34, lr: 2.75e-04
2022-08-29 20:29:40,250 INFO [train.py:927] (5/8) Epoch 14, batch 21450, giga_loss[loss=0.1955, simple_loss=0.2725, pruned_loss=0.05929, over 12331.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02516, over 45.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2727, pruned_loss=0.05374, over 2472367.39 frames. utt_duration=642 frames, utt_pad_proportion=0.0554, over 15439.59 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2914, pruned_loss=0.06535, over 2467216.82 frames. utt_duration=1234 frames, utt_pad_proportion=0.06204, over 8004.65 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2721, pruned_loss=0.05317, over 2472888.54 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05636, over 16283.75 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 20:31:25,133 INFO [train.py:927] (5/8) Epoch 14, batch 21500, giga_loss[loss=0.2107, simple_loss=0.2976, pruned_loss=0.06192, over 12455.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03716, over 123.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2725, pruned_loss=0.05428, over 2472940.92 frames. utt_duration=642.3 frames, utt_pad_proportion=0.05504, over 15436.89 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06552, over 2467120.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.06139, over 7987.71 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2718, pruned_loss=0.05354, over 2473501.43 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05605, over 16210.48 utterances.], batch size: 123, lr: 2.75e-04
2022-08-29 20:33:08,507 INFO [train.py:927] (5/8) Epoch 14, batch 21550, giga_loss[loss=0.3049, simple_loss=0.3679, pruned_loss=0.1209, over 12391.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2782, pruned_loss=0.05768, over 2472299.88 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06199, over 16484.89 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2914, pruned_loss=0.06556, over 2467214.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06073, over 7965.03 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2774, pruned_loss=0.05693, over 2472709.57 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06277, over 17227.84 utterances.], batch size: 258, lr: 2.75e-04
2022-08-29 20:34:48,942 INFO [train.py:927] (5/8) Epoch 14, batch 21600, giga_loss[loss=0.2068, simple_loss=0.2903, pruned_loss=0.06159, over 12261.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02821, over 54.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2841, pruned_loss=0.05967, over 2472361.68 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05736, over 16547.37 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2917, pruned_loss=0.06545, over 2467381.92 frames. utt_duration=1243 frames, utt_pad_proportion=0.06002, over 7949.60 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2831, pruned_loss=0.05908, over 2472618.16 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05843, over 17256.96 utterances.], batch size: 54, lr: 2.75e-04
2022-08-29 20:36:33,671 INFO [train.py:927] (5/8) Epoch 14, batch 21650, giga_loss[loss=0.2015, simple_loss=0.2923, pruned_loss=0.05537, over 12424.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.039, over 105.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2894, pruned_loss=0.06138, over 2471977.22 frames. utt_duration=593 frames, utt_pad_proportion=0.05834, over 16716.19 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2915, pruned_loss=0.06539, over 2467513.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.05958, over 7938.12 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2887, pruned_loss=0.06093, over 2472097.48 frames. utt_duration=571 frames, utt_pad_proportion=0.0593, over 17363.07 utterances.], batch size: 105, lr: 2.75e-04
2022-08-29 20:38:14,400 INFO [train.py:927] (5/8) Epoch 14, batch 21700, giga_loss[loss=0.1896, simple_loss=0.2824, pruned_loss=0.04837, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2923, pruned_loss=0.06191, over 2471884.72 frames. utt_duration=573 frames, utt_pad_proportion=0.06135, over 17300.97 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2913, pruned_loss=0.06532, over 2467519.38 frames. utt_duration=1248 frames, utt_pad_proportion=0.05844, over 7919.79 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.292, pruned_loss=0.06152, over 2472100.53 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06246, over 18134.52 utterances.], batch size: 98, lr: 2.75e-04
2022-08-29 20:39:55,959 INFO [train.py:927] (5/8) Epoch 14, batch 21750, giga_loss[loss=0.2145, simple_loss=0.3069, pruned_loss=0.0611, over 12421.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06707, over 184.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.06086, over 2471560.54 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06307, over 18195.84 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2915, pruned_loss=0.06546, over 2467588.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.06225, over 7995.19 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2918, pruned_loss=0.0604, over 2471684.29 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06235, over 18823.55 utterances.], batch size: 184, lr: 2.75e-04
2022-08-29 20:41:40,941 INFO [train.py:927] (5/8) Epoch 14, batch 21800, giga_loss[loss=0.2181, simple_loss=0.3031, pruned_loss=0.06658, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03452, over 86.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2937, pruned_loss=0.06142, over 2472669.22 frames. utt_duration=523.1 frames, utt_pad_proportion=0.0664, over 18961.99 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2918, pruned_loss=0.06567, over 2467544.24 frames. utt_duration=1238 frames, utt_pad_proportion=0.06174, over 7982.25 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2931, pruned_loss=0.06075, over 2472939.97 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06592, over 19799.81 utterances.], batch size: 86, lr: 2.75e-04
2022-08-29 20:43:21,314 INFO [train.py:927] (5/8) Epoch 14, batch 21850, giga_loss[loss=0.2594, simple_loss=0.3353, pruned_loss=0.09172, over 12367.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05325, over 161.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2954, pruned_loss=0.06212, over 2471942.76 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06435, over 18492.72 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2918, pruned_loss=0.06561, over 2467275.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06103, over 7980.41 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2951, pruned_loss=0.06152, over 2472549.40 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0643, over 19490.93 utterances.], batch size: 161, lr: 2.75e-04
2022-08-29 20:45:09,200 INFO [train.py:927] (5/8) Epoch 14, batch 21900, giga_loss[loss=0.2241, simple_loss=0.3135, pruned_loss=0.06738, over 12436.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04104, over 146.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2971, pruned_loss=0.06353, over 2472550.19 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06741, over 18849.30 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2916, pruned_loss=0.06552, over 2467135.74 frames. utt_duration=1243 frames, utt_pad_proportion=0.06015, over 7952.01 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.297, pruned_loss=0.06308, over 2473236.77 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06753, over 19840.69 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 20:46:51,016 INFO [train.py:927] (5/8) Epoch 14, batch 21950, giga_loss[loss=0.2109, simple_loss=0.3023, pruned_loss=0.05969, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03055, over 42.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.298, pruned_loss=0.06447, over 2472931.78 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06572, over 18405.01 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2915, pruned_loss=0.06556, over 2467310.59 frames. utt_duration=1247 frames, utt_pad_proportion=0.05867, over 7923.33 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2982, pruned_loss=0.06401, over 2473499.77 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06651, over 19562.26 utterances.], batch size: 42, lr: 2.75e-04
2022-08-29 20:48:34,347 INFO [train.py:927] (5/8) Epoch 14, batch 22000, giga_loss[loss=0.2293, simple_loss=0.3178, pruned_loss=0.0704, over 12477.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03744, over 31.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2996, pruned_loss=0.06498, over 2471908.07 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06318, over 17519.54 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2918, pruned_loss=0.06584, over 2467183.10 frames. utt_duration=1237 frames, utt_pad_proportion=0.06273, over 7989.61 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2996, pruned_loss=0.06434, over 2472546.19 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06228, over 18509.02 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 20:50:19,088 INFO [train.py:927] (5/8) Epoch 14, batch 22050, giga_loss[loss=0.1866, simple_loss=0.2692, pruned_loss=0.05197, over 12397.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04485, over 26.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2996, pruned_loss=0.06503, over 2472092.90 frames. utt_duration=579 frames, utt_pad_proportion=0.06443, over 17122.26 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2923, pruned_loss=0.06617, over 2467370.81 frames. utt_duration=1221 frames, utt_pad_proportion=0.06755, over 8094.59 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2993, pruned_loss=0.06424, over 2472480.73 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06185, over 17890.72 utterances.], batch size: 26, lr: 2.74e-04
2022-08-29 20:52:01,799 INFO [train.py:927] (5/8) Epoch 14, batch 22100, giga_loss[loss=0.2461, simple_loss=0.3208, pruned_loss=0.08567, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03443, over 80.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2982, pruned_loss=0.06514, over 2471918.46 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06374, over 16704.93 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2919, pruned_loss=0.06602, over 2467089.41 frames. utt_duration=1225 frames, utt_pad_proportion=0.06578, over 8062.52 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2985, pruned_loss=0.06461, over 2472648.46 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06231, over 17670.59 utterances.], batch size: 80, lr: 2.74e-04
2022-08-29 20:53:44,211 INFO [train.py:927] (5/8) Epoch 14, batch 22150, giga_loss[loss=0.2306, simple_loss=0.3149, pruned_loss=0.07321, over 12401.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.0688, over 211.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06492, over 2471745.96 frames. utt_duration=614.1 frames, utt_pad_proportion=0.06051, over 16138.45 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2918, pruned_loss=0.06592, over 2467180.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06545, over 8047.91 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2983, pruned_loss=0.0646, over 2472296.65 frames. utt_duration=583.8 frames, utt_pad_proportion=0.0596, over 16983.96 utterances.], batch size: 211, lr: 2.74e-04
2022-08-29 20:55:26,410 INFO [train.py:927] (5/8) Epoch 14, batch 22200, giga_loss[loss=0.2232, simple_loss=0.3122, pruned_loss=0.06714, over 12360.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2977, pruned_loss=0.06436, over 2471145.02 frames. utt_duration=616.8 frames, utt_pad_proportion=0.06025, over 16064.60 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2917, pruned_loss=0.06578, over 2467324.52 frames. utt_duration=1234 frames, utt_pad_proportion=0.06354, over 8007.74 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2984, pruned_loss=0.0642, over 2471589.34 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0602, over 17061.70 utterances.], batch size: 182, lr: 2.74e-04
2022-08-29 20:57:08,682 INFO [train.py:927] (5/8) Epoch 14, batch 22250, giga_loss[loss=0.2111, simple_loss=0.2949, pruned_loss=0.06366, over 12356.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03007, over 85.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.064, over 2470874.49 frames. utt_duration=651.1 frames, utt_pad_proportion=0.05961, over 15214.15 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2913, pruned_loss=0.06561, over 2467426.95 frames. utt_duration=1239 frames, utt_pad_proportion=0.06237, over 7977.48 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2976, pruned_loss=0.06398, over 2471251.50 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06011, over 16289.81 utterances.], batch size: 85, lr: 2.74e-04
2022-08-29 20:58:52,512 INFO [train.py:927] (5/8) Epoch 14, batch 22300, giga_loss[loss=0.1978, simple_loss=0.2848, pruned_loss=0.05544, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.0425, over 146.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2949, pruned_loss=0.06348, over 2471697.17 frames. utt_duration=618.4 frames, utt_pad_proportion=0.06266, over 16025.90 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2915, pruned_loss=0.06577, over 2467707.47 frames. utt_duration=1227 frames, utt_pad_proportion=0.06635, over 8054.51 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2956, pruned_loss=0.06327, over 2471785.80 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06106, over 16906.62 utterances.], batch size: 146, lr: 2.74e-04
2022-08-29 21:00:32,935 INFO [train.py:927] (5/8) Epoch 14, batch 22350, libri_loss[loss=0.2245, simple_loss=0.3028, pruned_loss=0.07311, over 12256.00 frames. utt_duration=962.7 frames, utt_pad_proportion=0.06983, over 51.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2939, pruned_loss=0.0632, over 2472228.83 frames. utt_duration=624.9 frames, utt_pad_proportion=0.06305, over 15861.98 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2919, pruned_loss=0.06603, over 2467796.69 frames. utt_duration=1204 frames, utt_pad_proportion=0.07325, over 8208.29 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2942, pruned_loss=0.06273, over 2472341.71 frames. utt_duration=597 frames, utt_pad_proportion=0.0584, over 16607.99 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:02:14,796 INFO [train.py:927] (5/8) Epoch 14, batch 22400, giga_loss[loss=0.1832, simple_loss=0.2679, pruned_loss=0.04923, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03037, over 42.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2911, pruned_loss=0.06215, over 2471714.57 frames. utt_duration=637.8 frames, utt_pad_proportion=0.06101, over 15538.58 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.292, pruned_loss=0.06616, over 2467738.95 frames. utt_duration=1198 frames, utt_pad_proportion=0.07541, over 8247.72 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2912, pruned_loss=0.06156, over 2471995.62 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05616, over 16347.50 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 21:03:55,813 INFO [train.py:927] (5/8) Epoch 14, batch 22450, giga_loss[loss=0.1814, simple_loss=0.2615, pruned_loss=0.05059, over 12403.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02536, over 48.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2874, pruned_loss=0.06059, over 2471676.51 frames. utt_duration=654.3 frames, utt_pad_proportion=0.05993, over 15144.77 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2919, pruned_loss=0.06628, over 2467676.79 frames. utt_duration=1192 frames, utt_pad_proportion=0.07881, over 8289.58 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2876, pruned_loss=0.05986, over 2472069.80 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05405, over 15945.79 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 21:05:36,989 INFO [train.py:927] (5/8) Epoch 14, batch 22500, giga_loss[loss=0.2004, simple_loss=0.2846, pruned_loss=0.05808, over 12348.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02285, over 45.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2845, pruned_loss=0.05921, over 2471038.10 frames. utt_duration=668.5 frames, utt_pad_proportion=0.05895, over 14818.45 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2913, pruned_loss=0.06594, over 2467991.80 frames. utt_duration=1201 frames, utt_pad_proportion=0.07633, over 8227.76 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2849, pruned_loss=0.05866, over 2471200.98 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05506, over 15798.04 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 21:07:17,656 INFO [train.py:927] (5/8) Epoch 14, batch 22550, giga_loss[loss=0.1891, simple_loss=0.2817, pruned_loss=0.04827, over 12301.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02986, over 74.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2865, pruned_loss=0.05915, over 2471973.28 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06322, over 16481.35 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2915, pruned_loss=0.06602, over 2467972.25 frames. utt_duration=1202 frames, utt_pad_proportion=0.07575, over 8225.50 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2865, pruned_loss=0.05859, over 2472146.21 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06041, over 17320.21 utterances.], batch size: 74, lr: 2.74e-04
2022-08-29 21:08:58,646 INFO [train.py:927] (5/8) Epoch 14, batch 22600, giga_loss[loss=0.1979, simple_loss=0.2894, pruned_loss=0.05326, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03767, over 105.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2882, pruned_loss=0.05932, over 2473067.57 frames. utt_duration=555 frames, utt_pad_proportion=0.06727, over 17870.69 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2914, pruned_loss=0.06612, over 2468074.38 frames. utt_duration=1194 frames, utt_pad_proportion=0.079, over 8281.89 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2883, pruned_loss=0.05868, over 2473207.09 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06374, over 18645.12 utterances.], batch size: 105, lr: 2.74e-04
2022-08-29 21:10:36,968 INFO [train.py:927] (5/8) Epoch 14, batch 22650, giga_loss[loss=0.1818, simple_loss=0.2736, pruned_loss=0.04506, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03354, over 75.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2881, pruned_loss=0.05837, over 2473742.03 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06412, over 18133.50 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2917, pruned_loss=0.06621, over 2468327.76 frames. utt_duration=1185 frames, utt_pad_proportion=0.0822, over 8339.07 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2879, pruned_loss=0.05764, over 2473710.91 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05993, over 18879.28 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 21:12:18,106 INFO [train.py:927] (5/8) Epoch 14, batch 22700, libri_loss[loss=0.276, simple_loss=0.3464, pruned_loss=0.1028, over 12425.00 frames. utt_duration=422.8 frames, utt_pad_proportion=0.3415, over 118.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2885, pruned_loss=0.05872, over 2474235.30 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06221, over 17871.77 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2917, pruned_loss=0.06613, over 2468637.46 frames. utt_duration=1179 frames, utt_pad_proportion=0.08466, over 8382.94 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2882, pruned_loss=0.05801, over 2474037.93 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05746, over 18649.59 utterances.], batch size: 118, lr: 2.74e-04
2022-08-29 21:13:58,120 INFO [train.py:927] (5/8) Epoch 14, batch 22750, giga_loss[loss=0.2113, simple_loss=0.3009, pruned_loss=0.06082, over 12280.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03423, over 51.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2894, pruned_loss=0.05911, over 2474170.27 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05876, over 17526.36 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2917, pruned_loss=0.06615, over 2468522.58 frames. utt_duration=1183 frames, utt_pad_proportion=0.08337, over 8354.49 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2891, pruned_loss=0.05841, over 2474208.24 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05542, over 18346.37 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:15:40,164 INFO [train.py:927] (5/8) Epoch 14, batch 22800, giga_loss[loss=0.2063, simple_loss=0.2942, pruned_loss=0.05917, over 12365.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03279, over 51.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2904, pruned_loss=0.05968, over 2473432.39 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05626, over 16877.11 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2913, pruned_loss=0.0659, over 2468083.80 frames. utt_duration=1191 frames, utt_pad_proportion=0.08063, over 8299.40 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2906, pruned_loss=0.05905, over 2474119.28 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0543, over 18002.73 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:17:23,286 INFO [train.py:927] (5/8) Epoch 14, batch 22850, giga_loss[loss=0.2106, simple_loss=0.2916, pruned_loss=0.06482, over 12338.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.205, simple_loss=0.291, pruned_loss=0.05956, over 2473951.96 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05978, over 17219.02 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2911, pruned_loss=0.06581, over 2468208.17 frames. utt_duration=1192 frames, utt_pad_proportion=0.08002, over 8290.84 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2912, pruned_loss=0.05906, over 2474453.58 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05819, over 18234.91 utterances.], batch size: 372, lr: 2.74e-04
2022-08-29 21:19:03,712 INFO [train.py:927] (5/8) Epoch 14, batch 22900, giga_loss[loss=0.2503, simple_loss=0.3157, pruned_loss=0.09244, over 12351.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1883, over 364.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2916, pruned_loss=0.05982, over 2474305.44 frames. utt_duration=581.9 frames, utt_pad_proportion=0.059, over 17052.43 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2912, pruned_loss=0.06581, over 2468449.95 frames. utt_duration=1197 frames, utt_pad_proportion=0.07849, over 8256.91 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2917, pruned_loss=0.05931, over 2474643.25 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05819, over 18084.32 utterances.], batch size: 364, lr: 2.74e-04
2022-08-29 21:20:48,939 INFO [train.py:927] (5/8) Epoch 14, batch 22950, giga_loss[loss=0.1798, simple_loss=0.2654, pruned_loss=0.04711, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03202, over 58.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2894, pruned_loss=0.05887, over 2474254.34 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06078, over 16892.90 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2912, pruned_loss=0.06574, over 2468758.47 frames. utt_duration=1202 frames, utt_pad_proportion=0.07686, over 8228.74 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2895, pruned_loss=0.05834, over 2474392.43 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06049, over 17983.09 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 21:22:27,274 INFO [train.py:927] (5/8) Epoch 14, batch 23000, giga_loss[loss=0.1879, simple_loss=0.28, pruned_loss=0.04786, over 12365.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2893, pruned_loss=0.05833, over 2473872.36 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05919, over 17294.76 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2911, pruned_loss=0.06565, over 2468502.97 frames. utt_duration=1205 frames, utt_pad_proportion=0.07558, over 8201.31 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2895, pruned_loss=0.05779, over 2474359.16 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05937, over 18426.30 utterances.], batch size: 85, lr: 2.74e-04
2022-08-29 21:24:04,948 INFO [train.py:927] (5/8) Epoch 14, batch 23050, giga_loss[loss=0.2198, simple_loss=0.306, pruned_loss=0.06677, over 12413.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03854, over 133.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2899, pruned_loss=0.05829, over 2474519.01 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06033, over 17429.96 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2911, pruned_loss=0.0656, over 2468714.75 frames. utt_duration=1203 frames, utt_pad_proportion=0.0743, over 8216.57 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2899, pruned_loss=0.05768, over 2474899.48 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06074, over 18620.31 utterances.], batch size: 133, lr: 2.74e-04
2022-08-29 21:25:43,816 INFO [train.py:927] (5/8) Epoch 14, batch 23100, giga_loss[loss=0.1973, simple_loss=0.2818, pruned_loss=0.05644, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03361, over 104.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2888, pruned_loss=0.05828, over 2474125.57 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06311, over 18207.03 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2909, pruned_loss=0.06544, over 2468715.08 frames. utt_duration=1206 frames, utt_pad_proportion=0.0738, over 8197.46 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2891, pruned_loss=0.05788, over 2474476.69 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06343, over 19245.40 utterances.], batch size: 104, lr: 2.74e-04
2022-08-29 21:27:22,638 INFO [train.py:927] (5/8) Epoch 14, batch 23150, giga_loss[loss=0.1717, simple_loss=0.2495, pruned_loss=0.04697, over 12417.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04607, over 31.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.287, pruned_loss=0.05831, over 2474073.52 frames. utt_duration=563 frames, utt_pad_proportion=0.06115, over 17623.70 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2912, pruned_loss=0.0655, over 2468756.50 frames. utt_duration=1207 frames, utt_pad_proportion=0.0735, over 8194.47 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2869, pruned_loss=0.05791, over 2474335.45 frames. utt_duration=537 frames, utt_pad_proportion=0.0616, over 18483.01 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 21:29:02,411 INFO [train.py:927] (5/8) Epoch 14, batch 23200, giga_loss[loss=0.1891, simple_loss=0.2813, pruned_loss=0.04847, over 12418.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06172, over 183.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.285, pruned_loss=0.05779, over 2473795.70 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05803, over 17318.75 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2913, pruned_loss=0.06549, over 2468620.98 frames. utt_duration=1210 frames, utt_pad_proportion=0.07269, over 8170.70 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2847, pruned_loss=0.05738, over 2474202.47 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05878, over 18152.37 utterances.], batch size: 183, lr: 2.74e-04
2022-08-29 21:30:43,346 INFO [train.py:927] (5/8) Epoch 14, batch 23250, libri_loss[loss=0.198, simple_loss=0.2832, pruned_loss=0.05645, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005108, over 35.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2803, pruned_loss=0.05594, over 2473969.32 frames. utt_duration=575.5 frames, utt_pad_proportion=0.0567, over 17240.79 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.291, pruned_loss=0.06529, over 2468517.71 frames. utt_duration=1213 frames, utt_pad_proportion=0.07187, over 8148.27 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2802, pruned_loss=0.05567, over 2474469.47 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05763, over 18050.26 utterances.], batch size: 35, lr: 2.74e-04
2022-08-29 21:32:23,438 INFO [train.py:927] (5/8) Epoch 14, batch 23300, libri_loss[loss=0.2651, simple_loss=0.3451, pruned_loss=0.0925, over 12450.00 frames. utt_duration=413.1 frames, utt_pad_proportion=0.3495, over 121.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2808, pruned_loss=0.05629, over 2473978.98 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06076, over 17485.50 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06548, over 2468556.06 frames. utt_duration=1202 frames, utt_pad_proportion=0.07553, over 8223.12 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2803, pruned_loss=0.05575, over 2474393.37 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05954, over 18179.33 utterances.], batch size: 121, lr: 2.74e-04
2022-08-29 21:34:03,445 INFO [train.py:927] (5/8) Epoch 14, batch 23350, giga_loss[loss=0.1884, simple_loss=0.2901, pruned_loss=0.04334, over 12449.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2834, pruned_loss=0.05688, over 2474402.47 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06457, over 18186.78 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2912, pruned_loss=0.06543, over 2468606.28 frames. utt_duration=1204 frames, utt_pad_proportion=0.07528, over 8212.01 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.283, pruned_loss=0.05646, over 2474707.11 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06362, over 18778.76 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 21:35:43,149 INFO [train.py:927] (5/8) Epoch 14, batch 23400, giga_loss[loss=0.2259, simple_loss=0.3092, pruned_loss=0.07127, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2855, pruned_loss=0.05779, over 2473698.34 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06089, over 17937.92 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.291, pruned_loss=0.06517, over 2468722.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.07331, over 8162.34 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2852, pruned_loss=0.05743, over 2473997.51 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06088, over 18762.66 utterances.], batch size: 212, lr: 2.74e-04
2022-08-29 21:37:30,808 INFO [train.py:927] (5/8) Epoch 14, batch 23450, giga_loss[loss=0.2063, simple_loss=0.3001, pruned_loss=0.05622, over 12351.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03601, over 104.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2902, pruned_loss=0.06061, over 2473650.41 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06273, over 18029.78 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2913, pruned_loss=0.06511, over 2468494.98 frames. utt_duration=1216 frames, utt_pad_proportion=0.0726, over 8129.44 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2896, pruned_loss=0.06027, over 2474191.04 frames. utt_duration=525.1 frames, utt_pad_proportion=0.0629, over 18900.63 utterances.], batch size: 104, lr: 2.74e-04
2022-08-29 21:39:12,734 INFO [train.py:927] (5/8) Epoch 14, batch 23500, giga_loss[loss=0.2373, simple_loss=0.3124, pruned_loss=0.0811, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03124, over 58.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2977, pruned_loss=0.06503, over 2474036.55 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06216, over 18601.63 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2913, pruned_loss=0.06504, over 2468224.42 frames. utt_duration=1220 frames, utt_pad_proportion=0.07129, over 8102.59 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2973, pruned_loss=0.06475, over 2474821.74 frames. utt_duration=508 frames, utt_pad_proportion=0.0627, over 19544.75 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 21:40:57,942 INFO [train.py:927] (5/8) Epoch 14, batch 23550, libri_loss[loss=0.1713, simple_loss=0.2541, pruned_loss=0.04428, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007369, over 31.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3037, pruned_loss=0.06958, over 2475014.59 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06401, over 19297.46 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2909, pruned_loss=0.06493, over 2468483.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.07405, over 8134.26 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.304, pruned_loss=0.06956, over 2475591.93 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06326, over 20331.18 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 21:42:43,109 INFO [train.py:927] (5/8) Epoch 14, batch 23600, giga_loss[loss=0.2283, simple_loss=0.3151, pruned_loss=0.07076, over 12355.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.309, pruned_loss=0.07382, over 2475588.43 frames. utt_duration=496 frames, utt_pad_proportion=0.06517, over 20024.85 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2907, pruned_loss=0.06493, over 2468811.99 frames. utt_duration=1218 frames, utt_pad_proportion=0.07299, over 8117.64 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3096, pruned_loss=0.07393, over 2475873.97 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06485, over 21059.74 utterances.], batch size: 91, lr: 2.74e-04
2022-08-29 21:44:29,616 INFO [train.py:927] (5/8) Epoch 14, batch 23650, giga_loss[loss=0.2376, simple_loss=0.3108, pruned_loss=0.08216, over 12366.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.07925, over 2475338.62 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08035, over 21883.83 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2908, pruned_loss=0.06493, over 2468837.27 frames. utt_duration=1220 frames, utt_pad_proportion=0.07214, over 8102.94 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3152, pruned_loss=0.0795, over 2475623.22 frames. utt_duration=434 frames, utt_pad_proportion=0.07982, over 22895.07 utterances.], batch size: 97, lr: 2.74e-04
2022-08-29 21:46:20,700 INFO [train.py:927] (5/8) Epoch 14, batch 23700, giga_loss[loss=0.2258, simple_loss=0.3061, pruned_loss=0.07281, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02775, over 48.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3185, pruned_loss=0.08222, over 2475932.76 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07989, over 21753.35 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2908, pruned_loss=0.06488, over 2468778.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.07156, over 8093.94 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3193, pruned_loss=0.08258, over 2476259.91 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07969, over 22672.67 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 21:48:07,296 INFO [train.py:927] (5/8) Epoch 14, batch 23750, giga_loss[loss=0.225, simple_loss=0.315, pruned_loss=0.06755, over 12372.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03128, over 58.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3178, pruned_loss=0.08222, over 2474812.70 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08418, over 21724.60 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2909, pruned_loss=0.0649, over 2468933.06 frames. utt_duration=1223 frames, utt_pad_proportion=0.07104, over 8084.01 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3187, pruned_loss=0.08265, over 2474994.05 frames. utt_duration=440 frames, utt_pad_proportion=0.08406, over 22573.58 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 21:49:51,787 INFO [train.py:927] (5/8) Epoch 14, batch 23800, giga_loss[loss=0.26, simple_loss=0.3412, pruned_loss=0.08943, over 12438.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03803, over 123.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3204, pruned_loss=0.08345, over 2475036.46 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08197, over 21922.86 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2915, pruned_loss=0.06514, over 2468982.22 frames. utt_duration=1217 frames, utt_pad_proportion=0.07189, over 8126.70 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3208, pruned_loss=0.0838, over 2475203.37 frames. utt_duration=437 frames, utt_pad_proportion=0.08173, over 22733.06 utterances.], batch size: 123, lr: 2.74e-04
2022-08-29 21:51:36,995 INFO [train.py:927] (5/8) Epoch 14, batch 23850, giga_loss[loss=0.2061, simple_loss=0.2838, pruned_loss=0.06426, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02786, over 48.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3196, pruned_loss=0.08247, over 2474235.63 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08101, over 21612.98 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.06514, over 2469019.92 frames. utt_duration=1209 frames, utt_pad_proportion=0.0743, over 8177.29 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3208, pruned_loss=0.08342, over 2474539.52 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08009, over 22732.33 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 21:53:27,674 INFO [train.py:927] (5/8) Epoch 14, batch 23900, giga_loss[loss=0.2377, simple_loss=0.3287, pruned_loss=0.07337, over 12359.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3178, pruned_loss=0.07979, over 2474011.57 frames. utt_duration=464.1 frames, utt_pad_proportion=0.0802, over 21390.02 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2917, pruned_loss=0.06505, over 2468931.77 frames. utt_duration=1202 frames, utt_pad_proportion=0.07713, over 8227.53 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3194, pruned_loss=0.08098, over 2474437.45 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07869, over 22534.22 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:55:12,578 INFO [train.py:927] (5/8) Epoch 14, batch 23950, giga_loss[loss=0.2106, simple_loss=0.3014, pruned_loss=0.0599, over 12359.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02763, over 66.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3152, pruned_loss=0.07803, over 2473826.18 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07796, over 21017.46 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.0649, over 2468759.65 frames. utt_duration=1206 frames, utt_pad_proportion=0.07555, over 8201.53 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3176, pruned_loss=0.07962, over 2474512.54 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07745, over 22438.35 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 21:56:57,125 INFO [train.py:927] (5/8) Epoch 14, batch 24000, giga_loss[loss=0.21, simple_loss=0.296, pruned_loss=0.06199, over 12425.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03949, over 123.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3136, pruned_loss=0.07749, over 2474112.06 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0742, over 20747.72 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2907, pruned_loss=0.06479, over 2468964.53 frames. utt_duration=1214 frames, utt_pad_proportion=0.07404, over 8148.17 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3167, pruned_loss=0.07919, over 2474624.92 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07453, over 22264.28 utterances.], batch size: 123, lr: 2.74e-04
2022-08-29 21:56:57,126 INFO [train.py:958] (5/8) Computing validation loss
2022-08-29 21:57:11,044 INFO [train.py:967] (5/8) 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 21:59:05,325 INFO [train.py:927] (5/8) Epoch 14, batch 24050, giga_loss[loss=0.2139, simple_loss=0.305, pruned_loss=0.06139, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03168, over 45.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3126, pruned_loss=0.07699, over 2473160.50 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07577, over 20649.20 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2907, pruned_loss=0.06485, over 2468703.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.07296, over 8120.49 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3154, pruned_loss=0.0785, over 2473867.74 frames. utt_duration=449 frames, utt_pad_proportion=0.07633, over 22109.56 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 22:00:49,349 INFO [train.py:927] (5/8) Epoch 14, batch 24100, giga_loss[loss=0.2603, simple_loss=0.3365, pruned_loss=0.09204, over 12439.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05385, over 162.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3126, pruned_loss=0.07503, over 2473262.91 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07042, over 19777.44 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2907, pruned_loss=0.06479, over 2468644.70 frames. utt_duration=1219 frames, utt_pad_proportion=0.07188, over 8109.69 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3153, pruned_loss=0.07653, over 2473991.70 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07159, over 21219.98 utterances.], batch size: 162, lr: 2.74e-04
2022-08-29 22:02:34,548 INFO [train.py:927] (5/8) Epoch 14, batch 24150, giga_loss[loss=0.2526, simple_loss=0.3368, pruned_loss=0.08417, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03573, over 113.00 utterances.], tot_loss[loss=0.233, simple_loss=0.314, pruned_loss=0.07599, over 2473960.80 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07135, over 20186.67 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.291, pruned_loss=0.06499, over 2468826.77 frames. utt_duration=1212 frames, utt_pad_proportion=0.07288, over 8159.47 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3161, pruned_loss=0.07708, over 2474421.15 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07189, over 21374.74 utterances.], batch size: 113, lr: 2.74e-04
2022-08-29 22:04:18,277 INFO [train.py:927] (5/8) Epoch 14, batch 24200, giga_loss[loss=0.2176, simple_loss=0.2884, pruned_loss=0.07344, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04301, over 31.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3117, pruned_loss=0.07536, over 2474069.45 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06926, over 20196.51 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2911, pruned_loss=0.06506, over 2469076.96 frames. utt_duration=1213 frames, utt_pad_proportion=0.07229, over 8152.88 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3135, pruned_loss=0.07625, over 2474260.72 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06996, over 21236.80 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 22:06:03,957 INFO [train.py:927] (5/8) Epoch 14, batch 24250, giga_loss[loss=0.2086, simple_loss=0.3052, pruned_loss=0.056, over 12376.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03034, over 58.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3109, pruned_loss=0.07451, over 2474108.45 frames. utt_duration=502.5 frames, utt_pad_proportion=0.069, over 19751.84 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2911, pruned_loss=0.06502, over 2469252.85 frames. utt_duration=1213 frames, utt_pad_proportion=0.07169, over 8150.53 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3126, pruned_loss=0.07538, over 2474170.84 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06976, over 20730.90 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 22:07:46,667 INFO [train.py:927] (5/8) Epoch 14, batch 24300, giga_loss[loss=0.2132, simple_loss=0.2996, pruned_loss=0.06342, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3113, pruned_loss=0.07449, over 2474451.30 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07136, over 20493.50 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2911, pruned_loss=0.06506, over 2469338.08 frames. utt_duration=1215 frames, utt_pad_proportion=0.07115, over 8138.07 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3127, pruned_loss=0.07523, over 2474468.44 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07203, over 21382.72 utterances.], batch size: 91, lr: 2.74e-04
2022-08-29 22:09:31,215 INFO [train.py:927] (5/8) Epoch 14, batch 24350, giga_loss[loss=0.2024, simple_loss=0.284, pruned_loss=0.06036, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03045, over 45.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3089, pruned_loss=0.07325, over 2474240.03 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06909, over 20075.35 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.291, pruned_loss=0.0649, over 2469358.57 frames. utt_duration=1215 frames, utt_pad_proportion=0.07034, over 8142.58 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.311, pruned_loss=0.07434, over 2474427.09 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07003, over 21267.34 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 22:11:13,529 INFO [train.py:927] (5/8) Epoch 14, batch 24400, giga_loss[loss=0.2076, simple_loss=0.2898, pruned_loss=0.06269, over 12419.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03394, over 75.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3077, pruned_loss=0.07309, over 2474009.65 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07158, over 20154.47 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2909, pruned_loss=0.06472, over 2469301.35 frames. utt_duration=1214 frames, utt_pad_proportion=0.06912, over 8145.62 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3104, pruned_loss=0.07459, over 2474478.51 frames. utt_duration=456 frames, utt_pad_proportion=0.07259, over 21772.30 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 22:12:59,023 INFO [train.py:927] (5/8) Epoch 14, batch 24450, giga_loss[loss=0.2029, simple_loss=0.2851, pruned_loss=0.0604, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02616, over 48.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3059, pruned_loss=0.07253, over 2474701.86 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07504, over 20123.84 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2908, pruned_loss=0.06466, over 2469761.36 frames. utt_duration=1218 frames, utt_pad_proportion=0.06784, over 8119.59 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3086, pruned_loss=0.074, over 2474802.19 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07611, over 21767.46 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 22:14:44,184 INFO [train.py:927] (5/8) Epoch 14, batch 24500, giga_loss[loss=0.2429, simple_loss=0.3314, pruned_loss=0.07718, over 12445.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03448, over 86.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3064, pruned_loss=0.07315, over 2475275.67 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07178, over 20922.00 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2907, pruned_loss=0.06464, over 2469906.30 frames. utt_duration=1219 frames, utt_pad_proportion=0.06722, over 8116.89 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.07444, over 2475294.48 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07301, over 22381.58 utterances.], batch size: 86, lr: 2.74e-04
2022-08-29 22:16:26,553 INFO [train.py:927] (5/8) Epoch 14, batch 24550, libri_loss[loss=0.3028, simple_loss=0.3813, pruned_loss=0.1122, over 12387.00 frames. utt_duration=432.2 frames, utt_pad_proportion=0.3247, over 115.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3067, pruned_loss=0.07208, over 2475138.57 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07036, over 20159.72 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.06495, over 2469935.72 frames. utt_duration=1210 frames, utt_pad_proportion=0.0701, over 8177.71 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3082, pruned_loss=0.07295, over 2475215.01 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07033, over 21474.54 utterances.], batch size: 115, lr: 2.74e-04
2022-08-29 22:18:11,160 INFO [train.py:927] (5/8) Epoch 14, batch 24600, giga_loss[loss=0.2181, simple_loss=0.3025, pruned_loss=0.0668, over 12382.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0333, over 104.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3067, pruned_loss=0.07165, over 2474304.59 frames. utt_duration=508 frames, utt_pad_proportion=0.06931, over 19538.95 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2915, pruned_loss=0.06477, over 2469404.77 frames. utt_duration=1214 frames, utt_pad_proportion=0.06831, over 8148.85 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3083, pruned_loss=0.07272, over 2474983.23 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06995, over 20986.04 utterances.], batch size: 104, lr: 2.74e-04
2022-08-29 22:19:56,065 INFO [train.py:927] (5/8) Epoch 14, batch 24650, giga_loss[loss=0.3039, simple_loss=0.3579, pruned_loss=0.125, over 12410.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3087, pruned_loss=0.07368, over 2474194.09 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07365, over 19962.48 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2917, pruned_loss=0.06475, over 2469609.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.06814, over 8166.73 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3101, pruned_loss=0.07467, over 2474641.81 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07401, over 21297.23 utterances.], batch size: 258, lr: 2.73e-04
2022-08-29 22:21:41,383 INFO [train.py:927] (5/8) Epoch 14, batch 24700, giga_loss[loss=0.241, simple_loss=0.3126, pruned_loss=0.08475, over 12380.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06495, over 183.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3088, pruned_loss=0.0746, over 2474485.22 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06751, over 19652.07 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2916, pruned_loss=0.06473, over 2469566.62 frames. utt_duration=1209 frames, utt_pad_proportion=0.06818, over 8178.23 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3102, pruned_loss=0.07551, over 2474928.94 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06811, over 20850.76 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 22:23:23,856 INFO [train.py:927] (5/8) Epoch 14, batch 24750, giga_loss[loss=0.2179, simple_loss=0.2958, pruned_loss=0.07003, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.07565, over 2474439.26 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07224, over 20077.83 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2918, pruned_loss=0.06484, over 2469794.92 frames. utt_duration=1203 frames, utt_pad_proportion=0.07052, over 8219.84 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3109, pruned_loss=0.07661, over 2474740.27 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07166, over 21367.84 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 22:25:05,737 INFO [train.py:927] (5/8) Epoch 14, batch 24800, giga_loss[loss=0.2266, simple_loss=0.3181, pruned_loss=0.06758, over 12444.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03442, over 86.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3091, pruned_loss=0.0743, over 2473742.45 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06717, over 19436.46 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2914, pruned_loss=0.06473, over 2469229.43 frames. utt_duration=1211 frames, utt_pad_proportion=0.06856, over 8166.18 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3112, pruned_loss=0.07552, over 2474617.62 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06767, over 20924.74 utterances.], batch size: 86, lr: 2.73e-04
2022-08-29 22:26:51,324 INFO [train.py:927] (5/8) Epoch 14, batch 24850, giga_loss[loss=0.226, simple_loss=0.2963, pruned_loss=0.07785, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03507, over 40.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3068, pruned_loss=0.07291, over 2473453.64 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06629, over 19460.70 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2911, pruned_loss=0.06469, over 2469214.90 frames. utt_duration=1213 frames, utt_pad_proportion=0.06791, over 8150.69 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3089, pruned_loss=0.07404, over 2474205.50 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06696, over 20800.67 utterances.], batch size: 40, lr: 2.73e-04
2022-08-29 22:28:37,432 INFO [train.py:927] (5/8) Epoch 14, batch 24900, giga_loss[loss=0.2189, simple_loss=0.3044, pruned_loss=0.06664, over 12390.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0338, over 122.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3071, pruned_loss=0.07339, over 2474218.07 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07102, over 20254.70 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2913, pruned_loss=0.06469, over 2469208.83 frames. utt_duration=1213 frames, utt_pad_proportion=0.06776, over 8155.94 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3087, pruned_loss=0.07432, over 2474837.00 frames. utt_duration=465 frames, utt_pad_proportion=0.07136, over 21357.40 utterances.], batch size: 122, lr: 2.73e-04
2022-08-29 22:30:23,346 INFO [train.py:927] (5/8) Epoch 14, batch 24950, giga_loss[loss=0.2828, simple_loss=0.332, pruned_loss=0.1167, over 12356.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.197, over 366.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3096, pruned_loss=0.0742, over 2474288.98 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0704, over 20161.57 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2919, pruned_loss=0.06522, over 2469059.51 frames. utt_duration=1201 frames, utt_pad_proportion=0.07043, over 8237.09 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3112, pruned_loss=0.07488, over 2475164.59 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0697, over 21529.35 utterances.], batch size: 366, lr: 2.73e-04
2022-08-29 22:32:07,881 INFO [train.py:927] (5/8) Epoch 14, batch 25000, giga_loss[loss=0.2648, simple_loss=0.3339, pruned_loss=0.09784, over 12396.00 frames. utt_duration=436.6 frames, utt_pad_proportion=0.04679, over 114.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3131, pruned_loss=0.0761, over 2475055.94 frames. utt_duration=470 frames, utt_pad_proportion=0.07263, over 21128.09 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.06512, over 2469042.46 frames. utt_duration=1201 frames, utt_pad_proportion=0.06978, over 8232.54 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3147, pruned_loss=0.07685, over 2475838.49 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07224, over 22384.28 utterances.], batch size: 114, lr: 2.73e-04
2022-08-29 22:33:52,465 INFO [train.py:927] (5/8) Epoch 14, batch 25050, giga_loss[loss=0.2119, simple_loss=0.2971, pruned_loss=0.06334, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0314, over 45.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3144, pruned_loss=0.07719, over 2474777.07 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07242, over 21120.64 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2917, pruned_loss=0.06507, over 2469006.57 frames. utt_duration=1204 frames, utt_pad_proportion=0.06899, over 8211.14 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3159, pruned_loss=0.07797, over 2475507.13 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07238, over 22297.86 utterances.], batch size: 45, lr: 2.73e-04
2022-08-29 22:35:38,540 INFO [train.py:927] (5/8) Epoch 14, batch 25100, giga_loss[loss=0.2421, simple_loss=0.3198, pruned_loss=0.08218, over 12408.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06281, over 183.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3124, pruned_loss=0.07657, over 2475123.92 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07364, over 21234.20 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2914, pruned_loss=0.06497, over 2468866.33 frames. utt_duration=1207 frames, utt_pad_proportion=0.06825, over 8190.36 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3147, pruned_loss=0.07768, over 2475993.94 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07383, over 22613.87 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 22:37:23,427 INFO [train.py:927] (5/8) Epoch 14, batch 25150, giga_loss[loss=0.2413, simple_loss=0.3139, pruned_loss=0.08432, over 12348.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3111, pruned_loss=0.07671, over 2475217.32 frames. utt_duration=476 frames, utt_pad_proportion=0.07303, over 20864.70 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06488, over 2468921.05 frames. utt_duration=1214 frames, utt_pad_proportion=0.06671, over 8146.42 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3137, pruned_loss=0.07804, over 2476060.98 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07378, over 22417.41 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 22:39:06,737 INFO [train.py:927] (5/8) Epoch 14, batch 25200, giga_loss[loss=0.2331, simple_loss=0.3188, pruned_loss=0.07371, over 12442.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3104, pruned_loss=0.07679, over 2475559.08 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07508, over 21095.88 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06487, over 2468839.42 frames. utt_duration=1216 frames, utt_pad_proportion=0.06543, over 8132.95 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.07813, over 2476448.53 frames. utt_duration=439 frames, utt_pad_proportion=0.07603, over 22640.19 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 22:40:50,025 INFO [train.py:927] (5/8) Epoch 14, batch 25250, giga_loss[loss=0.1918, simple_loss=0.2753, pruned_loss=0.0541, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03917, over 31.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3094, pruned_loss=0.07661, over 2475395.35 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07188, over 21013.60 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06492, over 2468706.37 frames. utt_duration=1218 frames, utt_pad_proportion=0.06458, over 8117.37 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3117, pruned_loss=0.07786, over 2476350.36 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07317, over 22498.62 utterances.], batch size: 31, lr: 2.73e-04
2022-08-29 22:42:32,164 INFO [train.py:927] (5/8) Epoch 14, batch 25300, giga_loss[loss=0.2165, simple_loss=0.3084, pruned_loss=0.06232, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02863, over 70.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3103, pruned_loss=0.07657, over 2474194.31 frames. utt_duration=491 frames, utt_pad_proportion=0.07, over 20217.92 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.291, pruned_loss=0.06479, over 2468443.50 frames. utt_duration=1221 frames, utt_pad_proportion=0.06372, over 8096.77 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3127, pruned_loss=0.07792, over 2475318.49 frames. utt_duration=458 frames, utt_pad_proportion=0.0715, over 21688.57 utterances.], batch size: 70, lr: 2.73e-04
2022-08-29 22:44:17,210 INFO [train.py:927] (5/8) Epoch 14, batch 25350, giga_loss[loss=0.2078, simple_loss=0.3159, pruned_loss=0.0499, over 12316.00 frames. utt_duration=913.7 frames, utt_pad_proportion=0.02386, over 54.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3122, pruned_loss=0.0784, over 2474134.96 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07232, over 21045.57 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.291, pruned_loss=0.06474, over 2468380.04 frames. utt_duration=1222 frames, utt_pad_proportion=0.06321, over 8087.83 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3143, pruned_loss=0.07959, over 2475114.36 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07349, over 22306.91 utterances.], batch size: 54, lr: 2.73e-04
2022-08-29 22:46:01,816 INFO [train.py:927] (5/8) Epoch 14, batch 25400, giga_loss[loss=0.2287, simple_loss=0.3228, pruned_loss=0.06726, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02186, over 42.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3127, pruned_loss=0.07617, over 2473619.02 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07166, over 20607.64 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2909, pruned_loss=0.06467, over 2467943.38 frames. utt_duration=1227 frames, utt_pad_proportion=0.0618, over 8054.55 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3151, pruned_loss=0.07752, over 2474934.26 frames. utt_duration=452 frames, utt_pad_proportion=0.07313, over 21974.58 utterances.], batch size: 42, lr: 2.73e-04
2022-08-29 22:47:47,195 INFO [train.py:927] (5/8) Epoch 14, batch 25450, giga_loss[loss=0.2321, simple_loss=0.3111, pruned_loss=0.07649, over 12453.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3161, pruned_loss=0.07791, over 2474236.28 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07372, over 21021.54 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06491, over 2468086.33 frames. utt_duration=1224 frames, utt_pad_proportion=0.06204, over 8074.02 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3181, pruned_loss=0.07901, over 2475256.78 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07481, over 22332.78 utterances.], batch size: 98, lr: 2.73e-04
2022-08-29 22:49:28,474 INFO [train.py:927] (5/8) Epoch 14, batch 25500, giga_loss[loss=0.2106, simple_loss=0.2988, pruned_loss=0.0612, over 12407.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3175, pruned_loss=0.08007, over 2474000.01 frames. utt_duration=447 frames, utt_pad_proportion=0.08138, over 22211.22 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.291, pruned_loss=0.06489, over 2468076.00 frames. utt_duration=1228 frames, utt_pad_proportion=0.06088, over 8047.35 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3198, pruned_loss=0.08128, over 2474955.77 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08225, over 23576.39 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 22:51:12,369 INFO [train.py:927] (5/8) Epoch 14, batch 25550, giga_loss[loss=0.2437, simple_loss=0.3197, pruned_loss=0.08381, over 12378.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0595, over 182.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3177, pruned_loss=0.08051, over 2474036.09 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08468, over 22783.03 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06491, over 2468030.70 frames. utt_duration=1231 frames, utt_pad_proportion=0.05995, over 8029.48 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3199, pruned_loss=0.08174, over 2474968.14 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08561, over 24152.21 utterances.], batch size: 182, lr: 2.73e-04
2022-08-29 22:52:57,398 INFO [train.py:927] (5/8) Epoch 14, batch 25600, giga_loss[loss=0.2329, simple_loss=0.3109, pruned_loss=0.07748, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02804, over 45.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3181, pruned_loss=0.07833, over 2474960.44 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07991, over 21193.10 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.292, pruned_loss=0.06503, over 2468135.54 frames. utt_duration=1231 frames, utt_pad_proportion=0.0597, over 8028.33 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3192, pruned_loss=0.07924, over 2475621.51 frames. utt_duration=445 frames, utt_pad_proportion=0.08105, over 22329.41 utterances.], batch size: 45, lr: 2.73e-04
2022-08-29 22:54:42,033 INFO [train.py:927] (5/8) Epoch 14, batch 25650, giga_loss[loss=0.2101, simple_loss=0.2927, pruned_loss=0.06378, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0326, over 86.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3179, pruned_loss=0.07861, over 2474831.42 frames. utt_duration=468.2 frames, utt_pad_proportion=0.0786, over 21211.68 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2919, pruned_loss=0.06503, over 2468182.49 frames. utt_duration=1233 frames, utt_pad_proportion=0.05902, over 8013.94 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3192, pruned_loss=0.07952, over 2475399.51 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07987, over 22309.10 utterances.], batch size: 86, lr: 2.73e-04
2022-08-29 22:56:30,168 INFO [train.py:927] (5/8) Epoch 14, batch 25700, giga_loss[loss=0.2244, simple_loss=0.3051, pruned_loss=0.07182, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03786, over 123.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3168, pruned_loss=0.07938, over 2474615.26 frames. utt_duration=441.3 frames, utt_pad_proportion=0.08316, over 22506.43 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2918, pruned_loss=0.065, over 2468132.47 frames. utt_duration=1236 frames, utt_pad_proportion=0.05836, over 7994.85 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3183, pruned_loss=0.08031, over 2475189.46 frames. utt_duration=421.5 frames, utt_pad_proportion=0.0842, over 23574.23 utterances.], batch size: 123, lr: 2.73e-04
2022-08-29 22:58:20,041 INFO [train.py:927] (5/8) Epoch 14, batch 25750, giga_loss[loss=0.2347, simple_loss=0.3047, pruned_loss=0.0824, over 12398.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07817, over 213.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3146, pruned_loss=0.07891, over 2474477.30 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08689, over 23263.81 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2916, pruned_loss=0.06493, over 2468187.27 frames. utt_duration=1240 frames, utt_pad_proportion=0.05773, over 7973.08 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3162, pruned_loss=0.07989, over 2474968.72 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08781, over 24313.41 utterances.], batch size: 213, lr: 2.73e-04
2022-08-29 23:00:02,221 INFO [train.py:927] (5/8) Epoch 14, batch 25800, giga_loss[loss=0.2195, simple_loss=0.3048, pruned_loss=0.06706, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04265, over 114.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3132, pruned_loss=0.07851, over 2475225.01 frames. utt_duration=439 frames, utt_pad_proportion=0.08216, over 22630.32 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2917, pruned_loss=0.065, over 2468325.66 frames. utt_duration=1243 frames, utt_pad_proportion=0.05685, over 7951.74 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3148, pruned_loss=0.07948, over 2475601.91 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08351, over 23757.96 utterances.], batch size: 114, lr: 2.73e-04
2022-08-29 23:01:44,580 INFO [train.py:927] (5/8) Epoch 14, batch 25850, giga_loss[loss=0.1869, simple_loss=0.282, pruned_loss=0.04592, over 12386.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3096, pruned_loss=0.07461, over 2474934.57 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07489, over 21802.48 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.06489, over 2468311.52 frames. utt_duration=1250 frames, utt_pad_proportion=0.05551, over 7908.24 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3117, pruned_loss=0.07585, over 2475461.76 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07697, over 23222.26 utterances.], batch size: 58, lr: 2.73e-04
2022-08-29 23:03:34,182 INFO [train.py:927] (5/8) Epoch 14, batch 25900, giga_loss[loss=0.2215, simple_loss=0.2959, pruned_loss=0.07355, over 12454.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03411, over 86.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.07422, over 2474935.45 frames. utt_duration=452.5 frames, utt_pad_proportion=0.0753, over 21950.71 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2912, pruned_loss=0.06475, over 2468167.41 frames. utt_duration=1255 frames, utt_pad_proportion=0.05453, over 7876.86 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3107, pruned_loss=0.07556, over 2475635.91 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07735, over 23426.55 utterances.], batch size: 86, lr: 2.73e-04
2022-08-29 23:05:13,680 INFO [train.py:927] (5/8) Epoch 14, batch 25950, libri_loss[loss=0.1937, simple_loss=0.2802, pruned_loss=0.05359, over 12296.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006517, over 35.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3061, pruned_loss=0.07315, over 2475279.60 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07104, over 20976.87 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2916, pruned_loss=0.06496, over 2468366.09 frames. utt_duration=1245 frames, utt_pad_proportion=0.0577, over 7937.92 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.308, pruned_loss=0.07423, over 2475816.45 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07224, over 22409.51 utterances.], batch size: 35, lr: 2.73e-04
2022-08-29 23:06:54,203 INFO [train.py:927] (5/8) Epoch 14, batch 26000, giga_loss[loss=0.2194, simple_loss=0.2961, pruned_loss=0.07138, over 12356.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.0321, over 51.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3065, pruned_loss=0.07321, over 2475591.46 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07445, over 21080.73 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2915, pruned_loss=0.06481, over 2468318.12 frames. utt_duration=1250 frames, utt_pad_proportion=0.05653, over 7908.27 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3086, pruned_loss=0.07445, over 2476282.57 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07574, over 22629.85 utterances.], batch size: 51, lr: 2.73e-04
2022-08-29 23:08:38,441 INFO [train.py:927] (5/8) Epoch 14, batch 26050, giga_loss[loss=0.1964, simple_loss=0.2884, pruned_loss=0.05223, over 12254.00 frames. utt_duration=1886 frames, utt_pad_proportion=0.05679, over 26.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.07318, over 2475374.62 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0743, over 20857.44 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2915, pruned_loss=0.0648, over 2467991.72 frames. utt_duration=1252 frames, utt_pad_proportion=0.05614, over 7892.23 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3082, pruned_loss=0.07423, over 2476297.69 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0755, over 22210.58 utterances.], batch size: 26, lr: 2.73e-04
2022-08-29 23:10:21,607 INFO [train.py:927] (5/8) Epoch 14, batch 26100, giga_loss[loss=0.2319, simple_loss=0.3166, pruned_loss=0.07361, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03389, over 85.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3091, pruned_loss=0.0752, over 2474832.58 frames. utt_duration=458 frames, utt_pad_proportion=0.07929, over 21683.98 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2921, pruned_loss=0.06496, over 2468304.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.0547, over 7873.62 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3105, pruned_loss=0.07627, over 2475535.14 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08066, over 23284.74 utterances.], batch size: 85, lr: 2.73e-04
2022-08-29 23:12:06,638 INFO [train.py:927] (5/8) Epoch 14, batch 26150, giga_loss[loss=0.247, simple_loss=0.323, pruned_loss=0.0855, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03749, over 113.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3114, pruned_loss=0.07674, over 2474848.85 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08179, over 22361.48 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2922, pruned_loss=0.06484, over 2468642.90 frames. utt_duration=1249 frames, utt_pad_proportion=0.05564, over 7916.85 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3128, pruned_loss=0.07791, over 2475214.83 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08258, over 23850.70 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 23:13:58,643 INFO [train.py:927] (5/8) Epoch 14, batch 26200, giga_loss[loss=0.2468, simple_loss=0.3305, pruned_loss=0.08158, over 12320.00 frames. utt_duration=748 frames, utt_pad_proportion=0.02981, over 66.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07786, over 2474907.59 frames. utt_duration=427.1 frames, utt_pad_proportion=0.09017, over 23259.83 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2924, pruned_loss=0.06495, over 2468814.67 frames. utt_duration=1233 frames, utt_pad_proportion=0.06031, over 8017.97 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3141, pruned_loss=0.07885, over 2475120.20 frames. utt_duration=404.9 frames, utt_pad_proportion=0.08916, over 24540.18 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 23:15:45,708 INFO [train.py:927] (5/8) Epoch 14, batch 26250, giga_loss[loss=0.2258, simple_loss=0.303, pruned_loss=0.07433, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3108, pruned_loss=0.07567, over 2475014.54 frames. utt_duration=444.9 frames, utt_pad_proportion=0.08501, over 22325.99 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2923, pruned_loss=0.06486, over 2468780.10 frames. utt_duration=1237 frames, utt_pad_proportion=0.05919, over 7992.78 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3122, pruned_loss=0.07681, over 2475349.95 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08497, over 23708.52 utterances.], batch size: 91, lr: 2.73e-04
2022-08-29 23:17:30,979 INFO [train.py:927] (5/8) Epoch 14, batch 26300, giga_loss[loss=0.2191, simple_loss=0.3039, pruned_loss=0.06711, over 12451.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.03116, over 55.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3104, pruned_loss=0.07631, over 2475418.26 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08418, over 22191.18 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2926, pruned_loss=0.06508, over 2468662.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06313, over 8064.45 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3115, pruned_loss=0.07712, over 2475861.20 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0831, over 23348.66 utterances.], batch size: 55, lr: 2.73e-04
2022-08-29 23:19:17,483 INFO [train.py:927] (5/8) Epoch 14, batch 26350, giga_loss[loss=0.2412, simple_loss=0.3186, pruned_loss=0.08187, over 12373.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04205, over 133.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3103, pruned_loss=0.07656, over 2475817.23 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07911, over 21858.93 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2925, pruned_loss=0.065, over 2468466.46 frames. utt_duration=1227 frames, utt_pad_proportion=0.06288, over 8059.13 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3113, pruned_loss=0.0773, over 2476367.51 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07856, over 22831.97 utterances.], batch size: 133, lr: 2.73e-04
2022-08-29 23:21:02,987 INFO [train.py:927] (5/8) Epoch 14, batch 26400, giga_loss[loss=0.2071, simple_loss=0.3013, pruned_loss=0.05648, over 12326.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03419, over 62.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3109, pruned_loss=0.07712, over 2475114.68 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07756, over 21363.30 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2927, pruned_loss=0.06492, over 2468311.49 frames. utt_duration=1230 frames, utt_pad_proportion=0.06203, over 8036.19 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3119, pruned_loss=0.07798, over 2475808.14 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07757, over 22397.65 utterances.], batch size: 62, lr: 2.73e-04
2022-08-29 23:22:47,234 INFO [train.py:927] (5/8) Epoch 14, batch 26450, giga_loss[loss=0.2124, simple_loss=0.2963, pruned_loss=0.0642, over 12359.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03186, over 58.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3115, pruned_loss=0.07743, over 2474669.92 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07948, over 21413.91 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2924, pruned_loss=0.06479, over 2468290.39 frames. utt_duration=1235 frames, utt_pad_proportion=0.06097, over 8006.64 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07854, over 2475389.20 frames. utt_duration=440 frames, utt_pad_proportion=0.07991, over 22576.25 utterances.], batch size: 58, lr: 2.73e-04
2022-08-29 23:24:29,737 INFO [train.py:927] (5/8) Epoch 14, batch 26500, libri_loss[loss=0.2171, simple_loss=0.2998, pruned_loss=0.06719, over 12309.00 frames. utt_duration=770.9 frames, utt_pad_proportion=0.121, over 64.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3131, pruned_loss=0.07977, over 2474884.06 frames. utt_duration=443.5 frames, utt_pad_proportion=0.08937, over 22394.32 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2925, pruned_loss=0.06489, over 2468488.54 frames. utt_duration=1219 frames, utt_pad_proportion=0.06599, over 8113.06 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3149, pruned_loss=0.08103, over 2475515.82 frames. utt_duration=419 frames, utt_pad_proportion=0.08783, over 23713.68 utterances.], batch size: 64, lr: 2.73e-04
2022-08-29 23:26:13,147 INFO [train.py:927] (5/8) Epoch 14, batch 26550, giga_loss[loss=0.2297, simple_loss=0.3074, pruned_loss=0.07593, over 12448.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03494, over 98.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3128, pruned_loss=0.07966, over 2475315.38 frames. utt_duration=446.3 frames, utt_pad_proportion=0.09254, over 22257.18 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.293, pruned_loss=0.06535, over 2468800.84 frames. utt_duration=1197 frames, utt_pad_proportion=0.07377, over 8260.69 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3142, pruned_loss=0.08051, over 2475656.52 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08891, over 23426.76 utterances.], batch size: 98, lr: 2.73e-04
2022-08-29 23:27:52,854 INFO [train.py:927] (5/8) Epoch 14, batch 26600, giga_loss[loss=0.201, simple_loss=0.2887, pruned_loss=0.05666, over 12141.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03609, over 36.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08053, over 2474750.71 frames. utt_duration=441.6 frames, utt_pad_proportion=0.099, over 22489.59 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2946, pruned_loss=0.06636, over 2469131.35 frames. utt_duration=1127 frames, utt_pad_proportion=0.09599, over 8778.07 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3148, pruned_loss=0.08087, over 2474965.16 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08851, over 23536.24 utterances.], batch size: 36, lr: 2.73e-04
2022-08-29 23:28:12,435 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-29 23:30:34,750 INFO [train.py:927] (5/8) Epoch 15, batch 50, giga_loss[loss=0.2145, simple_loss=0.3198, pruned_loss=0.05462, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02969, over 70.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3063, pruned_loss=0.06112, over 547401.34 frames. utt_duration=614 frames, utt_pad_proportion=0.05875, over 3574.76 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2833, pruned_loss=0.04921, over 85157.10 frames. utt_duration=1400 frames, utt_pad_proportion=0.01134, over 243.48 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.31, pruned_loss=0.06304, over 478762.31 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06186, over 3410.12 utterances.], batch size: 70, lr: 2.66e-04
2022-08-29 23:32:15,059 INFO [train.py:927] (5/8) Epoch 15, batch 100, giga_loss[loss=0.1496, simple_loss=0.2344, pruned_loss=0.03237, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03864, over 28.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2889, pruned_loss=0.05579, over 973887.17 frames. utt_duration=618.6 frames, utt_pad_proportion=0.06136, over 6312.41 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2827, pruned_loss=0.05099, over 213076.18 frames. utt_duration=1433 frames, utt_pad_proportion=0.009186, over 595.44 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2907, pruned_loss=0.05702, over 832606.56 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06599, over 6092.09 utterances.], batch size: 28, lr: 2.66e-04
2022-08-29 23:33:59,765 INFO [train.py:927] (5/8) Epoch 15, batch 150, giga_loss[loss=0.1502, simple_loss=0.2333, pruned_loss=0.03358, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02549, over 48.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2754, pruned_loss=0.05049, over 1307202.44 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06757, over 9723.11 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2837, pruned_loss=0.05153, over 235521.80 frames. utt_duration=1426 frames, utt_pad_proportion=0.008979, over 661.31 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2749, pruned_loss=0.05058, over 1184477.33 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07041, over 9565.70 utterances.], batch size: 48, lr: 2.66e-04
2022-08-29 23:35:42,974 INFO [train.py:927] (5/8) Epoch 15, batch 200, giga_loss[loss=0.1522, simple_loss=0.2388, pruned_loss=0.03284, over 12328.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02762, over 74.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2656, pruned_loss=0.04722, over 1566235.78 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06587, over 12119.06 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2822, pruned_loss=0.05048, over 257830.90 frames. utt_duration=1433 frames, utt_pad_proportion=0.008747, over 720.53 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2646, pruned_loss=0.04718, over 1460616.99 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06791, over 12028.13 utterances.], batch size: 74, lr: 2.66e-04
2022-08-29 23:37:24,119 INFO [train.py:927] (5/8) Epoch 15, batch 250, giga_loss[loss=0.1538, simple_loss=0.2314, pruned_loss=0.03807, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02921, over 39.00 utterances.], tot_loss[loss=0.1764, simple_loss=0.2611, pruned_loss=0.04586, over 1767204.55 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06974, over 14249.47 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.288, pruned_loss=0.05328, over 290989.25 frames. utt_duration=1251 frames, utt_pad_proportion=0.05881, over 931.38 utterances.], giga_tot_loss[loss=0.1747, simple_loss=0.2589, pruned_loss=0.04523, over 1672966.98 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06904, over 14160.32 utterances.], batch size: 39, lr: 2.66e-04
2022-08-29 23:39:05,703 INFO [train.py:927] (5/8) Epoch 15, batch 300, giga_loss[loss=0.138, simple_loss=0.226, pruned_loss=0.02504, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02952, over 58.00 utterances.], tot_loss[loss=0.1722, simple_loss=0.2569, pruned_loss=0.04374, over 1923647.27 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06628, over 14679.44 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05173, over 365587.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.05677, over 1162.05 utterances.], giga_tot_loss[loss=0.1703, simple_loss=0.2545, pruned_loss=0.0431, over 1828650.37 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06605, over 14814.51 utterances.], batch size: 58, lr: 2.66e-04
2022-08-29 23:40:46,014 INFO [train.py:927] (5/8) Epoch 15, batch 350, giga_loss[loss=0.1418, simple_loss=0.2194, pruned_loss=0.03212, over 12157.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.0349, over 30.00 utterances.], tot_loss[loss=0.1691, simple_loss=0.2532, pruned_loss=0.04249, over 2046019.37 frames. utt_duration=512.6 frames, utt_pad_proportion=0.0681, over 16011.57 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.284, pruned_loss=0.05135, over 376161.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05555, over 1186.24 utterances.], giga_tot_loss[loss=0.1676, simple_loss=0.2512, pruned_loss=0.04199, over 1969532.77 frames. utt_duration=489.3 frames, utt_pad_proportion=0.068, over 16151.25 utterances.], batch size: 30, lr: 2.66e-04
2022-08-29 23:42:28,482 INFO [train.py:927] (5/8) Epoch 15, batch 400, giga_loss[loss=0.1582, simple_loss=0.2483, pruned_loss=0.03399, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0404, over 113.00 utterances.], tot_loss[loss=0.1662, simple_loss=0.2497, pruned_loss=0.0414, over 2140643.22 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06713, over 16426.43 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2816, pruned_loss=0.05074, over 407216.91 frames. utt_duration=1291 frames, utt_pad_proportion=0.05199, over 1263.07 utterances.], giga_tot_loss[loss=0.1649, simple_loss=0.248, pruned_loss=0.04094, over 2075402.75 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06741, over 16682.28 utterances.], batch size: 113, lr: 2.66e-04
2022-08-29 23:44:09,652 INFO [train.py:927] (5/8) Epoch 15, batch 450, giga_loss[loss=0.1869, simple_loss=0.2606, pruned_loss=0.05655, over 12368.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.192, over 366.00 utterances.], tot_loss[loss=0.1646, simple_loss=0.2473, pruned_loss=0.041, over 2214004.89 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07732, over 18005.49 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2821, pruned_loss=0.05131, over 448149.12 frames. utt_duration=1243 frames, utt_pad_proportion=0.06942, over 1443.67 utterances.], giga_tot_loss[loss=0.1629, simple_loss=0.2451, pruned_loss=0.04031, over 2157027.07 frames. utt_duration=472.3 frames, utt_pad_proportion=0.0762, over 18327.51 utterances.], batch size: 366, lr: 2.66e-04
2022-08-29 23:45:51,029 INFO [train.py:927] (5/8) Epoch 15, batch 500, giga_loss[loss=0.2462, simple_loss=0.3268, pruned_loss=0.08283, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05161, over 161.00 utterances.], tot_loss[loss=0.1726, simple_loss=0.2561, pruned_loss=0.04457, over 2272494.19 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07218, over 17922.22 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05278, over 498013.07 frames. utt_duration=1191 frames, utt_pad_proportion=0.08146, over 1675.09 utterances.], giga_tot_loss[loss=0.1702, simple_loss=0.2532, pruned_loss=0.04359, over 2222152.34 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07029, over 18339.29 utterances.], batch size: 161, lr: 2.66e-04
2022-08-29 23:47:34,328 INFO [train.py:927] (5/8) Epoch 15, batch 550, giga_loss[loss=0.2234, simple_loss=0.3089, pruned_loss=0.069, over 12353.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2673, pruned_loss=0.04908, over 2315953.04 frames. utt_duration=524 frames, utt_pad_proportion=0.06907, over 17727.92 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05279, over 508003.00 frames. utt_duration=1194 frames, utt_pad_proportion=0.07984, over 1703.72 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2653, pruned_loss=0.04838, over 2275698.55 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06774, over 18096.59 utterances.], batch size: 97, lr: 2.66e-04
2022-08-29 23:49:16,481 INFO [train.py:927] (5/8) Epoch 15, batch 600, libri_loss[loss=0.1938, simple_loss=0.2868, pruned_loss=0.05044, over 12229.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.00611, over 34.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2734, pruned_loss=0.05064, over 2349659.87 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06688, over 17507.81 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.286, pruned_loss=0.05351, over 603582.52 frames. utt_duration=1199 frames, utt_pad_proportion=0.08449, over 2015.58 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2709, pruned_loss=0.0498, over 2310847.85 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06519, over 18243.55 utterances.], batch size: 34, lr: 2.66e-04
2022-08-29 23:50:58,196 INFO [train.py:927] (5/8) Epoch 15, batch 650, giga_loss[loss=0.2078, simple_loss=0.2872, pruned_loss=0.06419, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0359, over 40.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.277, pruned_loss=0.05174, over 2377504.45 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06339, over 17663.38 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2846, pruned_loss=0.05322, over 658762.52 frames. utt_duration=1213 frames, utt_pad_proportion=0.08047, over 2174.11 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2751, pruned_loss=0.05109, over 2343622.00 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06241, over 18520.74 utterances.], batch size: 40, lr: 2.66e-04
2022-08-29 23:52:44,562 INFO [train.py:927] (5/8) Epoch 15, batch 700, giga_loss[loss=0.2021, simple_loss=0.295, pruned_loss=0.0546, over 12423.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03908, over 105.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2821, pruned_loss=0.05472, over 2399564.21 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06043, over 18302.08 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2839, pruned_loss=0.0532, over 712598.63 frames. utt_duration=1229 frames, utt_pad_proportion=0.07448, over 2321.20 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2807, pruned_loss=0.05425, over 2370030.81 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06027, over 19276.88 utterances.], batch size: 105, lr: 2.66e-04
2022-08-29 23:54:26,855 INFO [train.py:927] (5/8) Epoch 15, batch 750, libri_loss[loss=0.164, simple_loss=0.2495, pruned_loss=0.03927, over 12269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04042, over 27.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2866, pruned_loss=0.05678, over 2415332.60 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06375, over 18566.75 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2827, pruned_loss=0.0526, over 772579.26 frames. utt_duration=1241 frames, utt_pad_proportion=0.07113, over 2493.00 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2859, pruned_loss=0.05673, over 2390166.03 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06375, over 19729.53 utterances.], batch size: 27, lr: 2.66e-04
2022-08-29 23:56:08,455 INFO [train.py:927] (5/8) Epoch 15, batch 800, libri_loss[loss=0.2171, simple_loss=0.2997, pruned_loss=0.06724, over 12273.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007811, over 37.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2887, pruned_loss=0.05662, over 2428009.87 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05948, over 17929.47 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2819, pruned_loss=0.05186, over 839079.54 frames. utt_duration=1256 frames, utt_pad_proportion=0.06536, over 2676.03 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2887, pruned_loss=0.05697, over 2406126.48 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06035, over 19283.08 utterances.], batch size: 37, lr: 2.66e-04
2022-08-29 23:57:47,817 INFO [train.py:927] (5/8) Epoch 15, batch 850, giga_loss[loss=0.2189, simple_loss=0.3156, pruned_loss=0.06108, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04156, over 146.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05638, over 2437557.22 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05634, over 17291.77 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2817, pruned_loss=0.05175, over 871611.27 frames. utt_duration=1261 frames, utt_pad_proportion=0.06273, over 2767.79 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05678, over 2419383.87 frames. utt_duration=523.3 frames, utt_pad_proportion=0.05755, over 18547.44 utterances.], batch size: 146, lr: 2.66e-04
2022-08-29 23:59:30,802 INFO [train.py:927] (5/8) Epoch 15, batch 900, giga_loss[loss=0.1825, simple_loss=0.2802, pruned_loss=0.04243, over 12309.00 frames. utt_duration=795.6 frames, utt_pad_proportion=0.03681, over 62.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2909, pruned_loss=0.05594, over 2445050.65 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05816, over 16883.78 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2823, pruned_loss=0.05181, over 903344.34 frames. utt_duration=1230 frames, utt_pad_proportion=0.0727, over 2941.49 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.291, pruned_loss=0.05631, over 2430123.72 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05768, over 17986.55 utterances.], batch size: 62, lr: 2.66e-04
2022-08-30 00:01:12,295 INFO [train.py:927] (5/8) Epoch 15, batch 950, giga_loss[loss=0.1974, simple_loss=0.2932, pruned_loss=0.05085, over 12458.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03402, over 37.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05775, over 2451718.20 frames. utt_duration=606.8 frames, utt_pad_proportion=0.0563, over 16202.80 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2829, pruned_loss=0.05189, over 950171.59 frames. utt_duration=1207 frames, utt_pad_proportion=0.07889, over 3153.51 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05816, over 2438809.71 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05486, over 17261.11 utterances.], batch size: 37, lr: 2.66e-04
2022-08-30 00:02:53,468 INFO [train.py:927] (5/8) Epoch 15, batch 1000, giga_loss[loss=0.2276, simple_loss=0.3051, pruned_loss=0.07508, over 12320.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03407, over 58.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.05921, over 2456176.67 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05882, over 16758.90 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2851, pruned_loss=0.05222, over 987580.35 frames. utt_duration=1187 frames, utt_pad_proportion=0.08594, over 3332.71 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2935, pruned_loss=0.05957, over 2445719.78 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05591, over 17740.53 utterances.], batch size: 58, lr: 2.66e-04
2022-08-30 00:04:32,365 INFO [train.py:927] (5/8) Epoch 15, batch 1050, giga_loss[loss=0.1961, simple_loss=0.2768, pruned_loss=0.05773, over 12360.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03111, over 85.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2951, pruned_loss=0.06016, over 2460325.93 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05758, over 17389.50 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2884, pruned_loss=0.05316, over 1031731.33 frames. utt_duration=1183 frames, utt_pad_proportion=0.08234, over 3492.67 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2937, pruned_loss=0.06029, over 2451416.08 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05564, over 18401.07 utterances.], batch size: 85, lr: 2.66e-04
2022-08-30 00:06:15,155 INFO [train.py:927] (5/8) Epoch 15, batch 1100, giga_loss[loss=0.1732, simple_loss=0.2625, pruned_loss=0.04197, over 12372.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03, over 51.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2931, pruned_loss=0.05915, over 2463916.14 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05984, over 17518.76 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2883, pruned_loss=0.05296, over 1074238.84 frames. utt_duration=1195 frames, utt_pad_proportion=0.07828, over 3599.49 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2922, pruned_loss=0.05952, over 2456654.06 frames. utt_duration=529.5 frames, utt_pad_proportion=0.05866, over 18609.65 utterances.], batch size: 51, lr: 2.66e-04
2022-08-30 00:07:59,801 INFO [train.py:927] (5/8) Epoch 15, batch 1150, giga_loss[loss=0.1926, simple_loss=0.2686, pruned_loss=0.05832, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2889, pruned_loss=0.05753, over 2466873.13 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06248, over 18695.62 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2884, pruned_loss=0.05308, over 1095267.72 frames. utt_duration=1199 frames, utt_pad_proportion=0.07613, over 3657.20 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2882, pruned_loss=0.05785, over 2460898.96 frames. utt_duration=501 frames, utt_pad_proportion=0.06177, over 19707.87 utterances.], batch size: 212, lr: 2.66e-04
2022-08-30 00:09:41,868 INFO [train.py:927] (5/8) Epoch 15, batch 1200, giga_loss[loss=0.172, simple_loss=0.2722, pruned_loss=0.03594, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03307, over 75.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.285, pruned_loss=0.05611, over 2469031.05 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06809, over 19442.08 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2874, pruned_loss=0.05265, over 1149252.49 frames. utt_duration=1213 frames, utt_pad_proportion=0.07125, over 3794.48 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2848, pruned_loss=0.05668, over 2464180.42 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06791, over 20678.04 utterances.], batch size: 75, lr: 2.66e-04
2022-08-30 00:11:25,728 INFO [train.py:927] (5/8) Epoch 15, batch 1250, giga_loss[loss=0.2044, simple_loss=0.2938, pruned_loss=0.05754, over 12425.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03615, over 113.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2838, pruned_loss=0.05561, over 2470093.28 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06862, over 18939.89 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2872, pruned_loss=0.05297, over 1188537.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.06786, over 3890.50 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2837, pruned_loss=0.05601, over 2466050.26 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06904, over 20256.74 utterances.], batch size: 113, lr: 2.66e-04
2022-08-30 00:13:10,275 INFO [train.py:927] (5/8) Epoch 15, batch 1300, giga_loss[loss=0.17, simple_loss=0.2484, pruned_loss=0.04584, over 12361.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.0418, over 37.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2823, pruned_loss=0.05546, over 2470007.06 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06627, over 17927.17 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.05329, over 1238281.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06372, over 4006.71 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.282, pruned_loss=0.05574, over 2467325.80 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06755, over 19423.68 utterances.], batch size: 37, lr: 2.66e-04
2022-08-30 00:14:50,133 INFO [train.py:927] (5/8) Epoch 15, batch 1350, giga_loss[loss=0.2061, simple_loss=0.2844, pruned_loss=0.06395, over 12348.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1909, over 363.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.279, pruned_loss=0.05431, over 2470593.86 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06468, over 17379.46 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2871, pruned_loss=0.05321, over 1263004.98 frames. utt_duration=1244 frames, utt_pad_proportion=0.06185, over 4066.17 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2787, pruned_loss=0.05459, over 2468212.26 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06619, over 18754.26 utterances.], batch size: 363, lr: 2.66e-04
2022-08-30 00:16:32,153 INFO [train.py:927] (5/8) Epoch 15, batch 1400, libri_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05299, over 12461.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009367, over 39.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2762, pruned_loss=0.05373, over 2470873.02 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06141, over 16763.70 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05294, over 1286985.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.06011, over 4117.52 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2761, pruned_loss=0.05409, over 2468967.29 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06325, over 18045.94 utterances.], batch size: 39, lr: 2.66e-04
2022-08-30 00:18:12,198 INFO [train.py:927] (5/8) Epoch 15, batch 1450, giga_loss[loss=0.1949, simple_loss=0.2782, pruned_loss=0.05582, over 12420.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04927, over 161.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2733, pruned_loss=0.05298, over 2471631.59 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06227, over 16883.65 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2862, pruned_loss=0.0529, over 1316148.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.058, over 4182.92 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2731, pruned_loss=0.0533, over 2470238.48 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06416, over 18132.52 utterances.], batch size: 161, lr: 2.66e-04
2022-08-30 00:19:54,432 INFO [train.py:927] (5/8) Epoch 15, batch 1500, giga_loss[loss=0.1612, simple_loss=0.2444, pruned_loss=0.039, over 12325.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03114, over 28.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.271, pruned_loss=0.05203, over 2471498.23 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06339, over 16865.75 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2858, pruned_loss=0.05256, over 1338912.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.05638, over 4231.91 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2708, pruned_loss=0.05245, over 2470534.37 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06516, over 18031.18 utterances.], batch size: 28, lr: 2.66e-04
2022-08-30 00:21:36,801 INFO [train.py:927] (5/8) Epoch 15, batch 1550, giga_loss[loss=0.1971, simple_loss=0.2834, pruned_loss=0.05544, over 12414.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03944, over 105.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2717, pruned_loss=0.05255, over 2471364.11 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06772, over 17038.87 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2862, pruned_loss=0.05257, over 1383557.69 frames. utt_duration=1255 frames, utt_pad_proportion=0.06158, over 4414.13 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2709, pruned_loss=0.05288, over 2470471.28 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06802, over 18275.63 utterances.], batch size: 105, lr: 2.66e-04
2022-08-30 00:23:18,939 INFO [train.py:927] (5/8) Epoch 15, batch 1600, giga_loss[loss=0.2421, simple_loss=0.3245, pruned_loss=0.07991, over 12449.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03519, over 86.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2755, pruned_loss=0.05467, over 2472258.93 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06183, over 16729.24 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2865, pruned_loss=0.05296, over 1410609.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.0599, over 4491.13 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2744, pruned_loss=0.05476, over 2471446.35 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06284, over 17907.83 utterances.], batch size: 86, lr: 2.66e-04
2022-08-30 00:25:02,088 INFO [train.py:927] (5/8) Epoch 15, batch 1650, giga_loss[loss=0.2506, simple_loss=0.3273, pruned_loss=0.08694, over 12328.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2815, pruned_loss=0.05755, over 2472303.90 frames. utt_duration=576.6 frames, utt_pad_proportion=0.0621, over 17195.94 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05276, over 1431915.29 frames. utt_duration=1263 frames, utt_pad_proportion=0.05844, over 4541.90 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2807, pruned_loss=0.0578, over 2471448.93 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06319, over 18315.59 utterances.], batch size: 58, lr: 2.66e-04
2022-08-30 00:26:45,001 INFO [train.py:927] (5/8) Epoch 15, batch 1700, giga_loss[loss=0.1995, simple_loss=0.3002, pruned_loss=0.04939, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2885, pruned_loss=0.05993, over 2473343.54 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06771, over 18342.86 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.287, pruned_loss=0.05314, over 1468143.83 frames. utt_duration=1226 frames, utt_pad_proportion=0.06893, over 4795.31 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2873, pruned_loss=0.06011, over 2472347.17 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06593, over 19436.15 utterances.], batch size: 62, lr: 2.66e-04
2022-08-30 00:28:25,567 INFO [train.py:927] (5/8) Epoch 15, batch 1750, giga_loss[loss=0.3385, simple_loss=0.3868, pruned_loss=0.1451, over 12368.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1121, over 260.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2937, pruned_loss=0.06207, over 2473220.71 frames. utt_duration=538 frames, utt_pad_proportion=0.06755, over 18438.70 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2864, pruned_loss=0.05277, over 1488217.23 frames. utt_duration=1233 frames, utt_pad_proportion=0.06725, over 4833.13 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2932, pruned_loss=0.06256, over 2472319.93 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06652, over 19510.18 utterances.], batch size: 260, lr: 2.66e-04
2022-08-30 00:30:09,137 INFO [train.py:927] (5/8) Epoch 15, batch 1800, giga_loss[loss=0.1964, simple_loss=0.2798, pruned_loss=0.05652, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02683, over 42.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2908, pruned_loss=0.05923, over 2473100.73 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06453, over 18274.24 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05279, over 1507792.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.06584, over 4870.27 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2906, pruned_loss=0.05973, over 2472333.15 frames. utt_duration=513 frames, utt_pad_proportion=0.06418, over 19335.77 utterances.], batch size: 42, lr: 2.66e-04
2022-08-30 00:31:50,674 INFO [train.py:927] (5/8) Epoch 15, batch 1850, libri_loss[loss=0.2073, simple_loss=0.3052, pruned_loss=0.0547, over 12382.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006592, over 34.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2906, pruned_loss=0.05853, over 2474104.22 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06309, over 18477.39 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2858, pruned_loss=0.05258, over 1522285.90 frames. utt_duration=1243 frames, utt_pad_proportion=0.06471, over 4904.07 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2907, pruned_loss=0.05911, over 2473429.35 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06313, over 19467.02 utterances.], batch size: 34, lr: 2.66e-04
2022-08-30 00:33:35,997 INFO [train.py:927] (5/8) Epoch 15, batch 1900, giga_loss[loss=0.2158, simple_loss=0.297, pruned_loss=0.06731, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0364, over 40.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2932, pruned_loss=0.06038, over 2473874.74 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06073, over 18156.61 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05249, over 1536539.80 frames. utt_duration=1248 frames, utt_pad_proportion=0.06376, over 4930.35 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2934, pruned_loss=0.06098, over 2473297.21 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06108, over 19095.14 utterances.], batch size: 40, lr: 2.66e-04
2022-08-30 00:35:21,004 INFO [train.py:927] (5/8) Epoch 15, batch 1950, giga_loss[loss=0.2233, simple_loss=0.3073, pruned_loss=0.06965, over 12372.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03191, over 62.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2941, pruned_loss=0.06125, over 2474566.47 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06271, over 17773.15 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2852, pruned_loss=0.05232, over 1569072.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.06113, over 4992.82 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2947, pruned_loss=0.0621, over 2473920.73 frames. utt_duration=525.4 frames, utt_pad_proportion=0.0635, over 18886.77 utterances.], batch size: 62, lr: 2.66e-04
2022-08-30 00:37:05,784 INFO [train.py:927] (5/8) Epoch 15, batch 2000, giga_loss[loss=0.2051, simple_loss=0.2903, pruned_loss=0.05996, over 12275.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02681, over 54.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2946, pruned_loss=0.06174, over 2474148.07 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06654, over 17764.30 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2851, pruned_loss=0.05215, over 1582579.27 frames. utt_duration=1254 frames, utt_pad_proportion=0.06099, over 5052.74 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2953, pruned_loss=0.06263, over 2473640.89 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06702, over 18759.38 utterances.], batch size: 54, lr: 2.66e-04
2022-08-30 00:38:49,222 INFO [train.py:927] (5/8) Epoch 15, batch 2050, giga_loss[loss=0.2278, simple_loss=0.3045, pruned_loss=0.07556, over 12342.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.0342, over 51.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2959, pruned_loss=0.06168, over 2474168.43 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06455, over 17109.82 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05181, over 1595939.52 frames. utt_duration=1259 frames, utt_pad_proportion=0.06009, over 5076.83 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2969, pruned_loss=0.06268, over 2473717.67 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06529, over 18031.82 utterances.], batch size: 51, lr: 2.66e-04
2022-08-30 00:40:34,908 INFO [train.py:927] (5/8) Epoch 15, batch 2100, giga_loss[loss=0.1951, simple_loss=0.2817, pruned_loss=0.05427, over 12274.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02498, over 54.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2961, pruned_loss=0.06179, over 2473911.76 frames. utt_duration=608.7 frames, utt_pad_proportion=0.06011, over 16297.41 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05194, over 1617961.94 frames. utt_duration=1259 frames, utt_pad_proportion=0.05851, over 5147.10 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2969, pruned_loss=0.06276, over 2473293.57 frames. utt_duration=575.6 frames, utt_pad_proportion=0.0614, over 17233.41 utterances.], batch size: 54, lr: 2.66e-04
2022-08-30 00:42:17,082 INFO [train.py:927] (5/8) Epoch 15, batch 2150, giga_loss[loss=0.206, simple_loss=0.2935, pruned_loss=0.05929, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03248, over 42.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2945, pruned_loss=0.0612, over 2473709.26 frames. utt_duration=633.4 frames, utt_pad_proportion=0.05588, over 15658.14 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05167, over 1651309.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.05594, over 5205.33 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.296, pruned_loss=0.06249, over 2473461.48 frames. utt_duration=591.9 frames, utt_pad_proportion=0.05792, over 16758.09 utterances.], batch size: 42, lr: 2.66e-04
2022-08-30 00:44:00,800 INFO [train.py:927] (5/8) Epoch 15, batch 2200, giga_loss[loss=0.2016, simple_loss=0.2931, pruned_loss=0.05504, over 12333.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03089, over 91.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2948, pruned_loss=0.06187, over 2473067.77 frames. utt_duration=631.9 frames, utt_pad_proportion=0.0574, over 15691.57 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2833, pruned_loss=0.05116, over 1683210.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.05391, over 5285.54 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2969, pruned_loss=0.06358, over 2473285.15 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05949, over 16874.03 utterances.], batch size: 91, lr: 2.66e-04
2022-08-30 00:45:43,042 INFO [train.py:927] (5/8) Epoch 15, batch 2250, giga_loss[loss=0.1887, simple_loss=0.2781, pruned_loss=0.04961, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02945, over 55.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.295, pruned_loss=0.06197, over 2472432.83 frames. utt_duration=650.4 frames, utt_pad_proportion=0.05451, over 15240.88 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2827, pruned_loss=0.05086, over 1698776.72 frames. utt_duration=1281 frames, utt_pad_proportion=0.05275, over 5311.69 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2973, pruned_loss=0.0637, over 2472680.52 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05676, over 16337.18 utterances.], batch size: 55, lr: 2.66e-04
2022-08-30 00:47:26,965 INFO [train.py:927] (5/8) Epoch 15, batch 2300, giga_loss[loss=0.196, simple_loss=0.2851, pruned_loss=0.05343, over 12287.00 frames. utt_duration=794.3 frames, utt_pad_proportion=0.03726, over 62.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2945, pruned_loss=0.06181, over 2472501.08 frames. utt_duration=656.1 frames, utt_pad_proportion=0.05829, over 15108.56 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05065, over 1721342.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.0517, over 5362.84 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2969, pruned_loss=0.06362, over 2473023.51 frames. utt_duration=612.3 frames, utt_pad_proportion=0.06016, over 16194.80 utterances.], batch size: 62, lr: 2.65e-04
2022-08-30 00:49:10,038 INFO [train.py:927] (5/8) Epoch 15, batch 2350, giga_loss[loss=0.2004, simple_loss=0.2809, pruned_loss=0.05994, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2928, pruned_loss=0.0614, over 2471748.94 frames. utt_duration=633.6 frames, utt_pad_proportion=0.06221, over 15641.26 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2819, pruned_loss=0.05055, over 1728792.70 frames. utt_duration=1290 frames, utt_pad_proportion=0.05158, over 5366.21 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2949, pruned_loss=0.06297, over 2472193.97 frames. utt_duration=598.1 frames, utt_pad_proportion=0.0635, over 16575.29 utterances.], batch size: 48, lr: 2.65e-04
2022-08-30 00:50:54,984 INFO [train.py:927] (5/8) Epoch 15, batch 2400, giga_loss[loss=0.2215, simple_loss=0.3007, pruned_loss=0.07117, over 12408.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03432, over 80.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2919, pruned_loss=0.06168, over 2472610.48 frames. utt_duration=642.8 frames, utt_pad_proportion=0.05905, over 15423.12 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05041, over 1750602.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.05005, over 5400.83 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2943, pruned_loss=0.06332, over 2473157.83 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06082, over 16411.17 utterances.], batch size: 80, lr: 2.65e-04
2022-08-30 00:52:37,428 INFO [train.py:927] (5/8) Epoch 15, batch 2450, giga_loss[loss=0.1879, simple_loss=0.2727, pruned_loss=0.05162, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03731, over 40.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2896, pruned_loss=0.06086, over 2472462.13 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05693, over 15772.69 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2816, pruned_loss=0.05051, over 1757713.21 frames. utt_duration=1299 frames, utt_pad_proportion=0.04954, over 5419.75 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2915, pruned_loss=0.06218, over 2472981.30 frames. utt_duration=596.3 frames, utt_pad_proportion=0.0586, over 16632.16 utterances.], batch size: 40, lr: 2.65e-04
2022-08-30 00:54:18,548 INFO [train.py:927] (5/8) Epoch 15, batch 2500, giga_loss[loss=0.182, simple_loss=0.2678, pruned_loss=0.04813, over 12427.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03636, over 105.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.286, pruned_loss=0.05934, over 2470908.00 frames. utt_duration=625.6 frames, utt_pad_proportion=0.05695, over 15836.36 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2813, pruned_loss=0.05045, over 1768155.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.04881, over 5438.36 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2878, pruned_loss=0.06056, over 2471515.26 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05854, over 16645.32 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 00:56:02,078 INFO [train.py:927] (5/8) Epoch 15, batch 2550, giga_loss[loss=0.2113, simple_loss=0.3037, pruned_loss=0.05941, over 12361.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04039, over 145.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2834, pruned_loss=0.05763, over 2471353.81 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05803, over 15744.49 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2817, pruned_loss=0.05056, over 1782257.83 frames. utt_duration=1301 frames, utt_pad_proportion=0.04785, over 5486.15 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2846, pruned_loss=0.05867, over 2471697.39 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05966, over 16536.09 utterances.], batch size: 145, lr: 2.65e-04
2022-08-30 00:57:43,907 INFO [train.py:927] (5/8) Epoch 15, batch 2600, giga_loss[loss=0.2025, simple_loss=0.2986, pruned_loss=0.05319, over 12395.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.285, pruned_loss=0.05804, over 2472103.78 frames. utt_duration=589.3 frames, utt_pad_proportion=0.0643, over 16823.60 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2815, pruned_loss=0.05057, over 1809402.08 frames. utt_duration=1306 frames, utt_pad_proportion=0.04626, over 5547.49 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2863, pruned_loss=0.05915, over 2472338.24 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06595, over 17815.41 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 00:59:26,478 INFO [train.py:927] (5/8) Epoch 15, batch 2650, giga_loss[loss=0.2015, simple_loss=0.279, pruned_loss=0.062, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04258, over 37.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2855, pruned_loss=0.05757, over 2471446.69 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06417, over 16996.66 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05067, over 1821856.40 frames. utt_duration=1310 frames, utt_pad_proportion=0.04534, over 5567.39 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2865, pruned_loss=0.05852, over 2472263.82 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06586, over 17974.32 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 01:01:08,514 INFO [train.py:927] (5/8) Epoch 15, batch 2700, giga_loss[loss=0.1998, simple_loss=0.2895, pruned_loss=0.05505, over 12426.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2845, pruned_loss=0.05609, over 2472431.22 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05978, over 17115.37 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2817, pruned_loss=0.0507, over 1825118.12 frames. utt_duration=1310 frames, utt_pad_proportion=0.0451, over 5577.55 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2851, pruned_loss=0.05684, over 2473060.41 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06139, over 17920.59 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 01:02:51,697 INFO [train.py:927] (5/8) Epoch 15, batch 2750, giga_loss[loss=0.1753, simple_loss=0.2697, pruned_loss=0.04042, over 12359.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.285, pruned_loss=0.05602, over 2472464.98 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05749, over 17083.96 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2823, pruned_loss=0.05093, over 1831613.66 frames. utt_duration=1305 frames, utt_pad_proportion=0.04564, over 5619.75 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2852, pruned_loss=0.0565, over 2472926.17 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05876, over 17776.73 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 01:04:33,366 INFO [train.py:927] (5/8) Epoch 15, batch 2800, giga_loss[loss=0.2242, simple_loss=0.3143, pruned_loss=0.06704, over 12399.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07343, over 212.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2858, pruned_loss=0.05617, over 2473056.05 frames. utt_duration=598.5 frames, utt_pad_proportion=0.05697, over 16570.05 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.051, over 1850854.76 frames. utt_duration=1303 frames, utt_pad_proportion=0.045, over 5687.43 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2857, pruned_loss=0.05664, over 2473205.44 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05841, over 17374.90 utterances.], batch size: 212, lr: 2.65e-04
2022-08-30 01:06:15,828 INFO [train.py:927] (5/8) Epoch 15, batch 2850, giga_loss[loss=0.2076, simple_loss=0.2941, pruned_loss=0.06053, over 12423.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2875, pruned_loss=0.05669, over 2473476.69 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05693, over 17125.98 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05092, over 1856970.24 frames. utt_duration=1306 frames, utt_pad_proportion=0.04456, over 5694.52 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2877, pruned_loss=0.05717, over 2473679.93 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05819, over 17859.86 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 01:07:58,491 INFO [train.py:927] (5/8) Epoch 15, batch 2900, giga_loss[loss=0.1781, simple_loss=0.2799, pruned_loss=0.03819, over 12319.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.0288, over 74.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2881, pruned_loss=0.05669, over 2473198.52 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06139, over 17483.70 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2824, pruned_loss=0.05084, over 1860077.39 frames. utt_duration=1307 frames, utt_pad_proportion=0.04433, over 5700.05 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2883, pruned_loss=0.05715, over 2473333.67 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06231, over 18106.28 utterances.], batch size: 74, lr: 2.65e-04
2022-08-30 01:09:38,175 INFO [train.py:927] (5/8) Epoch 15, batch 2950, giga_loss[loss=0.1891, simple_loss=0.2805, pruned_loss=0.04878, over 12364.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.0258, over 66.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2879, pruned_loss=0.05696, over 2473027.72 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06056, over 17593.18 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.05087, over 1871868.12 frames. utt_duration=1307 frames, utt_pad_proportion=0.04394, over 5735.83 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2882, pruned_loss=0.05741, over 2473470.47 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06155, over 18264.51 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:11:19,768 INFO [train.py:927] (5/8) Epoch 15, batch 3000, giga_loss[loss=0.1785, simple_loss=0.2568, pruned_loss=0.05005, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02991, over 45.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2876, pruned_loss=0.0571, over 2473481.90 frames. utt_duration=564 frames, utt_pad_proportion=0.05835, over 17589.39 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05126, over 1892719.97 frames. utt_duration=1290 frames, utt_pad_proportion=0.04903, over 5876.09 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2875, pruned_loss=0.05739, over 2473713.78 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05805, over 18365.40 utterances.], batch size: 45, lr: 2.65e-04
2022-08-30 01:11:19,769 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 01:11:34,481 INFO [train.py:967] (5/8) 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 01:13:14,223 INFO [train.py:927] (5/8) Epoch 15, batch 3050, giga_loss[loss=0.2041, simple_loss=0.2983, pruned_loss=0.05494, over 12357.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06135, over 182.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2884, pruned_loss=0.05624, over 2474097.34 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06005, over 18334.37 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05131, over 1906812.59 frames. utt_duration=1294 frames, utt_pad_proportion=0.04778, over 5900.90 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2885, pruned_loss=0.05657, over 2474571.80 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06021, over 19204.54 utterances.], batch size: 182, lr: 2.65e-04
2022-08-30 01:14:55,663 INFO [train.py:927] (5/8) Epoch 15, batch 3100, giga_loss[loss=0.1635, simple_loss=0.2448, pruned_loss=0.04105, over 12356.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04399, over 31.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2878, pruned_loss=0.05663, over 2473701.61 frames. utt_duration=547 frames, utt_pad_proportion=0.06158, over 18138.15 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05131, over 1906812.59 frames. utt_duration=1294 frames, utt_pad_proportion=0.04778, over 5900.90 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2879, pruned_loss=0.05689, over 2474070.89 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06165, over 18815.41 utterances.], batch size: 31, lr: 2.65e-04
2022-08-30 01:16:33,866 INFO [train.py:927] (5/8) Epoch 15, batch 3150, giga_loss[loss=0.1933, simple_loss=0.2743, pruned_loss=0.05612, over 12436.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03056, over 80.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2859, pruned_loss=0.05644, over 2474050.81 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05822, over 17417.11 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.282, pruned_loss=0.05082, over 1934105.06 frames. utt_duration=1307 frames, utt_pad_proportion=0.04577, over 5925.86 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2869, pruned_loss=0.05725, over 2474780.26 frames. utt_duration=537.3 frames, utt_pad_proportion=0.0592, over 18474.31 utterances.], batch size: 80, lr: 2.65e-04
2022-08-30 01:18:12,995 INFO [train.py:927] (5/8) Epoch 15, batch 3200, giga_loss[loss=0.1987, simple_loss=0.2899, pruned_loss=0.05379, over 12409.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0382, over 123.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2843, pruned_loss=0.05641, over 2473540.38 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05659, over 17202.10 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.0511, over 1942370.66 frames. utt_duration=1306 frames, utt_pad_proportion=0.04556, over 5956.71 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2849, pruned_loss=0.05695, over 2473939.59 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05761, over 18160.21 utterances.], batch size: 123, lr: 2.65e-04
2022-08-30 01:19:59,273 INFO [train.py:927] (5/8) Epoch 15, batch 3250, giga_loss[loss=0.1932, simple_loss=0.2761, pruned_loss=0.05514, over 12391.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05139, over 161.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2823, pruned_loss=0.05583, over 2473901.72 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06005, over 17321.47 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.283, pruned_loss=0.05151, over 1963020.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05449, over 6151.61 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2823, pruned_loss=0.05613, over 2474430.50 frames. utt_duration=541.8 frames, utt_pad_proportion=0.0581, over 18317.80 utterances.], batch size: 161, lr: 2.65e-04
2022-08-30 01:21:43,332 INFO [train.py:927] (5/8) Epoch 15, batch 3300, giga_loss[loss=0.2162, simple_loss=0.2998, pruned_loss=0.06627, over 12406.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05036, over 161.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2792, pruned_loss=0.05499, over 2473605.17 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05971, over 17504.86 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2832, pruned_loss=0.05154, over 1968221.81 frames. utt_duration=1280 frames, utt_pad_proportion=0.05394, over 6159.09 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.279, pruned_loss=0.05523, over 2473932.02 frames. utt_duration=540 frames, utt_pad_proportion=0.05838, over 18377.43 utterances.], batch size: 161, lr: 2.65e-04
2022-08-30 01:23:22,326 INFO [train.py:927] (5/8) Epoch 15, batch 3350, giga_loss[loss=0.1974, simple_loss=0.2766, pruned_loss=0.05911, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03656, over 43.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2812, pruned_loss=0.05505, over 2473947.39 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05596, over 17073.32 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2843, pruned_loss=0.05158, over 1983079.02 frames. utt_duration=1282 frames, utt_pad_proportion=0.05281, over 6195.90 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2802, pruned_loss=0.0553, over 2474321.51 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05545, over 18049.27 utterances.], batch size: 43, lr: 2.65e-04
2022-08-30 01:25:01,995 INFO [train.py:927] (5/8) Epoch 15, batch 3400, giga_loss[loss=0.1999, simple_loss=0.2895, pruned_loss=0.0551, over 12430.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03298, over 80.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2828, pruned_loss=0.05519, over 2474149.68 frames. utt_duration=599.6 frames, utt_pad_proportion=0.0521, over 16547.15 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05181, over 1995048.06 frames. utt_duration=1273 frames, utt_pad_proportion=0.05344, over 6276.74 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2816, pruned_loss=0.0553, over 2474614.88 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05171, over 17491.94 utterances.], batch size: 80, lr: 2.65e-04
2022-08-30 01:26:42,414 INFO [train.py:927] (5/8) Epoch 15, batch 3450, giga_loss[loss=0.1883, simple_loss=0.284, pruned_loss=0.04625, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2856, pruned_loss=0.05651, over 2474480.85 frames. utt_duration=587 frames, utt_pad_proportion=0.05328, over 16905.08 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2844, pruned_loss=0.05165, over 2004146.26 frames. utt_duration=1280 frames, utt_pad_proportion=0.05277, over 6272.29 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2849, pruned_loss=0.05678, over 2475219.29 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05311, over 17839.20 utterances.], batch size: 75, lr: 2.65e-04
2022-08-30 01:28:29,027 INFO [train.py:927] (5/8) Epoch 15, batch 3500, libri_loss[loss=0.1605, simple_loss=0.2421, pruned_loss=0.03941, over 12313.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.04006, over 27.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2899, pruned_loss=0.05987, over 2473096.58 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05661, over 16775.07 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.0517, over 2017727.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.05152, over 6277.97 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2897, pruned_loss=0.06025, over 2473992.81 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05679, over 17820.59 utterances.], batch size: 27, lr: 2.65e-04
2022-08-30 01:30:11,673 INFO [train.py:927] (5/8) Epoch 15, batch 3550, giga_loss[loss=0.2869, simple_loss=0.3411, pruned_loss=0.1164, over 12340.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1986, over 366.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2968, pruned_loss=0.06446, over 2473394.59 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06269, over 18437.59 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2839, pruned_loss=0.0517, over 2026466.85 frames. utt_duration=1292 frames, utt_pad_proportion=0.05061, over 6280.38 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2969, pruned_loss=0.06494, over 2474375.17 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06283, over 19459.72 utterances.], batch size: 366, lr: 2.65e-04
2022-08-30 01:31:55,746 INFO [train.py:927] (5/8) Epoch 15, batch 3600, giga_loss[loss=0.3367, simple_loss=0.3815, pruned_loss=0.146, over 12378.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1111, over 260.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3032, pruned_loss=0.0697, over 2473858.44 frames. utt_duration=505 frames, utt_pad_proportion=0.07291, over 19650.97 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05189, over 2034956.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.06094, over 6455.85 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3034, pruned_loss=0.0702, over 2474971.06 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06978, over 20523.97 utterances.], batch size: 260, lr: 2.65e-04
2022-08-30 01:33:38,931 INFO [train.py:927] (5/8) Epoch 15, batch 3650, giga_loss[loss=0.2368, simple_loss=0.3072, pruned_loss=0.08324, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04206, over 146.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3073, pruned_loss=0.07323, over 2474023.09 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07188, over 20223.59 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.284, pruned_loss=0.05189, over 2043373.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.05999, over 6459.58 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07401, over 2475191.31 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06985, over 21170.60 utterances.], batch size: 146, lr: 2.65e-04
2022-08-30 01:35:25,018 INFO [train.py:927] (5/8) Epoch 15, batch 3700, giga_loss[loss=0.3812, simple_loss=0.414, pruned_loss=0.1742, over 12372.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.07866, over 2474108.33 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08196, over 21980.70 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05207, over 2051838.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.06494, over 6554.33 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3146, pruned_loss=0.07958, over 2475132.31 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07881, over 22908.54 utterances.], batch size: 259, lr: 2.65e-04
2022-08-30 01:37:11,687 INFO [train.py:927] (5/8) Epoch 15, batch 3750, giga_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07297, over 12333.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03139, over 70.00 utterances.], tot_loss[loss=0.241, simple_loss=0.318, pruned_loss=0.08204, over 2474702.06 frames. utt_duration=436.7 frames, utt_pad_proportion=0.08417, over 22742.63 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2847, pruned_loss=0.05217, over 2066718.48 frames. utt_duration=1249 frames, utt_pad_proportion=0.06438, over 6627.33 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3194, pruned_loss=0.08364, over 2475241.81 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08195, over 23923.31 utterances.], batch size: 70, lr: 2.65e-04
2022-08-30 01:38:54,733 INFO [train.py:927] (5/8) Epoch 15, batch 3800, giga_loss[loss=0.219, simple_loss=0.2975, pruned_loss=0.07029, over 12358.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03235, over 51.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3173, pruned_loss=0.08209, over 2474557.29 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08168, over 21991.34 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2845, pruned_loss=0.05208, over 2080373.96 frames. utt_duration=1256 frames, utt_pad_proportion=0.06246, over 6631.17 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3196, pruned_loss=0.08441, over 2475389.86 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08069, over 23449.81 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 01:40:33,599 INFO [train.py:927] (5/8) Epoch 15, batch 3850, giga_loss[loss=0.244, simple_loss=0.3339, pruned_loss=0.07708, over 12426.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03761, over 86.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3174, pruned_loss=0.08101, over 2475019.16 frames. utt_duration=474 frames, utt_pad_proportion=0.07709, over 20948.78 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.285, pruned_loss=0.05226, over 2097903.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.06626, over 6766.05 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08397, over 2475577.94 frames. utt_duration=439.1 frames, utt_pad_proportion=0.0759, over 22623.90 utterances.], batch size: 86, lr: 2.65e-04
2022-08-30 01:42:19,857 INFO [train.py:927] (5/8) Epoch 15, batch 3900, libri_loss[loss=0.217, simple_loss=0.3137, pruned_loss=0.06017, over 12393.00 frames. utt_duration=954.5 frames, utt_pad_proportion=0.07774, over 52.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.318, pruned_loss=0.08067, over 2475094.98 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07644, over 20956.85 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2853, pruned_loss=0.05241, over 2105557.54 frames. utt_duration=1241 frames, utt_pad_proportion=0.06549, over 6793.66 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3207, pruned_loss=0.08345, over 2475371.71 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07581, over 22537.17 utterances.], batch size: 52, lr: 2.65e-04
2022-08-30 01:44:03,166 INFO [train.py:927] (5/8) Epoch 15, batch 3950, giga_loss[loss=0.181, simple_loss=0.2775, pruned_loss=0.04229, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02912, over 70.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3159, pruned_loss=0.07746, over 2475301.55 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07294, over 20048.90 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2853, pruned_loss=0.0526, over 2116294.50 frames. utt_duration=1247 frames, utt_pad_proportion=0.06379, over 6794.69 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3189, pruned_loss=0.08029, over 2475717.43 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07325, over 21695.22 utterances.], batch size: 70, lr: 2.65e-04
2022-08-30 01:45:47,663 INFO [train.py:927] (5/8) Epoch 15, batch 4000, giga_loss[loss=0.2171, simple_loss=0.3065, pruned_loss=0.06383, over 12376.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02766, over 91.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3134, pruned_loss=0.07533, over 2474806.40 frames. utt_duration=497 frames, utt_pad_proportion=0.07127, over 19976.08 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2848, pruned_loss=0.05235, over 2129950.39 frames. utt_duration=1257 frames, utt_pad_proportion=0.06174, over 6785.19 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3173, pruned_loss=0.07868, over 2475535.82 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07233, over 21804.17 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 01:47:31,200 INFO [train.py:927] (5/8) Epoch 15, batch 4050, giga_loss[loss=0.2438, simple_loss=0.3168, pruned_loss=0.08538, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3123, pruned_loss=0.07487, over 2474486.16 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07263, over 20443.68 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2845, pruned_loss=0.05231, over 2136488.65 frames. utt_duration=1263 frames, utt_pad_proportion=0.06072, over 6775.54 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3161, pruned_loss=0.07793, over 2475321.47 frames. utt_duration=449 frames, utt_pad_proportion=0.07366, over 22125.20 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 01:49:21,027 INFO [train.py:927] (5/8) Epoch 15, batch 4100, giga_loss[loss=0.2019, simple_loss=0.2834, pruned_loss=0.06015, over 12170.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03722, over 28.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3121, pruned_loss=0.07484, over 2474051.33 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07395, over 20516.21 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2845, pruned_loss=0.05236, over 2144737.69 frames. utt_duration=1267 frames, utt_pad_proportion=0.05942, over 6779.15 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3158, pruned_loss=0.07779, over 2474811.88 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07514, over 22175.11 utterances.], batch size: 28, lr: 2.65e-04
2022-08-30 01:51:09,739 INFO [train.py:927] (5/8) Epoch 15, batch 4150, giga_loss[loss=0.2059, simple_loss=0.2946, pruned_loss=0.05857, over 12352.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03361, over 51.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3135, pruned_loss=0.07374, over 2474144.28 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07481, over 20573.77 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2854, pruned_loss=0.05235, over 2149657.67 frames. utt_duration=1267 frames, utt_pad_proportion=0.05875, over 6794.32 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.316, pruned_loss=0.07636, over 2474747.44 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07593, over 22048.45 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 01:52:57,173 INFO [train.py:927] (5/8) Epoch 15, batch 4200, giga_loss[loss=0.1984, simple_loss=0.2878, pruned_loss=0.05451, over 12468.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03008, over 75.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3136, pruned_loss=0.07347, over 2474878.00 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07164, over 20622.82 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.05243, over 2155796.14 frames. utt_duration=1267 frames, utt_pad_proportion=0.05829, over 6812.41 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.316, pruned_loss=0.07587, over 2475624.64 frames. utt_duration=451 frames, utt_pad_proportion=0.07294, over 22027.00 utterances.], batch size: 75, lr: 2.65e-04
2022-08-30 01:54:42,627 INFO [train.py:927] (5/8) Epoch 15, batch 4250, giga_loss[loss=0.2226, simple_loss=0.2988, pruned_loss=0.07317, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03259, over 62.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3111, pruned_loss=0.07238, over 2474565.82 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06923, over 19982.06 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2852, pruned_loss=0.05228, over 2166451.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.05669, over 6817.09 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3142, pruned_loss=0.07509, over 2475464.92 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07102, over 21531.12 utterances.], batch size: 62, lr: 2.65e-04
2022-08-30 01:56:28,979 INFO [train.py:927] (5/8) Epoch 15, batch 4300, giga_loss[loss=0.2174, simple_loss=0.3074, pruned_loss=0.06373, over 12379.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03635, over 80.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3089, pruned_loss=0.07139, over 2474520.28 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06628, over 19441.81 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.285, pruned_loss=0.05222, over 2172547.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05575, over 6822.72 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3119, pruned_loss=0.07393, over 2475245.67 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06828, over 20901.48 utterances.], batch size: 80, lr: 2.65e-04
2022-08-30 01:58:17,764 INFO [train.py:927] (5/8) Epoch 15, batch 4350, giga_loss[loss=0.1993, simple_loss=0.2834, pruned_loss=0.05766, over 12300.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03438, over 28.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3082, pruned_loss=0.0702, over 2474019.21 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06698, over 19267.13 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.285, pruned_loss=0.05226, over 2178482.97 frames. utt_duration=1275 frames, utt_pad_proportion=0.05536, over 6842.21 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3111, pruned_loss=0.0725, over 2474642.25 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06873, over 20624.36 utterances.], batch size: 28, lr: 2.65e-04
2022-08-30 02:00:02,966 INFO [train.py:927] (5/8) Epoch 15, batch 4400, giga_loss[loss=0.2236, simple_loss=0.3106, pruned_loss=0.06831, over 12365.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03269, over 104.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.308, pruned_loss=0.07117, over 2474374.16 frames. utt_duration=485 frames, utt_pad_proportion=0.07481, over 20468.30 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05243, over 2185714.76 frames. utt_duration=1265 frames, utt_pad_proportion=0.05895, over 6917.57 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3108, pruned_loss=0.07332, over 2474968.12 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07497, over 21798.61 utterances.], batch size: 104, lr: 2.65e-04
2022-08-30 02:01:45,628 INFO [train.py:927] (5/8) Epoch 15, batch 4450, libri_loss[loss=0.1918, simple_loss=0.289, pruned_loss=0.04728, over 12434.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006624, over 35.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3068, pruned_loss=0.07115, over 2473969.82 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07097, over 19840.19 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.0528, over 2195125.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.0573, over 6918.61 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3092, pruned_loss=0.07319, over 2474946.18 frames. utt_duration=465 frames, utt_pad_proportion=0.07199, over 21355.44 utterances.], batch size: 35, lr: 2.65e-04
2022-08-30 02:03:30,853 INFO [train.py:927] (5/8) Epoch 15, batch 4500, giga_loss[loss=0.2283, simple_loss=0.301, pruned_loss=0.07775, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3052, pruned_loss=0.07094, over 2474125.54 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06975, over 19931.49 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2852, pruned_loss=0.0526, over 2200266.42 frames. utt_duration=1277 frames, utt_pad_proportion=0.05644, over 6902.35 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3079, pruned_loss=0.07303, over 2475243.07 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07094, over 21370.76 utterances.], batch size: 80, lr: 2.65e-04
2022-08-30 02:05:16,313 INFO [train.py:927] (5/8) Epoch 15, batch 4550, giga_loss[loss=0.2598, simple_loss=0.3299, pruned_loss=0.09484, over 12380.00 frames. utt_duration=376.6 frames, utt_pad_proportion=0.03442, over 132.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07099, over 2473912.03 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06498, over 19725.31 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.05254, over 2205572.06 frames. utt_duration=1281 frames, utt_pad_proportion=0.05551, over 6896.42 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3065, pruned_loss=0.07303, over 2474877.25 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06657, over 21104.08 utterances.], batch size: 132, lr: 2.65e-04
2022-08-30 02:07:03,110 INFO [train.py:927] (5/8) Epoch 15, batch 4600, giga_loss[loss=0.2516, simple_loss=0.3052, pruned_loss=0.099, over 12358.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.07037, over 2473583.70 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06873, over 19596.04 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05277, over 2215019.46 frames. utt_duration=1284 frames, utt_pad_proportion=0.05387, over 6908.84 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3065, pruned_loss=0.07238, over 2474172.50 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07033, over 21081.42 utterances.], batch size: 370, lr: 2.65e-04
2022-08-30 02:08:46,652 INFO [train.py:927] (5/8) Epoch 15, batch 4650, giga_loss[loss=0.2291, simple_loss=0.3154, pruned_loss=0.07138, over 12419.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03916, over 105.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3045, pruned_loss=0.06979, over 2473389.06 frames. utt_duration=500.6 frames, utt_pad_proportion=0.0711, over 19820.12 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05253, over 2222530.22 frames. utt_duration=1289 frames, utt_pad_proportion=0.05275, over 6902.43 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3069, pruned_loss=0.07208, over 2474007.47 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07274, over 21371.48 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 02:10:35,842 INFO [train.py:927] (5/8) Epoch 15, batch 4700, giga_loss[loss=0.2918, simple_loss=0.3504, pruned_loss=0.1166, over 12353.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.07254, over 2473460.64 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0755, over 20646.52 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05279, over 2227716.97 frames. utt_duration=1276 frames, utt_pad_proportion=0.05638, over 6992.86 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3093, pruned_loss=0.07446, over 2473768.09 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07562, over 22021.78 utterances.], batch size: 369, lr: 2.65e-04
2022-08-30 02:12:19,473 INFO [train.py:927] (5/8) Epoch 15, batch 4750, giga_loss[loss=0.2231, simple_loss=0.3029, pruned_loss=0.07167, over 12440.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03734, over 133.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3079, pruned_loss=0.07393, over 2473135.88 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07495, over 20467.11 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2861, pruned_loss=0.05287, over 2233557.14 frames. utt_duration=1278 frames, utt_pad_proportion=0.05518, over 6999.98 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07586, over 2473595.74 frames. utt_duration=454 frames, utt_pad_proportion=0.07561, over 21865.15 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 02:14:01,826 INFO [train.py:927] (5/8) Epoch 15, batch 4800, giga_loss[loss=0.2198, simple_loss=0.3003, pruned_loss=0.06962, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03657, over 40.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3089, pruned_loss=0.07509, over 2472928.74 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07645, over 20580.16 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2861, pruned_loss=0.0529, over 2240548.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.05377, over 6997.99 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.311, pruned_loss=0.0772, over 2473406.47 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07749, over 22068.73 utterances.], batch size: 40, lr: 2.65e-04
2022-08-30 02:15:41,470 INFO [train.py:927] (5/8) Epoch 15, batch 4850, giga_loss[loss=0.2246, simple_loss=0.3156, pruned_loss=0.06683, over 12405.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03756, over 113.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3077, pruned_loss=0.07384, over 2473229.74 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07319, over 20524.32 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2855, pruned_loss=0.05264, over 2247486.70 frames. utt_duration=1289 frames, utt_pad_proportion=0.05249, over 6983.28 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3105, pruned_loss=0.07632, over 2473563.75 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07479, over 22089.58 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 02:17:22,149 INFO [train.py:927] (5/8) Epoch 15, batch 4900, giga_loss[loss=0.1849, simple_loss=0.2744, pruned_loss=0.04769, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04745, over 34.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3068, pruned_loss=0.07302, over 2473448.26 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07842, over 21419.84 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2857, pruned_loss=0.05278, over 2253934.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.05124, over 6989.79 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07544, over 2473936.01 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07991, over 23048.12 utterances.], batch size: 34, lr: 2.65e-04
2022-08-30 02:19:08,244 INFO [train.py:927] (5/8) Epoch 15, batch 4950, giga_loss[loss=0.2487, simple_loss=0.322, pruned_loss=0.08772, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03582, over 43.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.306, pruned_loss=0.07295, over 2475111.67 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07483, over 21122.42 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2856, pruned_loss=0.05282, over 2256320.79 frames. utt_duration=1294 frames, utt_pad_proportion=0.05083, over 6983.89 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3083, pruned_loss=0.075, over 2475329.46 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07642, over 22532.29 utterances.], batch size: 43, lr: 2.65e-04
2022-08-30 02:20:53,774 INFO [train.py:927] (5/8) Epoch 15, batch 5000, giga_loss[loss=0.235, simple_loss=0.3301, pruned_loss=0.06999, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3081, pruned_loss=0.07321, over 2474962.17 frames. utt_duration=484.4 frames, utt_pad_proportion=0.0715, over 20499.51 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05278, over 2261478.67 frames. utt_duration=1296 frames, utt_pad_proportion=0.05015, over 6989.47 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3105, pruned_loss=0.07536, over 2475362.13 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07333, over 21933.54 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 02:22:38,159 INFO [train.py:927] (5/8) Epoch 15, batch 5050, giga_loss[loss=0.2236, simple_loss=0.3084, pruned_loss=0.06941, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0383, over 113.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3096, pruned_loss=0.07279, over 2474659.26 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07577, over 20654.73 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05312, over 2266845.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.05424, over 7081.66 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3116, pruned_loss=0.07466, over 2474886.20 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07597, over 22025.87 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 02:24:19,308 INFO [train.py:927] (5/8) Epoch 15, batch 5100, giga_loss[loss=0.2795, simple_loss=0.3481, pruned_loss=0.1055, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04142, over 146.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3113, pruned_loss=0.07409, over 2473855.05 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07538, over 20481.43 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05309, over 2274693.64 frames. utt_duration=1270 frames, utt_pad_proportion=0.05826, over 7171.21 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3139, pruned_loss=0.07642, over 2474333.72 frames. utt_duration=451 frames, utt_pad_proportion=0.07479, over 22015.22 utterances.], batch size: 146, lr: 2.65e-04
2022-08-30 02:26:06,133 INFO [train.py:927] (5/8) Epoch 15, batch 5150, giga_loss[loss=0.2278, simple_loss=0.2992, pruned_loss=0.07821, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3117, pruned_loss=0.07573, over 2473021.20 frames. utt_duration=466.4 frames, utt_pad_proportion=0.08605, over 21275.86 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2866, pruned_loss=0.05349, over 2280530.38 frames. utt_duration=1246 frames, utt_pad_proportion=0.06615, over 7328.90 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.314, pruned_loss=0.07783, over 2473448.04 frames. utt_duration=437 frames, utt_pad_proportion=0.08312, over 22717.54 utterances.], batch size: 43, lr: 2.64e-04
2022-08-30 02:27:51,220 INFO [train.py:927] (5/8) Epoch 15, batch 5200, giga_loss[loss=0.248, simple_loss=0.3208, pruned_loss=0.08761, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03265, over 42.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3107, pruned_loss=0.0757, over 2472691.20 frames. utt_duration=477.6 frames, utt_pad_proportion=0.08058, over 20771.14 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2872, pruned_loss=0.05355, over 2284362.02 frames. utt_duration=1246 frames, utt_pad_proportion=0.06539, over 7342.07 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3125, pruned_loss=0.07772, over 2473013.12 frames. utt_duration=448 frames, utt_pad_proportion=0.07887, over 22152.00 utterances.], batch size: 42, lr: 2.64e-04
2022-08-30 02:29:36,379 INFO [train.py:927] (5/8) Epoch 15, batch 5250, libri_loss[loss=0.1695, simple_loss=0.2542, pruned_loss=0.04244, over 12230.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005928, over 31.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.0747, over 2472275.01 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07746, over 20314.30 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05334, over 2290461.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.06397, over 7340.25 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3115, pruned_loss=0.07716, over 2472866.50 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07679, over 21831.39 utterances.], batch size: 31, lr: 2.64e-04
2022-08-30 02:31:23,200 INFO [train.py:927] (5/8) Epoch 15, batch 5300, giga_loss[loss=0.2563, simple_loss=0.3178, pruned_loss=0.09736, over 12329.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1922, over 363.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3077, pruned_loss=0.07477, over 2471423.87 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07764, over 20020.12 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2872, pruned_loss=0.05355, over 2294695.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.06659, over 7408.32 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3098, pruned_loss=0.07708, over 2472145.15 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07641, over 21474.26 utterances.], batch size: 363, lr: 2.64e-04
2022-08-30 02:33:06,642 INFO [train.py:927] (5/8) Epoch 15, batch 5350, giga_loss[loss=0.1952, simple_loss=0.2801, pruned_loss=0.05511, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04378, over 34.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3095, pruned_loss=0.07558, over 2472117.37 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07286, over 20291.19 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2871, pruned_loss=0.05356, over 2295564.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.06632, over 7404.28 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3114, pruned_loss=0.07746, over 2472691.97 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07225, over 21482.50 utterances.], batch size: 34, lr: 2.64e-04
2022-08-30 02:34:54,419 INFO [train.py:927] (5/8) Epoch 15, batch 5400, giga_loss[loss=0.2154, simple_loss=0.2966, pruned_loss=0.0671, over 12414.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02512, over 70.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.07561, over 2473014.15 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07013, over 19834.81 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2876, pruned_loss=0.05377, over 2299067.01 frames. utt_duration=1237 frames, utt_pad_proportion=0.06631, over 7445.82 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3109, pruned_loss=0.07733, over 2473487.05 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0698, over 20968.87 utterances.], batch size: 70, lr: 2.64e-04
2022-08-30 02:36:41,781 INFO [train.py:927] (5/8) Epoch 15, batch 5450, giga_loss[loss=0.3181, simple_loss=0.3699, pruned_loss=0.1332, over 12379.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.312, pruned_loss=0.07577, over 2473397.74 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07465, over 20480.29 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.05372, over 2299789.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.06605, over 7439.59 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3132, pruned_loss=0.07726, over 2473911.98 frames. utt_duration=463.2 frames, utt_pad_proportion=0.0743, over 21433.53 utterances.], batch size: 259, lr: 2.64e-04
2022-08-30 02:38:27,866 INFO [train.py:927] (5/8) Epoch 15, batch 5500, giga_loss[loss=0.2557, simple_loss=0.3346, pruned_loss=0.08843, over 12418.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03507, over 113.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3148, pruned_loss=0.07654, over 2473495.22 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07358, over 20232.94 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.05364, over 2304275.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06472, over 7439.60 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3164, pruned_loss=0.07828, over 2473752.21 frames. utt_duration=466.6 frames, utt_pad_proportion=0.0738, over 21275.48 utterances.], batch size: 113, lr: 2.64e-04
2022-08-30 02:40:12,387 INFO [train.py:927] (5/8) Epoch 15, batch 5550, giga_loss[loss=0.2785, simple_loss=0.3496, pruned_loss=0.1037, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03188, over 42.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3175, pruned_loss=0.07887, over 2472917.52 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07233, over 20430.41 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.0537, over 2307021.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.06393, over 7430.08 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3191, pruned_loss=0.08054, over 2472913.05 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07283, over 21439.49 utterances.], batch size: 42, lr: 2.64e-04
2022-08-30 02:41:56,676 INFO [train.py:927] (5/8) Epoch 15, batch 5600, giga_loss[loss=0.2206, simple_loss=0.3158, pruned_loss=0.06272, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02905, over 80.00 utterances.], tot_loss[loss=0.237, simple_loss=0.317, pruned_loss=0.07851, over 2473463.21 frames. utt_duration=477.1 frames, utt_pad_proportion=0.0731, over 20801.41 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.0537, over 2308685.08 frames. utt_duration=1232 frames, utt_pad_proportion=0.06833, over 7501.83 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3185, pruned_loss=0.08004, over 2473449.57 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07204, over 21643.44 utterances.], batch size: 80, lr: 2.64e-04
2022-08-30 02:43:40,654 INFO [train.py:927] (5/8) Epoch 15, batch 5650, libri_loss[loss=0.2444, simple_loss=0.3272, pruned_loss=0.08082, over 12426.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02066, over 43.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3163, pruned_loss=0.07666, over 2474095.05 frames. utt_duration=479 frames, utt_pad_proportion=0.07312, over 20725.70 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2876, pruned_loss=0.05379, over 2313705.30 frames. utt_duration=1232 frames, utt_pad_proportion=0.06817, over 7522.06 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3183, pruned_loss=0.07845, over 2473970.34 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07241, over 21741.67 utterances.], batch size: 43, lr: 2.64e-04
2022-08-30 02:45:25,819 INFO [train.py:927] (5/8) Epoch 15, batch 5700, giga_loss[loss=0.2115, simple_loss=0.2979, pruned_loss=0.06254, over 12389.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02946, over 58.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3154, pruned_loss=0.07635, over 2473748.50 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07465, over 20833.10 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2872, pruned_loss=0.05367, over 2317204.63 frames. utt_duration=1239 frames, utt_pad_proportion=0.06702, over 7492.30 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3181, pruned_loss=0.07842, over 2474100.63 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07448, over 21991.39 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 02:47:10,398 INFO [train.py:927] (5/8) Epoch 15, batch 5750, libri_loss[loss=0.1898, simple_loss=0.2844, pruned_loss=0.04763, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01407, over 40.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3132, pruned_loss=0.0757, over 2473391.46 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07512, over 20973.25 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.287, pruned_loss=0.05353, over 2319646.38 frames. utt_duration=1237 frames, utt_pad_proportion=0.067, over 7512.86 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3159, pruned_loss=0.07777, over 2473565.93 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07502, over 22054.80 utterances.], batch size: 40, lr: 2.64e-04
2022-08-30 02:48:56,904 INFO [train.py:927] (5/8) Epoch 15, batch 5800, giga_loss[loss=0.2195, simple_loss=0.2947, pruned_loss=0.07212, over 12386.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03979, over 37.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3111, pruned_loss=0.07505, over 2473341.07 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0766, over 20904.97 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.05368, over 2324573.17 frames. utt_duration=1242 frames, utt_pad_proportion=0.06509, over 7497.33 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3136, pruned_loss=0.07727, over 2473812.94 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07712, over 22219.86 utterances.], batch size: 37, lr: 2.64e-04
2022-08-30 02:50:41,228 INFO [train.py:927] (5/8) Epoch 15, batch 5850, giga_loss[loss=0.2217, simple_loss=0.3082, pruned_loss=0.06763, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02934, over 66.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3104, pruned_loss=0.07571, over 2473367.80 frames. utt_duration=465 frames, utt_pad_proportion=0.08003, over 21342.26 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.05363, over 2329030.25 frames. utt_duration=1244 frames, utt_pad_proportion=0.0637, over 7495.54 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07812, over 2473714.94 frames. utt_duration=436 frames, utt_pad_proportion=0.08086, over 22772.56 utterances.], batch size: 66, lr: 2.64e-04
2022-08-30 02:52:25,266 INFO [train.py:927] (5/8) Epoch 15, batch 5900, libri_loss[loss=0.1908, simple_loss=0.2835, pruned_loss=0.04909, over 12293.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006517, over 35.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3071, pruned_loss=0.07226, over 2473913.07 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07461, over 21016.35 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.287, pruned_loss=0.05355, over 2331082.44 frames. utt_duration=1247 frames, utt_pad_proportion=0.06293, over 7485.15 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3098, pruned_loss=0.07451, over 2474289.12 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07588, over 22341.35 utterances.], batch size: 35, lr: 2.64e-04
2022-08-30 02:54:13,925 INFO [train.py:927] (5/8) Epoch 15, batch 5950, libri_loss[loss=0.2144, simple_loss=0.2982, pruned_loss=0.06528, over 12277.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.03541, over 27.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07086, over 2473853.74 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07624, over 20648.72 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2873, pruned_loss=0.05371, over 2334499.95 frames. utt_duration=1253 frames, utt_pad_proportion=0.06186, over 7462.26 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3075, pruned_loss=0.07291, over 2474248.26 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07759, over 22030.85 utterances.], batch size: 27, lr: 2.64e-04
2022-08-30 02:55:59,784 INFO [train.py:927] (5/8) Epoch 15, batch 6000, giga_loss[loss=0.1968, simple_loss=0.2817, pruned_loss=0.0559, over 12322.00 frames. utt_duration=914.1 frames, utt_pad_proportion=0.02337, over 54.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3024, pruned_loss=0.07016, over 2473579.53 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0785, over 20660.19 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.05366, over 2340061.53 frames. utt_duration=1248 frames, utt_pad_proportion=0.06469, over 7507.97 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3051, pruned_loss=0.07256, over 2474442.91 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07884, over 22292.72 utterances.], batch size: 54, lr: 2.64e-04
2022-08-30 02:55:59,785 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 02:56:14,016 INFO [train.py:967] (5/8) 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 02:57:59,117 INFO [train.py:927] (5/8) Epoch 15, batch 6050, giga_loss[loss=0.2221, simple_loss=0.3045, pruned_loss=0.06982, over 12361.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3031, pruned_loss=0.07059, over 2474133.01 frames. utt_duration=480.5 frames, utt_pad_proportion=0.08035, over 20657.64 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2872, pruned_loss=0.05374, over 2342824.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.06457, over 7527.53 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3055, pruned_loss=0.07274, over 2474724.89 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08067, over 22182.82 utterances.], batch size: 91, lr: 2.64e-04
2022-08-30 02:59:42,000 INFO [train.py:927] (5/8) Epoch 15, batch 6100, giga_loss[loss=0.2093, simple_loss=0.2944, pruned_loss=0.06211, over 12376.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3029, pruned_loss=0.07032, over 2474054.92 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07446, over 19922.00 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2866, pruned_loss=0.0535, over 2349160.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.06322, over 7523.49 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07303, over 2474606.45 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07581, over 21752.32 utterances.], batch size: 62, lr: 2.64e-04
2022-08-30 03:01:27,587 INFO [train.py:927] (5/8) Epoch 15, batch 6150, giga_loss[loss=0.2068, simple_loss=0.2874, pruned_loss=0.06306, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0365, over 40.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3029, pruned_loss=0.07007, over 2474015.13 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07043, over 19315.82 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2869, pruned_loss=0.05375, over 2352005.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06622, over 7587.54 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3055, pruned_loss=0.07239, over 2474689.28 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07082, over 20986.93 utterances.], batch size: 40, lr: 2.64e-04
2022-08-30 03:03:15,533 INFO [train.py:927] (5/8) Epoch 15, batch 6200, giga_loss[loss=0.2127, simple_loss=0.2952, pruned_loss=0.06505, over 12361.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03113, over 85.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.305, pruned_loss=0.0712, over 2473490.36 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06886, over 19286.62 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.05353, over 2354577.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.06508, over 7559.09 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.308, pruned_loss=0.07362, over 2474438.84 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06967, over 20908.17 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 03:05:01,750 INFO [train.py:927] (5/8) Epoch 15, batch 6250, giga_loss[loss=0.2302, simple_loss=0.3132, pruned_loss=0.07361, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3072, pruned_loss=0.07313, over 2474176.01 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06474, over 19276.65 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2862, pruned_loss=0.05343, over 2356886.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.06462, over 7563.96 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07547, over 2474972.43 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06583, over 20769.85 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:06:44,770 INFO [train.py:927] (5/8) Epoch 15, batch 6300, giga_loss[loss=0.2444, simple_loss=0.3251, pruned_loss=0.08189, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.309, pruned_loss=0.07264, over 2474650.89 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06599, over 20049.15 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2863, pruned_loss=0.05336, over 2359669.48 frames. utt_duration=1249 frames, utt_pad_proportion=0.06364, over 7565.83 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3117, pruned_loss=0.07502, over 2475417.63 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06708, over 21515.22 utterances.], batch size: 161, lr: 2.64e-04
2022-08-30 03:08:27,048 INFO [train.py:927] (5/8) Epoch 15, batch 6350, giga_loss[loss=0.262, simple_loss=0.3357, pruned_loss=0.0941, over 12369.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.0323, over 62.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3101, pruned_loss=0.07404, over 2475219.61 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06788, over 20812.67 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.0533, over 2363189.37 frames. utt_duration=1254 frames, utt_pad_proportion=0.06217, over 7545.24 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.07654, over 2475734.49 frames. utt_duration=444.5 frames, utt_pad_proportion=0.06907, over 22350.92 utterances.], batch size: 62, lr: 2.64e-04
2022-08-30 03:10:13,814 INFO [train.py:927] (5/8) Epoch 15, batch 6400, giga_loss[loss=0.249, simple_loss=0.3249, pruned_loss=0.08659, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3093, pruned_loss=0.07384, over 2474662.90 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06949, over 21010.06 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.05307, over 2367641.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.06446, over 7580.44 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.313, pruned_loss=0.07695, over 2475988.00 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06974, over 22814.45 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 03:11:57,319 INFO [train.py:927] (5/8) Epoch 15, batch 6450, giga_loss[loss=0.1968, simple_loss=0.2782, pruned_loss=0.05773, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03332, over 39.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3076, pruned_loss=0.07358, over 2474844.06 frames. utt_duration=479.4 frames, utt_pad_proportion=0.0677, over 20712.64 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05291, over 2370102.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.06328, over 7549.33 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3115, pruned_loss=0.07665, over 2476069.18 frames. utt_duration=442.2 frames, utt_pad_proportion=0.06838, over 22469.18 utterances.], batch size: 39, lr: 2.64e-04
2022-08-30 03:13:39,111 INFO [train.py:927] (5/8) Epoch 15, batch 6500, giga_loss[loss=0.2546, simple_loss=0.3309, pruned_loss=0.08921, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.07513, over 2474259.07 frames. utt_duration=469 frames, utt_pad_proportion=0.07175, over 21169.00 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2855, pruned_loss=0.05308, over 2372622.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.06208, over 7541.62 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.312, pruned_loss=0.07789, over 2475312.44 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07237, over 22862.06 utterances.], batch size: 146, lr: 2.64e-04
2022-08-30 03:15:21,139 INFO [train.py:927] (5/8) Epoch 15, batch 6550, libri_loss[loss=0.174, simple_loss=0.2594, pruned_loss=0.04427, over 12254.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004625, over 34.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3089, pruned_loss=0.07558, over 2474394.22 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07189, over 21180.55 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2856, pruned_loss=0.05312, over 2375354.80 frames. utt_duration=1263 frames, utt_pad_proportion=0.06068, over 7533.41 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3122, pruned_loss=0.07839, over 2475519.39 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07289, over 22927.83 utterances.], batch size: 34, lr: 2.64e-04
2022-08-30 03:17:04,882 INFO [train.py:927] (5/8) Epoch 15, batch 6600, giga_loss[loss=0.2216, simple_loss=0.3041, pruned_loss=0.06955, over 12341.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02526, over 45.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3092, pruned_loss=0.07584, over 2474451.52 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07696, over 21296.26 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.0529, over 2378588.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.06353, over 7593.42 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3127, pruned_loss=0.07899, over 2475540.83 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07681, over 23080.18 utterances.], batch size: 45, lr: 2.64e-04
2022-08-30 03:18:47,201 INFO [train.py:927] (5/8) Epoch 15, batch 6650, giga_loss[loss=0.2368, simple_loss=0.3187, pruned_loss=0.07743, over 12258.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02975, over 45.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3092, pruned_loss=0.07563, over 2474482.92 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07483, over 21049.80 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05296, over 2381686.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06719, over 7685.45 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3124, pruned_loss=0.07873, over 2475122.91 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07397, over 22769.03 utterances.], batch size: 45, lr: 2.64e-04
2022-08-30 03:20:29,586 INFO [train.py:927] (5/8) Epoch 15, batch 6700, giga_loss[loss=0.2377, simple_loss=0.3246, pruned_loss=0.07541, over 12422.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02419, over 91.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3109, pruned_loss=0.07636, over 2475278.68 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07331, over 21368.57 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2861, pruned_loss=0.05307, over 2383454.82 frames. utt_duration=1241 frames, utt_pad_proportion=0.06654, over 7692.85 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07913, over 2475844.23 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07298, over 22967.72 utterances.], batch size: 91, lr: 2.64e-04
2022-08-30 03:22:14,690 INFO [train.py:927] (5/8) Epoch 15, batch 6750, giga_loss[loss=0.2264, simple_loss=0.3083, pruned_loss=0.07227, over 12376.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02999, over 62.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3131, pruned_loss=0.07877, over 2474228.43 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07299, over 21765.43 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2858, pruned_loss=0.05295, over 2384206.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.06584, over 7669.57 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3158, pruned_loss=0.08139, over 2475223.93 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07296, over 23236.47 utterances.], batch size: 62, lr: 2.64e-04
2022-08-30 03:23:57,771 INFO [train.py:927] (5/8) Epoch 15, batch 6800, libri_loss[loss=0.1825, simple_loss=0.2609, pruned_loss=0.05204, over 12456.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006138, over 32.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3135, pruned_loss=0.07858, over 2473571.98 frames. utt_duration=454 frames, utt_pad_proportion=0.07657, over 21866.11 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2857, pruned_loss=0.05301, over 2386400.41 frames. utt_duration=1249 frames, utt_pad_proportion=0.06467, over 7648.93 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3165, pruned_loss=0.08123, over 2474391.23 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07678, over 23394.61 utterances.], batch size: 32, lr: 2.64e-04
2022-08-30 03:25:39,524 INFO [train.py:927] (5/8) Epoch 15, batch 6850, giga_loss[loss=0.2598, simple_loss=0.3262, pruned_loss=0.09668, over 12397.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.0481, over 161.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07882, over 2473326.28 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07595, over 22361.51 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.05303, over 2387729.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.06366, over 7629.08 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3166, pruned_loss=0.08139, over 2474333.64 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07651, over 23869.02 utterances.], batch size: 161, lr: 2.64e-04
2022-08-30 03:27:19,701 INFO [train.py:927] (5/8) Epoch 15, batch 6900, libri_loss[loss=0.1866, simple_loss=0.2913, pruned_loss=0.04099, over 12377.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009911, over 38.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3136, pruned_loss=0.07827, over 2474196.86 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07138, over 21366.10 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2858, pruned_loss=0.053, over 2390813.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.06219, over 7631.79 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3167, pruned_loss=0.0812, over 2474920.55 frames. utt_duration=431.2 frames, utt_pad_proportion=0.0727, over 23034.92 utterances.], batch size: 38, lr: 2.64e-04
2022-08-30 03:29:03,051 INFO [train.py:927] (5/8) Epoch 15, batch 6950, giga_loss[loss=0.2541, simple_loss=0.3266, pruned_loss=0.09085, over 12432.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06148, over 183.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.313, pruned_loss=0.0781, over 2474297.87 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06857, over 21017.85 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.05307, over 2393356.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.06587, over 7700.11 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08107, over 2474805.03 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06878, over 22651.28 utterances.], batch size: 183, lr: 2.64e-04
2022-08-30 03:30:47,923 INFO [train.py:927] (5/8) Epoch 15, batch 7000, giga_loss[loss=0.2451, simple_loss=0.3249, pruned_loss=0.08267, over 12323.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3147, pruned_loss=0.08001, over 2474209.45 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07355, over 21969.92 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2857, pruned_loss=0.05303, over 2394339.49 frames. utt_duration=1246 frames, utt_pad_proportion=0.0654, over 7695.16 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3176, pruned_loss=0.08262, over 2474446.24 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0736, over 23392.32 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 03:32:29,200 INFO [train.py:927] (5/8) Epoch 15, batch 7050, giga_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06453, over 12301.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3149, pruned_loss=0.08033, over 2473935.83 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07602, over 21980.36 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05289, over 2397104.06 frames. utt_duration=1249 frames, utt_pad_proportion=0.06426, over 7687.74 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3185, pruned_loss=0.08352, over 2474464.48 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07631, over 23635.04 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:34:14,251 INFO [train.py:927] (5/8) Epoch 15, batch 7100, giga_loss[loss=0.244, simple_loss=0.3231, pruned_loss=0.0824, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3154, pruned_loss=0.08045, over 2474606.27 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07447, over 22105.81 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05285, over 2397832.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.06347, over 7676.48 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08337, over 2475418.98 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07509, over 23624.08 utterances.], batch size: 183, lr: 2.64e-04
2022-08-30 03:35:54,790 INFO [train.py:927] (5/8) Epoch 15, batch 7150, giga_loss[loss=0.3019, simple_loss=0.3465, pruned_loss=0.1287, over 12350.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3151, pruned_loss=0.08, over 2474896.82 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07618, over 22316.15 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2854, pruned_loss=0.05276, over 2399983.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.06235, over 7672.43 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3186, pruned_loss=0.08317, over 2475671.45 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07698, over 23931.83 utterances.], batch size: 370, lr: 2.64e-04
2022-08-30 03:37:39,322 INFO [train.py:927] (5/8) Epoch 15, batch 7200, giga_loss[loss=0.2381, simple_loss=0.3109, pruned_loss=0.08262, over 12420.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04663, over 34.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3128, pruned_loss=0.079, over 2474645.31 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07357, over 21617.61 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05279, over 2400654.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.06186, over 7661.72 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08171, over 2475326.85 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07455, over 23024.59 utterances.], batch size: 34, lr: 2.64e-04
2022-08-30 03:39:21,728 INFO [train.py:927] (5/8) Epoch 15, batch 7250, giga_loss[loss=0.2198, simple_loss=0.2915, pruned_loss=0.07409, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04699, over 34.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3088, pruned_loss=0.07698, over 2474911.88 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07529, over 21316.95 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2854, pruned_loss=0.0528, over 2401882.93 frames. utt_duration=1257 frames, utt_pad_proportion=0.06134, over 7649.64 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3116, pruned_loss=0.07953, over 2475648.20 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07617, over 22670.13 utterances.], batch size: 34, lr: 2.64e-04
2022-08-30 03:41:12,459 INFO [train.py:927] (5/8) Epoch 15, batch 7300, libri_loss[loss=0.1807, simple_loss=0.2694, pruned_loss=0.04602, over 12456.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005604, over 32.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3074, pruned_loss=0.07616, over 2474357.73 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07411, over 20844.33 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.0529, over 2403762.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.06016, over 7637.43 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3101, pruned_loss=0.07866, over 2474865.67 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07533, over 22237.03 utterances.], batch size: 32, lr: 2.64e-04
2022-08-30 03:42:58,123 INFO [train.py:927] (5/8) Epoch 15, batch 7350, giga_loss[loss=0.2272, simple_loss=0.3175, pruned_loss=0.06839, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03377, over 75.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3069, pruned_loss=0.0737, over 2474413.72 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07742, over 22261.92 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2853, pruned_loss=0.05279, over 2404913.59 frames. utt_duration=1261 frames, utt_pad_proportion=0.06023, over 7639.38 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3096, pruned_loss=0.07616, over 2475032.01 frames. utt_duration=421 frames, utt_pad_proportion=0.07826, over 23598.41 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 03:44:40,171 INFO [train.py:927] (5/8) Epoch 15, batch 7400, libri_loss[loss=0.1999, simple_loss=0.296, pruned_loss=0.05184, over 12375.00 frames. utt_duration=763.2 frames, utt_pad_proportion=0.1308, over 65.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3043, pruned_loss=0.07039, over 2474242.41 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07907, over 22836.04 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2852, pruned_loss=0.05266, over 2406801.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.0597, over 7638.60 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3072, pruned_loss=0.07301, over 2474902.12 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07991, over 24323.78 utterances.], batch size: 65, lr: 2.64e-04
2022-08-30 03:46:25,980 INFO [train.py:927] (5/8) Epoch 15, batch 7450, giga_loss[loss=0.1859, simple_loss=0.2871, pruned_loss=0.04232, over 12442.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03572, over 105.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3016, pruned_loss=0.0676, over 2474230.24 frames. utt_duration=413.5 frames, utt_pad_proportion=0.08334, over 24015.76 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.05299, over 2408993.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05808, over 7626.30 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3041, pruned_loss=0.06995, over 2474874.51 frames. utt_duration=386.2 frames, utt_pad_proportion=0.08439, over 25732.52 utterances.], batch size: 105, lr: 2.64e-04
2022-08-30 03:48:10,601 INFO [train.py:927] (5/8) Epoch 15, batch 7500, giga_loss[loss=0.2069, simple_loss=0.3007, pruned_loss=0.0565, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3023, pruned_loss=0.06682, over 2474566.29 frames. utt_duration=410.6 frames, utt_pad_proportion=0.08081, over 24190.24 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.05336, over 2410580.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05706, over 7621.55 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3041, pruned_loss=0.06868, over 2475106.54 frames. utt_duration=383.2 frames, utt_pad_proportion=0.08223, over 25937.26 utterances.], batch size: 133, lr: 2.64e-04
2022-08-30 03:49:49,897 INFO [train.py:927] (5/8) Epoch 15, batch 7550, giga_loss[loss=0.2196, simple_loss=0.2963, pruned_loss=0.07148, over 12383.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3007, pruned_loss=0.06525, over 2474472.23 frames. utt_duration=398.9 frames, utt_pad_proportion=0.0805, over 24904.95 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05333, over 2410713.17 frames. utt_duration=1268 frames, utt_pad_proportion=0.05687, over 7613.44 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3023, pruned_loss=0.06677, over 2475040.97 frames. utt_duration=377.3 frames, utt_pad_proportion=0.08168, over 26342.65 utterances.], batch size: 258, lr: 2.64e-04
2022-08-30 03:51:33,235 INFO [train.py:927] (5/8) Epoch 15, batch 7600, giga_loss[loss=0.2053, simple_loss=0.2928, pruned_loss=0.05889, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0325, over 43.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2996, pruned_loss=0.0637, over 2475059.20 frames. utt_duration=411.2 frames, utt_pad_proportion=0.07529, over 24164.08 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2861, pruned_loss=0.05339, over 2411484.36 frames. utt_duration=1269 frames, utt_pad_proportion=0.05616, over 7607.28 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.301, pruned_loss=0.065, over 2475678.76 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07677, over 25543.87 utterances.], batch size: 43, lr: 2.64e-04
2022-08-30 03:53:15,366 INFO [train.py:927] (5/8) Epoch 15, batch 7650, giga_loss[loss=0.2094, simple_loss=0.2991, pruned_loss=0.05986, over 12450.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02914, over 80.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2967, pruned_loss=0.06115, over 2475509.71 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07211, over 24197.92 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2861, pruned_loss=0.05334, over 2412149.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05551, over 7596.19 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2979, pruned_loss=0.06233, over 2476276.60 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07366, over 25516.86 utterances.], batch size: 80, lr: 2.64e-04
2022-08-30 03:54:59,926 INFO [train.py:927] (5/8) Epoch 15, batch 7700, giga_loss[loss=0.1859, simple_loss=0.2733, pruned_loss=0.04928, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03275, over 85.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2929, pruned_loss=0.05881, over 2475250.45 frames. utt_duration=411.2 frames, utt_pad_proportion=0.07292, over 24166.10 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05325, over 2414313.32 frames. utt_duration=1264 frames, utt_pad_proportion=0.0585, over 7650.07 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2942, pruned_loss=0.06009, over 2476170.02 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07348, over 25778.40 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 03:56:44,572 INFO [train.py:927] (5/8) Epoch 15, batch 7750, giga_loss[loss=0.1991, simple_loss=0.3002, pruned_loss=0.04903, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2919, pruned_loss=0.05844, over 2475332.48 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07602, over 25100.09 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2863, pruned_loss=0.05329, over 2415052.80 frames. utt_duration=1266 frames, utt_pad_proportion=0.05783, over 7637.39 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2929, pruned_loss=0.05949, over 2476196.75 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07649, over 26596.42 utterances.], batch size: 133, lr: 2.64e-04
2022-08-30 03:58:39,669 INFO [train.py:927] (5/8) Epoch 15, batch 7800, libri_loss[loss=0.2281, simple_loss=0.35, pruned_loss=0.0531, over 12392.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00577, over 34.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2946, pruned_loss=0.05873, over 2475978.69 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07635, over 25635.97 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05356, over 2417382.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.06345, over 7787.24 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2947, pruned_loss=0.05953, over 2476726.49 frames. utt_duration=363.7 frames, utt_pad_proportion=0.07554, over 27344.12 utterances.], batch size: 34, lr: 2.64e-04
2022-08-30 04:00:44,629 INFO [train.py:927] (5/8) Epoch 15, batch 7850, giga_loss[loss=0.168, simple_loss=0.2638, pruned_loss=0.03614, over 12422.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.295, pruned_loss=0.05834, over 2475969.75 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07417, over 25909.69 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2881, pruned_loss=0.05364, over 2417821.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.06295, over 7777.41 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2945, pruned_loss=0.05894, over 2476655.67 frames. utt_duration=362.7 frames, utt_pad_proportion=0.07381, over 27418.36 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 04:02:42,315 INFO [train.py:927] (5/8) Epoch 15, batch 7900, giga_loss[loss=0.1858, simple_loss=0.2865, pruned_loss=0.04254, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04424, over 146.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2935, pruned_loss=0.05648, over 2476267.69 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07156, over 24985.26 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2884, pruned_loss=0.05379, over 2419139.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.0662, over 7838.17 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2928, pruned_loss=0.0569, over 2476922.15 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0705, over 26527.03 utterances.], batch size: 146, lr: 2.64e-04
2022-08-30 04:04:51,418 INFO [train.py:927] (5/8) Epoch 15, batch 7950, giga_loss[loss=0.165, simple_loss=0.2564, pruned_loss=0.0368, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03619, over 113.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2905, pruned_loss=0.0552, over 2476304.22 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06748, over 24496.64 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2885, pruned_loss=0.0538, over 2420324.44 frames. utt_duration=1239 frames, utt_pad_proportion=0.06503, over 7821.31 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.29, pruned_loss=0.05557, over 2477034.80 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06719, over 26131.46 utterances.], batch size: 113, lr: 2.64e-04
2022-08-30 04:06:46,705 INFO [train.py:927] (5/8) Epoch 15, batch 8000, giga_loss[loss=0.2098, simple_loss=0.3074, pruned_loss=0.05612, over 12450.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.03051, over 122.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2894, pruned_loss=0.05495, over 2476770.06 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06801, over 24776.65 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2885, pruned_loss=0.05379, over 2421136.09 frames. utt_duration=1242 frames, utt_pad_proportion=0.06427, over 7806.10 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.289, pruned_loss=0.05527, over 2477372.16 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06797, over 26318.97 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:09:02,627 INFO [train.py:927] (5/8) Epoch 15, batch 8050, giga_loss[loss=0.1724, simple_loss=0.2649, pruned_loss=0.03991, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07514, over 212.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2904, pruned_loss=0.05475, over 2477321.21 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06793, over 25519.05 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2887, pruned_loss=0.05385, over 2421483.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06403, over 7810.07 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2899, pruned_loss=0.05495, over 2477725.79 frames. utt_duration=371 frames, utt_pad_proportion=0.06798, over 26809.66 utterances.], batch size: 212, lr: 2.63e-04
2022-08-30 04:11:05,221 INFO [train.py:927] (5/8) Epoch 15, batch 8100, giga_loss[loss=0.1965, simple_loss=0.2834, pruned_loss=0.05479, over 12395.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02958, over 58.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2882, pruned_loss=0.05381, over 2477189.50 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06915, over 25387.98 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2883, pruned_loss=0.0537, over 2422699.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.06272, over 7775.14 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2882, pruned_loss=0.05408, over 2477894.03 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06953, over 26928.96 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 04:13:03,372 INFO [train.py:927] (5/8) Epoch 15, batch 8150, libri_loss[loss=0.1756, simple_loss=0.2547, pruned_loss=0.04829, over 12285.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009603, over 28.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2893, pruned_loss=0.05291, over 2477607.04 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07097, over 25311.31 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2884, pruned_loss=0.05377, over 2424598.67 frames. utt_duration=1254 frames, utt_pad_proportion=0.06082, over 7744.63 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2892, pruned_loss=0.05307, over 2478403.56 frames. utt_duration=365.8 frames, utt_pad_proportion=0.07167, over 27197.44 utterances.], batch size: 28, lr: 2.63e-04
2022-08-30 04:15:09,245 INFO [train.py:927] (5/8) Epoch 15, batch 8200, giga_loss[loss=0.2057, simple_loss=0.2987, pruned_loss=0.05641, over 12369.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02806, over 85.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2901, pruned_loss=0.05218, over 2477242.80 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07141, over 25583.49 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2883, pruned_loss=0.05369, over 2425160.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.05986, over 7728.87 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2901, pruned_loss=0.05236, over 2478279.89 frames. utt_duration=363.2 frames, utt_pad_proportion=0.07218, over 27382.90 utterances.], batch size: 85, lr: 2.63e-04
2022-08-30 04:17:15,222 INFO [train.py:927] (5/8) Epoch 15, batch 8250, libri_loss[loss=0.2201, simple_loss=0.3137, pruned_loss=0.06321, over 12386.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009704, over 38.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2912, pruned_loss=0.05335, over 2477825.15 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07269, over 25539.03 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2883, pruned_loss=0.05383, over 2427216.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.05862, over 7712.74 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2912, pruned_loss=0.05332, over 2478432.56 frames. utt_duration=360.8 frames, utt_pad_proportion=0.07363, over 27568.70 utterances.], batch size: 38, lr: 2.63e-04
2022-08-30 04:19:40,885 INFO [train.py:927] (5/8) Epoch 15, batch 8300, giga_loss[loss=0.1899, simple_loss=0.2844, pruned_loss=0.04765, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02349, over 45.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2908, pruned_loss=0.05383, over 2477583.12 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06905, over 24722.89 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05346, over 2428398.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05756, over 7661.08 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2918, pruned_loss=0.05413, over 2478345.93 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07046, over 26871.82 utterances.], batch size: 45, lr: 2.63e-04
2022-08-30 04:21:49,086 INFO [train.py:927] (5/8) Epoch 15, batch 8350, giga_loss[loss=0.1814, simple_loss=0.273, pruned_loss=0.04491, over 12394.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05506, over 181.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2883, pruned_loss=0.0529, over 2478287.51 frames. utt_duration=403 frames, utt_pad_proportion=0.06744, over 24672.30 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05347, over 2429478.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.06169, over 7749.41 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2891, pruned_loss=0.05313, over 2479040.01 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06768, over 26696.77 utterances.], batch size: 181, lr: 2.63e-04
2022-08-30 04:23:59,422 INFO [train.py:927] (5/8) Epoch 15, batch 8400, giga_loss[loss=0.2335, simple_loss=0.329, pruned_loss=0.06898, over 12362.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0395, over 113.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2877, pruned_loss=0.053, over 2478423.67 frames. utt_duration=414.8 frames, utt_pad_proportion=0.0637, over 23967.62 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05361, over 2429890.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.06122, over 7756.13 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2881, pruned_loss=0.05305, over 2479304.21 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06429, over 25783.87 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 04:26:00,836 INFO [train.py:927] (5/8) Epoch 15, batch 8450, giga_loss[loss=0.1953, simple_loss=0.2791, pruned_loss=0.05575, over 12447.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.02831, over 122.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05361, over 2478799.69 frames. utt_duration=412.2 frames, utt_pad_proportion=0.0642, over 24122.93 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05344, over 2430765.36 frames. utt_duration=1254 frames, utt_pad_proportion=0.06057, over 7765.02 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2887, pruned_loss=0.05379, over 2479585.40 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06482, over 25830.94 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:28:04,867 INFO [train.py:927] (5/8) Epoch 15, batch 8500, giga_loss[loss=0.1822, simple_loss=0.2746, pruned_loss=0.04488, over 12374.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0353, over 132.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05423, over 2478755.15 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06263, over 24181.54 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2875, pruned_loss=0.05348, over 2432135.68 frames. utt_duration=1245 frames, utt_pad_proportion=0.06331, over 7822.69 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2888, pruned_loss=0.05435, over 2479679.00 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06245, over 26025.34 utterances.], batch size: 132, lr: 2.63e-04
2022-08-30 04:30:19,854 INFO [train.py:927] (5/8) Epoch 15, batch 8550, giga_loss[loss=0.2028, simple_loss=0.2997, pruned_loss=0.05295, over 12429.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02754, over 122.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2891, pruned_loss=0.0539, over 2478302.52 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06478, over 23835.62 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.05329, over 2433071.64 frames. utt_duration=1253 frames, utt_pad_proportion=0.06172, over 7773.61 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.29, pruned_loss=0.05419, over 2479682.25 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06498, over 25883.35 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:32:35,767 INFO [train.py:927] (5/8) Epoch 15, batch 8600, giga_loss[loss=0.1922, simple_loss=0.2955, pruned_loss=0.04448, over 12388.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2878, pruned_loss=0.05334, over 2477767.87 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06484, over 23801.95 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.05332, over 2433898.10 frames. utt_duration=1260 frames, utt_pad_proportion=0.06035, over 7736.84 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2885, pruned_loss=0.05354, over 2479375.46 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06541, over 25923.91 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 04:34:42,263 INFO [train.py:927] (5/8) Epoch 15, batch 8650, giga_loss[loss=0.1883, simple_loss=0.2805, pruned_loss=0.04804, over 12410.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2838, pruned_loss=0.05211, over 2477614.22 frames. utt_duration=415 frames, utt_pad_proportion=0.06677, over 23948.97 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2872, pruned_loss=0.05345, over 2434364.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.05988, over 7736.46 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2841, pruned_loss=0.05214, over 2478845.02 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06725, over 25769.89 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 04:36:34,439 INFO [train.py:927] (5/8) Epoch 15, batch 8700, giga_loss[loss=0.2208, simple_loss=0.3087, pruned_loss=0.06645, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04522, over 146.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05284, over 2477423.64 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07563, over 24988.13 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2872, pruned_loss=0.05346, over 2436114.39 frames. utt_duration=1245 frames, utt_pad_proportion=0.06305, over 7839.13 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05281, over 2478749.38 frames. utt_duration=366.6 frames, utt_pad_proportion=0.0748, over 27131.09 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 04:38:38,123 INFO [train.py:927] (5/8) Epoch 15, batch 8750, giga_loss[loss=0.1794, simple_loss=0.2806, pruned_loss=0.0391, over 12310.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03083, over 70.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2828, pruned_loss=0.05169, over 2476925.71 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07452, over 25105.29 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05355, over 2436825.13 frames. utt_duration=1246 frames, utt_pad_proportion=0.06233, over 7834.61 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2826, pruned_loss=0.05157, over 2477879.49 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07417, over 27040.21 utterances.], batch size: 70, lr: 2.63e-04
2022-08-30 04:40:52,638 INFO [train.py:927] (5/8) Epoch 15, batch 8800, giga_loss[loss=0.1972, simple_loss=0.2834, pruned_loss=0.05548, over 12426.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.02732, over 80.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.282, pruned_loss=0.05146, over 2477307.08 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07242, over 24674.51 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.0536, over 2437889.28 frames. utt_duration=1244 frames, utt_pad_proportion=0.06171, over 7847.73 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2815, pruned_loss=0.05125, over 2478190.51 frames. utt_duration=372.8 frames, utt_pad_proportion=0.0725, over 26676.48 utterances.], batch size: 80, lr: 2.63e-04
2022-08-30 04:43:01,712 INFO [train.py:927] (5/8) Epoch 15, batch 8850, giga_loss[loss=0.1853, simple_loss=0.2796, pruned_loss=0.0455, over 12416.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03084, over 122.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2815, pruned_loss=0.05097, over 2477546.96 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06804, over 24047.49 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05346, over 2438999.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.06056, over 7816.86 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2812, pruned_loss=0.05088, over 2478149.29 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06878, over 26037.31 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:45:03,005 INFO [train.py:927] (5/8) Epoch 15, batch 8900, giga_loss[loss=0.187, simple_loss=0.2762, pruned_loss=0.04892, over 12435.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03647, over 98.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2803, pruned_loss=0.05081, over 2477313.17 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07052, over 24611.23 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2873, pruned_loss=0.0534, over 2439166.71 frames. utt_duration=1248 frames, utt_pad_proportion=0.06067, over 7825.73 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.28, pruned_loss=0.05075, over 2478167.55 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07094, over 26406.86 utterances.], batch size: 98, lr: 2.63e-04
2022-08-30 04:47:02,440 INFO [train.py:927] (5/8) Epoch 15, batch 8950, libri_loss[loss=0.2076, simple_loss=0.2974, pruned_loss=0.05896, over 12392.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008392, over 38.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.0507, over 2477590.94 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06828, over 23941.21 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2872, pruned_loss=0.05329, over 2440492.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.05992, over 7831.28 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2822, pruned_loss=0.05065, over 2478445.62 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06908, over 25988.89 utterances.], batch size: 38, lr: 2.63e-04
2022-08-30 04:49:01,825 INFO [train.py:927] (5/8) Epoch 15, batch 9000, giga_loss[loss=0.1822, simple_loss=0.2741, pruned_loss=0.04518, over 12335.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03144, over 91.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2844, pruned_loss=0.05123, over 2476820.03 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06587, over 23391.77 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2871, pruned_loss=0.05318, over 2441743.25 frames. utt_duration=1249 frames, utt_pad_proportion=0.05904, over 7828.86 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.284, pruned_loss=0.0512, over 2478009.91 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06708, over 25803.00 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 04:49:01,825 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 04:49:18,907 INFO [train.py:967] (5/8) 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 04:51:18,990 INFO [train.py:927] (5/8) Epoch 15, batch 9050, giga_loss[loss=0.1753, simple_loss=0.2677, pruned_loss=0.04151, over 12406.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06604, over 212.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2838, pruned_loss=0.051, over 2477103.67 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06429, over 23400.08 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2868, pruned_loss=0.05311, over 2442702.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.05796, over 7796.48 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.051, over 2477986.14 frames. utt_duration=387 frames, utt_pad_proportion=0.06571, over 25694.02 utterances.], batch size: 212, lr: 2.63e-04
2022-08-30 04:53:17,384 INFO [train.py:927] (5/8) Epoch 15, batch 9100, giga_loss[loss=0.1557, simple_loss=0.2412, pruned_loss=0.03512, over 12355.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.02973, over 51.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2819, pruned_loss=0.05026, over 2476705.86 frames. utt_duration=433 frames, utt_pad_proportion=0.06435, over 22942.73 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2869, pruned_loss=0.05312, over 2443260.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.05668, over 7779.85 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2816, pruned_loss=0.05018, over 2477825.58 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06588, over 25203.92 utterances.], batch size: 51, lr: 2.63e-04
2022-08-30 04:55:23,964 INFO [train.py:927] (5/8) Epoch 15, batch 9150, libri_loss[loss=0.209, simple_loss=0.2904, pruned_loss=0.0638, over 12463.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004469, over 35.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2838, pruned_loss=0.05121, over 2477461.84 frames. utt_duration=419.3 frames, utt_pad_proportion=0.066, over 23704.93 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2871, pruned_loss=0.05328, over 2443801.50 frames. utt_duration=1247 frames, utt_pad_proportion=0.0604, over 7848.81 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2834, pruned_loss=0.05096, over 2478308.47 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0661, over 25638.31 utterances.], batch size: 35, lr: 2.63e-04
2022-08-30 04:57:23,005 INFO [train.py:927] (5/8) Epoch 15, batch 9200, giga_loss[loss=0.2114, simple_loss=0.3052, pruned_loss=0.0588, over 12399.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04074, over 133.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05172, over 2478035.28 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06758, over 24204.31 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2869, pruned_loss=0.05325, over 2444227.32 frames. utt_duration=1248 frames, utt_pad_proportion=0.06001, over 7842.37 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.284, pruned_loss=0.05154, over 2478622.60 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06771, over 25878.57 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 04:59:20,458 INFO [train.py:927] (5/8) Epoch 15, batch 9250, giga_loss[loss=0.2102, simple_loss=0.3001, pruned_loss=0.06013, over 12417.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.06962, over 213.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2871, pruned_loss=0.0525, over 2478058.01 frames. utt_duration=420 frames, utt_pad_proportion=0.06508, over 23670.21 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2872, pruned_loss=0.05337, over 2444938.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.06315, over 7911.41 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2866, pruned_loss=0.05222, over 2478627.40 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06442, over 25285.22 utterances.], batch size: 213, lr: 2.63e-04
2022-08-30 05:01:41,662 INFO [train.py:927] (5/8) Epoch 15, batch 9300, giga_loss[loss=0.209, simple_loss=0.2924, pruned_loss=0.06275, over 12370.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03676, over 113.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2871, pruned_loss=0.05251, over 2478085.17 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06555, over 23472.62 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2874, pruned_loss=0.05341, over 2445320.25 frames. utt_duration=1229 frames, utt_pad_proportion=0.06587, over 7969.51 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2866, pruned_loss=0.05223, over 2478809.44 frames. utt_duration=398 frames, utt_pad_proportion=0.06423, over 24987.28 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 05:03:39,958 INFO [train.py:927] (5/8) Epoch 15, batch 9350, giga_loss[loss=0.1847, simple_loss=0.2754, pruned_loss=0.04701, over 12376.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06772, over 211.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.286, pruned_loss=0.05216, over 2478681.81 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06544, over 23818.01 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2877, pruned_loss=0.0536, over 2446062.18 frames. utt_duration=1223 frames, utt_pad_proportion=0.0663, over 8012.94 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2853, pruned_loss=0.05175, over 2479178.12 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06426, over 25267.01 utterances.], batch size: 211, lr: 2.63e-04
2022-08-30 05:05:43,434 INFO [train.py:927] (5/8) Epoch 15, batch 9400, giga_loss[loss=0.2019, simple_loss=0.2932, pruned_loss=0.05525, over 12398.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04438, over 146.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.05159, over 2478421.38 frames. utt_duration=437 frames, utt_pad_proportion=0.06256, over 22750.63 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2873, pruned_loss=0.05338, over 2446739.56 frames. utt_duration=1228 frames, utt_pad_proportion=0.06469, over 7976.89 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2838, pruned_loss=0.05142, over 2479213.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06223, over 24446.55 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 05:07:40,781 INFO [train.py:927] (5/8) Epoch 15, batch 9450, giga_loss[loss=0.1746, simple_loss=0.2666, pruned_loss=0.04133, over 12438.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04194, over 114.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05145, over 2478188.58 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06234, over 23002.28 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05336, over 2447229.40 frames. utt_duration=1234 frames, utt_pad_proportion=0.0633, over 7940.96 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2838, pruned_loss=0.05128, over 2479244.34 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06245, over 24783.60 utterances.], batch size: 114, lr: 2.63e-04
2022-08-30 05:09:43,521 INFO [train.py:927] (5/8) Epoch 15, batch 9500, giga_loss[loss=0.1785, simple_loss=0.2822, pruned_loss=0.03742, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2851, pruned_loss=0.05073, over 2478254.47 frames. utt_duration=434.8 frames, utt_pad_proportion=0.06154, over 22861.46 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05343, over 2447840.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.06187, over 7921.94 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2848, pruned_loss=0.05048, over 2479373.69 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06207, over 24698.95 utterances.], batch size: 75, lr: 2.63e-04
2022-08-30 05:11:49,307 INFO [train.py:927] (5/8) Epoch 15, batch 9550, giga_loss[loss=0.1729, simple_loss=0.2688, pruned_loss=0.03845, over 12398.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04133, over 133.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2854, pruned_loss=0.05011, over 2478065.79 frames. utt_duration=417 frames, utt_pad_proportion=0.0628, over 23837.95 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2869, pruned_loss=0.0533, over 2448116.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.06121, over 7898.21 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2854, pruned_loss=0.04999, over 2479086.56 frames. utt_duration=390 frames, utt_pad_proportion=0.0633, over 25508.14 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:13:55,103 INFO [train.py:927] (5/8) Epoch 15, batch 9600, giga_loss[loss=0.1771, simple_loss=0.2753, pruned_loss=0.03949, over 12352.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.0309, over 58.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2848, pruned_loss=0.04965, over 2477727.74 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06043, over 23154.82 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2866, pruned_loss=0.05303, over 2448606.35 frames. utt_duration=1249 frames, utt_pad_proportion=0.05991, over 7853.81 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.285, pruned_loss=0.04971, over 2478920.99 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06137, over 24970.87 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 05:16:08,592 INFO [train.py:927] (5/8) Epoch 15, batch 9650, giga_loss[loss=0.2007, simple_loss=0.3019, pruned_loss=0.0498, over 12455.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03322, over 105.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2858, pruned_loss=0.04965, over 2477661.30 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06134, over 22808.64 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2867, pruned_loss=0.05305, over 2449101.07 frames. utt_duration=1239 frames, utt_pad_proportion=0.06276, over 7919.21 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2859, pruned_loss=0.04961, over 2478829.14 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06132, over 24543.86 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 05:18:25,404 INFO [train.py:927] (5/8) Epoch 15, batch 9700, giga_loss[loss=0.2102, simple_loss=0.3051, pruned_loss=0.05767, over 12424.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05515, over 182.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2874, pruned_loss=0.05048, over 2477728.16 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06469, over 22942.22 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2862, pruned_loss=0.05287, over 2449888.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.06114, over 7896.67 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2879, pruned_loss=0.05051, over 2478969.53 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06494, over 24916.72 utterances.], batch size: 182, lr: 2.63e-04
2022-08-30 05:20:42,354 INFO [train.py:927] (5/8) Epoch 15, batch 9750, giga_loss[loss=0.213, simple_loss=0.2864, pruned_loss=0.06983, over 12397.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1648, over 352.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2865, pruned_loss=0.05073, over 2477611.70 frames. utt_duration=432.9 frames, utt_pad_proportion=0.0651, over 22955.90 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2856, pruned_loss=0.05267, over 2450292.73 frames. utt_duration=1248 frames, utt_pad_proportion=0.05996, over 7863.36 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2875, pruned_loss=0.05086, over 2478965.44 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0656, over 24958.98 utterances.], batch size: 352, lr: 2.63e-04
2022-08-30 05:22:48,424 INFO [train.py:927] (5/8) Epoch 15, batch 9800, giga_loss[loss=0.1791, simple_loss=0.2696, pruned_loss=0.0443, over 12327.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.0293, over 70.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2859, pruned_loss=0.05054, over 2477865.44 frames. utt_duration=443.6 frames, utt_pad_proportion=0.06121, over 22401.07 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05282, over 2450761.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.05923, over 7853.46 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2866, pruned_loss=0.05048, over 2478885.61 frames. utt_duration=411 frames, utt_pad_proportion=0.0621, over 24194.95 utterances.], batch size: 70, lr: 2.63e-04
2022-08-30 05:24:47,860 INFO [train.py:927] (5/8) Epoch 15, batch 9850, libri_loss[loss=0.1536, simple_loss=0.2387, pruned_loss=0.03421, over 12422.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006335, over 30.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2868, pruned_loss=0.05097, over 2477230.08 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06828, over 23516.61 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2856, pruned_loss=0.05289, over 2451510.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.06187, over 7899.64 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2875, pruned_loss=0.05082, over 2478228.98 frames. utt_duration=391.6 frames, utt_pad_proportion=0.0679, over 25387.06 utterances.], batch size: 30, lr: 2.63e-04
2022-08-30 05:26:41,531 INFO [train.py:927] (5/8) Epoch 15, batch 9900, giga_loss[loss=0.1841, simple_loss=0.2728, pruned_loss=0.04772, over 12401.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.02968, over 122.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2859, pruned_loss=0.0506, over 2477992.00 frames. utt_duration=412.7 frames, utt_pad_proportion=0.0653, over 24084.41 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2856, pruned_loss=0.05284, over 2451586.29 frames. utt_duration=1241 frames, utt_pad_proportion=0.062, over 7912.14 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2864, pruned_loss=0.05052, over 2478821.37 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06516, over 25606.47 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 05:28:36,494 INFO [train.py:927] (5/8) Epoch 15, batch 9950, giga_loss[loss=0.2083, simple_loss=0.3038, pruned_loss=0.0564, over 12397.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2854, pruned_loss=0.05106, over 2477658.16 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06711, over 24813.06 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2852, pruned_loss=0.05266, over 2451977.20 frames. utt_duration=1245 frames, utt_pad_proportion=0.061, over 7884.64 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2862, pruned_loss=0.05111, over 2478573.35 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06722, over 26434.04 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:30:17,442 INFO [train.py:927] (5/8) Epoch 15, batch 10000, giga_loss[loss=0.2249, simple_loss=0.3149, pruned_loss=0.0675, over 12404.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05776, over 182.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2908, pruned_loss=0.05365, over 2476902.67 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06622, over 23512.05 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2848, pruned_loss=0.0524, over 2452205.92 frames. utt_duration=1246 frames, utt_pad_proportion=0.06082, over 7880.75 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2919, pruned_loss=0.05392, over 2477993.40 frames. utt_duration=395 frames, utt_pad_proportion=0.06642, over 25171.39 utterances.], batch size: 182, lr: 2.63e-04
2022-08-30 05:31:59,634 INFO [train.py:927] (5/8) Epoch 15, batch 10050, giga_loss[loss=0.16, simple_loss=0.2524, pruned_loss=0.03382, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03789, over 28.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2921, pruned_loss=0.05487, over 2475615.10 frames. utt_duration=442.2 frames, utt_pad_proportion=0.0637, over 22461.37 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2848, pruned_loss=0.05224, over 2452150.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.05966, over 7857.98 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2932, pruned_loss=0.05525, over 2477078.56 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06439, over 24137.02 utterances.], batch size: 28, lr: 2.63e-04
2022-08-30 05:33:41,966 INFO [train.py:927] (5/8) Epoch 15, batch 10100, giga_loss[loss=0.1771, simple_loss=0.2567, pruned_loss=0.04878, over 12461.00 frames. utt_duration=792.8 frames, utt_pad_proportion=0.03785, over 63.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2853, pruned_loss=0.05266, over 2475364.63 frames. utt_duration=461.5 frames, utt_pad_proportion=0.06242, over 21517.34 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2847, pruned_loss=0.05218, over 2452209.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.05899, over 7839.19 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2863, pruned_loss=0.05304, over 2476816.52 frames. utt_duration=431.1 frames, utt_pad_proportion=0.0633, over 23054.25 utterances.], batch size: 63, lr: 2.63e-04
2022-08-30 05:35:24,338 INFO [train.py:927] (5/8) Epoch 15, batch 10150, giga_loss[loss=0.1604, simple_loss=0.2357, pruned_loss=0.04255, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03659, over 33.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2781, pruned_loss=0.05051, over 2474714.05 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06261, over 21064.79 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2846, pruned_loss=0.05216, over 2452783.82 frames. utt_duration=1255 frames, utt_pad_proportion=0.05812, over 7826.14 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2788, pruned_loss=0.05081, over 2475962.09 frames. utt_duration=437.9 frames, utt_pad_proportion=0.06363, over 22686.50 utterances.], batch size: 33, lr: 2.63e-04
2022-08-30 05:37:09,366 INFO [train.py:927] (5/8) Epoch 15, batch 10200, giga_loss[loss=0.1727, simple_loss=0.2545, pruned_loss=0.04549, over 12443.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0349, over 98.00 utterances.], tot_loss[loss=0.1845, simple_loss=0.272, pruned_loss=0.04849, over 2474454.81 frames. utt_duration=499.1 frames, utt_pad_proportion=0.05878, over 19888.15 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2847, pruned_loss=0.0522, over 2452829.97 frames. utt_duration=1256 frames, utt_pad_proportion=0.05754, over 7823.72 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.2722, pruned_loss=0.04864, over 2475707.31 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06009, over 21341.64 utterances.], batch size: 98, lr: 2.63e-04
2022-08-30 05:38:52,507 INFO [train.py:927] (5/8) Epoch 15, batch 10250, giga_loss[loss=0.167, simple_loss=0.2515, pruned_loss=0.04127, over 12348.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02977, over 91.00 utterances.], tot_loss[loss=0.1803, simple_loss=0.2668, pruned_loss=0.04687, over 2473653.52 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06027, over 19780.43 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2845, pruned_loss=0.05202, over 2452789.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.05723, over 7803.52 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2671, pruned_loss=0.04711, over 2474851.99 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06132, over 21041.77 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 05:40:36,939 INFO [train.py:927] (5/8) Epoch 15, batch 10300, giga_loss[loss=0.165, simple_loss=0.2465, pruned_loss=0.04174, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03677, over 40.00 utterances.], tot_loss[loss=0.1769, simple_loss=0.2626, pruned_loss=0.04563, over 2474334.27 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05797, over 18728.95 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2843, pruned_loss=0.05188, over 2453226.14 frames. utt_duration=1263 frames, utt_pad_proportion=0.0564, over 7777.66 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2627, pruned_loss=0.04584, over 2475241.62 frames. utt_duration=497.4 frames, utt_pad_proportion=0.05929, over 19964.38 utterances.], batch size: 40, lr: 2.63e-04
2022-08-30 05:42:20,714 INFO [train.py:927] (5/8) Epoch 15, batch 10350, giga_loss[loss=0.1609, simple_loss=0.2454, pruned_loss=0.03823, over 12443.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.1736, simple_loss=0.2585, pruned_loss=0.04437, over 2473986.62 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06107, over 19038.19 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05178, over 2453395.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05536, over 7758.25 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2583, pruned_loss=0.04448, over 2475031.48 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06233, over 20289.72 utterances.], batch size: 31, lr: 2.63e-04
2022-08-30 05:44:02,986 INFO [train.py:927] (5/8) Epoch 15, batch 10400, giga_loss[loss=0.1711, simple_loss=0.2584, pruned_loss=0.0419, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.1702, simple_loss=0.2546, pruned_loss=0.04291, over 2474503.02 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05964, over 18499.16 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2839, pruned_loss=0.05172, over 2454156.70 frames. utt_duration=1270 frames, utt_pad_proportion=0.05428, over 7737.49 utterances.], giga_tot_loss[loss=0.1699, simple_loss=0.254, pruned_loss=0.04288, over 2475128.35 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06118, over 19758.99 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 05:45:45,684 INFO [train.py:927] (5/8) Epoch 15, batch 10450, giga_loss[loss=0.1907, simple_loss=0.2705, pruned_loss=0.05547, over 12443.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03901, over 37.00 utterances.], tot_loss[loss=0.1727, simple_loss=0.2571, pruned_loss=0.04421, over 2475037.45 frames. utt_duration=523.9 frames, utt_pad_proportion=0.0627, over 18950.24 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2837, pruned_loss=0.05159, over 2454861.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05328, over 7714.39 utterances.], giga_tot_loss[loss=0.1721, simple_loss=0.256, pruned_loss=0.0441, over 2475371.91 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06414, over 20214.23 utterances.], batch size: 37, lr: 2.63e-04
2022-08-30 05:47:32,061 INFO [train.py:927] (5/8) Epoch 15, batch 10500, libri_loss[loss=0.2197, simple_loss=0.3223, pruned_loss=0.05857, over 12238.00 frames. utt_duration=961.4 frames, utt_pad_proportion=0.0711, over 51.00 utterances.], tot_loss[loss=0.1837, simple_loss=0.2686, pruned_loss=0.04934, over 2474257.37 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06536, over 19186.39 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05157, over 2454742.73 frames. utt_duration=1275 frames, utt_pad_proportion=0.05263, over 7712.66 utterances.], giga_tot_loss[loss=0.1828, simple_loss=0.2672, pruned_loss=0.04919, over 2475118.10 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06671, over 20471.57 utterances.], batch size: 51, lr: 2.63e-04
2022-08-30 05:49:15,729 INFO [train.py:927] (5/8) Epoch 15, batch 10550, giga_loss[loss=0.1845, simple_loss=0.2738, pruned_loss=0.04753, over 12481.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02887, over 55.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2755, pruned_loss=0.05152, over 2474844.36 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06009, over 18597.21 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2838, pruned_loss=0.05147, over 2455159.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.052, over 7704.02 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2743, pruned_loss=0.05148, over 2475417.30 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06176, over 19769.54 utterances.], batch size: 55, lr: 2.63e-04
2022-08-30 05:51:00,862 INFO [train.py:927] (5/8) Epoch 15, batch 10600, giga_loss[loss=0.2265, simple_loss=0.3129, pruned_loss=0.07001, over 12436.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04815, over 161.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2798, pruned_loss=0.05299, over 2475328.06 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05855, over 18579.57 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2838, pruned_loss=0.05147, over 2455159.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.052, over 7704.02 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2789, pruned_loss=0.05295, over 2475773.99 frames. utt_duration=509.5 frames, utt_pad_proportion=0.05994, over 19492.01 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 05:52:44,593 INFO [train.py:927] (5/8) Epoch 15, batch 10650, giga_loss[loss=0.2095, simple_loss=0.3062, pruned_loss=0.05635, over 12337.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.02722, over 58.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2837, pruned_loss=0.05501, over 2474802.94 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05782, over 17931.76 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05147, over 2455256.04 frames. utt_duration=1279 frames, utt_pad_proportion=0.0516, over 7689.51 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.283, pruned_loss=0.05503, over 2475350.11 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05918, over 18819.42 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 05:54:28,789 INFO [train.py:927] (5/8) Epoch 15, batch 10700, giga_loss[loss=0.2192, simple_loss=0.3078, pruned_loss=0.06534, over 12352.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2877, pruned_loss=0.05625, over 2474646.37 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05707, over 17848.10 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05146, over 2455494.82 frames. utt_duration=1284 frames, utt_pad_proportion=0.05065, over 7660.52 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2873, pruned_loss=0.05638, over 2475310.74 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05859, over 18803.17 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 05:56:10,251 INFO [train.py:927] (5/8) Epoch 15, batch 10750, giga_loss[loss=0.2086, simple_loss=0.3024, pruned_loss=0.05741, over 12334.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.291, pruned_loss=0.05676, over 2475052.84 frames. utt_duration=570.2 frames, utt_pad_proportion=0.057, over 17408.95 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.05162, over 2455886.44 frames. utt_duration=1284 frames, utt_pad_proportion=0.04992, over 7658.31 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2904, pruned_loss=0.05681, over 2475576.30 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05857, over 18350.16 utterances.], batch size: 62, lr: 2.63e-04
2022-08-30 05:57:54,095 INFO [train.py:927] (5/8) Epoch 15, batch 10800, giga_loss[loss=0.1841, simple_loss=0.2753, pruned_loss=0.04645, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04602, over 34.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.292, pruned_loss=0.05637, over 2474546.41 frames. utt_duration=604 frames, utt_pad_proportion=0.05456, over 16429.53 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2841, pruned_loss=0.05153, over 2456123.15 frames. utt_duration=1284 frames, utt_pad_proportion=0.04968, over 7658.14 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2918, pruned_loss=0.05664, over 2475265.44 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05622, over 17443.62 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 05:59:37,436 INFO [train.py:927] (5/8) Epoch 15, batch 10850, giga_loss[loss=0.2026, simple_loss=0.2936, pruned_loss=0.05583, over 12236.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03668, over 28.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2927, pruned_loss=0.05663, over 2473912.31 frames. utt_duration=619 frames, utt_pad_proportion=0.0534, over 16026.62 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.284, pruned_loss=0.05155, over 2456581.41 frames. utt_duration=1287 frames, utt_pad_proportion=0.04868, over 7641.52 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2929, pruned_loss=0.05693, over 2474565.04 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05526, over 17077.28 utterances.], batch size: 28, lr: 2.62e-04
2022-08-30 06:01:19,860 INFO [train.py:927] (5/8) Epoch 15, batch 10900, giga_loss[loss=0.2182, simple_loss=0.3071, pruned_loss=0.0646, over 12402.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02575, over 70.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2947, pruned_loss=0.05875, over 2473950.15 frames. utt_duration=626.2 frames, utt_pad_proportion=0.05152, over 15841.23 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2838, pruned_loss=0.05148, over 2456862.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04783, over 7618.65 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2952, pruned_loss=0.05923, over 2474687.71 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05353, over 16929.16 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 06:03:05,854 INFO [train.py:927] (5/8) Epoch 15, batch 10950, giga_loss[loss=0.229, simple_loss=0.3108, pruned_loss=0.07355, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03846, over 105.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2955, pruned_loss=0.06059, over 2473423.86 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05569, over 16165.63 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05178, over 2457150.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.05209, over 7709.08 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2957, pruned_loss=0.06079, over 2473901.12 frames. utt_duration=583 frames, utt_pad_proportion=0.05544, over 17016.58 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 06:04:51,572 INFO [train.py:927] (5/8) Epoch 15, batch 11000, giga_loss[loss=0.202, simple_loss=0.2656, pruned_loss=0.06922, over 12460.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04237, over 31.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2938, pruned_loss=0.06012, over 2473254.30 frames. utt_duration=609.1 frames, utt_pad_proportion=0.0588, over 16283.33 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2843, pruned_loss=0.05172, over 2457661.99 frames. utt_duration=1279 frames, utt_pad_proportion=0.05097, over 7693.45 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2942, pruned_loss=0.06059, over 2473681.15 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05889, over 17243.08 utterances.], batch size: 31, lr: 2.62e-04
2022-08-30 06:06:38,201 INFO [train.py:927] (5/8) Epoch 15, batch 11050, giga_loss[loss=0.2332, simple_loss=0.316, pruned_loss=0.07513, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.294, pruned_loss=0.06054, over 2472807.57 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06342, over 17629.11 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2843, pruned_loss=0.05167, over 2457820.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.05079, over 7686.98 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2944, pruned_loss=0.061, over 2473059.86 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0634, over 18435.50 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 06:08:25,490 INFO [train.py:927] (5/8) Epoch 15, batch 11100, giga_loss[loss=0.188, simple_loss=0.2714, pruned_loss=0.05232, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04027, over 31.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2904, pruned_loss=0.05886, over 2473199.98 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06601, over 17598.61 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2847, pruned_loss=0.05192, over 2458130.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.04981, over 7686.38 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2905, pruned_loss=0.05923, over 2473506.52 frames. utt_duration=536 frames, utt_pad_proportion=0.06636, over 18512.06 utterances.], batch size: 31, lr: 2.62e-04
2022-08-30 06:10:09,970 INFO [train.py:927] (5/8) Epoch 15, batch 11150, giga_loss[loss=0.2026, simple_loss=0.284, pruned_loss=0.06055, over 12385.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.03962, over 40.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2862, pruned_loss=0.05732, over 2473959.50 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06725, over 18407.41 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05173, over 2458226.07 frames. utt_duration=1286 frames, utt_pad_proportion=0.04914, over 7654.91 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2868, pruned_loss=0.05788, over 2474398.53 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06781, over 19361.18 utterances.], batch size: 40, lr: 2.62e-04
2022-08-30 06:11:52,013 INFO [train.py:927] (5/8) Epoch 15, batch 11200, libri_loss[loss=0.201, simple_loss=0.2889, pruned_loss=0.05658, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006777, over 37.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2858, pruned_loss=0.05705, over 2474487.64 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06593, over 18496.90 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2844, pruned_loss=0.05192, over 2459019.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.04802, over 7645.28 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2861, pruned_loss=0.05749, over 2474551.54 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06699, over 19565.30 utterances.], batch size: 37, lr: 2.62e-04
2022-08-30 06:13:36,871 INFO [train.py:927] (5/8) Epoch 15, batch 11250, giga_loss[loss=0.1988, simple_loss=0.2775, pruned_loss=0.06006, over 12400.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03332, over 80.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2843, pruned_loss=0.05692, over 2473430.20 frames. utt_duration=522 frames, utt_pad_proportion=0.06648, over 19009.48 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05184, over 2458897.60 frames. utt_duration=1291 frames, utt_pad_proportion=0.04781, over 7626.89 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2847, pruned_loss=0.05738, over 2473718.32 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06739, over 19962.71 utterances.], batch size: 80, lr: 2.62e-04
2022-08-30 06:15:26,387 INFO [train.py:927] (5/8) Epoch 15, batch 11300, giga_loss[loss=0.1905, simple_loss=0.269, pruned_loss=0.056, over 12378.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2807, pruned_loss=0.05526, over 2473611.51 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06095, over 17820.05 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05178, over 2459187.80 frames. utt_duration=1291 frames, utt_pad_proportion=0.04693, over 7627.14 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.281, pruned_loss=0.05581, over 2474018.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06252, over 18918.40 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 06:17:09,233 INFO [train.py:927] (5/8) Epoch 15, batch 11350, giga_loss[loss=0.2064, simple_loss=0.2812, pruned_loss=0.06579, over 12430.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03284, over 80.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2788, pruned_loss=0.05479, over 2473378.46 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06362, over 17523.07 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05179, over 2459905.54 frames. utt_duration=1284 frames, utt_pad_proportion=0.04716, over 7674.42 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2789, pruned_loss=0.05538, over 2473674.68 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06502, over 18844.08 utterances.], batch size: 80, lr: 2.62e-04
2022-08-30 06:18:52,381 INFO [train.py:927] (5/8) Epoch 15, batch 11400, giga_loss[loss=0.1925, simple_loss=0.2714, pruned_loss=0.05674, over 12406.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02562, over 91.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2762, pruned_loss=0.05414, over 2473964.85 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06161, over 17466.61 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2843, pruned_loss=0.05183, over 2460116.46 frames. utt_duration=1285 frames, utt_pad_proportion=0.0466, over 7669.32 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.276, pruned_loss=0.0546, over 2474201.10 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06314, over 18644.52 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 06:20:36,252 INFO [train.py:927] (5/8) Epoch 15, batch 11450, giga_loss[loss=0.1734, simple_loss=0.2574, pruned_loss=0.04466, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03063, over 45.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2737, pruned_loss=0.05331, over 2473355.23 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05886, over 16998.37 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2843, pruned_loss=0.05179, over 2460080.88 frames. utt_duration=1287 frames, utt_pad_proportion=0.0463, over 7653.67 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2735, pruned_loss=0.05372, over 2473693.25 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06041, over 18026.16 utterances.], batch size: 45, lr: 2.62e-04
2022-08-30 06:22:23,916 INFO [train.py:927] (5/8) Epoch 15, batch 11500, giga_loss[loss=0.2035, simple_loss=0.2921, pruned_loss=0.05749, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2754, pruned_loss=0.05447, over 2472495.06 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06039, over 17280.35 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05181, over 2459845.98 frames. utt_duration=1287 frames, utt_pad_proportion=0.04588, over 7652.52 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2748, pruned_loss=0.05481, over 2473249.95 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06178, over 18307.45 utterances.], batch size: 161, lr: 2.62e-04
2022-08-30 06:24:06,540 INFO [train.py:927] (5/8) Epoch 15, batch 11550, giga_loss[loss=0.2513, simple_loss=0.3266, pruned_loss=0.08802, over 12335.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03309, over 85.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2801, pruned_loss=0.05698, over 2473118.49 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06188, over 17297.46 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.0518, over 2460032.63 frames. utt_duration=1290 frames, utt_pad_proportion=0.04515, over 7637.59 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2795, pruned_loss=0.05732, over 2473759.45 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06326, over 18294.86 utterances.], batch size: 85, lr: 2.62e-04
2022-08-30 06:25:51,865 INFO [train.py:927] (5/8) Epoch 15, batch 11600, libri_loss[loss=0.2042, simple_loss=0.295, pruned_loss=0.05671, over 12305.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006793, over 36.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2849, pruned_loss=0.05894, over 2473035.76 frames. utt_duration=546.6 frames, utt_pad_proportion=0.07002, over 18145.94 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2847, pruned_loss=0.05194, over 2460129.83 frames. utt_duration=1284 frames, utt_pad_proportion=0.04588, over 7672.43 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2842, pruned_loss=0.05925, over 2473816.30 frames. utt_duration=517.4 frames, utt_pad_proportion=0.07069, over 19179.92 utterances.], batch size: 36, lr: 2.62e-04
2022-08-30 06:27:35,574 INFO [train.py:927] (5/8) Epoch 15, batch 11650, giga_loss[loss=0.3388, simple_loss=0.3834, pruned_loss=0.1472, over 12387.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2908, pruned_loss=0.06083, over 2473247.22 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06844, over 18532.32 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.285, pruned_loss=0.05209, over 2460320.32 frames. utt_duration=1272 frames, utt_pad_proportion=0.0498, over 7743.74 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.29, pruned_loss=0.06102, over 2473803.56 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06778, over 19369.39 utterances.], batch size: 259, lr: 2.62e-04
2022-08-30 06:29:18,789 INFO [train.py:927] (5/8) Epoch 15, batch 11700, giga_loss[loss=0.199, simple_loss=0.2932, pruned_loss=0.05233, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.292, pruned_loss=0.06003, over 2473442.79 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06394, over 18472.99 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2851, pruned_loss=0.05204, over 2460327.00 frames. utt_duration=1274 frames, utt_pad_proportion=0.04924, over 7732.63 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2914, pruned_loss=0.06034, over 2474040.73 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06387, over 19292.53 utterances.], batch size: 98, lr: 2.62e-04
2022-08-30 06:31:01,983 INFO [train.py:927] (5/8) Epoch 15, batch 11750, giga_loss[loss=0.2409, simple_loss=0.318, pruned_loss=0.08188, over 12390.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2915, pruned_loss=0.05896, over 2473452.25 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06345, over 18463.09 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2857, pruned_loss=0.05237, over 2460444.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05244, over 7803.42 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2907, pruned_loss=0.05907, over 2474110.76 frames. utt_duration=514.7 frames, utt_pad_proportion=0.0623, over 19285.49 utterances.], batch size: 257, lr: 2.62e-04
2022-08-30 06:32:45,950 INFO [train.py:927] (5/8) Epoch 15, batch 11800, giga_loss[loss=0.2161, simple_loss=0.307, pruned_loss=0.06259, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.0591, over 2474120.60 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06533, over 18798.71 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05235, over 2460368.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05254, over 7805.23 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2926, pruned_loss=0.05932, over 2474936.13 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06441, over 19637.15 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 06:34:31,733 INFO [train.py:927] (5/8) Epoch 15, batch 11850, giga_loss[loss=0.2093, simple_loss=0.2899, pruned_loss=0.06431, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2936, pruned_loss=0.05971, over 2473617.86 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06101, over 17898.11 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2849, pruned_loss=0.05206, over 2460978.61 frames. utt_duration=1264 frames, utt_pad_proportion=0.05222, over 7796.03 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.06049, over 2474282.17 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06071, over 19032.30 utterances.], batch size: 133, lr: 2.62e-04
2022-08-30 06:36:14,554 INFO [train.py:927] (5/8) Epoch 15, batch 11900, giga_loss[loss=0.1999, simple_loss=0.2746, pruned_loss=0.06263, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05134, over 34.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2954, pruned_loss=0.06096, over 2472908.90 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05784, over 17227.84 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2852, pruned_loss=0.05201, over 2460955.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05112, over 7774.76 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2962, pruned_loss=0.06205, over 2474081.79 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05837, over 18659.49 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 06:38:00,005 INFO [train.py:927] (5/8) Epoch 15, batch 11950, giga_loss[loss=0.2153, simple_loss=0.3028, pruned_loss=0.06385, over 12099.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03661, over 30.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2971, pruned_loss=0.06228, over 2472126.34 frames. utt_duration=585 frames, utt_pad_proportion=0.05561, over 16946.24 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.285, pruned_loss=0.05201, over 2460615.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.05063, over 7752.41 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06332, over 2473595.46 frames. utt_duration=543 frames, utt_pad_proportion=0.05641, over 18271.14 utterances.], batch size: 30, lr: 2.62e-04
2022-08-30 06:39:47,356 INFO [train.py:927] (5/8) Epoch 15, batch 12000, libri_loss[loss=0.1776, simple_loss=0.262, pruned_loss=0.04659, over 12276.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.04846, over 27.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.299, pruned_loss=0.06291, over 2471423.40 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05585, over 17047.93 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2849, pruned_loss=0.05202, over 2460177.95 frames. utt_duration=1277 frames, utt_pad_proportion=0.04988, over 7715.89 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3002, pruned_loss=0.06399, over 2473286.92 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05683, over 18368.17 utterances.], batch size: 27, lr: 2.62e-04
2022-08-30 06:39:47,357 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 06:40:02,104 INFO [train.py:967] (5/8) 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 06:41:42,061 INFO [train.py:927] (5/8) Epoch 15, batch 12050, giga_loss[loss=0.1965, simple_loss=0.2875, pruned_loss=0.05274, over 12319.00 frames. utt_duration=748 frames, utt_pad_proportion=0.02853, over 66.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.299, pruned_loss=0.06367, over 2471763.72 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06075, over 17787.99 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05198, over 2460382.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.05038, over 7733.59 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3001, pruned_loss=0.06463, over 2473152.64 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06107, over 18888.33 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 06:43:24,003 INFO [train.py:927] (5/8) Epoch 15, batch 12100, giga_loss[loss=0.2083, simple_loss=0.2927, pruned_loss=0.06192, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02734, over 70.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2973, pruned_loss=0.06299, over 2471909.19 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06078, over 17085.73 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2848, pruned_loss=0.05193, over 2460492.78 frames. utt_duration=1262 frames, utt_pad_proportion=0.05467, over 7808.05 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2984, pruned_loss=0.06402, over 2473120.36 frames. utt_duration=549 frames, utt_pad_proportion=0.05939, over 18069.26 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 06:45:06,349 INFO [train.py:927] (5/8) Epoch 15, batch 12150, giga_loss[loss=0.2191, simple_loss=0.3041, pruned_loss=0.0671, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02511, over 48.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2976, pruned_loss=0.06316, over 2471639.69 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06005, over 16457.24 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05188, over 2460789.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05477, over 7829.82 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2984, pruned_loss=0.06417, over 2472486.16 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05891, over 17333.61 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 06:46:49,407 INFO [train.py:927] (5/8) Epoch 15, batch 12200, giga_loss[loss=0.2273, simple_loss=0.3116, pruned_loss=0.07147, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03271, over 51.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.298, pruned_loss=0.06259, over 2472106.40 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06001, over 16368.87 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2854, pruned_loss=0.05186, over 2461001.10 frames. utt_duration=1258 frames, utt_pad_proportion=0.05448, over 7837.38 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2985, pruned_loss=0.06356, over 2472737.04 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05924, over 17163.68 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 06:48:29,025 INFO [train.py:927] (5/8) Epoch 15, batch 12250, giga_loss[loss=0.2521, simple_loss=0.3171, pruned_loss=0.09354, over 12385.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.298, pruned_loss=0.0629, over 2472034.72 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06044, over 16368.65 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2861, pruned_loss=0.0521, over 2461253.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.05345, over 7830.36 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2982, pruned_loss=0.06376, over 2472569.75 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06024, over 17235.68 utterances.], batch size: 257, lr: 2.62e-04
2022-08-30 06:50:07,365 INFO [train.py:927] (5/8) Epoch 15, batch 12300, giga_loss[loss=0.2266, simple_loss=0.3106, pruned_loss=0.07134, over 12388.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02642, over 91.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2958, pruned_loss=0.06234, over 2472772.55 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06467, over 16392.09 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2863, pruned_loss=0.05217, over 2461144.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.05792, over 7905.10 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2959, pruned_loss=0.06305, over 2473418.80 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06238, over 17084.78 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 06:51:48,527 INFO [train.py:927] (5/8) Epoch 15, batch 12350, giga_loss[loss=0.2001, simple_loss=0.2846, pruned_loss=0.05774, over 12196.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04068, over 28.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2933, pruned_loss=0.0613, over 2472548.13 frames. utt_duration=628.9 frames, utt_pad_proportion=0.06429, over 15764.05 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2866, pruned_loss=0.05227, over 2461556.39 frames. utt_duration=1249 frames, utt_pad_proportion=0.05682, over 7889.55 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.062, over 2472958.41 frames. utt_duration=600.7 frames, utt_pad_proportion=0.06296, over 16509.60 utterances.], batch size: 28, lr: 2.62e-04
2022-08-30 06:53:28,435 INFO [train.py:927] (5/8) Epoch 15, batch 12400, giga_loss[loss=0.1946, simple_loss=0.2784, pruned_loss=0.05538, over 12374.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02768, over 91.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06026, over 2473239.26 frames. utt_duration=610.9 frames, utt_pad_proportion=0.06585, over 16234.71 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2866, pruned_loss=0.05236, over 2461906.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.05617, over 7881.27 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2902, pruned_loss=0.06084, over 2473406.87 frames. utt_duration=585.5 frames, utt_pad_proportion=0.0651, over 16940.50 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 06:55:13,905 INFO [train.py:927] (5/8) Epoch 15, batch 12450, giga_loss[loss=0.1905, simple_loss=0.2738, pruned_loss=0.05357, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02461, over 48.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2862, pruned_loss=0.0589, over 2472672.04 frames. utt_duration=620.4 frames, utt_pad_proportion=0.06175, over 15979.86 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2867, pruned_loss=0.05241, over 2461884.77 frames. utt_duration=1250 frames, utt_pad_proportion=0.05597, over 7890.47 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2862, pruned_loss=0.05938, over 2472923.76 frames. utt_duration=597.4 frames, utt_pad_proportion=0.0614, over 16599.76 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 06:56:56,272 INFO [train.py:927] (5/8) Epoch 15, batch 12500, giga_loss[loss=0.2193, simple_loss=0.2987, pruned_loss=0.06996, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02814, over 42.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2838, pruned_loss=0.0573, over 2471643.81 frames. utt_duration=643.4 frames, utt_pad_proportion=0.05971, over 15402.44 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2863, pruned_loss=0.05235, over 2461958.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.05478, over 7849.26 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.284, pruned_loss=0.05789, over 2472046.67 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06003, over 16133.12 utterances.], batch size: 42, lr: 2.62e-04
2022-08-30 06:58:35,357 INFO [train.py:927] (5/8) Epoch 15, batch 12550, giga_loss[loss=0.1787, simple_loss=0.2792, pruned_loss=0.0391, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2857, pruned_loss=0.05712, over 2472274.33 frames. utt_duration=616.4 frames, utt_pad_proportion=0.0572, over 16082.38 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2865, pruned_loss=0.05248, over 2462430.11 frames. utt_duration=1251 frames, utt_pad_proportion=0.0548, over 7882.00 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2857, pruned_loss=0.05767, over 2472556.07 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05765, over 16947.19 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 07:00:14,650 INFO [train.py:927] (5/8) Epoch 15, batch 12600, giga_loss[loss=0.2033, simple_loss=0.2984, pruned_loss=0.05414, over 12373.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05485, over 181.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.287, pruned_loss=0.05713, over 2472857.94 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05911, over 17433.42 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2866, pruned_loss=0.05259, over 2462454.40 frames. utt_duration=1255 frames, utt_pad_proportion=0.05421, over 7860.84 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.287, pruned_loss=0.05754, over 2473189.06 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05965, over 18263.14 utterances.], batch size: 181, lr: 2.62e-04
2022-08-30 07:01:54,316 INFO [train.py:927] (5/8) Epoch 15, batch 12650, giga_loss[loss=0.2084, simple_loss=0.2966, pruned_loss=0.06004, over 12445.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2864, pruned_loss=0.05663, over 2474148.99 frames. utt_duration=555.8 frames, utt_pad_proportion=0.0591, over 17855.57 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2864, pruned_loss=0.05266, over 2462851.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.05311, over 7837.37 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2865, pruned_loss=0.05702, over 2474347.31 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05997, over 18815.49 utterances.], batch size: 123, lr: 2.62e-04
2022-08-30 07:03:36,010 INFO [train.py:927] (5/8) Epoch 15, batch 12700, giga_loss[loss=0.1861, simple_loss=0.2799, pruned_loss=0.04621, over 12328.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02807, over 74.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2863, pruned_loss=0.05649, over 2474171.24 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06105, over 18103.83 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05288, over 2463103.79 frames. utt_duration=1262 frames, utt_pad_proportion=0.05232, over 7817.74 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2864, pruned_loss=0.05666, over 2474311.38 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06196, over 19062.43 utterances.], batch size: 74, lr: 2.62e-04
2022-08-30 07:05:15,948 INFO [train.py:927] (5/8) Epoch 15, batch 12750, giga_loss[loss=0.2043, simple_loss=0.2918, pruned_loss=0.05843, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2868, pruned_loss=0.05653, over 2474256.28 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05817, over 17212.87 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.0531, over 2463478.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05508, over 7841.97 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2871, pruned_loss=0.05662, over 2474497.45 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05812, over 18372.60 utterances.], batch size: 133, lr: 2.62e-04
2022-08-30 07:06:55,257 INFO [train.py:927] (5/8) Epoch 15, batch 12800, giga_loss[loss=0.2092, simple_loss=0.3011, pruned_loss=0.05867, over 12338.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03128, over 85.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2896, pruned_loss=0.05786, over 2473588.13 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06408, over 17605.10 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05337, over 2463402.79 frames. utt_duration=1262 frames, utt_pad_proportion=0.05365, over 7818.01 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2896, pruned_loss=0.05782, over 2474186.32 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06435, over 18875.27 utterances.], batch size: 85, lr: 2.62e-04
2022-08-30 07:08:35,991 INFO [train.py:927] (5/8) Epoch 15, batch 12850, libri_loss[loss=0.1945, simple_loss=0.2822, pruned_loss=0.05342, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006347, over 34.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2901, pruned_loss=0.05811, over 2473585.29 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06188, over 16951.06 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.0535, over 2463656.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05227, over 7784.82 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2903, pruned_loss=0.05812, over 2474159.23 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06287, over 18298.40 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 07:10:15,733 INFO [train.py:927] (5/8) Epoch 15, batch 12900, giga_loss[loss=0.1802, simple_loss=0.2777, pruned_loss=0.04133, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02979, over 66.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2889, pruned_loss=0.05752, over 2473648.92 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05928, over 16320.47 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2864, pruned_loss=0.0536, over 2464008.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05151, over 7784.08 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2891, pruned_loss=0.05751, over 2473974.11 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06067, over 17551.56 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 07:11:53,212 INFO [train.py:927] (5/8) Epoch 15, batch 12950, giga_loss[loss=0.1831, simple_loss=0.2736, pruned_loss=0.0463, over 12437.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03765, over 105.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2864, pruned_loss=0.05654, over 2473556.07 frames. utt_duration=617.9 frames, utt_pad_proportion=0.05958, over 16051.20 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.05361, over 2464139.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05076, over 7760.59 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2867, pruned_loss=0.05658, over 2473882.93 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06108, over 17202.35 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 07:13:33,926 INFO [train.py:927] (5/8) Epoch 15, batch 13000, giga_loss[loss=0.2154, simple_loss=0.3114, pruned_loss=0.05968, over 12358.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04043, over 145.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2871, pruned_loss=0.05596, over 2472664.94 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05778, over 16066.19 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05356, over 2464013.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.04988, over 7733.71 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2872, pruned_loss=0.05611, over 2473247.28 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05952, over 17194.86 utterances.], batch size: 145, lr: 2.62e-04
2022-08-30 07:15:11,297 INFO [train.py:927] (5/8) Epoch 15, batch 13050, giga_loss[loss=0.1904, simple_loss=0.2766, pruned_loss=0.05207, over 12332.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03143, over 70.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2885, pruned_loss=0.05662, over 2473346.59 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05539, over 16875.57 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2865, pruned_loss=0.05371, over 2464578.14 frames. utt_duration=1282 frames, utt_pad_proportion=0.04858, over 7699.43 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2886, pruned_loss=0.05669, over 2473588.85 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05742, over 18079.61 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 07:16:49,388 INFO [train.py:927] (5/8) Epoch 15, batch 13100, giga_loss[loss=0.1733, simple_loss=0.2557, pruned_loss=0.04546, over 12269.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03787, over 51.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2869, pruned_loss=0.05714, over 2473725.62 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05507, over 17152.40 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2864, pruned_loss=0.05382, over 2464702.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.04807, over 7681.03 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2871, pruned_loss=0.05714, over 2473917.21 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05688, over 18233.28 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 07:18:29,061 INFO [train.py:927] (5/8) Epoch 15, batch 13150, giga_loss[loss=0.1772, simple_loss=0.2624, pruned_loss=0.04605, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03577, over 40.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2847, pruned_loss=0.05695, over 2473115.35 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05234, over 16882.83 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2862, pruned_loss=0.05386, over 2464594.42 frames. utt_duration=1290 frames, utt_pad_proportion=0.04723, over 7653.37 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2851, pruned_loss=0.057, over 2473568.62 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05433, over 17994.81 utterances.], batch size: 40, lr: 2.62e-04
2022-08-30 07:20:10,387 INFO [train.py:927] (5/8) Epoch 15, batch 13200, giga_loss[loss=0.1955, simple_loss=0.2862, pruned_loss=0.05239, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03138, over 85.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2824, pruned_loss=0.05606, over 2473075.10 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05029, over 16541.60 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2864, pruned_loss=0.05412, over 2464421.04 frames. utt_duration=1293 frames, utt_pad_proportion=0.04654, over 7631.47 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2826, pruned_loss=0.05591, over 2473729.92 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05232, over 17609.06 utterances.], batch size: 85, lr: 2.62e-04
2022-08-30 07:21:50,120 INFO [train.py:927] (5/8) Epoch 15, batch 13250, giga_loss[loss=0.1632, simple_loss=0.2486, pruned_loss=0.03886, over 12472.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02981, over 75.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2793, pruned_loss=0.05517, over 2473955.84 frames. utt_duration=622.8 frames, utt_pad_proportion=0.04965, over 15926.87 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2868, pruned_loss=0.05458, over 2464756.27 frames. utt_duration=1282 frames, utt_pad_proportion=0.05024, over 7698.89 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2788, pruned_loss=0.05466, over 2474399.80 frames. utt_duration=585.6 frames, utt_pad_proportion=0.04978, over 16944.51 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 07:23:38,392 INFO [train.py:927] (5/8) Epoch 15, batch 13300, giga_loss[loss=0.1864, simple_loss=0.2756, pruned_loss=0.04859, over 12314.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03583, over 51.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2807, pruned_loss=0.05555, over 2473292.03 frames. utt_duration=613.9 frames, utt_pad_proportion=0.04925, over 16154.35 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.287, pruned_loss=0.05475, over 2464908.09 frames. utt_duration=1283 frames, utt_pad_proportion=0.04989, over 7693.53 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2801, pruned_loss=0.05499, over 2473610.71 frames. utt_duration=580.6 frames, utt_pad_proportion=0.04953, over 17084.45 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 07:25:19,827 INFO [train.py:927] (5/8) Epoch 15, batch 13350, giga_loss[loss=0.2205, simple_loss=0.3138, pruned_loss=0.0636, over 12395.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02935, over 97.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2837, pruned_loss=0.05669, over 2473409.71 frames. utt_duration=605.8 frames, utt_pad_proportion=0.0525, over 16372.87 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.287, pruned_loss=0.05481, over 2464819.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.04914, over 7677.72 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2831, pruned_loss=0.05622, over 2473898.20 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05285, over 17273.04 utterances.], batch size: 97, lr: 2.62e-04
2022-08-30 07:27:02,853 INFO [train.py:927] (5/8) Epoch 15, batch 13400, libri_loss[loss=0.1834, simple_loss=0.2628, pruned_loss=0.05198, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00575, over 34.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2871, pruned_loss=0.05813, over 2474287.27 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05459, over 16740.66 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2871, pruned_loss=0.05506, over 2465216.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05289, over 7753.99 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2864, pruned_loss=0.05759, over 2474520.71 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05315, over 17591.27 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 07:28:48,321 INFO [train.py:927] (5/8) Epoch 15, batch 13450, giga_loss[loss=0.2309, simple_loss=0.3134, pruned_loss=0.07426, over 12406.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2912, pruned_loss=0.06068, over 2474319.58 frames. utt_duration=584.1 frames, utt_pad_proportion=0.0567, over 16988.55 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2869, pruned_loss=0.05518, over 2465055.51 frames. utt_duration=1279 frames, utt_pad_proportion=0.052, over 7718.41 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2909, pruned_loss=0.06024, over 2474869.64 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05584, over 17901.48 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 07:30:31,971 INFO [train.py:927] (5/8) Epoch 15, batch 13500, giga_loss[loss=0.2766, simple_loss=0.3524, pruned_loss=0.1004, over 12357.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02909, over 91.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2976, pruned_loss=0.06489, over 2474478.04 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06006, over 17867.33 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05521, over 2465446.31 frames. utt_duration=1285 frames, utt_pad_proportion=0.05125, over 7685.85 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2977, pruned_loss=0.06469, over 2474766.76 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05957, over 18844.22 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 07:32:18,646 INFO [train.py:927] (5/8) Epoch 15, batch 13550, giga_loss[loss=0.271, simple_loss=0.3466, pruned_loss=0.09772, over 12368.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06544, over 183.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3043, pruned_loss=0.0697, over 2475051.83 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06271, over 19162.91 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2864, pruned_loss=0.05512, over 2465195.91 frames. utt_duration=1288 frames, utt_pad_proportion=0.05072, over 7662.67 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3049, pruned_loss=0.06978, over 2475609.65 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06245, over 20090.81 utterances.], batch size: 183, lr: 2.62e-04
2022-08-30 07:34:02,913 INFO [train.py:927] (5/8) Epoch 15, batch 13600, giga_loss[loss=0.2103, simple_loss=0.2979, pruned_loss=0.06135, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3106, pruned_loss=0.07482, over 2475461.44 frames. utt_duration=495 frames, utt_pad_proportion=0.06379, over 20063.71 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2866, pruned_loss=0.05527, over 2465194.40 frames. utt_duration=1290 frames, utt_pad_proportion=0.04992, over 7650.52 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3112, pruned_loss=0.07504, over 2476086.56 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06387, over 21019.48 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 07:35:50,424 INFO [train.py:927] (5/8) Epoch 15, batch 13650, giga_loss[loss=0.2175, simple_loss=0.3003, pruned_loss=0.06732, over 12370.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03112, over 51.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3137, pruned_loss=0.07751, over 2474525.81 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06025, over 19827.93 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2868, pruned_loss=0.05563, over 2464665.33 frames. utt_duration=1293 frames, utt_pad_proportion=0.04876, over 7630.84 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3148, pruned_loss=0.07802, over 2475832.38 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06099, over 21006.30 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 07:37:40,117 INFO [train.py:927] (5/8) Epoch 15, batch 13700, giga_loss[loss=0.1997, simple_loss=0.2914, pruned_loss=0.05403, over 12363.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02894, over 70.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3177, pruned_loss=0.08116, over 2475080.16 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07032, over 20802.30 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.287, pruned_loss=0.0559, over 2464634.92 frames. utt_duration=1288 frames, utt_pad_proportion=0.04924, over 7663.16 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3194, pruned_loss=0.08211, over 2476529.14 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07046, over 22144.74 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 07:39:24,684 INFO [train.py:927] (5/8) Epoch 15, batch 13750, libri_loss[loss=0.2248, simple_loss=0.3027, pruned_loss=0.0735, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005747, over 33.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3189, pruned_loss=0.083, over 2475605.42 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07492, over 21598.25 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2874, pruned_loss=0.05606, over 2464661.08 frames. utt_duration=1289 frames, utt_pad_proportion=0.04872, over 7658.18 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08396, over 2476893.77 frames. utt_duration=435 frames, utt_pad_proportion=0.07505, over 22851.25 utterances.], batch size: 33, lr: 2.61e-04
2022-08-30 07:41:09,056 INFO [train.py:927] (5/8) Epoch 15, batch 13800, giga_loss[loss=0.2944, simple_loss=0.3621, pruned_loss=0.1134, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05292, over 162.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3203, pruned_loss=0.08334, over 2475604.14 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07405, over 21752.85 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2876, pruned_loss=0.05632, over 2464712.08 frames. utt_duration=1289 frames, utt_pad_proportion=0.04829, over 7660.12 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3218, pruned_loss=0.08435, over 2476768.91 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07446, over 22994.64 utterances.], batch size: 162, lr: 2.61e-04
2022-08-30 07:42:53,703 INFO [train.py:927] (5/8) Epoch 15, batch 13850, giga_loss[loss=0.2017, simple_loss=0.2891, pruned_loss=0.05722, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03266, over 75.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3214, pruned_loss=0.08446, over 2475570.82 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08276, over 22952.26 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2879, pruned_loss=0.05674, over 2465003.36 frames. utt_duration=1281 frames, utt_pad_proportion=0.04906, over 7704.17 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3232, pruned_loss=0.08552, over 2476485.36 frames. utt_duration=410 frames, utt_pad_proportion=0.08276, over 24249.15 utterances.], batch size: 75, lr: 2.61e-04
2022-08-30 07:44:39,713 INFO [train.py:927] (5/8) Epoch 15, batch 13900, giga_loss[loss=0.1894, simple_loss=0.2885, pruned_loss=0.04515, over 12306.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.049, over 26.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3188, pruned_loss=0.08025, over 2474393.46 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07816, over 21210.62 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2881, pruned_loss=0.05698, over 2465550.02 frames. utt_duration=1276 frames, utt_pad_proportion=0.04923, over 7739.40 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3207, pruned_loss=0.08146, over 2474847.57 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07859, over 22529.20 utterances.], batch size: 26, lr: 2.61e-04
2022-08-30 07:46:26,018 INFO [train.py:927] (5/8) Epoch 15, batch 13950, giga_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06024, over 12382.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02806, over 58.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3158, pruned_loss=0.07802, over 2474620.69 frames. utt_duration=470.9 frames, utt_pad_proportion=0.0799, over 21084.18 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2887, pruned_loss=0.05766, over 2465730.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05312, over 7822.36 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3176, pruned_loss=0.07898, over 2475074.29 frames. utt_duration=443 frames, utt_pad_proportion=0.07936, over 22420.61 utterances.], batch size: 58, lr: 2.61e-04
2022-08-30 07:48:09,449 INFO [train.py:927] (5/8) Epoch 15, batch 14000, giga_loss[loss=0.2663, simple_loss=0.3371, pruned_loss=0.0978, over 12373.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06035, over 182.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3143, pruned_loss=0.07701, over 2475033.00 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07469, over 21022.83 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2885, pruned_loss=0.05754, over 2465918.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05246, over 7808.89 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3163, pruned_loss=0.07825, over 2475396.48 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07487, over 22332.89 utterances.], batch size: 182, lr: 2.61e-04
2022-08-30 07:50:03,607 INFO [train.py:927] (5/8) Epoch 15, batch 14050, giga_loss[loss=0.2033, simple_loss=0.3002, pruned_loss=0.0532, over 12354.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02603, over 66.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3136, pruned_loss=0.07652, over 2475008.85 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07447, over 20792.08 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2885, pruned_loss=0.05768, over 2465957.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05193, over 7791.85 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3156, pruned_loss=0.07763, over 2475373.97 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07489, over 22012.16 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 07:51:55,680 INFO [train.py:927] (5/8) Epoch 15, batch 14100, giga_loss[loss=0.2088, simple_loss=0.3105, pruned_loss=0.05356, over 12482.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03264, over 40.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3142, pruned_loss=0.07529, over 2474654.71 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07908, over 21550.70 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2884, pruned_loss=0.05779, over 2466022.69 frames. utt_duration=1269 frames, utt_pad_proportion=0.05154, over 7780.97 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3161, pruned_loss=0.07623, over 2474960.57 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07938, over 22637.09 utterances.], batch size: 40, lr: 2.61e-04
2022-08-30 07:53:41,195 INFO [train.py:927] (5/8) Epoch 15, batch 14150, giga_loss[loss=0.2662, simple_loss=0.3366, pruned_loss=0.09796, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04386, over 146.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3147, pruned_loss=0.07573, over 2474787.47 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07476, over 21543.85 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2888, pruned_loss=0.05824, over 2466164.08 frames. utt_duration=1271 frames, utt_pad_proportion=0.05062, over 7769.73 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3167, pruned_loss=0.07662, over 2475167.24 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07575, over 22841.07 utterances.], batch size: 146, lr: 2.61e-04
2022-08-30 07:55:27,668 INFO [train.py:927] (5/8) Epoch 15, batch 14200, giga_loss[loss=0.2172, simple_loss=0.3, pruned_loss=0.06723, over 12359.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03109, over 51.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3128, pruned_loss=0.07544, over 2474177.66 frames. utt_duration=462.4 frames, utt_pad_proportion=0.0743, over 21470.29 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2887, pruned_loss=0.05844, over 2466122.55 frames. utt_duration=1275 frames, utt_pad_proportion=0.0497, over 7742.87 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3149, pruned_loss=0.07633, over 2474659.99 frames. utt_duration=435 frames, utt_pad_proportion=0.07553, over 22832.43 utterances.], batch size: 51, lr: 2.61e-04
2022-08-30 07:57:16,747 INFO [train.py:927] (5/8) Epoch 15, batch 14250, giga_loss[loss=0.2277, simple_loss=0.3088, pruned_loss=0.07327, over 12428.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05457, over 162.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3109, pruned_loss=0.07399, over 2473631.70 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06865, over 20209.28 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2885, pruned_loss=0.05845, over 2466112.74 frames. utt_duration=1279 frames, utt_pad_proportion=0.04921, over 7719.83 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3131, pruned_loss=0.07491, over 2474124.76 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07023, over 21481.31 utterances.], batch size: 162, lr: 2.61e-04
2022-08-30 07:59:03,178 INFO [train.py:927] (5/8) Epoch 15, batch 14300, libri_loss[loss=0.2176, simple_loss=0.2972, pruned_loss=0.06902, over 12461.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005164, over 35.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.31, pruned_loss=0.07261, over 2473957.63 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06477, over 19721.05 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2885, pruned_loss=0.05847, over 2466268.33 frames. utt_duration=1281 frames, utt_pad_proportion=0.04863, over 7708.09 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3121, pruned_loss=0.07351, over 2474307.45 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06653, over 20918.95 utterances.], batch size: 35, lr: 2.61e-04
2022-08-30 08:00:49,572 INFO [train.py:927] (5/8) Epoch 15, batch 14350, libri_loss[loss=0.2296, simple_loss=0.3116, pruned_loss=0.07378, over 12438.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01499, over 40.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3082, pruned_loss=0.0717, over 2474508.83 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06325, over 19653.92 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2883, pruned_loss=0.05851, over 2466185.44 frames. utt_duration=1284 frames, utt_pad_proportion=0.04805, over 7694.14 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3104, pruned_loss=0.07262, over 2474972.28 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06501, over 20822.13 utterances.], batch size: 40, lr: 2.61e-04
2022-08-30 08:02:32,905 INFO [train.py:927] (5/8) Epoch 15, batch 14400, giga_loss[loss=0.2769, simple_loss=0.3466, pruned_loss=0.1036, over 12376.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0598, over 182.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3079, pruned_loss=0.07257, over 2473906.46 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06642, over 20374.38 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2883, pruned_loss=0.05859, over 2465846.85 frames. utt_duration=1287 frames, utt_pad_proportion=0.04717, over 7675.06 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3101, pruned_loss=0.07352, over 2474735.69 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06806, over 21599.81 utterances.], batch size: 182, lr: 2.61e-04
2022-08-30 08:04:16,489 INFO [train.py:927] (5/8) Epoch 15, batch 14450, giga_loss[loss=0.3232, simple_loss=0.3676, pruned_loss=0.1395, over 12362.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3072, pruned_loss=0.07278, over 2474519.44 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07227, over 20484.11 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2893, pruned_loss=0.05923, over 2466097.37 frames. utt_duration=1248 frames, utt_pad_proportion=0.06034, over 7914.01 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3085, pruned_loss=0.07327, over 2475145.47 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06928, over 21538.98 utterances.], batch size: 257, lr: 2.61e-04
2022-08-30 08:06:00,218 INFO [train.py:927] (5/8) Epoch 15, batch 14500, libri_loss[loss=0.1903, simple_loss=0.2824, pruned_loss=0.04914, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006087, over 34.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07195, over 2474593.15 frames. utt_duration=505 frames, utt_pad_proportion=0.06933, over 19656.41 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2894, pruned_loss=0.05931, over 2466557.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.059, over 7881.10 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07264, over 2474894.59 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06755, over 20872.30 utterances.], batch size: 34, lr: 2.61e-04
2022-08-30 08:07:44,255 INFO [train.py:927] (5/8) Epoch 15, batch 14550, giga_loss[loss=0.2025, simple_loss=0.2877, pruned_loss=0.05868, over 12342.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.306, pruned_loss=0.07128, over 2473087.36 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07391, over 19831.00 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2895, pruned_loss=0.05935, over 2466317.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.05828, over 7870.93 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3071, pruned_loss=0.07195, over 2473626.88 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07256, over 20950.78 utterances.], batch size: 97, lr: 2.61e-04
2022-08-30 08:09:29,668 INFO [train.py:927] (5/8) Epoch 15, batch 14600, giga_loss[loss=0.2636, simple_loss=0.3312, pruned_loss=0.09804, over 12400.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07717, over 213.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3057, pruned_loss=0.07094, over 2473888.09 frames. utt_duration=496 frames, utt_pad_proportion=0.07507, over 20008.08 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2896, pruned_loss=0.05955, over 2466476.17 frames. utt_duration=1247 frames, utt_pad_proportion=0.0609, over 7924.16 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3073, pruned_loss=0.07178, over 2474482.88 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0734, over 21356.70 utterances.], batch size: 213, lr: 2.61e-04
2022-08-30 08:11:19,519 INFO [train.py:927] (5/8) Epoch 15, batch 14650, giga_loss[loss=0.2063, simple_loss=0.2893, pruned_loss=0.06161, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02782, over 48.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3069, pruned_loss=0.07239, over 2474469.13 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07948, over 20228.44 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2897, pruned_loss=0.05973, over 2466999.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.0645, over 8003.14 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.0733, over 2474699.02 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07696, over 21639.48 utterances.], batch size: 48, lr: 2.61e-04
2022-08-30 08:13:03,895 INFO [train.py:927] (5/8) Epoch 15, batch 14700, giga_loss[loss=0.2676, simple_loss=0.3304, pruned_loss=0.1024, over 12376.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06509, over 183.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3061, pruned_loss=0.073, over 2474346.81 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07622, over 19855.89 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2888, pruned_loss=0.05949, over 2466833.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.06374, over 7963.26 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3086, pruned_loss=0.07426, over 2474859.90 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07472, over 21297.18 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 08:14:49,309 INFO [train.py:927] (5/8) Epoch 15, batch 14750, giga_loss[loss=0.2576, simple_loss=0.3265, pruned_loss=0.0944, over 12366.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07562, over 212.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3066, pruned_loss=0.07413, over 2473798.85 frames. utt_duration=489.4 frames, utt_pad_proportion=0.0784, over 20280.22 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2886, pruned_loss=0.05941, over 2466733.88 frames. utt_duration=1243 frames, utt_pad_proportion=0.06362, over 7950.44 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3089, pruned_loss=0.07526, over 2474327.43 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07718, over 21476.50 utterances.], batch size: 212, lr: 2.61e-04
2022-08-30 08:16:32,828 INFO [train.py:927] (5/8) Epoch 15, batch 14800, giga_loss[loss=0.2309, simple_loss=0.3088, pruned_loss=0.07647, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04068, over 133.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3069, pruned_loss=0.07368, over 2474173.36 frames. utt_duration=474.9 frames, utt_pad_proportion=0.08017, over 20903.23 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.289, pruned_loss=0.05986, over 2466576.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06713, over 8019.23 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3087, pruned_loss=0.07443, over 2474888.44 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07815, over 22030.66 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:18:21,713 INFO [train.py:927] (5/8) Epoch 15, batch 14850, giga_loss[loss=0.2151, simple_loss=0.2981, pruned_loss=0.06608, over 12404.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3045, pruned_loss=0.07209, over 2473903.24 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07733, over 20229.23 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2892, pruned_loss=0.05992, over 2466408.04 frames. utt_duration=1224 frames, utt_pad_proportion=0.06975, over 8068.89 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3066, pruned_loss=0.07315, over 2474976.82 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07497, over 21631.67 utterances.], batch size: 146, lr: 2.61e-04
2022-08-30 08:20:06,368 INFO [train.py:927] (5/8) Epoch 15, batch 14900, giga_loss[loss=0.2211, simple_loss=0.3038, pruned_loss=0.06923, over 12330.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03521, over 62.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3051, pruned_loss=0.0733, over 2474047.06 frames. utt_duration=477 frames, utt_pad_proportion=0.07596, over 20809.52 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2891, pruned_loss=0.06001, over 2466385.19 frames. utt_duration=1226 frames, utt_pad_proportion=0.06903, over 8056.75 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.307, pruned_loss=0.07428, over 2475042.69 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07446, over 22154.48 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 08:21:55,092 INFO [train.py:927] (5/8) Epoch 15, batch 14950, giga_loss[loss=0.2094, simple_loss=0.3134, pruned_loss=0.05268, over 12413.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02849, over 62.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3085, pruned_loss=0.07415, over 2474581.52 frames. utt_duration=480 frames, utt_pad_proportion=0.07951, over 20683.04 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2891, pruned_loss=0.06017, over 2466639.47 frames. utt_duration=1219 frames, utt_pad_proportion=0.07232, over 8104.13 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3105, pruned_loss=0.07517, over 2475353.71 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07697, over 22064.36 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 08:23:41,283 INFO [train.py:927] (5/8) Epoch 15, batch 15000, libri_loss[loss=0.2156, simple_loss=0.2958, pruned_loss=0.06765, over 12485.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005668, over 37.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3104, pruned_loss=0.0752, over 2474778.42 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08041, over 21439.95 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2891, pruned_loss=0.06038, over 2466989.16 frames. utt_duration=1222 frames, utt_pad_proportion=0.07149, over 8086.69 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3123, pruned_loss=0.07602, over 2475162.40 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07874, over 22744.07 utterances.], batch size: 37, lr: 2.61e-04
2022-08-30 08:23:41,285 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 08:23:55,264 INFO [train.py:967] (5/8) 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 08:25:39,059 INFO [train.py:927] (5/8) Epoch 15, batch 15050, giga_loss[loss=0.2283, simple_loss=0.3069, pruned_loss=0.07486, over 12345.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02972, over 91.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3113, pruned_loss=0.07598, over 2474254.76 frames. utt_duration=476 frames, utt_pad_proportion=0.07524, over 20856.94 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.289, pruned_loss=0.06058, over 2466920.41 frames. utt_duration=1217 frames, utt_pad_proportion=0.07443, over 8115.97 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3135, pruned_loss=0.07686, over 2474829.28 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07327, over 22229.24 utterances.], batch size: 91, lr: 2.61e-04
2022-08-30 08:27:24,390 INFO [train.py:927] (5/8) Epoch 15, batch 15100, giga_loss[loss=0.2313, simple_loss=0.3174, pruned_loss=0.07261, over 12365.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03613, over 122.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07641, over 2474386.20 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07554, over 21205.84 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2887, pruned_loss=0.06049, over 2466727.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.07332, over 8093.74 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3133, pruned_loss=0.07747, over 2475157.31 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07439, over 22552.28 utterances.], batch size: 122, lr: 2.61e-04
2022-08-30 08:29:07,904 INFO [train.py:927] (5/8) Epoch 15, batch 15150, giga_loss[loss=0.2515, simple_loss=0.3158, pruned_loss=0.09362, over 12407.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3107, pruned_loss=0.07673, over 2474056.10 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07447, over 21143.35 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2888, pruned_loss=0.06053, over 2466406.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.07253, over 8080.39 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3128, pruned_loss=0.07773, over 2475030.73 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07387, over 22383.85 utterances.], batch size: 80, lr: 2.61e-04
2022-08-30 08:30:52,219 INFO [train.py:927] (5/8) Epoch 15, batch 15200, giga_loss[loss=0.2132, simple_loss=0.2793, pruned_loss=0.07352, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03631, over 40.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3107, pruned_loss=0.07691, over 2474760.16 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07014, over 21004.14 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2891, pruned_loss=0.06092, over 2466539.35 frames. utt_duration=1225 frames, utt_pad_proportion=0.07136, over 8063.92 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3124, pruned_loss=0.07764, over 2475554.15 frames. utt_duration=447 frames, utt_pad_proportion=0.07025, over 22225.76 utterances.], batch size: 40, lr: 2.61e-04
2022-08-30 08:32:31,912 INFO [train.py:927] (5/8) Epoch 15, batch 15250, giga_loss[loss=0.2107, simple_loss=0.3041, pruned_loss=0.05865, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3084, pruned_loss=0.07603, over 2474704.68 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06877, over 20391.15 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2891, pruned_loss=0.06112, over 2466803.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.06868, over 8008.33 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3109, pruned_loss=0.07716, over 2475491.37 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06988, over 22039.36 utterances.], batch size: 105, lr: 2.61e-04
2022-08-30 08:34:18,011 INFO [train.py:927] (5/8) Epoch 15, batch 15300, giga_loss[loss=0.225, simple_loss=0.3076, pruned_loss=0.07124, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3101, pruned_loss=0.07728, over 2474508.86 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07715, over 21476.95 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2891, pruned_loss=0.06116, over 2466839.64 frames. utt_duration=1237 frames, utt_pad_proportion=0.06735, over 7989.39 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3124, pruned_loss=0.07846, over 2475266.12 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07786, over 23080.19 utterances.], batch size: 91, lr: 2.61e-04
2022-08-30 08:36:02,035 INFO [train.py:927] (5/8) Epoch 15, batch 15350, giga_loss[loss=0.2168, simple_loss=0.3117, pruned_loss=0.06094, over 12450.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.311, pruned_loss=0.07776, over 2474016.88 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07715, over 21273.13 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.289, pruned_loss=0.06103, over 2466714.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06662, over 7965.66 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3132, pruned_loss=0.07905, over 2474833.28 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07801, over 22749.46 utterances.], batch size: 105, lr: 2.61e-04
2022-08-30 08:37:44,136 INFO [train.py:927] (5/8) Epoch 15, batch 15400, giga_loss[loss=0.3913, simple_loss=0.413, pruned_loss=0.1848, over 12392.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1106, over 260.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3135, pruned_loss=0.07637, over 2473897.55 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07156, over 20632.45 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2892, pruned_loss=0.06119, over 2466890.68 frames. utt_duration=1239 frames, utt_pad_proportion=0.06598, over 7973.13 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3153, pruned_loss=0.07745, over 2474481.47 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07283, over 21961.68 utterances.], batch size: 260, lr: 2.61e-04
2022-08-30 08:39:30,145 INFO [train.py:927] (5/8) Epoch 15, batch 15450, giga_loss[loss=0.2708, simple_loss=0.3466, pruned_loss=0.09755, over 12390.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04418, over 146.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3162, pruned_loss=0.07787, over 2473734.64 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0722, over 20646.04 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2892, pruned_loss=0.06123, over 2467000.45 frames. utt_duration=1243 frames, utt_pad_proportion=0.06496, over 7950.84 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3181, pruned_loss=0.07899, over 2474211.89 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07355, over 21949.25 utterances.], batch size: 146, lr: 2.61e-04
2022-08-30 08:41:10,422 INFO [train.py:927] (5/8) Epoch 15, batch 15500, giga_loss[loss=0.2124, simple_loss=0.3032, pruned_loss=0.06079, over 12310.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.03271, over 66.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3154, pruned_loss=0.07793, over 2473509.36 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07195, over 20095.27 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2887, pruned_loss=0.06103, over 2467418.35 frames. utt_duration=1248 frames, utt_pad_proportion=0.06279, over 7917.72 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3188, pruned_loss=0.07992, over 2473881.85 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07389, over 21848.31 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 08:42:52,559 INFO [train.py:927] (5/8) Epoch 15, batch 15550, giga_loss[loss=0.2206, simple_loss=0.2996, pruned_loss=0.0708, over 12337.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03046, over 91.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3163, pruned_loss=0.07944, over 2474604.50 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07999, over 21069.36 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.289, pruned_loss=0.06138, over 2467980.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.06969, over 8058.82 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3197, pruned_loss=0.08128, over 2474604.95 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07881, over 22751.91 utterances.], batch size: 91, lr: 2.61e-04
2022-08-30 08:44:33,626 INFO [train.py:927] (5/8) Epoch 15, batch 15600, giga_loss[loss=0.228, simple_loss=0.3099, pruned_loss=0.0731, over 12386.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04302, over 37.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3148, pruned_loss=0.0769, over 2474986.92 frames. utt_duration=483 frames, utt_pad_proportion=0.0776, over 20558.96 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.289, pruned_loss=0.06142, over 2468280.61 frames. utt_duration=1230 frames, utt_pad_proportion=0.06796, over 8039.13 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3183, pruned_loss=0.07888, over 2474922.58 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07753, over 22341.32 utterances.], batch size: 37, lr: 2.61e-04
2022-08-30 08:46:15,174 INFO [train.py:927] (5/8) Epoch 15, batch 15650, giga_loss[loss=0.2627, simple_loss=0.3361, pruned_loss=0.09463, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3145, pruned_loss=0.07606, over 2474293.34 frames. utt_duration=496.2 frames, utt_pad_proportion=0.0754, over 20004.17 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2893, pruned_loss=0.06171, over 2468208.22 frames. utt_duration=1227 frames, utt_pad_proportion=0.06757, over 8053.25 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3175, pruned_loss=0.07764, over 2474406.52 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07571, over 21620.82 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 08:47:59,283 INFO [train.py:927] (5/8) Epoch 15, batch 15700, giga_loss[loss=0.2407, simple_loss=0.3138, pruned_loss=0.08387, over 12459.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3138, pruned_loss=0.07641, over 2474851.49 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07321, over 20156.18 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2891, pruned_loss=0.06165, over 2468404.26 frames. utt_duration=1231 frames, utt_pad_proportion=0.06637, over 8031.19 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.317, pruned_loss=0.07806, over 2474907.10 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07403, over 21741.41 utterances.], batch size: 80, lr: 2.61e-04
2022-08-30 08:49:44,371 INFO [train.py:927] (5/8) Epoch 15, batch 15750, giga_loss[loss=0.3177, simple_loss=0.3582, pruned_loss=0.1386, over 12387.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.07674, over 2474849.01 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07636, over 20694.40 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2888, pruned_loss=0.06169, over 2468440.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06498, over 7993.78 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3158, pruned_loss=0.07851, over 2475066.02 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07737, over 22414.67 utterances.], batch size: 257, lr: 2.61e-04
2022-08-30 08:51:23,575 INFO [train.py:927] (5/8) Epoch 15, batch 15800, giga_loss[loss=0.1985, simple_loss=0.2813, pruned_loss=0.05786, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3109, pruned_loss=0.07676, over 2474851.31 frames. utt_duration=473.8 frames, utt_pad_proportion=0.0774, over 20959.97 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2887, pruned_loss=0.06174, over 2468539.19 frames. utt_duration=1226 frames, utt_pad_proportion=0.0693, over 8064.43 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.314, pruned_loss=0.07824, over 2474987.76 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07689, over 22362.55 utterances.], batch size: 86, lr: 2.61e-04
2022-08-30 08:53:03,630 INFO [train.py:927] (5/8) Epoch 15, batch 15850, giga_loss[loss=0.2128, simple_loss=0.3126, pruned_loss=0.05646, over 12321.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02833, over 74.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3081, pruned_loss=0.07421, over 2475174.08 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0753, over 21436.34 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2886, pruned_loss=0.0617, over 2468475.49 frames. utt_duration=1228 frames, utt_pad_proportion=0.06909, over 8052.11 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07547, over 2475369.99 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0751, over 22608.18 utterances.], batch size: 74, lr: 2.61e-04
2022-08-30 08:54:47,593 INFO [train.py:927] (5/8) Epoch 15, batch 15900, giga_loss[loss=0.2326, simple_loss=0.3134, pruned_loss=0.07592, over 12442.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03222, over 75.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.307, pruned_loss=0.07307, over 2475066.11 frames. utt_duration=466 frames, utt_pad_proportion=0.07281, over 21312.34 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2885, pruned_loss=0.06166, over 2468391.22 frames. utt_duration=1230 frames, utt_pad_proportion=0.06872, over 8039.65 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.07421, over 2475360.55 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07288, over 22367.87 utterances.], batch size: 75, lr: 2.61e-04
2022-08-30 08:56:33,603 INFO [train.py:927] (5/8) Epoch 15, batch 15950, giga_loss[loss=0.2176, simple_loss=0.2979, pruned_loss=0.06864, over 12435.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02915, over 80.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3065, pruned_loss=0.07338, over 2474901.02 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07665, over 21890.49 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2893, pruned_loss=0.06207, over 2468351.93 frames. utt_duration=1218 frames, utt_pad_proportion=0.0731, over 8116.13 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3079, pruned_loss=0.07405, over 2475245.51 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07509, over 22827.36 utterances.], batch size: 80, lr: 2.61e-04
2022-08-30 08:58:14,761 INFO [train.py:927] (5/8) Epoch 15, batch 16000, giga_loss[loss=0.2712, simple_loss=0.3374, pruned_loss=0.1025, over 12416.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07163, over 212.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3071, pruned_loss=0.07346, over 2474200.29 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07416, over 21618.30 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.289, pruned_loss=0.0621, over 2468279.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.07245, over 8113.92 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.07421, over 2474678.25 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07322, over 22665.87 utterances.], batch size: 212, lr: 2.61e-04
2022-08-30 08:59:58,047 INFO [train.py:927] (5/8) Epoch 15, batch 16050, giga_loss[loss=0.1964, simple_loss=0.2875, pruned_loss=0.05259, over 12353.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02957, over 70.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07388, over 2474136.77 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07351, over 21405.08 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2891, pruned_loss=0.06226, over 2468197.37 frames. utt_duration=1219 frames, utt_pad_proportion=0.07131, over 8106.03 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.07465, over 2474745.50 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07316, over 22612.15 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 09:01:45,438 INFO [train.py:927] (5/8) Epoch 15, batch 16100, giga_loss[loss=0.2294, simple_loss=0.3138, pruned_loss=0.07246, over 12187.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03232, over 36.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.308, pruned_loss=0.07443, over 2473764.73 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07343, over 21126.69 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2891, pruned_loss=0.06235, over 2468236.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.06999, over 8077.62 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07523, over 2474353.92 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07359, over 22410.31 utterances.], batch size: 36, lr: 2.61e-04
2022-08-30 09:03:30,907 INFO [train.py:927] (5/8) Epoch 15, batch 16150, giga_loss[loss=0.2381, simple_loss=0.3131, pruned_loss=0.08162, over 12176.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03543, over 39.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.309, pruned_loss=0.07494, over 2473139.30 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06972, over 20622.55 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2892, pruned_loss=0.06255, over 2467752.98 frames. utt_duration=1223 frames, utt_pad_proportion=0.06934, over 8081.36 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.311, pruned_loss=0.07576, over 2474194.13 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07028, over 22047.28 utterances.], batch size: 39, lr: 2.61e-04
2022-08-30 09:05:21,174 INFO [train.py:927] (5/8) Epoch 15, batch 16200, giga_loss[loss=0.229, simple_loss=0.3075, pruned_loss=0.07527, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03147, over 39.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.0754, over 2473192.47 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06617, over 20618.19 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2891, pruned_loss=0.06252, over 2467987.56 frames. utt_duration=1226 frames, utt_pad_proportion=0.06841, over 8061.82 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3121, pruned_loss=0.07631, over 2473921.20 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06712, over 21988.20 utterances.], batch size: 39, lr: 2.61e-04
2022-08-30 09:07:05,910 INFO [train.py:927] (5/8) Epoch 15, batch 16250, giga_loss[loss=0.2204, simple_loss=0.2929, pruned_loss=0.07392, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03605, over 51.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3099, pruned_loss=0.07434, over 2473574.94 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06772, over 20639.35 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2893, pruned_loss=0.06269, over 2467962.76 frames. utt_duration=1230 frames, utt_pad_proportion=0.06706, over 8038.48 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.312, pruned_loss=0.07528, over 2474326.52 frames. utt_duration=447.9 frames, utt_pad_proportion=0.06886, over 22168.01 utterances.], batch size: 51, lr: 2.61e-04
2022-08-30 09:08:52,229 INFO [train.py:927] (5/8) Epoch 15, batch 16300, giga_loss[loss=0.2252, simple_loss=0.304, pruned_loss=0.07314, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03044, over 91.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3076, pruned_loss=0.07331, over 2473083.31 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06788, over 19930.42 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.06241, over 2467374.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06539, over 7983.00 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3105, pruned_loss=0.07467, over 2474396.61 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0694, over 21605.66 utterances.], batch size: 91, lr: 2.61e-04
2022-08-30 09:10:34,905 INFO [train.py:927] (5/8) Epoch 15, batch 16350, giga_loss[loss=0.2187, simple_loss=0.3001, pruned_loss=0.06867, over 12350.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04917, over 26.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3076, pruned_loss=0.07386, over 2473754.96 frames. utt_duration=488 frames, utt_pad_proportion=0.06859, over 20338.79 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2889, pruned_loss=0.06256, over 2467341.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.06468, over 7979.24 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3099, pruned_loss=0.07495, over 2474914.52 frames. utt_duration=454.9 frames, utt_pad_proportion=0.06999, over 21831.16 utterances.], batch size: 26, lr: 2.61e-04
2022-08-30 09:12:17,790 INFO [train.py:927] (5/8) Epoch 15, batch 16400, giga_loss[loss=0.2367, simple_loss=0.3112, pruned_loss=0.08107, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02829, over 42.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3076, pruned_loss=0.07497, over 2473568.58 frames. utt_duration=478 frames, utt_pad_proportion=0.07219, over 20761.93 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06277, over 2467104.79 frames. utt_duration=1239 frames, utt_pad_proportion=0.06393, over 7974.92 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.076, over 2474909.51 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07346, over 22331.16 utterances.], batch size: 42, lr: 2.61e-04
2022-08-30 09:14:02,207 INFO [train.py:927] (5/8) Epoch 15, batch 16450, giga_loss[loss=0.2637, simple_loss=0.3385, pruned_loss=0.09448, over 12445.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03828, over 123.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3082, pruned_loss=0.07548, over 2474434.70 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06976, over 20861.58 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2885, pruned_loss=0.06253, over 2467130.83 frames. utt_duration=1244 frames, utt_pad_proportion=0.06277, over 7939.86 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3108, pruned_loss=0.07677, over 2475652.46 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07134, over 22424.93 utterances.], batch size: 123, lr: 2.61e-04
2022-08-30 09:15:48,219 INFO [train.py:927] (5/8) Epoch 15, batch 16500, giga_loss[loss=0.2136, simple_loss=0.2961, pruned_loss=0.06553, over 12392.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02677, over 66.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3088, pruned_loss=0.07649, over 2474562.08 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07486, over 21392.54 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2882, pruned_loss=0.06241, over 2467185.38 frames. utt_duration=1248 frames, utt_pad_proportion=0.06208, over 7917.87 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3114, pruned_loss=0.07777, over 2475570.48 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07599, over 22801.46 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 09:17:34,085 INFO [train.py:927] (5/8) Epoch 15, batch 16550, libri_loss[loss=0.2786, simple_loss=0.3428, pruned_loss=0.1072, over 12400.00 frames. utt_duration=422 frames, utt_pad_proportion=0.3427, over 118.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3088, pruned_loss=0.07663, over 2474663.11 frames. utt_duration=462.5 frames, utt_pad_proportion=0.0798, over 21471.48 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2888, pruned_loss=0.06277, over 2467674.47 frames. utt_duration=1238 frames, utt_pad_proportion=0.06516, over 7983.80 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.311, pruned_loss=0.07777, over 2475261.26 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07959, over 22987.27 utterances.], batch size: 118, lr: 2.61e-04
2022-08-30 09:19:21,118 INFO [train.py:927] (5/8) Epoch 15, batch 16600, giga_loss[loss=0.2137, simple_loss=0.2971, pruned_loss=0.06518, over 12350.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04051, over 113.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3104, pruned_loss=0.07732, over 2474928.51 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07906, over 21984.99 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2888, pruned_loss=0.0628, over 2467491.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06472, over 7965.01 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3123, pruned_loss=0.07834, over 2475632.35 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0791, over 23315.63 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 09:21:04,784 INFO [train.py:927] (5/8) Epoch 15, batch 16650, giga_loss[loss=0.2293, simple_loss=0.3086, pruned_loss=0.07506, over 12377.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3112, pruned_loss=0.07816, over 2475559.89 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07609, over 20765.99 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2889, pruned_loss=0.06301, over 2467725.39 frames. utt_duration=1240 frames, utt_pad_proportion=0.06424, over 7972.49 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.313, pruned_loss=0.0791, over 2476097.53 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07657, over 22116.70 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 09:22:47,486 INFO [train.py:927] (5/8) Epoch 15, batch 16700, giga_loss[loss=0.2209, simple_loss=0.31, pruned_loss=0.06586, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0358, over 105.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.311, pruned_loss=0.07759, over 2475764.88 frames. utt_duration=497.6 frames, utt_pad_proportion=0.0689, over 19962.63 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.06306, over 2467938.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.06237, over 7941.10 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3137, pruned_loss=0.07894, over 2476341.54 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0705, over 21607.08 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 09:24:30,215 INFO [train.py:927] (5/8) Epoch 15, batch 16750, giga_loss[loss=0.2518, simple_loss=0.3232, pruned_loss=0.09024, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05241, over 161.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3107, pruned_loss=0.07695, over 2476026.49 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06798, over 19674.23 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2882, pruned_loss=0.06277, over 2467888.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.06105, over 7900.47 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.314, pruned_loss=0.07872, over 2476769.19 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0699, over 21375.79 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 09:26:14,470 INFO [train.py:927] (5/8) Epoch 15, batch 16800, libri_loss[loss=0.295, simple_loss=0.3553, pruned_loss=0.1174, over 12402.00 frames. utt_duration=411.4 frames, utt_pad_proportion=0.3531, over 121.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07669, over 2475925.44 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06769, over 19749.75 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06299, over 2467790.22 frames. utt_duration=1241 frames, utt_pad_proportion=0.06481, over 7962.66 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3128, pruned_loss=0.07811, over 2476735.24 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06787, over 21254.80 utterances.], batch size: 121, lr: 2.60e-04
2022-08-30 09:27:59,518 INFO [train.py:927] (5/8) Epoch 15, batch 16850, giga_loss[loss=0.2306, simple_loss=0.3149, pruned_loss=0.07312, over 12465.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3101, pruned_loss=0.07655, over 2475049.75 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06965, over 19311.87 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2885, pruned_loss=0.06316, over 2468042.57 frames. utt_duration=1230 frames, utt_pad_proportion=0.06911, over 8036.69 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3129, pruned_loss=0.07791, over 2475668.24 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06825, over 20760.35 utterances.], batch size: 86, lr: 2.60e-04
2022-08-30 09:29:47,874 INFO [train.py:927] (5/8) Epoch 15, batch 16900, libri_loss[loss=0.2216, simple_loss=0.3073, pruned_loss=0.06792, over 12151.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005763, over 35.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3113, pruned_loss=0.078, over 2473855.37 frames. utt_duration=513 frames, utt_pad_proportion=0.07191, over 19345.55 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2889, pruned_loss=0.06327, over 2467935.83 frames. utt_duration=1229 frames, utt_pad_proportion=0.06815, over 8040.72 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.0793, over 2474599.69 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07101, over 20750.71 utterances.], batch size: 35, lr: 2.60e-04
2022-08-30 09:31:31,139 INFO [train.py:927] (5/8) Epoch 15, batch 16950, giga_loss[loss=0.2418, simple_loss=0.3228, pruned_loss=0.08037, over 12415.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05282, over 162.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3122, pruned_loss=0.07844, over 2474315.43 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07885, over 20100.26 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.0632, over 2468146.93 frames. utt_duration=1228 frames, utt_pad_proportion=0.06802, over 8047.60 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3145, pruned_loss=0.07979, over 2474824.33 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07783, over 21415.13 utterances.], batch size: 162, lr: 2.60e-04
2022-08-30 09:33:13,934 INFO [train.py:927] (5/8) Epoch 15, batch 17000, giga_loss[loss=0.2386, simple_loss=0.3108, pruned_loss=0.08321, over 12430.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03647, over 98.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3117, pruned_loss=0.0781, over 2474684.55 frames. utt_duration=494.9 frames, utt_pad_proportion=0.08027, over 20061.22 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06307, over 2468021.92 frames. utt_duration=1234 frames, utt_pad_proportion=0.06634, over 8011.40 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3143, pruned_loss=0.07977, over 2475381.64 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08004, over 21522.28 utterances.], batch size: 98, lr: 2.60e-04
2022-08-30 09:34:57,814 INFO [train.py:927] (5/8) Epoch 15, batch 17050, giga_loss[loss=0.2656, simple_loss=0.3384, pruned_loss=0.09645, over 12409.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04298, over 146.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.311, pruned_loss=0.07691, over 2473922.32 frames. utt_duration=494.6 frames, utt_pad_proportion=0.078, over 20068.69 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06277, over 2467660.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.0652, over 7959.66 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3139, pruned_loss=0.07889, over 2474996.07 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07843, over 21610.11 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 09:36:44,368 INFO [train.py:927] (5/8) Epoch 15, batch 17100, giga_loss[loss=0.2351, simple_loss=0.3199, pruned_loss=0.07514, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3111, pruned_loss=0.07719, over 2474150.59 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08286, over 21279.69 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.06272, over 2467338.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.06417, over 7940.60 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3139, pruned_loss=0.07907, over 2475421.17 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08328, over 22745.13 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 09:38:26,516 INFO [train.py:927] (5/8) Epoch 15, batch 17150, giga_loss[loss=0.2049, simple_loss=0.2819, pruned_loss=0.06398, over 12448.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02763, over 80.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3087, pruned_loss=0.07596, over 2474635.48 frames. utt_duration=480.9 frames, utt_pad_proportion=0.0797, over 20649.50 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2889, pruned_loss=0.06306, over 2467419.69 frames. utt_duration=1233 frames, utt_pad_proportion=0.06792, over 8016.15 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3108, pruned_loss=0.07731, over 2475650.52 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07902, over 21916.39 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 09:40:11,879 INFO [train.py:927] (5/8) Epoch 15, batch 17200, giga_loss[loss=0.2025, simple_loss=0.2809, pruned_loss=0.06206, over 12293.00 frames. utt_duration=849.5 frames, utt_pad_proportion=0.03689, over 58.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.306, pruned_loss=0.07487, over 2474849.85 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07864, over 20573.33 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06309, over 2467446.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.06662, over 8002.66 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3082, pruned_loss=0.07626, over 2475848.63 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0787, over 21951.07 utterances.], batch size: 58, lr: 2.60e-04
2022-08-30 09:41:59,671 INFO [train.py:927] (5/8) Epoch 15, batch 17250, giga_loss[loss=0.2198, simple_loss=0.3152, pruned_loss=0.06227, over 12410.00 frames. utt_duration=405 frames, utt_pad_proportion=0.0381, over 123.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3054, pruned_loss=0.07455, over 2474979.75 frames. utt_duration=466 frames, utt_pad_proportion=0.0773, over 21311.70 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06296, over 2467538.17 frames. utt_duration=1240 frames, utt_pad_proportion=0.06579, over 7968.84 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3078, pruned_loss=0.076, over 2475834.95 frames. utt_duration=438 frames, utt_pad_proportion=0.07777, over 22687.32 utterances.], batch size: 123, lr: 2.60e-04
2022-08-30 09:43:51,444 INFO [train.py:927] (5/8) Epoch 15, batch 17300, giga_loss[loss=0.2292, simple_loss=0.3039, pruned_loss=0.07724, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3041, pruned_loss=0.07162, over 2475274.69 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07913, over 22845.16 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06292, over 2467421.22 frames. utt_duration=1246 frames, utt_pad_proportion=0.06462, over 7929.07 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3064, pruned_loss=0.07305, over 2476225.47 frames. utt_duration=409.3 frames, utt_pad_proportion=0.0798, over 24287.63 utterances.], batch size: 258, lr: 2.60e-04
2022-08-30 09:45:35,951 INFO [train.py:927] (5/8) Epoch 15, batch 17350, giga_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.05066, over 12371.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03126, over 51.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3026, pruned_loss=0.06899, over 2475411.07 frames. utt_duration=437 frames, utt_pad_proportion=0.07812, over 22733.50 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2893, pruned_loss=0.0632, over 2467668.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.06639, over 7991.32 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3044, pruned_loss=0.07021, over 2476293.70 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07851, over 24465.28 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 09:47:20,548 INFO [train.py:927] (5/8) Epoch 15, batch 17400, giga_loss[loss=0.1942, simple_loss=0.2937, pruned_loss=0.04734, over 12337.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03056, over 91.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3005, pruned_loss=0.06543, over 2475208.08 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07146, over 22294.62 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2889, pruned_loss=0.06301, over 2467685.67 frames. utt_duration=1242 frames, utt_pad_proportion=0.0652, over 7958.78 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3026, pruned_loss=0.06667, over 2476061.37 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07261, over 24030.34 utterances.], batch size: 91, lr: 2.60e-04
2022-08-30 09:49:04,276 INFO [train.py:927] (5/8) Epoch 15, batch 17450, giga_loss[loss=0.1753, simple_loss=0.2732, pruned_loss=0.03871, over 12323.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03077, over 70.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3017, pruned_loss=0.06531, over 2475674.03 frames. utt_duration=439.1 frames, utt_pad_proportion=0.06945, over 22626.35 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06311, over 2467733.53 frames. utt_duration=1232 frames, utt_pad_proportion=0.06914, over 8022.63 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3035, pruned_loss=0.06625, over 2476396.11 frames. utt_duration=411.8 frames, utt_pad_proportion=0.0694, over 24138.22 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 09:50:47,581 INFO [train.py:927] (5/8) Epoch 15, batch 17500, libri_loss[loss=0.212, simple_loss=0.2969, pruned_loss=0.06354, over 12425.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02265, over 43.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2996, pruned_loss=0.06388, over 2475752.32 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06918, over 23345.14 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06326, over 2467423.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.06704, over 7988.45 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3013, pruned_loss=0.06455, over 2476954.97 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06979, over 25184.24 utterances.], batch size: 43, lr: 2.60e-04
2022-08-30 09:52:32,354 INFO [train.py:927] (5/8) Epoch 15, batch 17550, giga_loss[loss=0.1923, simple_loss=0.2877, pruned_loss=0.04848, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2986, pruned_loss=0.06304, over 2475300.12 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06942, over 23730.06 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06328, over 2467232.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.06608, over 7977.67 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.3002, pruned_loss=0.06356, over 2476640.89 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07019, over 25565.54 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 09:54:16,099 INFO [train.py:927] (5/8) Epoch 15, batch 17600, libri_loss[loss=0.1928, simple_loss=0.2704, pruned_loss=0.05762, over 12231.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005989, over 31.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06097, over 2474810.67 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06503, over 22761.80 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2887, pruned_loss=0.06322, over 2466684.56 frames. utt_duration=1246 frames, utt_pad_proportion=0.0645, over 7929.25 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2983, pruned_loss=0.06139, over 2476655.51 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06645, over 24773.88 utterances.], batch size: 31, lr: 2.60e-04
2022-08-30 09:55:59,879 INFO [train.py:927] (5/8) Epoch 15, batch 17650, giga_loss[loss=0.1744, simple_loss=0.2704, pruned_loss=0.03925, over 12390.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02647, over 70.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.05908, over 2475280.91 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06603, over 22765.73 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06328, over 2466990.05 frames. utt_duration=1249 frames, utt_pad_proportion=0.06257, over 7911.47 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.05922, over 2476845.41 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06775, over 25053.24 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 09:57:44,715 INFO [train.py:927] (5/8) Epoch 15, batch 17700, giga_loss[loss=0.2433, simple_loss=0.3349, pruned_loss=0.07582, over 12463.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2912, pruned_loss=0.0582, over 2476207.79 frames. utt_duration=425 frames, utt_pad_proportion=0.06685, over 23385.22 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06329, over 2467057.29 frames. utt_duration=1251 frames, utt_pad_proportion=0.0621, over 7900.37 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2925, pruned_loss=0.05826, over 2477455.82 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06827, over 25341.97 utterances.], batch size: 98, lr: 2.60e-04
2022-08-30 09:59:41,294 INFO [train.py:927] (5/8) Epoch 15, batch 17750, giga_loss[loss=0.1781, simple_loss=0.2701, pruned_loss=0.04299, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03932, over 28.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.05758, over 2476179.47 frames. utt_duration=418 frames, utt_pad_proportion=0.06586, over 23777.79 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.289, pruned_loss=0.06338, over 2467086.97 frames. utt_duration=1249 frames, utt_pad_proportion=0.06195, over 7912.31 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.293, pruned_loss=0.05745, over 2477302.94 frames. utt_duration=388.6 frames, utt_pad_proportion=0.0671, over 25595.11 utterances.], batch size: 28, lr: 2.60e-04
2022-08-30 10:01:47,749 INFO [train.py:927] (5/8) Epoch 15, batch 17800, giga_loss[loss=0.2318, simple_loss=0.3228, pruned_loss=0.07042, over 12445.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02953, over 75.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2915, pruned_loss=0.05748, over 2476611.71 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06649, over 24120.23 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06327, over 2467004.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.0618, over 7887.25 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2925, pruned_loss=0.05743, over 2477654.31 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06748, over 25718.36 utterances.], batch size: 75, lr: 2.60e-04
2022-08-30 10:03:50,666 INFO [train.py:927] (5/8) Epoch 15, batch 17850, giga_loss[loss=0.1915, simple_loss=0.283, pruned_loss=0.04996, over 12391.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09813, over 256.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05567, over 2477129.08 frames. utt_duration=400.2 frames, utt_pad_proportion=0.0678, over 24840.77 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2889, pruned_loss=0.06326, over 2466939.90 frames. utt_duration=1255 frames, utt_pad_proportion=0.06109, over 7871.00 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2906, pruned_loss=0.05555, over 2478145.91 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06869, over 26339.54 utterances.], batch size: 256, lr: 2.60e-04
2022-08-30 10:05:56,631 INFO [train.py:927] (5/8) Epoch 15, batch 17900, libri_loss[loss=0.2066, simple_loss=0.2869, pruned_loss=0.06318, over 12382.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009371, over 38.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.0542, over 2476708.06 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06509, over 23735.94 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2885, pruned_loss=0.06304, over 2466521.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.05973, over 7836.42 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2874, pruned_loss=0.05407, over 2478151.20 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06639, over 25416.03 utterances.], batch size: 38, lr: 2.60e-04
2022-08-30 10:07:51,032 INFO [train.py:927] (5/8) Epoch 15, batch 17950, giga_loss[loss=0.2331, simple_loss=0.327, pruned_loss=0.06964, over 12423.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2866, pruned_loss=0.05464, over 2477479.59 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06443, over 23371.31 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2888, pruned_loss=0.06339, over 2467023.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.06333, over 7917.46 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.287, pruned_loss=0.05382, over 2478615.22 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06444, over 25301.34 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 10:09:54,985 INFO [train.py:927] (5/8) Epoch 15, batch 18000, giga_loss[loss=0.1748, simple_loss=0.2681, pruned_loss=0.04082, over 12283.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02439, over 54.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2878, pruned_loss=0.05472, over 2477978.63 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06668, over 23685.62 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2888, pruned_loss=0.0634, over 2467389.12 frames. utt_duration=1249 frames, utt_pad_proportion=0.06236, over 7909.36 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.288, pruned_loss=0.05377, over 2478904.75 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06689, over 25766.04 utterances.], batch size: 54, lr: 2.60e-04
2022-08-30 10:09:54,986 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 10:10:09,659 INFO [train.py:967] (5/8) 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 10:12:15,131 INFO [train.py:927] (5/8) Epoch 15, batch 18050, giga_loss[loss=0.1948, simple_loss=0.2905, pruned_loss=0.04955, over 12305.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.03359, over 70.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2875, pruned_loss=0.05495, over 2477678.36 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06522, over 23789.64 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06361, over 2467584.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.06117, over 7866.81 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2876, pruned_loss=0.05373, over 2478522.30 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06585, over 25938.20 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 10:14:13,650 INFO [train.py:927] (5/8) Epoch 15, batch 18100, giga_loss[loss=0.1708, simple_loss=0.279, pruned_loss=0.03136, over 12454.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05098, over 162.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2894, pruned_loss=0.05462, over 2478322.83 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06511, over 24215.09 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2887, pruned_loss=0.06341, over 2467301.76 frames. utt_duration=1260 frames, utt_pad_proportion=0.05978, over 7844.23 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2896, pruned_loss=0.05358, over 2479539.12 frames. utt_duration=377.1 frames, utt_pad_proportion=0.066, over 26389.42 utterances.], batch size: 162, lr: 2.60e-04
2022-08-30 10:16:17,367 INFO [train.py:927] (5/8) Epoch 15, batch 18150, giga_loss[loss=0.1667, simple_loss=0.2515, pruned_loss=0.04092, over 12363.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2899, pruned_loss=0.05385, over 2478263.98 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06646, over 24591.21 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2885, pruned_loss=0.06357, over 2467136.54 frames. utt_duration=1265 frames, utt_pad_proportion=0.0585, over 7807.52 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2902, pruned_loss=0.05261, over 2479673.29 frames. utt_duration=371.3 frames, utt_pad_proportion=0.06741, over 26799.34 utterances.], batch size: 352, lr: 2.60e-04
2022-08-30 10:18:24,398 INFO [train.py:927] (5/8) Epoch 15, batch 18200, giga_loss[loss=0.1863, simple_loss=0.2699, pruned_loss=0.05131, over 12264.00 frames. utt_duration=963 frames, utt_pad_proportion=0.03894, over 51.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2903, pruned_loss=0.05366, over 2477331.51 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06449, over 23635.20 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2887, pruned_loss=0.06375, over 2466915.17 frames. utt_duration=1256 frames, utt_pad_proportion=0.06185, over 7863.75 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2903, pruned_loss=0.05232, over 2478838.15 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06452, over 25641.28 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 10:20:45,825 INFO [train.py:927] (5/8) Epoch 15, batch 18250, giga_loss[loss=0.1791, simple_loss=0.2813, pruned_loss=0.03847, over 12438.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.02867, over 75.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2893, pruned_loss=0.05356, over 2477524.21 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06551, over 23869.24 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2887, pruned_loss=0.06361, over 2466651.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.06072, over 7835.34 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2895, pruned_loss=0.05238, over 2479240.34 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06578, over 25862.99 utterances.], batch size: 75, lr: 2.60e-04
2022-08-30 10:22:51,989 INFO [train.py:927] (5/8) Epoch 15, batch 18300, giga_loss[loss=0.1682, simple_loss=0.2652, pruned_loss=0.03563, over 12365.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.02976, over 58.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2872, pruned_loss=0.05272, over 2478088.62 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06295, over 22922.70 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.289, pruned_loss=0.06384, over 2466898.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.06422, over 7921.68 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.287, pruned_loss=0.05113, over 2479718.26 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06248, over 25112.52 utterances.], batch size: 58, lr: 2.60e-04
2022-08-30 10:24:59,927 INFO [train.py:927] (5/8) Epoch 15, batch 18350, giga_loss[loss=0.2167, simple_loss=0.304, pruned_loss=0.06471, over 12322.00 frames. utt_duration=796.1 frames, utt_pad_proportion=0.03507, over 62.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2847, pruned_loss=0.05164, over 2477622.91 frames. utt_duration=441 frames, utt_pad_proportion=0.06277, over 22534.20 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.0637, over 2466846.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.06322, over 7892.98 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2846, pruned_loss=0.05026, over 2479218.03 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06266, over 24626.41 utterances.], batch size: 62, lr: 2.60e-04
2022-08-30 10:27:03,880 INFO [train.py:927] (5/8) Epoch 15, batch 18400, giga_loss[loss=0.2264, simple_loss=0.2902, pruned_loss=0.08132, over 12398.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1011, over 257.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2873, pruned_loss=0.05293, over 2478011.81 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06075, over 22811.41 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2892, pruned_loss=0.06368, over 2466763.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06233, over 7906.16 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2869, pruned_loss=0.05153, over 2479681.59 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06106, over 24887.96 utterances.], batch size: 257, lr: 2.60e-04
2022-08-30 10:28:56,118 INFO [train.py:927] (5/8) Epoch 15, batch 18450, giga_loss[loss=0.1865, simple_loss=0.2753, pruned_loss=0.0488, over 12402.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.05344, over 2478026.49 frames. utt_duration=432.8 frames, utt_pad_proportion=0.06212, over 22964.07 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06346, over 2467098.79 frames. utt_duration=1250 frames, utt_pad_proportion=0.06162, over 7905.92 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2861, pruned_loss=0.0522, over 2479408.16 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06251, over 25128.03 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:31:04,025 INFO [train.py:927] (5/8) Epoch 15, batch 18500, giga_loss[loss=0.204, simple_loss=0.2973, pruned_loss=0.05539, over 12410.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.05426, over 2478535.24 frames. utt_duration=420.2 frames, utt_pad_proportion=0.06263, over 23660.96 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2894, pruned_loss=0.06387, over 2467367.81 frames. utt_duration=1250 frames, utt_pad_proportion=0.06047, over 7906.23 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2874, pruned_loss=0.05266, over 2479649.41 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06321, over 25740.77 utterances.], batch size: 183, lr: 2.60e-04
2022-08-30 10:33:21,919 INFO [train.py:927] (5/8) Epoch 15, batch 18550, giga_loss[loss=0.1668, simple_loss=0.251, pruned_loss=0.04128, over 12363.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.176, over 356.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.288, pruned_loss=0.05461, over 2478366.61 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07064, over 24302.63 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2895, pruned_loss=0.06396, over 2467526.58 frames. utt_duration=1241 frames, utt_pad_proportion=0.06243, over 7960.40 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2874, pruned_loss=0.05274, over 2479700.68 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06991, over 26756.14 utterances.], batch size: 356, lr: 2.60e-04
2022-08-30 10:35:26,589 INFO [train.py:927] (5/8) Epoch 15, batch 18600, giga_loss[loss=0.1691, simple_loss=0.2444, pruned_loss=0.04688, over 12336.00 frames. utt_duration=625.8 frames, utt_pad_proportion=0.02832, over 79.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2833, pruned_loss=0.05297, over 2478260.01 frames. utt_duration=404.5 frames, utt_pad_proportion=0.0716, over 24578.53 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2891, pruned_loss=0.06379, over 2467855.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06196, over 7950.34 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.283, pruned_loss=0.05135, over 2479334.60 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07116, over 26992.87 utterances.], batch size: 79, lr: 2.60e-04
2022-08-30 10:37:22,262 INFO [train.py:927] (5/8) Epoch 15, batch 18650, giga_loss[loss=0.1741, simple_loss=0.2606, pruned_loss=0.04383, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03562, over 43.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2819, pruned_loss=0.0523, over 2478695.73 frames. utt_duration=398 frames, utt_pad_proportion=0.07345, over 24985.09 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06402, over 2468116.21 frames. utt_duration=1230 frames, utt_pad_proportion=0.06574, over 8033.34 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2812, pruned_loss=0.05066, over 2479448.34 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07202, over 27051.06 utterances.], batch size: 43, lr: 2.60e-04
2022-08-30 10:39:18,494 INFO [train.py:927] (5/8) Epoch 15, batch 18700, giga_loss[loss=0.1867, simple_loss=0.2806, pruned_loss=0.04644, over 12437.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02948, over 80.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2818, pruned_loss=0.05191, over 2478843.35 frames. utt_duration=413 frames, utt_pad_proportion=0.07047, over 24080.06 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2898, pruned_loss=0.06426, over 2468516.56 frames. utt_duration=1220 frames, utt_pad_proportion=0.06865, over 8104.16 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2807, pruned_loss=0.04996, over 2479462.95 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06876, over 26265.21 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 10:41:33,284 INFO [train.py:927] (5/8) Epoch 15, batch 18750, giga_loss[loss=0.174, simple_loss=0.254, pruned_loss=0.047, over 12372.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1844, over 360.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2806, pruned_loss=0.05163, over 2478418.87 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07581, over 24763.22 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2903, pruned_loss=0.06456, over 2468797.14 frames. utt_duration=1208 frames, utt_pad_proportion=0.07195, over 8185.65 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2791, pruned_loss=0.04955, over 2478834.05 frames. utt_duration=372 frames, utt_pad_proportion=0.07316, over 26736.17 utterances.], batch size: 360, lr: 2.60e-04
2022-08-30 10:43:43,611 INFO [train.py:927] (5/8) Epoch 15, batch 18800, giga_loss[loss=0.1796, simple_loss=0.262, pruned_loss=0.04855, over 12344.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03264, over 51.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2804, pruned_loss=0.05132, over 2478429.29 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07402, over 24295.31 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2904, pruned_loss=0.06453, over 2469243.79 frames. utt_duration=1205 frames, utt_pad_proportion=0.07119, over 8203.63 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.279, pruned_loss=0.0494, over 2478574.27 frames. utt_duration=379.6 frames, utt_pad_proportion=0.0722, over 26201.52 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 10:45:42,483 INFO [train.py:927] (5/8) Epoch 15, batch 18850, giga_loss[loss=0.1876, simple_loss=0.2773, pruned_loss=0.04894, over 12416.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07302, over 212.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2802, pruned_loss=0.05144, over 2478182.04 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07359, over 24803.60 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2902, pruned_loss=0.06445, over 2469153.67 frames. utt_duration=1210 frames, utt_pad_proportion=0.06999, over 8172.70 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.279, pruned_loss=0.04969, over 2478589.94 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07252, over 26723.52 utterances.], batch size: 212, lr: 2.60e-04
2022-08-30 10:47:39,402 INFO [train.py:927] (5/8) Epoch 15, batch 18900, giga_loss[loss=0.3044, simple_loss=0.3931, pruned_loss=0.1078, over 12373.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02626, over 48.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2817, pruned_loss=0.05119, over 2478156.86 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07113, over 24666.71 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2905, pruned_loss=0.06456, over 2468909.27 frames. utt_duration=1213 frames, utt_pad_proportion=0.06918, over 8154.21 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2803, pruned_loss=0.04953, over 2478811.74 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07064, over 26418.01 utterances.], batch size: 48, lr: 2.60e-04
2022-08-30 10:49:39,652 INFO [train.py:927] (5/8) Epoch 15, batch 18950, giga_loss[loss=0.188, simple_loss=0.2815, pruned_loss=0.04725, over 12378.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04319, over 37.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05207, over 2478271.28 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07155, over 25140.64 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2903, pruned_loss=0.06449, over 2469190.60 frames. utt_duration=1214 frames, utt_pad_proportion=0.06884, over 8148.22 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2834, pruned_loss=0.05058, over 2478697.32 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07125, over 26828.30 utterances.], batch size: 37, lr: 2.60e-04
2022-08-30 10:51:36,671 INFO [train.py:927] (5/8) Epoch 15, batch 19000, giga_loss[loss=0.185, simple_loss=0.2814, pruned_loss=0.04427, over 12469.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03423, over 105.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2839, pruned_loss=0.05175, over 2478404.33 frames. utt_duration=385.6 frames, utt_pad_proportion=0.07222, over 25790.35 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2903, pruned_loss=0.06451, over 2469082.51 frames. utt_duration=1214 frames, utt_pad_proportion=0.06809, over 8143.32 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2829, pruned_loss=0.05031, over 2478995.16 frames. utt_duration=362.4 frames, utt_pad_proportion=0.07218, over 27452.22 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 10:53:36,845 INFO [train.py:927] (5/8) Epoch 15, batch 19050, giga_loss[loss=0.2072, simple_loss=0.2918, pruned_loss=0.06133, over 12429.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2818, pruned_loss=0.05094, over 2477823.87 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07103, over 25417.44 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2901, pruned_loss=0.06445, over 2468863.27 frames. utt_duration=1219 frames, utt_pad_proportion=0.06713, over 8110.69 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2811, pruned_loss=0.04962, over 2478630.60 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07131, over 27068.03 utterances.], batch size: 183, lr: 2.60e-04
2022-08-30 10:55:38,544 INFO [train.py:927] (5/8) Epoch 15, batch 19100, giga_loss[loss=0.1774, simple_loss=0.2773, pruned_loss=0.03879, over 12369.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04351, over 133.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.281, pruned_loss=0.05082, over 2476891.40 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07048, over 24592.77 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2899, pruned_loss=0.06432, over 2468510.88 frames. utt_duration=1223 frames, utt_pad_proportion=0.06576, over 8086.16 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2804, pruned_loss=0.04946, over 2478114.39 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07118, over 26473.22 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:57:38,370 INFO [train.py:927] (5/8) Epoch 15, batch 19150, giga_loss[loss=0.183, simple_loss=0.27, pruned_loss=0.04799, over 12395.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0595, over 182.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2823, pruned_loss=0.05157, over 2477093.62 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07049, over 24729.86 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2901, pruned_loss=0.06431, over 2468563.94 frames. utt_duration=1222 frames, utt_pad_proportion=0.06467, over 8087.31 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2813, pruned_loss=0.05008, over 2478295.94 frames. utt_duration=371.6 frames, utt_pad_proportion=0.0714, over 26766.94 utterances.], batch size: 182, lr: 2.60e-04
2022-08-30 10:59:32,458 INFO [train.py:927] (5/8) Epoch 15, batch 19200, giga_loss[loss=0.1986, simple_loss=0.2891, pruned_loss=0.05407, over 12411.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2848, pruned_loss=0.05234, over 2476919.69 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07079, over 24793.73 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2897, pruned_loss=0.06407, over 2468196.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.06382, over 8059.72 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2842, pruned_loss=0.05116, over 2478392.81 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07178, over 26759.88 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 11:01:50,157 INFO [train.py:927] (5/8) Epoch 15, batch 19250, giga_loss[loss=0.2053, simple_loss=0.3013, pruned_loss=0.05466, over 12417.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2843, pruned_loss=0.05173, over 2476867.26 frames. utt_duration=392.9 frames, utt_pad_proportion=0.07704, over 25294.51 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.29, pruned_loss=0.06406, over 2468144.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.06677, over 8106.18 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2835, pruned_loss=0.05047, over 2478334.50 frames. utt_duration=364.3 frames, utt_pad_proportion=0.0768, over 27304.29 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 11:03:58,661 INFO [train.py:927] (5/8) Epoch 15, batch 19300, giga_loss[loss=0.1981, simple_loss=0.2975, pruned_loss=0.04931, over 12370.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0265, over 121.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2847, pruned_loss=0.05259, over 2477414.40 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07578, over 24862.50 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2909, pruned_loss=0.06464, over 2468409.08 frames. utt_duration=1209 frames, utt_pad_proportion=0.0702, over 8174.83 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05064, over 2478645.26 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07476, over 26950.00 utterances.], batch size: 121, lr: 2.60e-04
2022-08-30 11:06:03,717 INFO [train.py:927] (5/8) Epoch 15, batch 19350, giga_loss[loss=0.1879, simple_loss=0.2839, pruned_loss=0.0459, over 12398.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2837, pruned_loss=0.05289, over 2477405.81 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07927, over 25467.82 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2909, pruned_loss=0.06459, over 2468544.47 frames. utt_duration=1214 frames, utt_pad_proportion=0.0689, over 8146.79 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2822, pruned_loss=0.05111, over 2478454.69 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07861, over 27522.44 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 11:08:01,079 INFO [train.py:927] (5/8) Epoch 15, batch 19400, giga_loss[loss=0.1686, simple_loss=0.2653, pruned_loss=0.03598, over 12300.00 frames. utt_duration=704.2 frames, utt_pad_proportion=0.03406, over 70.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2832, pruned_loss=0.05245, over 2477108.33 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07533, over 24762.84 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.291, pruned_loss=0.06451, over 2468637.36 frames. utt_duration=1215 frames, utt_pad_proportion=0.06791, over 8134.16 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2818, pruned_loss=0.05084, over 2478050.39 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07539, over 26788.43 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 11:10:00,126 INFO [train.py:927] (5/8) Epoch 15, batch 19450, giga_loss[loss=0.2683, simple_loss=0.3393, pruned_loss=0.09866, over 12378.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09526, over 255.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05167, over 2477388.85 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07455, over 25033.84 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2913, pruned_loss=0.06466, over 2468617.15 frames. utt_duration=1209 frames, utt_pad_proportion=0.0682, over 8174.95 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2827, pruned_loss=0.05004, over 2478306.83 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07465, over 26905.64 utterances.], batch size: 255, lr: 2.60e-04
2022-08-30 11:11:54,509 INFO [train.py:927] (5/8) Epoch 15, batch 19500, giga_loss[loss=0.1761, simple_loss=0.2718, pruned_loss=0.04021, over 12393.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02981, over 58.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2844, pruned_loss=0.05086, over 2477635.90 frames. utt_duration=416.6 frames, utt_pad_proportion=0.0706, over 23857.57 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2913, pruned_loss=0.06468, over 2468462.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.0679, over 8182.30 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.283, pruned_loss=0.04924, over 2478721.72 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07104, over 25715.91 utterances.], batch size: 58, lr: 2.60e-04
2022-08-30 11:13:57,403 INFO [train.py:927] (5/8) Epoch 15, batch 19550, giga_loss[loss=0.1891, simple_loss=0.2856, pruned_loss=0.04633, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04679, over 161.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2853, pruned_loss=0.0514, over 2477680.52 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07281, over 24509.76 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2922, pruned_loss=0.06503, over 2468612.27 frames. utt_duration=1194 frames, utt_pad_proportion=0.07115, over 8282.61 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2832, pruned_loss=0.04935, over 2478709.76 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07214, over 26420.55 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 11:16:14,326 INFO [train.py:927] (5/8) Epoch 15, batch 19600, libri_loss[loss=0.1839, simple_loss=0.2735, pruned_loss=0.04714, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007331, over 33.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2851, pruned_loss=0.05067, over 2477246.94 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07205, over 24763.80 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.292, pruned_loss=0.06482, over 2468405.66 frames. utt_duration=1195 frames, utt_pad_proportion=0.07036, over 8271.89 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2835, pruned_loss=0.04899, over 2478428.36 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07182, over 26598.61 utterances.], batch size: 33, lr: 2.60e-04
2022-08-30 11:18:31,048 INFO [train.py:927] (5/8) Epoch 15, batch 19650, giga_loss[loss=0.1867, simple_loss=0.279, pruned_loss=0.04719, over 12351.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03017, over 91.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2881, pruned_loss=0.05219, over 2477686.58 frames. utt_duration=389 frames, utt_pad_proportion=0.07381, over 25554.58 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2923, pruned_loss=0.06504, over 2468434.73 frames. utt_duration=1186 frames, utt_pad_proportion=0.07323, over 8336.88 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2865, pruned_loss=0.05049, over 2478713.51 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07273, over 27169.16 utterances.], batch size: 91, lr: 2.60e-04
2022-08-30 11:20:49,102 INFO [train.py:927] (5/8) Epoch 15, batch 19700, giga_loss[loss=0.2177, simple_loss=0.2948, pruned_loss=0.07026, over 12410.00 frames. utt_duration=195.8 frames, utt_pad_proportion=0.09348, over 255.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2868, pruned_loss=0.05174, over 2477382.34 frames. utt_duration=394.1 frames, utt_pad_proportion=0.0724, over 25217.04 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2923, pruned_loss=0.06501, over 2468542.88 frames. utt_duration=1188 frames, utt_pad_proportion=0.07243, over 8321.97 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2855, pruned_loss=0.05025, over 2478214.89 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07181, over 26714.97 utterances.], batch size: 255, lr: 2.59e-04
2022-08-30 11:22:54,700 INFO [train.py:927] (5/8) Epoch 15, batch 19750, giga_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05323, over 12374.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03216, over 104.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2856, pruned_loss=0.05059, over 2477326.45 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07039, over 24605.22 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2923, pruned_loss=0.06495, over 2468492.59 frames. utt_duration=1191 frames, utt_pad_proportion=0.07169, over 8298.32 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2845, pruned_loss=0.04928, over 2478141.57 frames. utt_duration=382 frames, utt_pad_proportion=0.07022, over 26030.28 utterances.], batch size: 104, lr: 2.59e-04
2022-08-30 11:24:54,989 INFO [train.py:927] (5/8) Epoch 15, batch 19800, giga_loss[loss=0.2086, simple_loss=0.303, pruned_loss=0.0571, over 12390.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2873, pruned_loss=0.05145, over 2477180.99 frames. utt_duration=396.7 frames, utt_pad_proportion=0.07083, over 25052.45 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2924, pruned_loss=0.06505, over 2467939.38 frames. utt_duration=1182 frames, utt_pad_proportion=0.07475, over 8359.02 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2862, pruned_loss=0.05001, over 2478490.81 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06976, over 26488.80 utterances.], batch size: 91, lr: 2.59e-04
2022-08-30 11:26:47,139 INFO [train.py:927] (5/8) Epoch 15, batch 19850, giga_loss[loss=0.1709, simple_loss=0.2653, pruned_loss=0.03826, over 12397.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03581, over 75.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2868, pruned_loss=0.05161, over 2477643.19 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06752, over 24410.09 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2924, pruned_loss=0.06505, over 2467965.71 frames. utt_duration=1186 frames, utt_pad_proportion=0.07366, over 8331.04 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2859, pruned_loss=0.05024, over 2478816.92 frames. utt_duration=384.5 frames, utt_pad_proportion=0.0671, over 25863.95 utterances.], batch size: 75, lr: 2.59e-04
2022-08-30 11:28:38,240 INFO [train.py:927] (5/8) Epoch 15, batch 19900, giga_loss[loss=0.216, simple_loss=0.3017, pruned_loss=0.06517, over 12433.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03527, over 105.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2866, pruned_loss=0.05197, over 2477342.19 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06558, over 24441.52 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.0647, over 2467788.64 frames. utt_duration=1193 frames, utt_pad_proportion=0.07237, over 8284.19 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2862, pruned_loss=0.0509, over 2478668.70 frames. utt_duration=382.2 frames, utt_pad_proportion=0.0657, over 26025.14 utterances.], batch size: 105, lr: 2.59e-04
2022-08-30 11:30:24,700 INFO [train.py:927] (5/8) Epoch 15, batch 19950, giga_loss[loss=0.2305, simple_loss=0.3292, pruned_loss=0.0659, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04277, over 114.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.293, pruned_loss=0.05544, over 2477052.22 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06798, over 23759.63 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2913, pruned_loss=0.06447, over 2467611.64 frames. utt_duration=1197 frames, utt_pad_proportion=0.07166, over 8258.06 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.293, pruned_loss=0.05464, over 2478364.92 frames. utt_duration=394.2 frames, utt_pad_proportion=0.0681, over 25229.32 utterances.], batch size: 114, lr: 2.59e-04
2022-08-30 11:32:04,918 INFO [train.py:927] (5/8) Epoch 15, batch 20000, giga_loss[loss=0.1712, simple_loss=0.2628, pruned_loss=0.03984, over 12452.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03772, over 123.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2932, pruned_loss=0.0566, over 2476043.95 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07083, over 23083.81 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2913, pruned_loss=0.06457, over 2467571.13 frames. utt_duration=1201 frames, utt_pad_proportion=0.07073, over 8232.12 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2933, pruned_loss=0.05574, over 2477284.88 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07108, over 24557.03 utterances.], batch size: 123, lr: 2.59e-04
2022-08-30 11:33:47,990 INFO [train.py:927] (5/8) Epoch 15, batch 20050, giga_loss[loss=0.188, simple_loss=0.2704, pruned_loss=0.05284, over 12396.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06906, over 211.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2878, pruned_loss=0.05529, over 2475144.01 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06997, over 21973.15 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2915, pruned_loss=0.06472, over 2467785.21 frames. utt_duration=1195 frames, utt_pad_proportion=0.07288, over 8270.53 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2877, pruned_loss=0.05423, over 2476181.02 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06955, over 23500.94 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 11:35:30,580 INFO [train.py:927] (5/8) Epoch 15, batch 20100, giga_loss[loss=0.151, simple_loss=0.2318, pruned_loss=0.03512, over 12293.00 frames. utt_duration=912 frames, utt_pad_proportion=0.0256, over 54.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2798, pruned_loss=0.05257, over 2474588.37 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07405, over 22078.21 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2916, pruned_loss=0.06466, over 2468023.55 frames. utt_duration=1198 frames, utt_pad_proportion=0.07204, over 8251.58 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2795, pruned_loss=0.05163, over 2475282.44 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07378, over 23493.72 utterances.], batch size: 54, lr: 2.59e-04
2022-08-30 11:37:14,514 INFO [train.py:927] (5/8) Epoch 15, batch 20150, giga_loss[loss=0.1432, simple_loss=0.2322, pruned_loss=0.0271, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2729, pruned_loss=0.04992, over 2473566.01 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07031, over 20732.84 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2915, pruned_loss=0.06469, over 2467849.89 frames. utt_duration=1191 frames, utt_pad_proportion=0.07533, over 8301.40 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2725, pruned_loss=0.04892, over 2474387.46 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06917, over 22041.91 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 11:38:57,851 INFO [train.py:927] (5/8) Epoch 15, batch 20200, giga_loss[loss=0.1609, simple_loss=0.2434, pruned_loss=0.03923, over 12424.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.0715, over 212.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.2685, pruned_loss=0.0483, over 2473475.32 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06614, over 19736.87 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2912, pruned_loss=0.06449, over 2467936.84 frames. utt_duration=1198 frames, utt_pad_proportion=0.07368, over 8251.94 utterances.], giga_tot_loss[loss=0.1812, simple_loss=0.2679, pruned_loss=0.04726, over 2474203.05 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06594, over 21151.65 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 11:40:40,049 INFO [train.py:927] (5/8) Epoch 15, batch 20250, giga_loss[loss=0.158, simple_loss=0.2502, pruned_loss=0.03289, over 12378.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.1791, simple_loss=0.2643, pruned_loss=0.04689, over 2473503.51 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06435, over 19335.38 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2913, pruned_loss=0.06457, over 2468015.91 frames. utt_duration=1200 frames, utt_pad_proportion=0.0728, over 8237.24 utterances.], giga_tot_loss[loss=0.1774, simple_loss=0.2634, pruned_loss=0.04574, over 2474091.43 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06458, over 20629.28 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 11:42:22,696 INFO [train.py:927] (5/8) Epoch 15, batch 20300, giga_loss[loss=0.1465, simple_loss=0.2352, pruned_loss=0.02886, over 12415.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03362, over 43.00 utterances.], tot_loss[loss=0.1752, simple_loss=0.2599, pruned_loss=0.04524, over 2473830.28 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06339, over 19168.05 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2911, pruned_loss=0.06442, over 2467828.97 frames. utt_duration=1206 frames, utt_pad_proportion=0.07198, over 8194.87 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2589, pruned_loss=0.04412, over 2474567.50 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06387, over 20424.01 utterances.], batch size: 43, lr: 2.59e-04
2022-08-30 11:44:05,790 INFO [train.py:927] (5/8) Epoch 15, batch 20350, giga_loss[loss=0.1364, simple_loss=0.2191, pruned_loss=0.02681, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02808, over 45.00 utterances.], tot_loss[loss=0.1712, simple_loss=0.2553, pruned_loss=0.04357, over 2473920.94 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06298, over 18566.40 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2909, pruned_loss=0.06438, over 2467734.60 frames. utt_duration=1202 frames, utt_pad_proportion=0.07451, over 8224.41 utterances.], giga_tot_loss[loss=0.169, simple_loss=0.2537, pruned_loss=0.04216, over 2474803.67 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06226, over 19838.83 utterances.], batch size: 45, lr: 2.59e-04
2022-08-30 11:45:46,460 INFO [train.py:927] (5/8) Epoch 15, batch 20400, giga_loss[loss=0.2127, simple_loss=0.2972, pruned_loss=0.0641, over 12389.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06586, over 211.00 utterances.], tot_loss[loss=0.1728, simple_loss=0.2562, pruned_loss=0.04464, over 2474012.85 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06262, over 18627.84 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2902, pruned_loss=0.06412, over 2467374.03 frames. utt_duration=1211 frames, utt_pad_proportion=0.07244, over 8162.42 utterances.], giga_tot_loss[loss=0.17, simple_loss=0.2541, pruned_loss=0.0429, over 2475331.99 frames. utt_duration=493 frames, utt_pad_proportion=0.06267, over 20144.39 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 11:47:29,442 INFO [train.py:927] (5/8) Epoch 15, batch 20450, giga_loss[loss=0.2442, simple_loss=0.3279, pruned_loss=0.08023, over 12416.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06747, over 211.00 utterances.], tot_loss[loss=0.183, simple_loss=0.267, pruned_loss=0.04954, over 2474950.85 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06145, over 18700.55 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06414, over 2467533.15 frames. utt_duration=1213 frames, utt_pad_proportion=0.07135, over 8144.36 utterances.], giga_tot_loss[loss=0.1802, simple_loss=0.2647, pruned_loss=0.04783, over 2475975.79 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06191, over 20118.58 utterances.], batch size: 211, lr: 2.59e-04
2022-08-30 11:49:14,910 INFO [train.py:927] (5/8) Epoch 15, batch 20500, giga_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.05105, over 12194.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.0257, over 36.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.275, pruned_loss=0.05209, over 2473761.19 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05851, over 18080.98 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06415, over 2467654.31 frames. utt_duration=1214 frames, utt_pad_proportion=0.07082, over 8138.90 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2727, pruned_loss=0.05062, over 2474516.37 frames. utt_duration=514.4 frames, utt_pad_proportion=0.05922, over 19295.30 utterances.], batch size: 36, lr: 2.59e-04
2022-08-30 11:50:58,125 INFO [train.py:927] (5/8) Epoch 15, batch 20550, giga_loss[loss=0.216, simple_loss=0.3063, pruned_loss=0.06278, over 12466.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03479, over 86.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2793, pruned_loss=0.05316, over 2474566.91 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05584, over 17778.79 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2904, pruned_loss=0.064, over 2467554.51 frames. utt_duration=1220 frames, utt_pad_proportion=0.06951, over 8101.79 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2774, pruned_loss=0.05188, over 2475404.95 frames. utt_duration=522.7 frames, utt_pad_proportion=0.05697, over 18998.09 utterances.], batch size: 86, lr: 2.59e-04
2022-08-30 11:52:41,838 INFO [train.py:927] (5/8) Epoch 15, batch 20600, giga_loss[loss=0.2165, simple_loss=0.2992, pruned_loss=0.06687, over 12468.00 frames. utt_duration=908 frames, utt_pad_proportion=0.0278, over 55.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2825, pruned_loss=0.05517, over 2473432.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05427, over 17077.42 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2899, pruned_loss=0.0637, over 2467584.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.06798, over 8071.90 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2811, pruned_loss=0.05409, over 2474298.74 frames. utt_duration=540 frames, utt_pad_proportion=0.05572, over 18377.42 utterances.], batch size: 55, lr: 2.59e-04
2022-08-30 11:54:25,991 INFO [train.py:927] (5/8) Epoch 15, batch 20650, giga_loss[loss=0.1798, simple_loss=0.2789, pruned_loss=0.04034, over 12349.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02988, over 70.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2875, pruned_loss=0.05749, over 2473808.54 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06023, over 17985.86 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.0638, over 2467824.04 frames. utt_duration=1226 frames, utt_pad_proportion=0.06747, over 8063.19 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2862, pruned_loss=0.05649, over 2474336.99 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06116, over 19096.87 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 11:56:10,198 INFO [train.py:927] (5/8) Epoch 15, batch 20700, giga_loss[loss=0.2111, simple_loss=0.3086, pruned_loss=0.05683, over 12343.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2915, pruned_loss=0.05879, over 2473857.47 frames. utt_duration=535.3 frames, utt_pad_proportion=0.0693, over 18536.79 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2907, pruned_loss=0.06399, over 2467944.18 frames. utt_duration=1218 frames, utt_pad_proportion=0.071, over 8118.02 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2899, pruned_loss=0.05768, over 2474283.31 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06809, over 19588.99 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 11:57:55,095 INFO [train.py:927] (5/8) Epoch 15, batch 20750, giga_loss[loss=0.1762, simple_loss=0.2808, pruned_loss=0.03582, over 12334.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03098, over 70.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2932, pruned_loss=0.05852, over 2473970.09 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06399, over 17485.53 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2907, pruned_loss=0.06403, over 2467910.23 frames. utt_duration=1217 frames, utt_pad_proportion=0.07016, over 8123.59 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2919, pruned_loss=0.05743, over 2474568.04 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06353, over 18649.67 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 11:59:38,312 INFO [train.py:927] (5/8) Epoch 15, batch 20800, giga_loss[loss=0.1978, simple_loss=0.292, pruned_loss=0.05183, over 12333.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.02675, over 28.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2938, pruned_loss=0.058, over 2473592.48 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06612, over 17487.42 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2907, pruned_loss=0.06408, over 2467586.52 frames. utt_duration=1219 frames, utt_pad_proportion=0.06921, over 8105.79 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2929, pruned_loss=0.05689, over 2474561.31 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06592, over 18744.28 utterances.], batch size: 28, lr: 2.59e-04
2022-08-30 12:01:23,191 INFO [train.py:927] (5/8) Epoch 15, batch 20850, giga_loss[loss=0.2612, simple_loss=0.328, pruned_loss=0.09717, over 12440.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04112, over 146.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2946, pruned_loss=0.0593, over 2473267.66 frames. utt_duration=585.3 frames, utt_pad_proportion=0.06495, over 16946.45 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2904, pruned_loss=0.06402, over 2467241.35 frames. utt_duration=1224 frames, utt_pad_proportion=0.06815, over 8073.09 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.05832, over 2474546.07 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06525, over 18230.66 utterances.], batch size: 146, lr: 2.59e-04
2022-08-30 12:03:08,582 INFO [train.py:927] (5/8) Epoch 15, batch 20900, giga_loss[loss=0.2038, simple_loss=0.291, pruned_loss=0.05827, over 12373.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02792, over 48.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2959, pruned_loss=0.06142, over 2473198.88 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06353, over 16993.06 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2902, pruned_loss=0.06396, over 2467278.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.06736, over 8061.10 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2959, pruned_loss=0.06065, over 2474244.22 frames. utt_duration=547 frames, utt_pad_proportion=0.06417, over 18142.48 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 12:04:51,427 INFO [train.py:927] (5/8) Epoch 15, batch 20950, giga_loss[loss=0.1943, simple_loss=0.2766, pruned_loss=0.05607, over 12381.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03101, over 62.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2949, pruned_loss=0.0614, over 2472893.88 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06113, over 16876.35 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.29, pruned_loss=0.06381, over 2466896.98 frames. utt_duration=1230 frames, utt_pad_proportion=0.06575, over 8030.28 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2952, pruned_loss=0.06083, over 2474265.09 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06238, over 18103.62 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:06:35,603 INFO [train.py:927] (5/8) Epoch 15, batch 21000, giga_loss[loss=0.2031, simple_loss=0.2878, pruned_loss=0.0592, over 12117.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04127, over 33.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2938, pruned_loss=0.06095, over 2472906.01 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05708, over 16538.80 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2895, pruned_loss=0.06353, over 2466844.49 frames. utt_duration=1236 frames, utt_pad_proportion=0.06328, over 7990.79 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2948, pruned_loss=0.06062, over 2474371.97 frames. utt_duration=550 frames, utt_pad_proportion=0.05929, over 18044.08 utterances.], batch size: 33, lr: 2.59e-04
2022-08-30 12:06:35,606 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 12:06:52,464 INFO [train.py:967] (5/8) 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 12:08:36,033 INFO [train.py:927] (5/8) Epoch 15, batch 21050, giga_loss[loss=0.1855, simple_loss=0.2716, pruned_loss=0.04977, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03439, over 113.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.29, pruned_loss=0.05939, over 2473284.84 frames. utt_duration=576 frames, utt_pad_proportion=0.06259, over 17219.53 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2893, pruned_loss=0.06347, over 2466798.47 frames. utt_duration=1239 frames, utt_pad_proportion=0.06282, over 7975.93 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2909, pruned_loss=0.05915, over 2474548.01 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06411, over 18508.18 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 12:10:20,717 INFO [train.py:927] (5/8) Epoch 15, batch 21100, giga_loss[loss=0.1662, simple_loss=0.2532, pruned_loss=0.03962, over 12480.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04506, over 34.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2866, pruned_loss=0.05841, over 2473924.90 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06952, over 18299.81 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2896, pruned_loss=0.06366, over 2467113.39 frames. utt_duration=1235 frames, utt_pad_proportion=0.06246, over 7997.09 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2871, pruned_loss=0.05794, over 2474792.35 frames. utt_duration=508 frames, utt_pad_proportion=0.07051, over 19543.64 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 12:12:04,995 INFO [train.py:927] (5/8) Epoch 15, batch 21150, libri_loss[loss=0.2006, simple_loss=0.2833, pruned_loss=0.05894, over 12333.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01815, over 41.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2852, pruned_loss=0.05765, over 2473312.85 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06445, over 17819.00 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2893, pruned_loss=0.06345, over 2467181.53 frames. utt_duration=1237 frames, utt_pad_proportion=0.0616, over 7985.49 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05732, over 2474071.31 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06592, over 19051.58 utterances.], batch size: 41, lr: 2.59e-04
2022-08-30 12:13:46,354 INFO [train.py:927] (5/8) Epoch 15, batch 21200, giga_loss[loss=0.2258, simple_loss=0.3008, pruned_loss=0.07538, over 12421.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03589, over 40.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2851, pruned_loss=0.05807, over 2473332.42 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06874, over 17550.33 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2899, pruned_loss=0.06382, over 2467437.73 frames. utt_duration=1210 frames, utt_pad_proportion=0.07001, over 8165.43 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2849, pruned_loss=0.0573, over 2473875.99 frames. utt_duration=532.6 frames, utt_pad_proportion=0.0664, over 18632.45 utterances.], batch size: 40, lr: 2.59e-04
2022-08-30 12:15:25,578 INFO [train.py:927] (5/8) Epoch 15, batch 21250, giga_loss[loss=0.1647, simple_loss=0.255, pruned_loss=0.03716, over 12476.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2821, pruned_loss=0.05684, over 2473258.43 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06513, over 16971.62 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2898, pruned_loss=0.06377, over 2467361.35 frames. utt_duration=1203 frames, utt_pad_proportion=0.07287, over 8214.23 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2818, pruned_loss=0.05612, over 2473902.12 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06199, over 17994.55 utterances.], batch size: 55, lr: 2.59e-04
2022-08-30 12:17:11,559 INFO [train.py:927] (5/8) Epoch 15, batch 21300, giga_loss[loss=0.1836, simple_loss=0.2624, pruned_loss=0.0524, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03326, over 42.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2789, pruned_loss=0.05597, over 2473223.04 frames. utt_duration=609.6 frames, utt_pad_proportion=0.06241, over 16267.05 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2894, pruned_loss=0.06341, over 2467193.88 frames. utt_duration=1209 frames, utt_pad_proportion=0.07138, over 8172.40 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2788, pruned_loss=0.05552, over 2474044.07 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06051, over 17351.97 utterances.], batch size: 42, lr: 2.59e-04
2022-08-30 12:18:51,677 INFO [train.py:927] (5/8) Epoch 15, batch 21350, libri_loss[loss=0.2115, simple_loss=0.2957, pruned_loss=0.06368, over 12333.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.06232, over 51.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.276, pruned_loss=0.05471, over 2472009.52 frames. utt_duration=634.6 frames, utt_pad_proportion=0.05954, over 15619.11 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2893, pruned_loss=0.06329, over 2466613.61 frames. utt_duration=1205 frames, utt_pad_proportion=0.07366, over 8200.55 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2756, pruned_loss=0.05413, over 2473477.71 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05698, over 16797.82 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 12:20:34,785 INFO [train.py:927] (5/8) Epoch 15, batch 21400, giga_loss[loss=0.1607, simple_loss=0.2461, pruned_loss=0.03771, over 12460.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02891, over 80.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2729, pruned_loss=0.05388, over 2471987.15 frames. utt_duration=655.7 frames, utt_pad_proportion=0.05563, over 15114.12 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2893, pruned_loss=0.0633, over 2466699.54 frames. utt_duration=1204 frames, utt_pad_proportion=0.07346, over 8205.55 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2725, pruned_loss=0.05338, over 2473083.78 frames. utt_duration=617.3 frames, utt_pad_proportion=0.05381, over 16063.28 utterances.], batch size: 80, lr: 2.59e-04
2022-08-30 12:22:15,442 INFO [train.py:927] (5/8) Epoch 15, batch 21450, giga_loss[loss=0.2089, simple_loss=0.2882, pruned_loss=0.06485, over 12346.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03274, over 97.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2721, pruned_loss=0.05396, over 2472529.04 frames. utt_duration=658.4 frames, utt_pad_proportion=0.05505, over 15056.90 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2896, pruned_loss=0.06332, over 2466470.31 frames. utt_duration=1207 frames, utt_pad_proportion=0.07234, over 8186.57 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2711, pruned_loss=0.05337, over 2473710.16 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05403, over 15957.24 utterances.], batch size: 97, lr: 2.59e-04
2022-08-30 12:24:01,675 INFO [train.py:927] (5/8) Epoch 15, batch 21500, giga_loss[loss=0.299, simple_loss=0.3593, pruned_loss=0.1194, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2753, pruned_loss=0.05595, over 2472162.07 frames. utt_duration=618.9 frames, utt_pad_proportion=0.06275, over 16017.90 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06343, over 2466460.18 frames. utt_duration=1208 frames, utt_pad_proportion=0.07146, over 8178.89 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2742, pruned_loss=0.05518, over 2473242.77 frames. utt_duration=586.5 frames, utt_pad_proportion=0.0619, over 16911.12 utterances.], batch size: 258, lr: 2.59e-04
2022-08-30 12:25:43,773 INFO [train.py:927] (5/8) Epoch 15, batch 21550, giga_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.0581, over 12430.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2804, pruned_loss=0.05866, over 2471631.68 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06022, over 16187.75 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.0632, over 2466154.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06995, over 8126.21 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2797, pruned_loss=0.05808, over 2472934.46 frames. utt_duration=578 frames, utt_pad_proportion=0.06022, over 17159.60 utterances.], batch size: 75, lr: 2.59e-04
2022-08-30 12:27:25,672 INFO [train.py:927] (5/8) Epoch 15, batch 21600, giga_loss[loss=0.2073, simple_loss=0.3001, pruned_loss=0.0572, over 12388.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.0642, over 183.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2859, pruned_loss=0.0604, over 2471263.84 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05805, over 16127.45 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.06336, over 2466435.76 frames. utt_duration=1207 frames, utt_pad_proportion=0.0733, over 8186.46 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2851, pruned_loss=0.0597, over 2472181.74 frames. utt_duration=582 frames, utt_pad_proportion=0.05656, over 17034.42 utterances.], batch size: 183, lr: 2.59e-04
2022-08-30 12:29:07,272 INFO [train.py:927] (5/8) Epoch 15, batch 21650, giga_loss[loss=0.2045, simple_loss=0.2983, pruned_loss=0.05539, over 12313.00 frames. utt_duration=850.4 frames, utt_pad_proportion=0.0347, over 58.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.292, pruned_loss=0.06255, over 2471196.82 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06162, over 16735.40 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06328, over 2466454.40 frames. utt_duration=1208 frames, utt_pad_proportion=0.07228, over 8174.72 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2913, pruned_loss=0.06203, over 2472000.07 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06063, over 17611.72 utterances.], batch size: 58, lr: 2.59e-04
2022-08-30 12:30:47,961 INFO [train.py:927] (5/8) Epoch 15, batch 21700, giga_loss[loss=0.1898, simple_loss=0.2803, pruned_loss=0.04965, over 12433.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04117, over 31.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2912, pruned_loss=0.06106, over 2471156.68 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06387, over 17486.18 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2885, pruned_loss=0.06297, over 2466381.61 frames. utt_duration=1216 frames, utt_pad_proportion=0.07076, over 8122.12 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2913, pruned_loss=0.06088, over 2471969.48 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06348, over 18458.68 utterances.], batch size: 31, lr: 2.59e-04
2022-08-30 12:32:31,666 INFO [train.py:927] (5/8) Epoch 15, batch 21750, giga_loss[loss=0.2643, simple_loss=0.3306, pruned_loss=0.09893, over 12380.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2915, pruned_loss=0.06039, over 2471594.72 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06181, over 18015.44 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06304, over 2466365.50 frames. utt_duration=1221 frames, utt_pad_proportion=0.06939, over 8092.40 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2916, pruned_loss=0.06014, over 2472372.93 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06206, over 19031.38 utterances.], batch size: 258, lr: 2.59e-04
2022-08-30 12:34:12,276 INFO [train.py:927] (5/8) Epoch 15, batch 21800, giga_loss[loss=0.2177, simple_loss=0.3127, pruned_loss=0.06133, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2936, pruned_loss=0.06157, over 2472053.07 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06343, over 18437.44 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06291, over 2466449.97 frames. utt_duration=1225 frames, utt_pad_proportion=0.06738, over 8064.59 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.294, pruned_loss=0.06139, over 2472790.20 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06427, over 19656.20 utterances.], batch size: 146, lr: 2.59e-04
2022-08-30 12:35:54,019 INFO [train.py:927] (5/8) Epoch 15, batch 21850, giga_loss[loss=0.2493, simple_loss=0.3347, pruned_loss=0.08198, over 12416.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03628, over 86.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.295, pruned_loss=0.06242, over 2472265.03 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06197, over 18043.20 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2887, pruned_loss=0.06328, over 2466466.47 frames. utt_duration=1231 frames, utt_pad_proportion=0.06577, over 8024.97 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2952, pruned_loss=0.0619, over 2473001.78 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06333, over 19388.18 utterances.], batch size: 86, lr: 2.59e-04
2022-08-30 12:37:39,501 INFO [train.py:927] (5/8) Epoch 15, batch 21900, giga_loss[loss=0.1942, simple_loss=0.2867, pruned_loss=0.0508, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02887, over 70.00 utterances.], tot_loss[loss=0.211, simple_loss=0.296, pruned_loss=0.06302, over 2472530.04 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06484, over 18275.43 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2889, pruned_loss=0.0633, over 2466517.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06481, over 8013.53 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.296, pruned_loss=0.06259, over 2473179.99 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06615, over 19555.39 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 12:39:21,744 INFO [train.py:927] (5/8) Epoch 15, batch 21950, giga_loss[loss=0.2374, simple_loss=0.3079, pruned_loss=0.08343, over 12364.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2981, pruned_loss=0.06424, over 2472168.57 frames. utt_duration=552 frames, utt_pad_proportion=0.06427, over 17961.83 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2895, pruned_loss=0.06362, over 2466634.92 frames. utt_duration=1227 frames, utt_pad_proportion=0.06534, over 8049.29 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2978, pruned_loss=0.06361, over 2472687.65 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06516, over 19123.54 utterances.], batch size: 258, lr: 2.59e-04
2022-08-30 12:41:04,483 INFO [train.py:927] (5/8) Epoch 15, batch 22000, giga_loss[loss=0.2214, simple_loss=0.3157, pruned_loss=0.06354, over 12332.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03405, over 58.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2987, pruned_loss=0.06362, over 2471970.39 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05946, over 17127.31 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2898, pruned_loss=0.06373, over 2466712.68 frames. utt_duration=1226 frames, utt_pad_proportion=0.065, over 8059.74 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2982, pruned_loss=0.06304, over 2472353.78 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06056, over 18115.98 utterances.], batch size: 58, lr: 2.59e-04
2022-08-30 12:42:48,186 INFO [train.py:927] (5/8) Epoch 15, batch 22050, giga_loss[loss=0.2229, simple_loss=0.3064, pruned_loss=0.06966, over 12373.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02878, over 85.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2978, pruned_loss=0.06376, over 2472177.12 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05984, over 16729.00 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2896, pruned_loss=0.06363, over 2466599.66 frames. utt_duration=1230 frames, utt_pad_proportion=0.06361, over 8028.27 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2979, pruned_loss=0.06338, over 2472728.60 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06124, over 17783.45 utterances.], batch size: 85, lr: 2.59e-04
2022-08-30 12:44:29,144 INFO [train.py:927] (5/8) Epoch 15, batch 22100, giga_loss[loss=0.2259, simple_loss=0.3058, pruned_loss=0.07297, over 12360.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2972, pruned_loss=0.06437, over 2471789.03 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05928, over 16431.07 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2894, pruned_loss=0.06353, over 2466672.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.0634, over 8018.12 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2975, pruned_loss=0.06416, over 2472181.94 frames. utt_duration=573 frames, utt_pad_proportion=0.06052, over 17302.96 utterances.], batch size: 97, lr: 2.59e-04
2022-08-30 12:46:12,081 INFO [train.py:927] (5/8) Epoch 15, batch 22150, giga_loss[loss=0.2072, simple_loss=0.2969, pruned_loss=0.05879, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03871, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2971, pruned_loss=0.06423, over 2471343.36 frames. utt_duration=619.2 frames, utt_pad_proportion=0.05632, over 16004.39 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.06333, over 2466565.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.06265, over 8003.95 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2977, pruned_loss=0.06425, over 2471815.34 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05776, over 16815.71 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 12:47:52,009 INFO [train.py:927] (5/8) Epoch 15, batch 22200, giga_loss[loss=0.1955, simple_loss=0.2827, pruned_loss=0.05415, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04116, over 31.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2964, pruned_loss=0.06376, over 2470683.38 frames. utt_duration=625.8 frames, utt_pad_proportion=0.06011, over 15830.49 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06312, over 2466724.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.06116, over 7956.48 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2974, pruned_loss=0.06397, over 2471063.01 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06165, over 16774.28 utterances.], batch size: 31, lr: 2.59e-04
2022-08-30 12:49:34,214 INFO [train.py:927] (5/8) Epoch 15, batch 22250, giga_loss[loss=0.2012, simple_loss=0.294, pruned_loss=0.05417, over 12421.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03168, over 122.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2946, pruned_loss=0.06298, over 2471106.58 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05621, over 15535.05 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06302, over 2466692.91 frames. utt_duration=1245 frames, utt_pad_proportion=0.06088, over 7932.98 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2957, pruned_loss=0.06325, over 2471467.01 frames. utt_duration=605.4 frames, utt_pad_proportion=0.05775, over 16370.17 utterances.], batch size: 122, lr: 2.59e-04
2022-08-30 12:51:16,248 INFO [train.py:927] (5/8) Epoch 15, batch 22300, giga_loss[loss=0.2564, simple_loss=0.3315, pruned_loss=0.09064, over 12370.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09856, over 256.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2933, pruned_loss=0.06274, over 2471586.52 frames. utt_duration=617.9 frames, utt_pad_proportion=0.05873, over 16037.90 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2886, pruned_loss=0.06327, over 2466675.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.06018, over 7932.47 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2942, pruned_loss=0.06269, over 2472010.89 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06009, over 16926.83 utterances.], batch size: 256, lr: 2.59e-04
2022-08-30 12:52:58,094 INFO [train.py:927] (5/8) Epoch 15, batch 22350, giga_loss[loss=0.1894, simple_loss=0.2702, pruned_loss=0.05429, over 12322.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03212, over 70.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2913, pruned_loss=0.06168, over 2471476.78 frames. utt_duration=633.7 frames, utt_pad_proportion=0.0561, over 15638.22 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06328, over 2466527.43 frames. utt_duration=1248 frames, utt_pad_proportion=0.05926, over 7913.02 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2919, pruned_loss=0.0616, over 2472030.72 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05772, over 16508.43 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 12:54:41,948 INFO [train.py:927] (5/8) Epoch 15, batch 22400, giga_loss[loss=0.1811, simple_loss=0.2758, pruned_loss=0.04315, over 12379.00 frames. utt_duration=1770 frames, utt_pad_proportion=0.02799, over 28.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2874, pruned_loss=0.05972, over 2471933.41 frames. utt_duration=646.2 frames, utt_pad_proportion=0.05374, over 15337.74 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2885, pruned_loss=0.06317, over 2466829.41 frames. utt_duration=1249 frames, utt_pad_proportion=0.05877, over 7911.05 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2881, pruned_loss=0.0597, over 2472220.15 frames. utt_duration=612 frames, utt_pad_proportion=0.05534, over 16197.63 utterances.], batch size: 28, lr: 2.59e-04
2022-08-30 12:56:23,590 INFO [train.py:927] (5/8) Epoch 15, batch 22450, giga_loss[loss=0.176, simple_loss=0.2662, pruned_loss=0.04286, over 12377.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2834, pruned_loss=0.05804, over 2470944.05 frames. utt_duration=661.7 frames, utt_pad_proportion=0.0544, over 14971.25 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2884, pruned_loss=0.06316, over 2466608.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.05816, over 7888.52 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.284, pruned_loss=0.05796, over 2471422.35 frames. utt_duration=628.6 frames, utt_pad_proportion=0.05591, over 15764.35 utterances.], batch size: 91, lr: 2.59e-04
2022-08-30 12:58:05,544 INFO [train.py:927] (5/8) Epoch 15, batch 22500, libri_loss[loss=0.1898, simple_loss=0.2663, pruned_loss=0.05669, over 12382.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009233, over 30.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2844, pruned_loss=0.05784, over 2471354.78 frames. utt_duration=627.8 frames, utt_pad_proportion=0.05415, over 15784.59 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2885, pruned_loss=0.06318, over 2466731.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.05687, over 7865.20 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2847, pruned_loss=0.05761, over 2471733.09 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05583, over 16649.66 utterances.], batch size: 30, lr: 2.59e-04
2022-08-30 12:59:47,554 INFO [train.py:927] (5/8) Epoch 15, batch 22550, giga_loss[loss=0.191, simple_loss=0.2806, pruned_loss=0.05072, over 12379.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2861, pruned_loss=0.05806, over 2472756.78 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06025, over 17191.18 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2885, pruned_loss=0.06318, over 2466759.09 frames. utt_duration=1259 frames, utt_pad_proportion=0.05622, over 7849.29 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2863, pruned_loss=0.05781, over 2473097.62 frames. utt_duration=551 frames, utt_pad_proportion=0.06149, over 18003.44 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 13:01:29,810 INFO [train.py:927] (5/8) Epoch 15, batch 22600, giga_loss[loss=0.2166, simple_loss=0.3033, pruned_loss=0.0649, over 12385.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2877, pruned_loss=0.05776, over 2473518.12 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05975, over 18040.90 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2893, pruned_loss=0.06337, over 2466930.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05436, over 7817.64 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.287, pruned_loss=0.05719, over 2473904.53 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06154, over 19139.37 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 13:03:08,850 INFO [train.py:927] (5/8) Epoch 15, batch 22650, giga_loss[loss=0.1723, simple_loss=0.2587, pruned_loss=0.04299, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02907, over 45.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2874, pruned_loss=0.05738, over 2473312.46 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05767, over 17792.53 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2894, pruned_loss=0.06339, over 2466995.25 frames. utt_duration=1251 frames, utt_pad_proportion=0.05807, over 7899.21 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2868, pruned_loss=0.05675, over 2473728.61 frames. utt_duration=525.8 frames, utt_pad_proportion=0.058, over 18873.10 utterances.], batch size: 45, lr: 2.59e-04
2022-08-30 13:04:47,562 INFO [train.py:927] (5/8) Epoch 15, batch 22700, giga_loss[loss=0.2103, simple_loss=0.2938, pruned_loss=0.06335, over 12446.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03109, over 80.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2883, pruned_loss=0.05804, over 2474192.65 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05559, over 17557.19 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2893, pruned_loss=0.06343, over 2467196.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.05762, over 7902.13 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2879, pruned_loss=0.05733, over 2474550.63 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05616, over 18736.40 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:06:31,188 INFO [train.py:927] (5/8) Epoch 15, batch 22750, giga_loss[loss=0.2102, simple_loss=0.2926, pruned_loss=0.06393, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03432, over 37.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2895, pruned_loss=0.0584, over 2473691.45 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05353, over 17003.03 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2893, pruned_loss=0.06343, over 2467076.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05721, over 7891.12 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2892, pruned_loss=0.05779, over 2474156.59 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05427, over 18031.37 utterances.], batch size: 37, lr: 2.58e-04
2022-08-30 13:08:12,340 INFO [train.py:927] (5/8) Epoch 15, batch 22800, giga_loss[loss=0.2001, simple_loss=0.2912, pruned_loss=0.05451, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.029, over 55.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.29, pruned_loss=0.05879, over 2473536.85 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05533, over 16910.70 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06345, over 2466778.73 frames. utt_duration=1253 frames, utt_pad_proportion=0.05707, over 7887.08 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2901, pruned_loss=0.05817, over 2474295.84 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05583, over 17934.56 utterances.], batch size: 55, lr: 2.58e-04
2022-08-30 13:09:53,787 INFO [train.py:927] (5/8) Epoch 15, batch 22850, giga_loss[loss=0.1914, simple_loss=0.2854, pruned_loss=0.04866, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03349, over 104.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2909, pruned_loss=0.05882, over 2474232.17 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05578, over 17093.35 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.289, pruned_loss=0.06348, over 2466824.18 frames. utt_duration=1252 frames, utt_pad_proportion=0.05665, over 7888.22 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2909, pruned_loss=0.05827, over 2474846.39 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05629, over 17971.58 utterances.], batch size: 104, lr: 2.58e-04
2022-08-30 13:11:36,266 INFO [train.py:927] (5/8) Epoch 15, batch 22900, giga_loss[loss=0.2048, simple_loss=0.2915, pruned_loss=0.05901, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2895, pruned_loss=0.05867, over 2473922.44 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05805, over 16949.82 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06339, over 2467068.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.05566, over 7853.30 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2898, pruned_loss=0.05823, over 2474364.49 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05875, over 17888.40 utterances.], batch size: 162, lr: 2.58e-04
2022-08-30 13:13:17,013 INFO [train.py:927] (5/8) Epoch 15, batch 22950, giga_loss[loss=0.1977, simple_loss=0.2925, pruned_loss=0.0514, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02819, over 66.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2889, pruned_loss=0.05857, over 2473282.42 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05949, over 17359.13 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2889, pruned_loss=0.06398, over 2466808.30 frames. utt_duration=1264 frames, utt_pad_proportion=0.05479, over 7814.41 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.289, pruned_loss=0.0576, over 2474023.53 frames. utt_duration=540 frames, utt_pad_proportion=0.06033, over 18377.65 utterances.], batch size: 66, lr: 2.58e-04
2022-08-30 13:14:59,014 INFO [train.py:927] (5/8) Epoch 15, batch 23000, giga_loss[loss=0.2971, simple_loss=0.377, pruned_loss=0.1086, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03826, over 113.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2899, pruned_loss=0.05838, over 2474059.46 frames. utt_duration=558.8 frames, utt_pad_proportion=0.0608, over 17757.62 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2889, pruned_loss=0.06406, over 2466973.41 frames. utt_duration=1263 frames, utt_pad_proportion=0.05506, over 7821.32 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2899, pruned_loss=0.05745, over 2474583.77 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06131, over 18682.90 utterances.], batch size: 113, lr: 2.58e-04
2022-08-30 13:16:40,202 INFO [train.py:927] (5/8) Epoch 15, batch 23050, giga_loss[loss=0.1973, simple_loss=0.2811, pruned_loss=0.05677, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03443, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2896, pruned_loss=0.05867, over 2473990.50 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06372, over 18399.73 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2888, pruned_loss=0.06403, over 2466803.53 frames. utt_duration=1265 frames, utt_pad_proportion=0.05444, over 7807.04 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2898, pruned_loss=0.05788, over 2474660.92 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06423, over 19278.90 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 13:18:21,377 INFO [train.py:927] (5/8) Epoch 15, batch 23100, giga_loss[loss=0.1803, simple_loss=0.259, pruned_loss=0.05075, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03077, over 45.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2872, pruned_loss=0.05846, over 2473468.04 frames. utt_duration=561.5 frames, utt_pad_proportion=0.0616, over 17666.82 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2885, pruned_loss=0.06384, over 2466590.95 frames. utt_duration=1273 frames, utt_pad_proportion=0.05281, over 7757.67 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2876, pruned_loss=0.05778, over 2474473.83 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06284, over 18843.72 utterances.], batch size: 45, lr: 2.58e-04
2022-08-30 13:20:03,221 INFO [train.py:927] (5/8) Epoch 15, batch 23150, giga_loss[loss=0.1828, simple_loss=0.2609, pruned_loss=0.05237, over 12428.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03741, over 40.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2846, pruned_loss=0.05735, over 2473604.67 frames. utt_duration=573 frames, utt_pad_proportion=0.05999, over 17313.08 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2887, pruned_loss=0.06396, over 2466626.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05765, over 7828.43 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2847, pruned_loss=0.05662, over 2474449.19 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05927, over 18300.01 utterances.], batch size: 40, lr: 2.58e-04
2022-08-30 13:21:44,095 INFO [train.py:927] (5/8) Epoch 15, batch 23200, giga_loss[loss=0.1763, simple_loss=0.263, pruned_loss=0.04485, over 12395.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02661, over 70.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2815, pruned_loss=0.05631, over 2473773.84 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06092, over 17190.71 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.289, pruned_loss=0.06397, over 2466929.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.06123, over 7876.25 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2812, pruned_loss=0.05557, over 2474338.22 frames. utt_duration=547 frames, utt_pad_proportion=0.05903, over 18144.03 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 13:23:24,179 INFO [train.py:927] (5/8) Epoch 15, batch 23250, giga_loss[loss=0.2315, simple_loss=0.3056, pruned_loss=0.07865, over 12345.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2, over 367.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2796, pruned_loss=0.05596, over 2474164.37 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06629, over 17266.59 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.06415, over 2467442.68 frames. utt_duration=1235 frames, utt_pad_proportion=0.06829, over 8000.69 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2787, pruned_loss=0.05487, over 2474452.83 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06163, over 18299.08 utterances.], batch size: 367, lr: 2.58e-04
2022-08-30 13:25:12,068 INFO [train.py:927] (5/8) Epoch 15, batch 23300, giga_loss[loss=0.1947, simple_loss=0.2866, pruned_loss=0.05138, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02915, over 48.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2824, pruned_loss=0.05693, over 2473776.53 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06962, over 17983.84 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2892, pruned_loss=0.06407, over 2467132.71 frames. utt_duration=1234 frames, utt_pad_proportion=0.06827, over 8006.95 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2816, pruned_loss=0.05599, over 2474397.76 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06583, over 18967.74 utterances.], batch size: 48, lr: 2.58e-04
2022-08-30 13:26:52,716 INFO [train.py:927] (5/8) Epoch 15, batch 23350, giga_loss[loss=0.2522, simple_loss=0.3423, pruned_loss=0.08103, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03459, over 122.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.285, pruned_loss=0.05743, over 2473894.82 frames. utt_duration=557 frames, utt_pad_proportion=0.06499, over 17814.51 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2891, pruned_loss=0.06392, over 2467330.96 frames. utt_duration=1233 frames, utt_pad_proportion=0.06825, over 8011.63 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2844, pruned_loss=0.05669, over 2474351.83 frames. utt_duration=529 frames, utt_pad_proportion=0.06219, over 18763.23 utterances.], batch size: 122, lr: 2.58e-04
2022-08-30 13:28:37,992 INFO [train.py:927] (5/8) Epoch 15, batch 23400, giga_loss[loss=0.204, simple_loss=0.2903, pruned_loss=0.05883, over 12333.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2874, pruned_loss=0.05894, over 2473585.10 frames. utt_duration=547 frames, utt_pad_proportion=0.06668, over 18137.26 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2893, pruned_loss=0.06391, over 2467099.56 frames. utt_duration=1235 frames, utt_pad_proportion=0.06773, over 7998.54 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2867, pruned_loss=0.05832, over 2474225.78 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06464, over 18992.74 utterances.], batch size: 85, lr: 2.58e-04
2022-08-30 13:30:21,363 INFO [train.py:927] (5/8) Epoch 15, batch 23450, giga_loss[loss=0.2599, simple_loss=0.3437, pruned_loss=0.08803, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2935, pruned_loss=0.06281, over 2473909.90 frames. utt_duration=546.9 frames, utt_pad_proportion=0.0622, over 18143.80 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2889, pruned_loss=0.06382, over 2467264.05 frames. utt_duration=1239 frames, utt_pad_proportion=0.06687, over 7972.65 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2934, pruned_loss=0.06233, over 2474403.74 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06107, over 19074.51 utterances.], batch size: 66, lr: 2.58e-04
2022-08-30 13:32:03,782 INFO [train.py:927] (5/8) Epoch 15, batch 23500, giga_loss[loss=0.3465, simple_loss=0.385, pruned_loss=0.154, over 12400.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1105, over 260.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3007, pruned_loss=0.06773, over 2474610.13 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06732, over 19369.95 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2892, pruned_loss=0.06388, over 2467401.15 frames. utt_duration=1229 frames, utt_pad_proportion=0.06993, over 8043.38 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3006, pruned_loss=0.06735, over 2475104.02 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06517, over 20406.44 utterances.], batch size: 260, lr: 2.58e-04
2022-08-30 13:33:47,825 INFO [train.py:927] (5/8) Epoch 15, batch 23550, giga_loss[loss=0.2387, simple_loss=0.3134, pruned_loss=0.08206, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04294, over 114.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3064, pruned_loss=0.07165, over 2475373.70 frames. utt_duration=502.7 frames, utt_pad_proportion=0.0654, over 19753.70 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06368, over 2467427.90 frames. utt_duration=1232 frames, utt_pad_proportion=0.06877, over 8018.61 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3069, pruned_loss=0.07161, over 2475894.66 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06415, over 20836.48 utterances.], batch size: 114, lr: 2.58e-04
2022-08-30 13:35:33,596 INFO [train.py:927] (5/8) Epoch 15, batch 23600, giga_loss[loss=0.2551, simple_loss=0.3292, pruned_loss=0.09053, over 12362.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03495, over 80.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07523, over 2475169.65 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07443, over 20868.81 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2887, pruned_loss=0.06348, over 2467572.67 frames. utt_duration=1236 frames, utt_pad_proportion=0.06774, over 7998.32 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3111, pruned_loss=0.07548, over 2475592.22 frames. utt_duration=453 frames, utt_pad_proportion=0.07332, over 21932.36 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:37:18,641 INFO [train.py:927] (5/8) Epoch 15, batch 23650, libri_loss[loss=0.2177, simple_loss=0.302, pruned_loss=0.06667, over 12357.00 frames. utt_duration=774 frames, utt_pad_proportion=0.1104, over 64.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3143, pruned_loss=0.07886, over 2475437.76 frames. utt_duration=461.4 frames, utt_pad_proportion=0.08254, over 21526.84 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2888, pruned_loss=0.06346, over 2467970.00 frames. utt_duration=1218 frames, utt_pad_proportion=0.07199, over 8114.83 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3159, pruned_loss=0.07974, over 2475724.19 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08017, over 22867.43 utterances.], batch size: 64, lr: 2.58e-04
2022-08-30 13:39:08,394 INFO [train.py:927] (5/8) Epoch 15, batch 23700, giga_loss[loss=0.2138, simple_loss=0.3069, pruned_loss=0.06031, over 12454.00 frames. utt_duration=907 frames, utt_pad_proportion=0.03102, over 55.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3148, pruned_loss=0.07952, over 2475251.00 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07965, over 20461.63 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2882, pruned_loss=0.06301, over 2468009.53 frames. utt_duration=1227 frames, utt_pad_proportion=0.06966, over 8053.89 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3178, pruned_loss=0.08133, over 2475759.53 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07876, over 22152.64 utterances.], batch size: 55, lr: 2.58e-04
2022-08-30 13:40:52,365 INFO [train.py:927] (5/8) Epoch 15, batch 23750, giga_loss[loss=0.2323, simple_loss=0.3173, pruned_loss=0.07366, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02734, over 70.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.0799, over 2474583.18 frames. utt_duration=479 frames, utt_pad_proportion=0.08537, over 20729.53 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2882, pruned_loss=0.06294, over 2468261.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.07253, over 8128.08 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3179, pruned_loss=0.08212, over 2475040.92 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08361, over 22550.74 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 13:42:36,172 INFO [train.py:927] (5/8) Epoch 15, batch 23800, giga_loss[loss=0.2464, simple_loss=0.3257, pruned_loss=0.08353, over 12344.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03574, over 104.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3171, pruned_loss=0.08087, over 2474822.99 frames. utt_duration=472.1 frames, utt_pad_proportion=0.0823, over 21035.69 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2885, pruned_loss=0.06294, over 2468384.89 frames. utt_duration=1219 frames, utt_pad_proportion=0.07154, over 8108.73 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3201, pruned_loss=0.08291, over 2475171.36 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08152, over 22723.39 utterances.], batch size: 104, lr: 2.58e-04
2022-08-30 13:44:22,807 INFO [train.py:927] (5/8) Epoch 15, batch 23850, giga_loss[loss=0.1878, simple_loss=0.2825, pruned_loss=0.04658, over 12376.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03036, over 58.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3168, pruned_loss=0.08035, over 2474251.01 frames. utt_duration=469.8 frames, utt_pad_proportion=0.08183, over 21134.34 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.06276, over 2468438.01 frames. utt_duration=1222 frames, utt_pad_proportion=0.07044, over 8090.65 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3197, pruned_loss=0.08247, over 2474586.51 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08163, over 22730.13 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 13:46:14,549 INFO [train.py:927] (5/8) Epoch 15, batch 23900, giga_loss[loss=0.2639, simple_loss=0.3257, pruned_loss=0.1011, over 12374.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1877, over 362.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3159, pruned_loss=0.07861, over 2474425.48 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07967, over 21440.58 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.06259, over 2468765.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06915, over 8059.77 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3192, pruned_loss=0.08084, over 2474526.23 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08009, over 23028.57 utterances.], batch size: 362, lr: 2.58e-04
2022-08-30 13:47:59,934 INFO [train.py:927] (5/8) Epoch 15, batch 23950, giga_loss[loss=0.2194, simple_loss=0.2974, pruned_loss=0.07066, over 12410.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02511, over 91.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3137, pruned_loss=0.07679, over 2474434.19 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07729, over 21104.72 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06284, over 2469008.32 frames. utt_duration=1216 frames, utt_pad_proportion=0.07195, over 8128.68 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3167, pruned_loss=0.07874, over 2474425.84 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07693, over 22658.07 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 13:49:45,955 INFO [train.py:927] (5/8) Epoch 15, batch 24000, giga_loss[loss=0.2799, simple_loss=0.3428, pruned_loss=0.1085, over 12376.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3132, pruned_loss=0.07693, over 2474511.01 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07865, over 21769.27 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06287, over 2468806.48 frames. utt_duration=1215 frames, utt_pad_proportion=0.07201, over 8136.54 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3159, pruned_loss=0.07863, over 2474755.33 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07834, over 23166.86 utterances.], batch size: 257, lr: 2.58e-04
2022-08-30 13:49:45,957 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 13:50:00,880 INFO [train.py:967] (5/8) 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 13:51:57,012 INFO [train.py:927] (5/8) Epoch 15, batch 24050, giga_loss[loss=0.1952, simple_loss=0.2859, pruned_loss=0.05225, over 12352.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04434, over 26.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3114, pruned_loss=0.07525, over 2473885.88 frames. utt_duration=482 frames, utt_pad_proportion=0.0755, over 20590.97 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2882, pruned_loss=0.06269, over 2468827.98 frames. utt_duration=1216 frames, utt_pad_proportion=0.0719, over 8131.11 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3143, pruned_loss=0.077, over 2474146.64 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07547, over 21937.57 utterances.], batch size: 26, lr: 2.58e-04
2022-08-30 13:53:40,449 INFO [train.py:927] (5/8) Epoch 15, batch 24100, libri_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06601, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00568, over 34.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3115, pruned_loss=0.07348, over 2473397.12 frames. utt_duration=508 frames, utt_pad_proportion=0.07012, over 19532.64 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.06261, over 2468504.30 frames. utt_duration=1216 frames, utt_pad_proportion=0.07141, over 8129.03 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3146, pruned_loss=0.07527, over 2474050.14 frames. utt_duration=474 frames, utt_pad_proportion=0.0706, over 20939.73 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 13:55:24,316 INFO [train.py:927] (5/8) Epoch 15, batch 24150, giga_loss[loss=0.2032, simple_loss=0.2895, pruned_loss=0.05846, over 12419.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03177, over 80.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3126, pruned_loss=0.07438, over 2473653.61 frames. utt_duration=495 frames, utt_pad_proportion=0.07082, over 20046.91 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06271, over 2468343.36 frames. utt_duration=1214 frames, utt_pad_proportion=0.07194, over 8140.61 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3151, pruned_loss=0.0758, over 2474355.89 frames. utt_duration=467.3 frames, utt_pad_proportion=0.071, over 21246.35 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:57:11,362 INFO [train.py:927] (5/8) Epoch 15, batch 24200, giga_loss[loss=0.2647, simple_loss=0.3333, pruned_loss=0.09808, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0688, over 212.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3107, pruned_loss=0.07419, over 2473782.08 frames. utt_duration=494 frames, utt_pad_proportion=0.06869, over 20089.94 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2883, pruned_loss=0.06275, over 2468357.46 frames. utt_duration=1215 frames, utt_pad_proportion=0.07158, over 8137.06 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3129, pruned_loss=0.0755, over 2474426.17 frames. utt_duration=467 frames, utt_pad_proportion=0.06902, over 21258.56 utterances.], batch size: 212, lr: 2.58e-04
2022-08-30 13:58:57,382 INFO [train.py:927] (5/8) Epoch 15, batch 24250, giga_loss[loss=0.2194, simple_loss=0.3045, pruned_loss=0.06713, over 12394.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03201, over 122.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3098, pruned_loss=0.07362, over 2473642.23 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07021, over 19672.82 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2882, pruned_loss=0.06275, over 2468423.26 frames. utt_duration=1210 frames, utt_pad_proportion=0.07378, over 8173.35 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3123, pruned_loss=0.07497, over 2474227.89 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06967, over 20891.77 utterances.], batch size: 122, lr: 2.58e-04
2022-08-30 14:00:40,865 INFO [train.py:927] (5/8) Epoch 15, batch 24300, giga_loss[loss=0.2159, simple_loss=0.3076, pruned_loss=0.0621, over 12456.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3096, pruned_loss=0.07325, over 2473639.07 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07232, over 20110.24 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2879, pruned_loss=0.06267, over 2468065.60 frames. utt_duration=1210 frames, utt_pad_proportion=0.0734, over 8171.21 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3123, pruned_loss=0.07464, over 2474552.10 frames. utt_duration=465 frames, utt_pad_proportion=0.07189, over 21350.80 utterances.], batch size: 75, lr: 2.58e-04
2022-08-30 14:02:28,598 INFO [train.py:927] (5/8) Epoch 15, batch 24350, giga_loss[loss=0.2165, simple_loss=0.2909, pruned_loss=0.07109, over 12353.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03184, over 51.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07239, over 2473023.93 frames. utt_duration=500 frames, utt_pad_proportion=0.06916, over 19839.59 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2878, pruned_loss=0.06267, over 2467889.50 frames. utt_duration=1213 frames, utt_pad_proportion=0.07259, over 8148.74 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3103, pruned_loss=0.07363, over 2473985.78 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06926, over 21008.02 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 14:04:12,555 INFO [train.py:927] (5/8) Epoch 15, batch 24400, libri_loss[loss=0.2337, simple_loss=0.3194, pruned_loss=0.07405, over 12271.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008175, over 37.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3072, pruned_loss=0.07277, over 2473755.11 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07339, over 20526.88 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2882, pruned_loss=0.06287, over 2467912.00 frames. utt_duration=1213 frames, utt_pad_proportion=0.07146, over 8149.07 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3093, pruned_loss=0.0738, over 2474644.50 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07362, over 21724.49 utterances.], batch size: 37, lr: 2.58e-04
2022-08-30 14:05:55,666 INFO [train.py:927] (5/8) Epoch 15, batch 24450, giga_loss[loss=0.2417, simple_loss=0.3164, pruned_loss=0.08346, over 12377.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3056, pruned_loss=0.07229, over 2474251.37 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07337, over 20190.69 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06297, over 2468089.06 frames. utt_duration=1216 frames, utt_pad_proportion=0.0697, over 8128.34 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3076, pruned_loss=0.07332, over 2474991.27 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07421, over 21553.83 utterances.], batch size: 146, lr: 2.58e-04
2022-08-30 14:07:40,116 INFO [train.py:927] (5/8) Epoch 15, batch 24500, giga_loss[loss=0.2557, simple_loss=0.3291, pruned_loss=0.09116, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3057, pruned_loss=0.07244, over 2474210.37 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07045, over 20606.11 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06295, over 2467784.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.06815, over 8093.84 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07354, over 2475235.40 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0718, over 22062.49 utterances.], batch size: 146, lr: 2.58e-04
2022-08-30 14:09:20,870 INFO [train.py:927] (5/8) Epoch 15, batch 24550, libri_loss[loss=0.231, simple_loss=0.3135, pruned_loss=0.07424, over 12475.00 frames. utt_duration=961.1 frames, utt_pad_proportion=0.07047, over 52.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3055, pruned_loss=0.07155, over 2473854.10 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06802, over 20075.76 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2885, pruned_loss=0.06302, over 2467862.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.06746, over 8097.06 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.07251, over 2474682.96 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06949, over 21441.47 utterances.], batch size: 52, lr: 2.58e-04
2022-08-30 14:11:06,160 INFO [train.py:927] (5/8) Epoch 15, batch 24600, giga_loss[loss=0.2827, simple_loss=0.3502, pruned_loss=0.1076, over 12419.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07183, over 212.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07196, over 2473738.14 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07232, over 19962.32 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2887, pruned_loss=0.0632, over 2467674.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.06693, over 8102.32 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3077, pruned_loss=0.07277, over 2474713.24 frames. utt_duration=466 frames, utt_pad_proportion=0.07344, over 21310.51 utterances.], batch size: 212, lr: 2.58e-04
2022-08-30 14:12:50,633 INFO [train.py:927] (5/8) Epoch 15, batch 24650, giga_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.08404, over 12436.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04749, over 147.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3062, pruned_loss=0.07278, over 2473288.76 frames. utt_duration=506.7 frames, utt_pad_proportion=0.07101, over 19580.86 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2878, pruned_loss=0.06293, over 2467371.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06515, over 8051.01 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.309, pruned_loss=0.07401, over 2474584.71 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07274, over 21148.53 utterances.], batch size: 147, lr: 2.58e-04
2022-08-30 14:14:33,643 INFO [train.py:927] (5/8) Epoch 15, batch 24700, giga_loss[loss=0.2688, simple_loss=0.3487, pruned_loss=0.09449, over 12401.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05089, over 161.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3067, pruned_loss=0.07387, over 2474100.75 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06546, over 19316.59 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2881, pruned_loss=0.06307, over 2467633.12 frames. utt_duration=1228 frames, utt_pad_proportion=0.06438, over 8048.11 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3093, pruned_loss=0.07502, over 2475057.01 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06755, over 20889.40 utterances.], batch size: 161, lr: 2.58e-04
2022-08-30 14:16:19,642 INFO [train.py:927] (5/8) Epoch 15, batch 24750, giga_loss[loss=0.21, simple_loss=0.2951, pruned_loss=0.06244, over 12271.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.03802, over 51.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3067, pruned_loss=0.07442, over 2473810.43 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06891, over 19577.14 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2881, pruned_loss=0.06321, over 2467858.43 frames. utt_duration=1232 frames, utt_pad_proportion=0.06318, over 8019.29 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3091, pruned_loss=0.07545, over 2474502.86 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07078, over 21114.25 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 14:18:02,437 INFO [train.py:927] (5/8) Epoch 15, batch 24800, giga_loss[loss=0.1759, simple_loss=0.2738, pruned_loss=0.039, over 12470.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02975, over 75.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3066, pruned_loss=0.07261, over 2473884.09 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06645, over 19617.14 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2882, pruned_loss=0.06331, over 2468022.57 frames. utt_duration=1222 frames, utt_pad_proportion=0.06639, over 8089.74 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3087, pruned_loss=0.07351, over 2474397.40 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06699, over 20974.82 utterances.], batch size: 75, lr: 2.58e-04
2022-08-30 14:19:47,483 INFO [train.py:927] (5/8) Epoch 15, batch 24850, giga_loss[loss=0.2177, simple_loss=0.2844, pruned_loss=0.07553, over 12362.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3058, pruned_loss=0.07279, over 2473979.43 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06822, over 19974.29 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2881, pruned_loss=0.0632, over 2468134.47 frames. utt_duration=1226 frames, utt_pad_proportion=0.06539, over 8065.15 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3078, pruned_loss=0.07375, over 2474395.69 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06885, over 21270.50 utterances.], batch size: 366, lr: 2.58e-04
2022-08-30 14:21:30,168 INFO [train.py:927] (5/8) Epoch 15, batch 24900, giga_loss[loss=0.3239, simple_loss=0.3686, pruned_loss=0.1396, over 12375.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1115, over 260.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3066, pruned_loss=0.07368, over 2474560.16 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07033, over 20292.15 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.288, pruned_loss=0.06312, over 2468198.96 frames. utt_duration=1227 frames, utt_pad_proportion=0.065, over 8057.19 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3086, pruned_loss=0.07464, over 2474938.83 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07087, over 21485.36 utterances.], batch size: 260, lr: 2.58e-04
2022-08-30 14:23:16,129 INFO [train.py:927] (5/8) Epoch 15, batch 24950, giga_loss[loss=0.22, simple_loss=0.3137, pruned_loss=0.06309, over 12415.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02829, over 62.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3109, pruned_loss=0.07487, over 2475348.14 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07448, over 21434.39 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2884, pruned_loss=0.06328, over 2468562.15 frames. utt_duration=1217 frames, utt_pad_proportion=0.06806, over 8125.93 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3125, pruned_loss=0.0757, over 2475432.20 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07383, over 22564.70 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 14:25:00,749 INFO [train.py:927] (5/8) Epoch 15, batch 25000, giga_loss[loss=0.2255, simple_loss=0.3052, pruned_loss=0.07286, over 12391.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03542, over 80.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3129, pruned_loss=0.07594, over 2475616.41 frames. utt_duration=461 frames, utt_pad_proportion=0.07472, over 21547.24 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2886, pruned_loss=0.06359, over 2468587.23 frames. utt_duration=1205 frames, utt_pad_proportion=0.07221, over 8204.77 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3143, pruned_loss=0.07648, over 2475752.88 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07291, over 22549.96 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 14:26:45,162 INFO [train.py:927] (5/8) Epoch 15, batch 25050, giga_loss[loss=0.2215, simple_loss=0.3028, pruned_loss=0.07007, over 12401.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02578, over 91.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3121, pruned_loss=0.07583, over 2475247.53 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07448, over 21182.48 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2884, pruned_loss=0.0632, over 2468730.64 frames. utt_duration=1211 frames, utt_pad_proportion=0.07035, over 8165.33 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3143, pruned_loss=0.07701, over 2475436.21 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07363, over 22439.99 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 14:28:31,207 INFO [train.py:927] (5/8) Epoch 15, batch 25100, giga_loss[loss=0.1882, simple_loss=0.2758, pruned_loss=0.05028, over 12375.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03032, over 62.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.0749, over 2475316.52 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07248, over 20877.00 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.288, pruned_loss=0.063, over 2468458.86 frames. utt_duration=1217 frames, utt_pad_proportion=0.06894, over 8126.33 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3128, pruned_loss=0.07643, over 2475917.69 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0724, over 22335.97 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 14:30:18,523 INFO [train.py:927] (5/8) Epoch 15, batch 25150, giga_loss[loss=0.2131, simple_loss=0.2891, pruned_loss=0.06859, over 12344.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03429, over 62.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3086, pruned_loss=0.07486, over 2475241.46 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07401, over 20915.02 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2875, pruned_loss=0.06274, over 2468116.60 frames. utt_duration=1221 frames, utt_pad_proportion=0.06796, over 8094.03 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3116, pruned_loss=0.07652, over 2476157.05 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07422, over 22338.91 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 14:32:04,760 INFO [train.py:927] (5/8) Epoch 15, batch 25200, libri_loss[loss=0.2157, simple_loss=0.2971, pruned_loss=0.0672, over 12237.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005562, over 31.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3087, pruned_loss=0.0755, over 2475644.62 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07641, over 21746.60 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2876, pruned_loss=0.06277, over 2468013.02 frames. utt_duration=1223 frames, utt_pad_proportion=0.06772, over 8084.56 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3111, pruned_loss=0.07684, over 2476502.75 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07654, over 22938.52 utterances.], batch size: 31, lr: 2.58e-04
2022-08-30 14:33:50,871 INFO [train.py:927] (5/8) Epoch 15, batch 25250, giga_loss[loss=0.2081, simple_loss=0.2982, pruned_loss=0.05901, over 12373.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02779, over 70.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3078, pruned_loss=0.07498, over 2475244.62 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07114, over 20868.85 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2876, pruned_loss=0.06281, over 2467990.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.06719, over 8061.36 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.31, pruned_loss=0.07616, over 2476044.79 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07169, over 22003.95 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 14:35:37,678 INFO [train.py:927] (5/8) Epoch 15, batch 25300, giga_loss[loss=0.2052, simple_loss=0.2912, pruned_loss=0.05964, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02706, over 45.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3099, pruned_loss=0.07577, over 2474290.70 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06987, over 20615.51 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2877, pruned_loss=0.06283, over 2468055.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06641, over 8052.52 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3118, pruned_loss=0.07686, over 2474947.56 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07065, over 21692.22 utterances.], batch size: 45, lr: 2.58e-04
2022-08-30 14:37:26,799 INFO [train.py:927] (5/8) Epoch 15, batch 25350, giga_loss[loss=0.2174, simple_loss=0.3191, pruned_loss=0.05782, over 12354.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03243, over 58.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.07672, over 2474649.99 frames. utt_duration=471.6 frames, utt_pad_proportion=0.0708, over 21054.52 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2878, pruned_loss=0.06291, over 2468172.22 frames. utt_duration=1227 frames, utt_pad_proportion=0.06633, over 8057.30 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.07776, over 2475195.38 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07143, over 22142.10 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 14:39:13,459 INFO [train.py:927] (5/8) Epoch 15, batch 25400, giga_loss[loss=0.2489, simple_loss=0.3361, pruned_loss=0.08086, over 12397.00 frames. utt_duration=478.2 frames, utt_pad_proportion=0.03196, over 104.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3147, pruned_loss=0.07734, over 2474510.27 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07553, over 21552.40 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2879, pruned_loss=0.06308, over 2468223.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.0662, over 8073.90 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3165, pruned_loss=0.07832, over 2475020.61 frames. utt_duration=438 frames, utt_pad_proportion=0.07587, over 22680.53 utterances.], batch size: 104, lr: 2.58e-04
2022-08-30 14:40:58,568 INFO [train.py:927] (5/8) Epoch 15, batch 25450, giga_loss[loss=0.26, simple_loss=0.3385, pruned_loss=0.09075, over 12447.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03582, over 123.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3172, pruned_loss=0.07896, over 2475005.35 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07371, over 21324.25 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.288, pruned_loss=0.06314, over 2468262.88 frames. utt_duration=1223 frames, utt_pad_proportion=0.06605, over 8079.53 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3187, pruned_loss=0.07974, over 2475398.27 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07413, over 22262.80 utterances.], batch size: 123, lr: 2.58e-04
2022-08-30 14:42:43,527 INFO [train.py:927] (5/8) Epoch 15, batch 25500, giga_loss[loss=0.2273, simple_loss=0.3119, pruned_loss=0.07136, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04118, over 34.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3189, pruned_loss=0.08196, over 2474726.25 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08459, over 22799.41 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2881, pruned_loss=0.06323, over 2468787.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.06527, over 8070.10 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3208, pruned_loss=0.083, over 2474724.81 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08491, over 23960.71 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:44:28,025 INFO [train.py:927] (5/8) Epoch 15, batch 25550, libri_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06498, over 12461.00 frames. utt_duration=960.2 frames, utt_pad_proportion=0.07142, over 52.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3175, pruned_loss=0.07968, over 2475578.21 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08594, over 22482.16 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2885, pruned_loss=0.06339, over 2468951.34 frames. utt_duration=1214 frames, utt_pad_proportion=0.06863, over 8144.23 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3194, pruned_loss=0.08075, over 2475567.68 frames. utt_duration=419.6 frames, utt_pad_proportion=0.08518, over 23680.66 utterances.], batch size: 52, lr: 2.58e-04
2022-08-30 14:46:14,579 INFO [train.py:927] (5/8) Epoch 15, batch 25600, libri_loss[loss=0.2227, simple_loss=0.3077, pruned_loss=0.06882, over 12298.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005694, over 35.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3167, pruned_loss=0.07809, over 2475175.63 frames. utt_duration=467 frames, utt_pad_proportion=0.08291, over 21265.96 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2889, pruned_loss=0.0636, over 2468730.99 frames. utt_duration=1210 frames, utt_pad_proportion=0.07088, over 8174.23 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.319, pruned_loss=0.07933, over 2475623.14 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08192, over 22700.16 utterances.], batch size: 35, lr: 2.58e-04
2022-08-30 14:47:59,719 INFO [train.py:927] (5/8) Epoch 15, batch 25650, giga_loss[loss=0.2834, simple_loss=0.3456, pruned_loss=0.1106, over 12422.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04206, over 146.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3155, pruned_loss=0.07754, over 2474942.72 frames. utt_duration=478.1 frames, utt_pad_proportion=0.08008, over 20771.07 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.06379, over 2468787.01 frames. utt_duration=1202 frames, utt_pad_proportion=0.07432, over 8226.35 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3176, pruned_loss=0.07869, over 2475372.58 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07847, over 22154.06 utterances.], batch size: 146, lr: 2.58e-04
2022-08-30 14:49:45,584 INFO [train.py:927] (5/8) Epoch 15, batch 25700, giga_loss[loss=0.2656, simple_loss=0.3402, pruned_loss=0.09546, over 12381.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03971, over 113.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3151, pruned_loss=0.07881, over 2474208.97 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08622, over 22352.38 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06367, over 2468394.27 frames. utt_duration=1209 frames, utt_pad_proportion=0.07269, over 8178.22 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3179, pruned_loss=0.08033, over 2475099.48 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08528, over 23945.63 utterances.], batch size: 113, lr: 2.58e-04
2022-08-30 14:51:30,366 INFO [train.py:927] (5/8) Epoch 15, batch 25750, giga_loss[loss=0.1925, simple_loss=0.2833, pruned_loss=0.05085, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03126, over 58.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3128, pruned_loss=0.07821, over 2474071.21 frames. utt_duration=441 frames, utt_pad_proportion=0.08739, over 22514.92 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2891, pruned_loss=0.06382, over 2468314.75 frames. utt_duration=1211 frames, utt_pad_proportion=0.07172, over 8161.81 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3154, pruned_loss=0.07954, over 2474961.58 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08693, over 24039.64 utterances.], batch size: 58, lr: 2.57e-04
2022-08-30 14:53:11,778 INFO [train.py:927] (5/8) Epoch 15, batch 25800, giga_loss[loss=0.2391, simple_loss=0.3227, pruned_loss=0.07775, over 12357.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03525, over 104.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3111, pruned_loss=0.07717, over 2474759.16 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08232, over 21936.37 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.289, pruned_loss=0.06381, over 2468416.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.06989, over 8129.76 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3139, pruned_loss=0.07869, over 2475565.96 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08298, over 23642.36 utterances.], batch size: 104, lr: 2.57e-04
2022-08-30 14:54:54,522 INFO [train.py:927] (5/8) Epoch 15, batch 25850, giga_loss[loss=0.2096, simple_loss=0.2957, pruned_loss=0.06176, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03197, over 62.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3083, pruned_loss=0.07375, over 2475039.42 frames. utt_duration=463 frames, utt_pad_proportion=0.07478, over 21451.09 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.06385, over 2468540.95 frames. utt_duration=1218 frames, utt_pad_proportion=0.06884, over 8117.18 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3108, pruned_loss=0.07513, over 2475686.67 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07618, over 23069.87 utterances.], batch size: 62, lr: 2.57e-04
2022-08-30 14:56:42,603 INFO [train.py:927] (5/8) Epoch 15, batch 25900, giga_loss[loss=0.1958, simple_loss=0.2764, pruned_loss=0.0576, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03101, over 97.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07359, over 2474405.35 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07646, over 21714.09 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.29, pruned_loss=0.06403, over 2468063.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.07135, over 8160.64 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07484, over 2475571.50 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07665, over 23403.45 utterances.], batch size: 97, lr: 2.57e-04
2022-08-30 14:58:26,777 INFO [train.py:927] (5/8) Epoch 15, batch 25950, giga_loss[loss=0.2138, simple_loss=0.2921, pruned_loss=0.0678, over 12355.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.05468, over 34.00 utterances.], tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07296, over 2474766.70 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07093, over 20585.82 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2898, pruned_loss=0.06407, over 2468035.20 frames. utt_duration=1214 frames, utt_pad_proportion=0.07099, over 8139.07 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3078, pruned_loss=0.07399, over 2475775.65 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07156, over 22056.38 utterances.], batch size: 34, lr: 2.57e-04
2022-08-30 15:00:09,958 INFO [train.py:927] (5/8) Epoch 15, batch 26000, giga_loss[loss=0.2227, simple_loss=0.3048, pruned_loss=0.07034, over 12345.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03376, over 62.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3068, pruned_loss=0.07352, over 2475402.76 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07422, over 20940.11 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06404, over 2467956.47 frames. utt_duration=1216 frames, utt_pad_proportion=0.06979, over 8129.48 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3088, pruned_loss=0.07466, over 2476498.83 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0749, over 22526.57 utterances.], batch size: 62, lr: 2.57e-04
2022-08-30 15:01:53,633 INFO [train.py:927] (5/8) Epoch 15, batch 26050, giga_loss[loss=0.2917, simple_loss=0.3404, pruned_loss=0.1214, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3066, pruned_loss=0.07381, over 2475059.69 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07729, over 21211.84 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2896, pruned_loss=0.06398, over 2467889.53 frames. utt_duration=1220 frames, utt_pad_proportion=0.06905, over 8104.70 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3086, pruned_loss=0.07489, over 2476101.85 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0779, over 22663.46 utterances.], batch size: 258, lr: 2.57e-04
2022-08-30 15:03:39,223 INFO [train.py:927] (5/8) Epoch 15, batch 26100, giga_loss[loss=0.2301, simple_loss=0.314, pruned_loss=0.07307, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02716, over 45.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3086, pruned_loss=0.07493, over 2474635.75 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07898, over 21637.95 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2896, pruned_loss=0.064, over 2467999.45 frames. utt_duration=1214 frames, utt_pad_proportion=0.06964, over 8144.41 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3104, pruned_loss=0.07594, over 2475488.67 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07926, over 22983.82 utterances.], batch size: 45, lr: 2.57e-04
2022-08-30 15:05:25,985 INFO [train.py:927] (5/8) Epoch 15, batch 26150, giga_loss[loss=0.2413, simple_loss=0.3185, pruned_loss=0.08204, over 12429.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3098, pruned_loss=0.07606, over 2474720.31 frames. utt_duration=448.2 frames, utt_pad_proportion=0.08093, over 22159.64 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2896, pruned_loss=0.06399, over 2468263.44 frames. utt_duration=1213 frames, utt_pad_proportion=0.06883, over 8146.84 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3117, pruned_loss=0.07713, over 2475322.15 frames. utt_duration=421.9 frames, utt_pad_proportion=0.08141, over 23549.34 utterances.], batch size: 105, lr: 2.57e-04
2022-08-30 15:07:15,542 INFO [train.py:927] (5/8) Epoch 15, batch 26200, giga_loss[loss=0.2019, simple_loss=0.3008, pruned_loss=0.05147, over 12426.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06184, over 183.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3104, pruned_loss=0.07553, over 2474698.04 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08787, over 23287.34 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2898, pruned_loss=0.06409, over 2468143.09 frames. utt_duration=1212 frames, utt_pad_proportion=0.06839, over 8158.64 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3121, pruned_loss=0.0765, over 2475387.39 frames. utt_duration=403.5 frames, utt_pad_proportion=0.08808, over 24626.29 utterances.], batch size: 183, lr: 2.57e-04
2022-08-30 15:09:05,049 INFO [train.py:927] (5/8) Epoch 15, batch 26250, giga_loss[loss=0.2753, simple_loss=0.334, pruned_loss=0.1083, over 12377.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.07483, over 2474794.73 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08685, over 22789.54 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2903, pruned_loss=0.06428, over 2468131.80 frames. utt_duration=1201 frames, utt_pad_proportion=0.07188, over 8229.08 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3107, pruned_loss=0.0755, over 2475407.28 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08602, over 23909.55 utterances.], batch size: 258, lr: 2.57e-04
2022-08-30 15:10:52,784 INFO [train.py:927] (5/8) Epoch 15, batch 26300, giga_loss[loss=0.2765, simple_loss=0.3331, pruned_loss=0.11, over 12406.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07531, over 2475614.62 frames. utt_duration=437.6 frames, utt_pad_proportion=0.08455, over 22701.60 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2901, pruned_loss=0.06431, over 2468380.76 frames. utt_duration=1204 frames, utt_pad_proportion=0.07137, over 8210.85 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.31, pruned_loss=0.07591, over 2475943.52 frames. utt_duration=419 frames, utt_pad_proportion=0.08416, over 23720.95 utterances.], batch size: 260, lr: 2.57e-04
2022-08-30 15:12:36,846 INFO [train.py:927] (5/8) Epoch 15, batch 26350, libri_loss[loss=0.1974, simple_loss=0.2828, pruned_loss=0.05603, over 12291.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005838, over 32.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3085, pruned_loss=0.07543, over 2475732.43 frames. utt_duration=449.2 frames, utt_pad_proportion=0.0832, over 22116.75 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2904, pruned_loss=0.06446, over 2468089.43 frames. utt_duration=1196 frames, utt_pad_proportion=0.07424, over 8261.48 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.07601, over 2476406.77 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08203, over 23197.08 utterances.], batch size: 32, lr: 2.57e-04
2022-08-30 15:14:22,117 INFO [train.py:927] (5/8) Epoch 15, batch 26400, libri_loss[loss=0.1959, simple_loss=0.2792, pruned_loss=0.0563, over 12358.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004947, over 33.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3093, pruned_loss=0.07612, over 2475316.91 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07936, over 21414.73 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2904, pruned_loss=0.06451, over 2468196.09 frames. utt_duration=1198 frames, utt_pad_proportion=0.07368, over 8251.87 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3103, pruned_loss=0.07664, over 2475813.36 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07877, over 22403.76 utterances.], batch size: 33, lr: 2.57e-04
2022-08-30 15:16:05,225 INFO [train.py:927] (5/8) Epoch 15, batch 26450, giga_loss[loss=0.2324, simple_loss=0.3137, pruned_loss=0.07552, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3097, pruned_loss=0.07643, over 2475244.60 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07921, over 21368.81 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2906, pruned_loss=0.06459, over 2468363.99 frames. utt_duration=1197 frames, utt_pad_proportion=0.07312, over 8256.16 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3105, pruned_loss=0.07692, over 2475584.60 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07895, over 22313.40 utterances.], batch size: 97, lr: 2.57e-04
2022-08-30 15:17:49,423 INFO [train.py:927] (5/8) Epoch 15, batch 26500, giga_loss[loss=0.2678, simple_loss=0.3329, pruned_loss=0.1014, over 12397.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09989, over 257.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3109, pruned_loss=0.0781, over 2475344.45 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08991, over 22912.17 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.291, pruned_loss=0.06473, over 2468413.38 frames. utt_duration=1189 frames, utt_pad_proportion=0.07616, over 8316.72 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3115, pruned_loss=0.07857, over 2475722.78 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08837, over 23849.53 utterances.], batch size: 257, lr: 2.57e-04
2022-08-30 15:19:35,545 INFO [train.py:927] (5/8) Epoch 15, batch 26550, giga_loss[loss=0.1982, simple_loss=0.2926, pruned_loss=0.05193, over 12289.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.05201, over 26.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3103, pruned_loss=0.07716, over 2474830.77 frames. utt_duration=447.2 frames, utt_pad_proportion=0.0898, over 22208.60 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2914, pruned_loss=0.06465, over 2468283.79 frames. utt_duration=1196 frames, utt_pad_proportion=0.07417, over 8268.81 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3112, pruned_loss=0.07809, over 2475527.33 frames. utt_duration=422 frames, utt_pad_proportion=0.08935, over 23545.93 utterances.], batch size: 26, lr: 2.57e-04
2022-08-30 15:21:17,135 INFO [train.py:927] (5/8) Epoch 15, batch 26600, giga_loss[loss=0.2276, simple_loss=0.3026, pruned_loss=0.07626, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02952, over 58.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3103, pruned_loss=0.0771, over 2474874.13 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08572, over 21789.41 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.291, pruned_loss=0.0643, over 2468552.89 frames. utt_duration=1199 frames, utt_pad_proportion=0.073, over 8247.26 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.312, pruned_loss=0.07857, over 2475392.11 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08611, over 23331.21 utterances.], batch size: 58, lr: 2.57e-04
2022-08-30 15:22:59,256 INFO [train.py:927] (5/8) Epoch 15, batch 26650, giga_loss[loss=0.2386, simple_loss=0.3218, pruned_loss=0.0777, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02805, over 48.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3112, pruned_loss=0.07728, over 2475020.31 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08777, over 21412.09 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2917, pruned_loss=0.06474, over 2468901.09 frames. utt_duration=1159 frames, utt_pad_proportion=0.0856, over 8532.78 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3127, pruned_loss=0.0786, over 2475361.46 frames. utt_duration=433 frames, utt_pad_proportion=0.08385, over 22943.70 utterances.], batch size: 48, lr: 2.57e-04
2022-08-30 15:23:46,982 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-30 15:26:15,858 INFO [train.py:927] (5/8) Epoch 16, batch 50, giga_loss[loss=0.2312, simple_loss=0.3214, pruned_loss=0.0705, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03616, over 30.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3071, pruned_loss=0.06232, over 547153.87 frames. utt_duration=607.7 frames, utt_pad_proportion=0.059, over 3610.47 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2886, pruned_loss=0.05686, over 49019.26 frames. utt_duration=1374 frames, utt_pad_proportion=0.01638, over 142.80 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3088, pruned_loss=0.06283, over 508227.58 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06052, over 3513.12 utterances.], batch size: 30, lr: 2.51e-04
2022-08-30 15:27:58,494 INFO [train.py:927] (5/8) Epoch 16, batch 100, libri_loss[loss=0.2322, simple_loss=0.3215, pruned_loss=0.07146, over 12374.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03968, over 46.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2873, pruned_loss=0.0563, over 973933.90 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06344, over 7010.23 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.285, pruned_loss=0.05591, over 132193.25 frames. utt_duration=1413 frames, utt_pad_proportion=0.01651, over 374.61 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2879, pruned_loss=0.05644, over 889374.10 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 6877.67 utterances.], batch size: 46, lr: 2.51e-04
2022-08-30 15:29:41,667 INFO [train.py:927] (5/8) Epoch 16, batch 150, giga_loss[loss=0.14, simple_loss=0.2232, pruned_loss=0.02839, over 12401.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04104, over 40.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2723, pruned_loss=0.04933, over 1307163.55 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06721, over 9766.20 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2818, pruned_loss=0.05347, over 166886.75 frames. utt_duration=1429 frames, utt_pad_proportion=0.01434, over 467.52 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2719, pruned_loss=0.04919, over 1222903.58 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06903, over 9692.09 utterances.], batch size: 40, lr: 2.51e-04
2022-08-30 15:31:24,564 INFO [train.py:927] (5/8) Epoch 16, batch 200, giga_loss[loss=0.1567, simple_loss=0.2416, pruned_loss=0.03592, over 12385.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02805, over 85.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2645, pruned_loss=0.04712, over 1565814.10 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06574, over 11866.95 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2766, pruned_loss=0.05263, over 268389.11 frames. utt_duration=1472 frames, utt_pad_proportion=0.01365, over 729.89 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2637, pruned_loss=0.04667, over 1455566.83 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06816, over 12014.20 utterances.], batch size: 85, lr: 2.51e-04
2022-08-30 15:33:05,853 INFO [train.py:927] (5/8) Epoch 16, batch 250, giga_loss[loss=0.1587, simple_loss=0.251, pruned_loss=0.03318, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03846, over 133.00 utterances.], tot_loss[loss=0.1747, simple_loss=0.2593, pruned_loss=0.04504, over 1766559.80 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07117, over 13952.63 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2782, pruned_loss=0.05338, over 311859.84 frames. utt_duration=1249 frames, utt_pad_proportion=0.08608, over 999.79 utterances.], giga_tot_loss[loss=0.1732, simple_loss=0.2577, pruned_loss=0.0443, over 1664990.34 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06911, over 14050.54 utterances.], batch size: 133, lr: 2.51e-04
2022-08-30 15:34:48,067 INFO [train.py:927] (5/8) Epoch 16, batch 300, giga_loss[loss=0.1679, simple_loss=0.2461, pruned_loss=0.04483, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03366, over 51.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.2554, pruned_loss=0.04319, over 1923434.80 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06699, over 14599.73 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2796, pruned_loss=0.05347, over 354512.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.07705, over 1130.89 utterances.], giga_tot_loss[loss=0.169, simple_loss=0.2534, pruned_loss=0.04234, over 1831845.12 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06593, over 14791.43 utterances.], batch size: 51, lr: 2.51e-04
2022-08-30 15:36:27,905 INFO [train.py:927] (5/8) Epoch 16, batch 350, giga_loss[loss=0.1541, simple_loss=0.2344, pruned_loss=0.03687, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.1692, simple_loss=0.2536, pruned_loss=0.0424, over 2045391.03 frames. utt_duration=518 frames, utt_pad_proportion=0.07019, over 15840.39 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2791, pruned_loss=0.05264, over 436998.29 frames. utt_duration=1229 frames, utt_pad_proportion=0.08729, over 1424.48 utterances.], giga_tot_loss[loss=0.1669, simple_loss=0.2509, pruned_loss=0.04141, over 1954443.48 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06848, over 16245.84 utterances.], batch size: 133, lr: 2.51e-04
2022-08-30 15:38:06,779 INFO [train.py:927] (5/8) Epoch 16, batch 400, giga_loss[loss=0.148, simple_loss=0.2307, pruned_loss=0.03269, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.1663, simple_loss=0.2502, pruned_loss=0.04116, over 2140013.39 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06959, over 16143.07 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2797, pruned_loss=0.05261, over 477467.37 frames. utt_duration=1234 frames, utt_pad_proportion=0.08145, over 1548.96 utterances.], giga_tot_loss[loss=0.1639, simple_loss=0.2474, pruned_loss=0.04015, over 2061001.99 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06859, over 16599.48 utterances.], batch size: 74, lr: 2.51e-04
2022-08-30 15:39:47,160 INFO [train.py:927] (5/8) Epoch 16, batch 450, giga_loss[loss=0.1476, simple_loss=0.2242, pruned_loss=0.0355, over 12458.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02906, over 43.00 utterances.], tot_loss[loss=0.1643, simple_loss=0.2479, pruned_loss=0.04029, over 2213895.05 frames. utt_duration=536.3 frames, utt_pad_proportion=0.0684, over 16557.92 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2821, pruned_loss=0.05288, over 546358.44 frames. utt_duration=1175 frames, utt_pad_proportion=0.09004, over 1862.38 utterances.], giga_tot_loss[loss=0.161, simple_loss=0.2441, pruned_loss=0.039, over 2140876.23 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0665, over 17102.11 utterances.], batch size: 43, lr: 2.51e-04
2022-08-30 15:41:29,586 INFO [train.py:927] (5/8) Epoch 16, batch 500, giga_loss[loss=0.203, simple_loss=0.2871, pruned_loss=0.05951, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.17, simple_loss=0.2538, pruned_loss=0.04315, over 2272195.96 frames. utt_duration=516.3 frames, utt_pad_proportion=0.0728, over 17653.11 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2809, pruned_loss=0.05214, over 584394.69 frames. utt_duration=1195 frames, utt_pad_proportion=0.08461, over 1958.48 utterances.], giga_tot_loss[loss=0.1675, simple_loss=0.2506, pruned_loss=0.04218, over 2210312.44 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07173, over 18272.11 utterances.], batch size: 37, lr: 2.51e-04
2022-08-30 15:43:09,528 INFO [train.py:927] (5/8) Epoch 16, batch 550, giga_loss[loss=0.2022, simple_loss=0.3004, pruned_loss=0.05199, over 12423.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03226, over 75.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2641, pruned_loss=0.04732, over 2316056.02 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06961, over 17541.44 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2791, pruned_loss=0.05139, over 640421.53 frames. utt_duration=1222 frames, utt_pad_proportion=0.07738, over 2097.97 utterances.], giga_tot_loss[loss=0.1775, simple_loss=0.2617, pruned_loss=0.04665, over 2261569.97 frames. utt_duration=495 frames, utt_pad_proportion=0.06946, over 18330.43 utterances.], batch size: 75, lr: 2.51e-04
2022-08-30 15:44:52,194 INFO [train.py:927] (5/8) Epoch 16, batch 600, giga_loss[loss=0.1853, simple_loss=0.2756, pruned_loss=0.04752, over 12412.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04105, over 26.00 utterances.], tot_loss[loss=0.1846, simple_loss=0.271, pruned_loss=0.04912, over 2349647.19 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06456, over 17164.23 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2789, pruned_loss=0.05128, over 658443.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.07524, over 2142.87 utterances.], giga_tot_loss[loss=0.1833, simple_loss=0.2692, pruned_loss=0.04865, over 2305810.90 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06482, over 17881.58 utterances.], batch size: 26, lr: 2.51e-04
2022-08-30 15:46:38,534 INFO [train.py:927] (5/8) Epoch 16, batch 650, libri_loss[loss=0.2148, simple_loss=0.3001, pruned_loss=0.06475, over 12333.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005096, over 36.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2766, pruned_loss=0.05132, over 2377301.28 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06215, over 17673.24 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2797, pruned_loss=0.05143, over 703066.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.07012, over 2258.18 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.275, pruned_loss=0.05091, over 2340153.57 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06293, over 18505.65 utterances.], batch size: 36, lr: 2.51e-04
2022-08-30 15:48:23,083 INFO [train.py:927] (5/8) Epoch 16, batch 700, giga_loss[loss=0.2381, simple_loss=0.3214, pruned_loss=0.07737, over 12364.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06571, over 183.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2817, pruned_loss=0.05416, over 2399392.61 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05971, over 18328.29 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2802, pruned_loss=0.05153, over 738209.92 frames. utt_duration=1240 frames, utt_pad_proportion=0.06943, over 2383.82 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2803, pruned_loss=0.05388, over 2368380.55 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06042, over 19162.94 utterances.], batch size: 183, lr: 2.51e-04
2022-08-30 15:50:06,398 INFO [train.py:927] (5/8) Epoch 16, batch 750, giga_loss[loss=0.2094, simple_loss=0.3057, pruned_loss=0.05653, over 12421.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03754, over 123.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2875, pruned_loss=0.05722, over 2416168.63 frames. utt_duration=506 frames, utt_pad_proportion=0.06365, over 19156.71 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2797, pruned_loss=0.05133, over 746915.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.06862, over 2402.90 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2866, pruned_loss=0.05713, over 2391592.51 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06414, over 19871.19 utterances.], batch size: 123, lr: 2.51e-04
2022-08-30 15:51:46,018 INFO [train.py:927] (5/8) Epoch 16, batch 800, libri_loss[loss=0.1684, simple_loss=0.2503, pruned_loss=0.04326, over 12228.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006395, over 31.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2894, pruned_loss=0.05693, over 2428312.23 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06106, over 18455.79 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2794, pruned_loss=0.05103, over 797659.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.08047, over 2632.14 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2891, pruned_loss=0.05711, over 2407630.81 frames. utt_duration=501.2 frames, utt_pad_proportion=0.05983, over 19271.97 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 15:53:30,284 INFO [train.py:927] (5/8) Epoch 16, batch 850, giga_loss[loss=0.18, simple_loss=0.2786, pruned_loss=0.04066, over 12420.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03951, over 123.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2895, pruned_loss=0.05564, over 2437706.25 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05811, over 17576.37 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2792, pruned_loss=0.05086, over 830687.35 frames. utt_duration=1214 frames, utt_pad_proportion=0.07977, over 2740.52 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05593, over 2420808.96 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05715, over 18405.77 utterances.], batch size: 123, lr: 2.51e-04
2022-08-30 15:55:10,931 INFO [train.py:927] (5/8) Epoch 16, batch 900, giga_loss[loss=0.2332, simple_loss=0.3098, pruned_loss=0.07832, over 12405.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.038, over 105.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2895, pruned_loss=0.05522, over 2445209.32 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05776, over 16958.32 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2797, pruned_loss=0.05091, over 887452.39 frames. utt_duration=1226 frames, utt_pad_proportion=0.07412, over 2898.08 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2897, pruned_loss=0.05559, over 2430491.91 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05753, over 17940.00 utterances.], batch size: 105, lr: 2.51e-04
2022-08-30 15:56:55,496 INFO [train.py:927] (5/8) Epoch 16, batch 950, giga_loss[loss=0.2536, simple_loss=0.3219, pruned_loss=0.09268, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06894, over 211.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05788, over 2451467.28 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05462, over 16311.23 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2813, pruned_loss=0.05093, over 941904.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06982, over 3062.32 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2924, pruned_loss=0.05836, over 2439013.66 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05503, over 17385.81 utterances.], batch size: 211, lr: 2.51e-04
2022-08-30 15:58:36,225 INFO [train.py:927] (5/8) Epoch 16, batch 1000, giga_loss[loss=0.2172, simple_loss=0.2997, pruned_loss=0.06733, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2933, pruned_loss=0.05934, over 2456110.35 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05521, over 16758.15 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.281, pruned_loss=0.05088, over 972215.29 frames. utt_duration=1242 frames, utt_pad_proportion=0.06726, over 3134.47 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2936, pruned_loss=0.0599, over 2445969.10 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05578, over 17790.23 utterances.], batch size: 161, lr: 2.51e-04
2022-08-30 16:00:16,706 INFO [train.py:927] (5/8) Epoch 16, batch 1050, giga_loss[loss=0.2071, simple_loss=0.2979, pruned_loss=0.05812, over 12382.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2923, pruned_loss=0.0595, over 2459842.11 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05458, over 17227.99 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2807, pruned_loss=0.05086, over 1016347.09 frames. utt_duration=1255 frames, utt_pad_proportion=0.06377, over 3244.15 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.293, pruned_loss=0.06018, over 2451595.64 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0555, over 18326.26 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 16:02:02,084 INFO [train.py:927] (5/8) Epoch 16, batch 1100, giga_loss[loss=0.1844, simple_loss=0.276, pruned_loss=0.04635, over 12372.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0423, over 133.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.291, pruned_loss=0.05895, over 2464049.73 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06039, over 17668.45 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2816, pruned_loss=0.05132, over 1059803.81 frames. utt_duration=1206 frames, utt_pad_proportion=0.07834, over 3520.18 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2915, pruned_loss=0.05955, over 2456877.84 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05841, over 18669.46 utterances.], batch size: 133, lr: 2.51e-04
2022-08-30 16:03:45,669 INFO [train.py:927] (5/8) Epoch 16, batch 1150, giga_loss[loss=0.1849, simple_loss=0.2635, pruned_loss=0.05315, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.287, pruned_loss=0.05734, over 2466612.34 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06299, over 18663.25 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2807, pruned_loss=0.05085, over 1094593.32 frames. utt_duration=1218 frames, utt_pad_proportion=0.07519, over 3600.41 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2878, pruned_loss=0.05814, over 2460898.96 frames. utt_duration=501 frames, utt_pad_proportion=0.06177, over 19707.87 utterances.], batch size: 212, lr: 2.51e-04
2022-08-30 16:05:27,450 INFO [train.py:927] (5/8) Epoch 16, batch 1200, giga_loss[loss=0.18, simple_loss=0.2646, pruned_loss=0.04764, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04248, over 26.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2837, pruned_loss=0.05626, over 2468474.96 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07093, over 19867.53 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.281, pruned_loss=0.05078, over 1107933.86 frames. utt_duration=1222 frames, utt_pad_proportion=0.07391, over 3632.33 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2843, pruned_loss=0.05698, over 2464327.06 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06989, over 20809.78 utterances.], batch size: 26, lr: 2.51e-04
2022-08-30 16:07:09,206 INFO [train.py:927] (5/8) Epoch 16, batch 1250, giga_loss[loss=0.18, simple_loss=0.2723, pruned_loss=0.04386, over 12343.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03195, over 104.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2828, pruned_loss=0.05542, over 2469425.62 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06834, over 19300.35 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05017, over 1141380.33 frames. utt_duration=1234 frames, utt_pad_proportion=0.07115, over 3702.89 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2836, pruned_loss=0.05634, over 2466335.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06804, over 20340.19 utterances.], batch size: 104, lr: 2.51e-04
2022-08-30 16:08:49,110 INFO [train.py:927] (5/8) Epoch 16, batch 1300, giga_loss[loss=0.1816, simple_loss=0.2648, pruned_loss=0.04918, over 12202.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04219, over 28.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2806, pruned_loss=0.05472, over 2469597.39 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06638, over 17933.42 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2813, pruned_loss=0.05044, over 1187260.93 frames. utt_duration=1236 frames, utt_pad_proportion=0.06759, over 3847.31 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2808, pruned_loss=0.0555, over 2467036.65 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06686, over 19122.68 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 16:10:30,372 INFO [train.py:927] (5/8) Epoch 16, batch 1350, giga_loss[loss=0.1817, simple_loss=0.2711, pruned_loss=0.04618, over 12378.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2783, pruned_loss=0.05385, over 2470362.25 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06522, over 17426.15 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2815, pruned_loss=0.0506, over 1237846.64 frames. utt_duration=1230 frames, utt_pad_proportion=0.06644, over 4028.90 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2784, pruned_loss=0.05456, over 2468140.31 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06583, over 18714.07 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 16:12:11,639 INFO [train.py:927] (5/8) Epoch 16, batch 1400, giga_loss[loss=0.1986, simple_loss=0.2826, pruned_loss=0.05728, over 12393.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07771, over 213.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.276, pruned_loss=0.05369, over 2470705.70 frames. utt_duration=574 frames, utt_pad_proportion=0.06654, over 17261.09 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2811, pruned_loss=0.0507, over 1262231.02 frames. utt_duration=1216 frames, utt_pad_proportion=0.07231, over 4155.98 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2761, pruned_loss=0.05424, over 2469016.81 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06559, over 18395.10 utterances.], batch size: 213, lr: 2.51e-04
2022-08-30 16:13:55,395 INFO [train.py:927] (5/8) Epoch 16, batch 1450, giga_loss[loss=0.1842, simple_loss=0.2711, pruned_loss=0.04867, over 12439.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2726, pruned_loss=0.05236, over 2471997.34 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06392, over 17133.46 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2816, pruned_loss=0.05083, over 1280380.19 frames. utt_duration=1213 frames, utt_pad_proportion=0.07196, over 4228.12 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2723, pruned_loss=0.05276, over 2470568.35 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06334, over 18143.68 utterances.], batch size: 162, lr: 2.51e-04
2022-08-30 16:15:39,013 INFO [train.py:927] (5/8) Epoch 16, batch 1500, giga_loss[loss=0.2038, simple_loss=0.2851, pruned_loss=0.06128, over 12370.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06701, over 211.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2708, pruned_loss=0.05181, over 2471648.50 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06724, over 17476.43 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2817, pruned_loss=0.05093, over 1303779.61 frames. utt_duration=1216 frames, utt_pad_proportion=0.07038, over 4295.03 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2703, pruned_loss=0.0521, over 2470749.26 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06688, over 18446.79 utterances.], batch size: 211, lr: 2.51e-04
2022-08-30 16:17:22,859 INFO [train.py:927] (5/8) Epoch 16, batch 1550, giga_loss[loss=0.1771, simple_loss=0.2579, pruned_loss=0.04812, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03818, over 37.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2708, pruned_loss=0.05215, over 2471201.44 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06669, over 17035.14 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2816, pruned_loss=0.05083, over 1326872.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06844, over 4344.74 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2703, pruned_loss=0.05244, over 2470552.34 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06683, over 17989.24 utterances.], batch size: 37, lr: 2.51e-04
2022-08-30 16:19:06,519 INFO [train.py:927] (5/8) Epoch 16, batch 1600, libri_loss[loss=0.1608, simple_loss=0.2387, pruned_loss=0.04143, over 12223.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008408, over 29.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2748, pruned_loss=0.05421, over 2471741.12 frames. utt_duration=593.8 frames, utt_pad_proportion=0.06117, over 16692.29 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2806, pruned_loss=0.05047, over 1371462.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06598, over 4460.94 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2746, pruned_loss=0.05471, over 2471596.38 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06205, over 17805.38 utterances.], batch size: 29, lr: 2.51e-04
2022-08-30 16:20:48,923 INFO [train.py:927] (5/8) Epoch 16, batch 1650, giga_loss[loss=0.1929, simple_loss=0.2873, pruned_loss=0.0492, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2801, pruned_loss=0.0562, over 2471455.53 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06163, over 17223.84 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.28, pruned_loss=0.05008, over 1414451.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.0628, over 4568.68 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2802, pruned_loss=0.05697, over 2471603.93 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06293, over 18475.40 utterances.], batch size: 80, lr: 2.51e-04
2022-08-30 16:22:32,666 INFO [train.py:927] (5/8) Epoch 16, batch 1700, giga_loss[loss=0.212, simple_loss=0.2988, pruned_loss=0.06263, over 12226.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02934, over 42.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2859, pruned_loss=0.05802, over 2471985.05 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06453, over 18103.82 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2796, pruned_loss=0.05005, over 1440407.89 frames. utt_duration=1247 frames, utt_pad_proportion=0.06148, over 4626.68 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2862, pruned_loss=0.05879, over 2472284.84 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06561, over 19328.96 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 16:24:15,876 INFO [train.py:927] (5/8) Epoch 16, batch 1750, giga_loss[loss=0.1894, simple_loss=0.2812, pruned_loss=0.04884, over 12380.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05965, over 182.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2904, pruned_loss=0.05959, over 2472011.85 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0679, over 18587.93 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2797, pruned_loss=0.05004, over 1455710.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.06186, over 4691.13 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2907, pruned_loss=0.06031, over 2472312.17 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06849, over 19672.46 utterances.], batch size: 182, lr: 2.51e-04
2022-08-30 16:25:58,356 INFO [train.py:927] (5/8) Epoch 16, batch 1800, giga_loss[loss=0.1871, simple_loss=0.268, pruned_loss=0.05313, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03428, over 42.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2879, pruned_loss=0.05726, over 2471793.99 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06313, over 18193.73 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2793, pruned_loss=0.04989, over 1485530.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.05979, over 4751.77 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2886, pruned_loss=0.05813, over 2472291.24 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06434, over 19379.27 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 16:27:43,313 INFO [train.py:927] (5/8) Epoch 16, batch 1850, giga_loss[loss=0.2137, simple_loss=0.3, pruned_loss=0.06369, over 12460.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03172, over 92.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2894, pruned_loss=0.0576, over 2472951.38 frames. utt_duration=533 frames, utt_pad_proportion=0.0624, over 18610.83 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2796, pruned_loss=0.05008, over 1490471.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.0594, over 4766.01 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2898, pruned_loss=0.05821, over 2473333.28 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06346, over 19579.63 utterances.], batch size: 92, lr: 2.51e-04
2022-08-30 16:29:27,686 INFO [train.py:927] (5/8) Epoch 16, batch 1900, giga_loss[loss=0.215, simple_loss=0.3012, pruned_loss=0.06444, over 12373.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.05804, over 162.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2922, pruned_loss=0.05945, over 2472956.02 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06056, over 18455.75 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2805, pruned_loss=0.05037, over 1505198.13 frames. utt_duration=1243 frames, utt_pad_proportion=0.06001, over 4848.03 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2922, pruned_loss=0.05989, over 2473218.10 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06136, over 19334.81 utterances.], batch size: 162, lr: 2.51e-04
2022-08-30 16:31:13,849 INFO [train.py:927] (5/8) Epoch 16, batch 1950, giga_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07286, over 12369.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04238, over 133.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2932, pruned_loss=0.06025, over 2473733.39 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06499, over 18276.41 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2799, pruned_loss=0.05012, over 1529122.56 frames. utt_duration=1251 frames, utt_pad_proportion=0.05826, over 4895.33 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2937, pruned_loss=0.06093, over 2473965.36 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06579, over 19218.72 utterances.], batch size: 133, lr: 2.51e-04
2022-08-30 16:32:57,214 INFO [train.py:927] (5/8) Epoch 16, batch 2000, giga_loss[loss=0.2079, simple_loss=0.2963, pruned_loss=0.0597, over 12351.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2933, pruned_loss=0.06039, over 2473369.38 frames. utt_duration=556 frames, utt_pad_proportion=0.06537, over 17840.87 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2799, pruned_loss=0.05004, over 1547891.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05742, over 4957.79 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.294, pruned_loss=0.06115, over 2473535.65 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06622, over 18753.10 utterances.], batch size: 62, lr: 2.51e-04
2022-08-30 16:34:40,772 INFO [train.py:927] (5/8) Epoch 16, batch 2050, giga_loss[loss=0.2481, simple_loss=0.3246, pruned_loss=0.08585, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03237, over 42.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.295, pruned_loss=0.06089, over 2473380.62 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06356, over 16862.95 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2799, pruned_loss=0.05002, over 1575136.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.0556, over 5025.11 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2959, pruned_loss=0.06179, over 2473664.30 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06494, over 17865.39 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 16:36:23,539 INFO [train.py:927] (5/8) Epoch 16, batch 2100, giga_loss[loss=0.1831, simple_loss=0.2683, pruned_loss=0.04896, over 12311.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03161, over 28.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2946, pruned_loss=0.0611, over 2472870.93 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05925, over 16082.40 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2804, pruned_loss=0.05027, over 1588518.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.05464, over 5062.58 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2953, pruned_loss=0.06181, over 2473100.30 frames. utt_duration=583.7 frames, utt_pad_proportion=0.0609, over 16990.56 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 16:38:05,767 INFO [train.py:927] (5/8) Epoch 16, batch 2150, giga_loss[loss=0.2036, simple_loss=0.2862, pruned_loss=0.06045, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04424, over 31.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2936, pruned_loss=0.06098, over 2473284.87 frames. utt_duration=640.3 frames, utt_pad_proportion=0.05551, over 15486.63 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2797, pruned_loss=0.04993, over 1614704.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05349, over 5127.08 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2949, pruned_loss=0.06204, over 2473489.02 frames. utt_duration=603 frames, utt_pad_proportion=0.05743, over 16448.33 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 16:39:48,790 INFO [train.py:927] (5/8) Epoch 16, batch 2200, libri_loss[loss=0.204, simple_loss=0.3012, pruned_loss=0.05343, over 12327.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.0056, over 36.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2949, pruned_loss=0.0621, over 2473332.90 frames. utt_duration=625 frames, utt_pad_proportion=0.05693, over 15868.58 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2799, pruned_loss=0.04997, over 1627679.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.05254, over 5154.04 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.296, pruned_loss=0.06309, over 2473348.25 frames. utt_duration=592 frames, utt_pad_proportion=0.05864, over 16755.70 utterances.], batch size: 36, lr: 2.51e-04
2022-08-30 16:41:32,092 INFO [train.py:927] (5/8) Epoch 16, batch 2250, giga_loss[loss=0.2146, simple_loss=0.2924, pruned_loss=0.06841, over 12160.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.0347, over 36.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2951, pruned_loss=0.06186, over 2472672.31 frames. utt_duration=643.1 frames, utt_pad_proportion=0.05625, over 15416.97 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2798, pruned_loss=0.04995, over 1640066.66 frames. utt_duration=1250 frames, utt_pad_proportion=0.05868, over 5255.64 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2961, pruned_loss=0.06279, over 2472873.80 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05574, over 16157.71 utterances.], batch size: 36, lr: 2.51e-04
2022-08-30 16:43:16,585 INFO [train.py:927] (5/8) Epoch 16, batch 2300, giga_loss[loss=0.1909, simple_loss=0.2727, pruned_loss=0.05457, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03168, over 42.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2934, pruned_loss=0.06135, over 2472535.64 frames. utt_duration=630.4 frames, utt_pad_proportion=0.06223, over 15726.33 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2788, pruned_loss=0.04957, over 1664450.11 frames. utt_duration=1262 frames, utt_pad_proportion=0.05706, over 5282.69 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2953, pruned_loss=0.06263, over 2472934.60 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06203, over 16562.86 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 16:45:00,107 INFO [train.py:927] (5/8) Epoch 16, batch 2350, giga_loss[loss=0.2164, simple_loss=0.3034, pruned_loss=0.06473, over 12380.00 frames. utt_duration=972.6 frames, utt_pad_proportion=0.03123, over 51.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2912, pruned_loss=0.06054, over 2471992.25 frames. utt_duration=640 frames, utt_pad_proportion=0.06225, over 15486.10 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.278, pruned_loss=0.04901, over 1687976.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.05575, over 5329.68 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2936, pruned_loss=0.06222, over 2472684.47 frames. utt_duration=605 frames, utt_pad_proportion=0.06252, over 16388.98 utterances.], batch size: 51, lr: 2.51e-04
2022-08-30 16:46:41,780 INFO [train.py:927] (5/8) Epoch 16, batch 2400, giga_loss[loss=0.1848, simple_loss=0.264, pruned_loss=0.05286, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04172, over 34.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2902, pruned_loss=0.0603, over 2472503.08 frames. utt_duration=642.5 frames, utt_pad_proportion=0.05933, over 15429.52 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.278, pruned_loss=0.04909, over 1714868.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05479, over 5410.77 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2924, pruned_loss=0.06195, over 2473193.30 frames. utt_duration=604.8 frames, utt_pad_proportion=0.06009, over 16397.24 utterances.], batch size: 34, lr: 2.50e-04
2022-08-30 16:48:25,266 INFO [train.py:927] (5/8) Epoch 16, batch 2450, giga_loss[loss=0.1833, simple_loss=0.2712, pruned_loss=0.04774, over 12385.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03432, over 122.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2878, pruned_loss=0.05925, over 2472359.03 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05713, over 15543.49 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2782, pruned_loss=0.04914, over 1733829.66 frames. utt_duration=1267 frames, utt_pad_proportion=0.05442, over 5480.54 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2897, pruned_loss=0.06077, over 2472729.57 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05804, over 16488.40 utterances.], batch size: 122, lr: 2.50e-04
2022-08-30 16:50:06,027 INFO [train.py:927] (5/8) Epoch 16, batch 2500, giga_loss[loss=0.1965, simple_loss=0.2799, pruned_loss=0.05651, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.284, pruned_loss=0.05757, over 2471299.90 frames. utt_duration=634.7 frames, utt_pad_proportion=0.05733, over 15610.37 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2778, pruned_loss=0.04907, over 1755723.01 frames. utt_duration=1269 frames, utt_pad_proportion=0.05396, over 5541.47 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.286, pruned_loss=0.05908, over 2471547.11 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05824, over 16589.06 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 16:51:49,784 INFO [train.py:927] (5/8) Epoch 16, batch 2550, giga_loss[loss=0.1744, simple_loss=0.2652, pruned_loss=0.04184, over 12401.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02615, over 66.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2814, pruned_loss=0.05591, over 2471124.40 frames. utt_duration=647.8 frames, utt_pad_proportion=0.0588, over 15294.46 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2777, pruned_loss=0.04897, over 1786934.75 frames. utt_duration=1273 frames, utt_pad_proportion=0.05271, over 5621.18 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2832, pruned_loss=0.05751, over 2471663.18 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05999, over 16422.57 utterances.], batch size: 66, lr: 2.50e-04
2022-08-30 16:53:33,494 INFO [train.py:927] (5/8) Epoch 16, batch 2600, giga_loss[loss=0.1749, simple_loss=0.2545, pruned_loss=0.04764, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03263, over 40.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2835, pruned_loss=0.05665, over 2471686.72 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06856, over 16672.33 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2782, pruned_loss=0.04917, over 1813574.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.06227, over 5814.94 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2848, pruned_loss=0.05804, over 2472324.38 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06632, over 17763.08 utterances.], batch size: 40, lr: 2.50e-04
2022-08-30 16:55:22,023 INFO [train.py:927] (5/8) Epoch 16, batch 2650, giga_loss[loss=0.1976, simple_loss=0.2921, pruned_loss=0.05151, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03782, over 113.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2841, pruned_loss=0.05616, over 2471804.46 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06778, over 16781.46 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2784, pruned_loss=0.0492, over 1845996.69 frames. utt_duration=1255 frames, utt_pad_proportion=0.05972, over 5891.48 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2853, pruned_loss=0.0576, over 2472098.99 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06691, over 18110.76 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 16:57:03,359 INFO [train.py:927] (5/8) Epoch 16, batch 2700, libri_loss[loss=0.2066, simple_loss=0.2997, pruned_loss=0.05673, over 12307.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00563, over 35.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2844, pruned_loss=0.05506, over 2471965.84 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06253, over 16783.60 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.279, pruned_loss=0.04917, over 1864154.44 frames. utt_duration=1260 frames, utt_pad_proportion=0.05831, over 5927.20 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2851, pruned_loss=0.0564, over 2472532.33 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06264, over 18115.39 utterances.], batch size: 35, lr: 2.50e-04
2022-08-30 16:58:47,337 INFO [train.py:927] (5/8) Epoch 16, batch 2750, libri_loss[loss=0.2266, simple_loss=0.3121, pruned_loss=0.07055, over 12349.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01521, over 41.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2841, pruned_loss=0.05501, over 2472184.30 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05988, over 16422.90 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.279, pruned_loss=0.04926, over 1879027.51 frames. utt_duration=1265 frames, utt_pad_proportion=0.05695, over 5947.90 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2847, pruned_loss=0.05614, over 2472805.84 frames. utt_duration=559.9 frames, utt_pad_proportion=0.0606, over 17712.13 utterances.], batch size: 41, lr: 2.50e-04
2022-08-30 17:00:30,487 INFO [train.py:927] (5/8) Epoch 16, batch 2800, giga_loss[loss=0.2045, simple_loss=0.2895, pruned_loss=0.05976, over 12437.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03849, over 40.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2845, pruned_loss=0.05512, over 2473082.49 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05829, over 16464.13 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2789, pruned_loss=0.04924, over 1882011.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05671, over 5948.16 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2851, pruned_loss=0.05605, over 2473553.73 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05903, over 17522.90 utterances.], batch size: 40, lr: 2.50e-04
2022-08-30 17:02:12,700 INFO [train.py:927] (5/8) Epoch 16, batch 2850, giga_loss[loss=0.2132, simple_loss=0.3031, pruned_loss=0.06169, over 12339.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0324, over 104.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2865, pruned_loss=0.05581, over 2472798.73 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05481, over 16516.91 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.279, pruned_loss=0.04921, over 1896498.01 frames. utt_duration=1266 frames, utt_pad_proportion=0.05601, over 6001.02 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2871, pruned_loss=0.05671, over 2473283.70 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05581, over 17548.01 utterances.], batch size: 104, lr: 2.50e-04
2022-08-30 17:03:55,193 INFO [train.py:927] (5/8) Epoch 16, batch 2900, giga_loss[loss=0.1845, simple_loss=0.2776, pruned_loss=0.04565, over 12322.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03216, over 70.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2869, pruned_loss=0.05576, over 2472928.35 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06284, over 16887.23 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2785, pruned_loss=0.04902, over 1924627.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05928, over 6107.12 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.288, pruned_loss=0.05695, over 2473371.98 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06209, over 18127.31 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 17:05:39,157 INFO [train.py:927] (5/8) Epoch 16, batch 2950, giga_loss[loss=0.212, simple_loss=0.2972, pruned_loss=0.06334, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03157, over 85.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2876, pruned_loss=0.05622, over 2473151.37 frames. utt_duration=577.8 frames, utt_pad_proportion=0.063, over 17165.97 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2788, pruned_loss=0.04906, over 1935657.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.05815, over 6131.87 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2885, pruned_loss=0.05726, over 2473384.72 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06274, over 18313.32 utterances.], batch size: 85, lr: 2.50e-04
2022-08-30 17:07:19,884 INFO [train.py:927] (5/8) Epoch 16, batch 3000, giga_loss[loss=0.2046, simple_loss=0.2896, pruned_loss=0.0598, over 12397.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06383, over 183.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2865, pruned_loss=0.05581, over 2472957.59 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05952, over 17108.18 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.279, pruned_loss=0.04926, over 1943395.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05728, over 6143.86 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2872, pruned_loss=0.05658, over 2473418.07 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05979, over 18164.84 utterances.], batch size: 183, lr: 2.50e-04
2022-08-30 17:07:19,885 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 17:07:35,145 INFO [train.py:967] (5/8) 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 17:09:14,808 INFO [train.py:927] (5/8) Epoch 16, batch 3050, giga_loss[loss=0.1953, simple_loss=0.2973, pruned_loss=0.0467, over 12450.00 frames. utt_duration=712.8 frames, utt_pad_proportion=0.02216, over 70.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2869, pruned_loss=0.05566, over 2474163.29 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06156, over 18324.57 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2792, pruned_loss=0.04925, over 1948832.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05716, over 6164.31 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2874, pruned_loss=0.05633, over 2474400.77 frames. utt_duration=516 frames, utt_pad_proportion=0.06171, over 19235.87 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 17:10:55,013 INFO [train.py:927] (5/8) Epoch 16, batch 3100, giga_loss[loss=0.2117, simple_loss=0.2995, pruned_loss=0.06198, over 12397.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03488, over 80.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2874, pruned_loss=0.05561, over 2474070.01 frames. utt_duration=539.4 frames, utt_pad_proportion=0.0606, over 18397.39 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2793, pruned_loss=0.04925, over 1951482.87 frames. utt_duration=1266 frames, utt_pad_proportion=0.05686, over 6171.49 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2877, pruned_loss=0.05616, over 2474236.48 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06084, over 19154.15 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 17:12:37,622 INFO [train.py:927] (5/8) Epoch 16, batch 3150, giga_loss[loss=0.1801, simple_loss=0.2707, pruned_loss=0.04477, over 12391.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02657, over 62.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2856, pruned_loss=0.05554, over 2474432.35 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06114, over 17477.83 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2802, pruned_loss=0.04972, over 1964461.13 frames. utt_duration=1251 frames, utt_pad_proportion=0.06149, over 6286.41 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2854, pruned_loss=0.05578, over 2474516.95 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05991, over 18234.41 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 17:14:19,190 INFO [train.py:927] (5/8) Epoch 16, batch 3200, giga_loss[loss=0.1901, simple_loss=0.2859, pruned_loss=0.04717, over 12333.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 97.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2838, pruned_loss=0.05551, over 2473335.03 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06055, over 17379.67 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2808, pruned_loss=0.04996, over 1976770.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.06508, over 6386.36 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2833, pruned_loss=0.05568, over 2473692.52 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05862, over 18145.90 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 17:15:59,033 INFO [train.py:927] (5/8) Epoch 16, batch 3250, giga_loss[loss=0.1866, simple_loss=0.2734, pruned_loss=0.04988, over 12422.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03701, over 105.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2819, pruned_loss=0.05502, over 2473437.93 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06016, over 17358.31 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2808, pruned_loss=0.05019, over 1991042.08 frames. utt_duration=1246 frames, utt_pad_proportion=0.06359, over 6401.74 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2816, pruned_loss=0.05512, over 2474089.74 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05901, over 18237.14 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 17:17:37,979 INFO [train.py:927] (5/8) Epoch 16, batch 3300, giga_loss[loss=0.1885, simple_loss=0.2702, pruned_loss=0.05344, over 12452.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03415, over 98.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2787, pruned_loss=0.05427, over 2473250.47 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06155, over 17475.55 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2813, pruned_loss=0.05069, over 2002673.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06786, over 6494.63 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.278, pruned_loss=0.05408, over 2474055.05 frames. utt_duration=541 frames, utt_pad_proportion=0.05911, over 18342.01 utterances.], batch size: 98, lr: 2.50e-04
2022-08-30 17:19:17,799 INFO [train.py:927] (5/8) Epoch 16, batch 3350, giga_loss[loss=0.1977, simple_loss=0.2843, pruned_loss=0.05561, over 12364.00 frames. utt_duration=619.9 frames, utt_pad_proportion=0.03738, over 80.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2788, pruned_loss=0.0541, over 2473867.09 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05785, over 17272.08 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2815, pruned_loss=0.05077, over 2016874.99 frames. utt_duration=1236 frames, utt_pad_proportion=0.06705, over 6535.87 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2781, pruned_loss=0.05398, over 2474290.74 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05625, over 18223.36 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 17:21:05,105 INFO [train.py:927] (5/8) Epoch 16, batch 3400, libri_loss[loss=0.2282, simple_loss=0.3097, pruned_loss=0.07338, over 12430.00 frames. utt_duration=778.2 frames, utt_pad_proportion=0.1166, over 64.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2804, pruned_loss=0.05437, over 2473530.19 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05443, over 16578.73 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2822, pruned_loss=0.05105, over 2034520.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.06684, over 6637.43 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2792, pruned_loss=0.05419, over 2474121.56 frames. utt_duration=563 frames, utt_pad_proportion=0.0531, over 17624.48 utterances.], batch size: 64, lr: 2.50e-04
2022-08-30 17:22:45,981 INFO [train.py:927] (5/8) Epoch 16, batch 3450, giga_loss[loss=0.2069, simple_loss=0.2994, pruned_loss=0.05719, over 12400.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05789, over 182.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2838, pruned_loss=0.05583, over 2474160.97 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05403, over 16593.52 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2824, pruned_loss=0.05134, over 2043261.19 frames. utt_duration=1230 frames, utt_pad_proportion=0.06564, over 6654.59 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2827, pruned_loss=0.05553, over 2474609.84 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05327, over 17584.22 utterances.], batch size: 182, lr: 2.50e-04
2022-08-30 17:24:32,930 INFO [train.py:927] (5/8) Epoch 16, batch 3500, giga_loss[loss=0.2328, simple_loss=0.315, pruned_loss=0.07532, over 12421.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03, over 122.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2882, pruned_loss=0.05901, over 2474552.95 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05746, over 17202.84 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2827, pruned_loss=0.05148, over 2045498.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.06542, over 6667.32 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2871, pruned_loss=0.0587, over 2474833.58 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05677, over 18011.20 utterances.], batch size: 122, lr: 2.50e-04
2022-08-30 17:26:15,200 INFO [train.py:927] (5/8) Epoch 16, batch 3550, giga_loss[loss=0.2137, simple_loss=0.2975, pruned_loss=0.06499, over 12246.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02524, over 45.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2947, pruned_loss=0.06267, over 2474040.24 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06149, over 18170.23 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2833, pruned_loss=0.05165, over 2055934.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06386, over 6684.41 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2936, pruned_loss=0.06251, over 2474450.25 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06126, over 19046.74 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 17:27:59,656 INFO [train.py:927] (5/8) Epoch 16, batch 3600, giga_loss[loss=0.2439, simple_loss=0.3244, pruned_loss=0.08171, over 12401.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3013, pruned_loss=0.06771, over 2474199.33 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06659, over 19226.59 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2837, pruned_loss=0.05164, over 2061969.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.06353, over 6705.00 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3004, pruned_loss=0.0678, over 2474709.57 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06633, over 20069.84 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 17:29:44,959 INFO [train.py:927] (5/8) Epoch 16, batch 3650, giga_loss[loss=0.2507, simple_loss=0.3276, pruned_loss=0.0869, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03504, over 122.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3066, pruned_loss=0.07179, over 2474346.10 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07047, over 20316.54 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2837, pruned_loss=0.0516, over 2066010.42 frames. utt_duration=1229 frames, utt_pad_proportion=0.06397, over 6733.79 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.306, pruned_loss=0.07206, over 2474824.66 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07007, over 21075.28 utterances.], batch size: 122, lr: 2.50e-04
2022-08-30 17:31:29,271 INFO [train.py:927] (5/8) Epoch 16, batch 3700, giga_loss[loss=0.3219, simple_loss=0.3689, pruned_loss=0.1375, over 12339.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2153, over 374.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3113, pruned_loss=0.07637, over 2474660.09 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07484, over 21296.04 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2838, pruned_loss=0.05181, over 2075893.71 frames. utt_duration=1234 frames, utt_pad_proportion=0.06264, over 6738.40 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3114, pruned_loss=0.0769, over 2475236.88 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07475, over 22195.57 utterances.], batch size: 374, lr: 2.50e-04
2022-08-30 17:33:18,937 INFO [train.py:927] (5/8) Epoch 16, batch 3750, libri_loss[loss=0.1801, simple_loss=0.267, pruned_loss=0.0466, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006794, over 32.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3165, pruned_loss=0.08034, over 2474750.76 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07855, over 22428.87 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2834, pruned_loss=0.05152, over 2085564.06 frames. utt_duration=1234 frames, utt_pad_proportion=0.06219, over 6765.78 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3176, pruned_loss=0.0816, over 2475426.55 frames. utt_duration=423.3 frames, utt_pad_proportion=0.0786, over 23471.67 utterances.], batch size: 32, lr: 2.50e-04
2022-08-30 17:35:03,359 INFO [train.py:927] (5/8) Epoch 16, batch 3800, giga_loss[loss=0.2354, simple_loss=0.3165, pruned_loss=0.07718, over 12367.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3164, pruned_loss=0.08122, over 2474401.50 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08103, over 22394.03 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2833, pruned_loss=0.05163, over 2096605.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06058, over 6773.75 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3182, pruned_loss=0.08294, over 2475378.38 frames. utt_duration=420 frames, utt_pad_proportion=0.08157, over 23655.26 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 17:36:45,657 INFO [train.py:927] (5/8) Epoch 16, batch 3850, giga_loss[loss=0.218, simple_loss=0.2988, pruned_loss=0.0686, over 12470.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04566, over 34.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3161, pruned_loss=0.08023, over 2474298.05 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07546, over 21415.61 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2832, pruned_loss=0.05155, over 2103370.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.05963, over 6768.33 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3182, pruned_loss=0.08215, over 2475701.60 frames. utt_duration=438 frames, utt_pad_proportion=0.07654, over 22683.94 utterances.], batch size: 34, lr: 2.50e-04
2022-08-30 17:38:31,625 INFO [train.py:927] (5/8) Epoch 16, batch 3900, giga_loss[loss=0.2048, simple_loss=0.2866, pruned_loss=0.06149, over 12368.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3176, pruned_loss=0.08055, over 2473975.43 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07518, over 21308.35 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2834, pruned_loss=0.05151, over 2110429.41 frames. utt_duration=1248 frames, utt_pad_proportion=0.05856, over 6769.96 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3198, pruned_loss=0.08264, over 2475353.64 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07641, over 22582.25 utterances.], batch size: 58, lr: 2.50e-04
2022-08-30 17:40:19,353 INFO [train.py:927] (5/8) Epoch 16, batch 3950, giga_loss[loss=0.2473, simple_loss=0.3352, pruned_loss=0.07965, over 12382.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3157, pruned_loss=0.07789, over 2474419.69 frames. utt_duration=486 frames, utt_pad_proportion=0.07203, over 20428.37 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2833, pruned_loss=0.05151, over 2119312.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.0573, over 6769.70 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3182, pruned_loss=0.0802, over 2475616.56 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07371, over 21771.43 utterances.], batch size: 91, lr: 2.50e-04
2022-08-30 17:42:04,018 INFO [train.py:927] (5/8) Epoch 16, batch 4000, giga_loss[loss=0.2236, simple_loss=0.3149, pruned_loss=0.06617, over 12456.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03209, over 86.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3145, pruned_loss=0.07628, over 2474727.35 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07052, over 20659.82 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2834, pruned_loss=0.0515, over 2122843.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05684, over 6778.00 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3167, pruned_loss=0.07832, over 2475677.47 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07209, over 21829.35 utterances.], batch size: 86, lr: 2.50e-04
2022-08-30 17:43:46,308 INFO [train.py:927] (5/8) Epoch 16, batch 4050, libri_loss[loss=0.2405, simple_loss=0.3494, pruned_loss=0.06577, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006742, over 37.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3132, pruned_loss=0.07504, over 2474842.80 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07186, over 20724.07 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.284, pruned_loss=0.05144, over 2135296.96 frames. utt_duration=1263 frames, utt_pad_proportion=0.05523, over 6772.94 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3154, pruned_loss=0.07749, over 2475321.47 frames. utt_duration=449 frames, utt_pad_proportion=0.07366, over 22125.20 utterances.], batch size: 37, lr: 2.50e-04
2022-08-30 17:45:32,307 INFO [train.py:927] (5/8) Epoch 16, batch 4100, giga_loss[loss=0.2335, simple_loss=0.3091, pruned_loss=0.07902, over 12144.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03366, over 36.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3126, pruned_loss=0.0746, over 2475065.41 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07346, over 20803.91 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.05138, over 2148739.21 frames. utt_duration=1264 frames, utt_pad_proportion=0.05409, over 6808.76 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3152, pruned_loss=0.07747, over 2475355.18 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07534, over 22407.14 utterances.], batch size: 36, lr: 2.50e-04
2022-08-30 17:47:23,442 INFO [train.py:927] (5/8) Epoch 16, batch 4150, giga_loss[loss=0.2354, simple_loss=0.3182, pruned_loss=0.07629, over 12388.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.03868, over 40.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3121, pruned_loss=0.07327, over 2474643.67 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07101, over 20111.04 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05174, over 2162704.52 frames. utt_duration=1259 frames, utt_pad_proportion=0.05646, over 6879.62 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3152, pruned_loss=0.07624, over 2475246.99 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07238, over 21918.53 utterances.], batch size: 40, lr: 2.50e-04
2022-08-30 17:49:07,538 INFO [train.py:927] (5/8) Epoch 16, batch 4200, giga_loss[loss=0.2489, simple_loss=0.328, pruned_loss=0.08492, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04973, over 161.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3118, pruned_loss=0.07261, over 2474430.05 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07247, over 20097.12 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05174, over 2177718.78 frames. utt_duration=1269 frames, utt_pad_proportion=0.05405, over 6873.82 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3158, pruned_loss=0.07602, over 2475127.52 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07448, over 22198.88 utterances.], batch size: 161, lr: 2.50e-04
2022-08-30 17:50:53,511 INFO [train.py:927] (5/8) Epoch 16, batch 4250, giga_loss[loss=0.21, simple_loss=0.2986, pruned_loss=0.06071, over 12203.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03314, over 39.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3114, pruned_loss=0.07274, over 2474808.39 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06748, over 19648.32 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2845, pruned_loss=0.05222, over 2180535.32 frames. utt_duration=1272 frames, utt_pad_proportion=0.05391, over 6865.09 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3146, pruned_loss=0.07526, over 2475478.21 frames. utt_duration=463.8 frames, utt_pad_proportion=0.06959, over 21417.15 utterances.], batch size: 39, lr: 2.50e-04
2022-08-30 17:52:41,143 INFO [train.py:927] (5/8) Epoch 16, batch 4300, giga_loss[loss=0.1948, simple_loss=0.282, pruned_loss=0.05382, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3093, pruned_loss=0.07222, over 2474636.03 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06675, over 19430.49 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2845, pruned_loss=0.05221, over 2186143.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.053, over 6861.79 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3122, pruned_loss=0.07459, over 2475411.58 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06886, over 21065.67 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 17:54:28,074 INFO [train.py:927] (5/8) Epoch 16, batch 4350, giga_loss[loss=0.2088, simple_loss=0.3047, pruned_loss=0.05647, over 12368.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.0321, over 62.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3093, pruned_loss=0.07099, over 2474626.84 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06525, over 19120.73 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2847, pruned_loss=0.05219, over 2189173.34 frames. utt_duration=1275 frames, utt_pad_proportion=0.05263, over 6874.17 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3118, pruned_loss=0.07304, over 2475103.08 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06722, over 20504.18 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 17:56:15,556 INFO [train.py:927] (5/8) Epoch 16, batch 4400, giga_loss[loss=0.227, simple_loss=0.298, pruned_loss=0.07801, over 12410.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02292, over 48.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3086, pruned_loss=0.07133, over 2474510.89 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07233, over 20435.87 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2845, pruned_loss=0.05215, over 2191781.39 frames. utt_duration=1278 frames, utt_pad_proportion=0.05222, over 6868.45 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3109, pruned_loss=0.07313, over 2475077.52 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07357, over 21632.39 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 17:58:03,632 INFO [train.py:927] (5/8) Epoch 16, batch 4450, giga_loss[loss=0.2298, simple_loss=0.3044, pruned_loss=0.07753, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03228, over 104.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3069, pruned_loss=0.07113, over 2474368.03 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07077, over 20302.29 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2846, pruned_loss=0.05224, over 2194443.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.05194, over 6875.79 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3087, pruned_loss=0.07263, over 2474946.18 frames. utt_duration=465 frames, utt_pad_proportion=0.07199, over 21355.44 utterances.], batch size: 104, lr: 2.50e-04
2022-08-30 17:59:48,228 INFO [train.py:927] (5/8) Epoch 16, batch 4500, giga_loss[loss=0.2191, simple_loss=0.2956, pruned_loss=0.07125, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3061, pruned_loss=0.0713, over 2474793.43 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06956, over 20306.35 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2847, pruned_loss=0.05218, over 2200013.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05108, over 6885.20 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3079, pruned_loss=0.07288, over 2475243.07 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07094, over 21370.76 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 18:01:29,105 INFO [train.py:927] (5/8) Epoch 16, batch 4550, giga_loss[loss=0.2601, simple_loss=0.33, pruned_loss=0.09508, over 12435.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06163, over 183.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3044, pruned_loss=0.07061, over 2474339.21 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06662, over 19878.43 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05243, over 2209190.47 frames. utt_duration=1265 frames, utt_pad_proportion=0.05496, over 6994.65 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3061, pruned_loss=0.07225, over 2474974.39 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06693, over 21052.37 utterances.], batch size: 183, lr: 2.50e-04
2022-08-30 18:03:11,445 INFO [train.py:927] (5/8) Epoch 16, batch 4600, giga_loss[loss=0.2725, simple_loss=0.333, pruned_loss=0.106, over 12358.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3047, pruned_loss=0.07034, over 2473911.76 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06996, over 19923.40 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2852, pruned_loss=0.05253, over 2214716.53 frames. utt_duration=1267 frames, utt_pad_proportion=0.05422, over 6999.62 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3064, pruned_loss=0.07189, over 2474172.50 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07033, over 21081.42 utterances.], batch size: 370, lr: 2.50e-04
2022-08-30 18:05:01,113 INFO [train.py:927] (5/8) Epoch 16, batch 4650, giga_loss[loss=0.2345, simple_loss=0.3232, pruned_loss=0.07287, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03872, over 113.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3044, pruned_loss=0.06969, over 2473346.25 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07212, over 19974.19 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2848, pruned_loss=0.05247, over 2224477.76 frames. utt_duration=1273 frames, utt_pad_proportion=0.05241, over 6995.69 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3067, pruned_loss=0.0716, over 2473967.10 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07309, over 21383.26 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 18:06:49,162 INFO [train.py:927] (5/8) Epoch 16, batch 4700, giga_loss[loss=0.2219, simple_loss=0.289, pruned_loss=0.0774, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03124, over 42.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07099, over 2472962.64 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07246, over 20321.61 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2849, pruned_loss=0.0524, over 2230471.35 frames. utt_duration=1278 frames, utt_pad_proportion=0.0515, over 6990.83 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3079, pruned_loss=0.07298, over 2473634.59 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07363, over 21757.53 utterances.], batch size: 42, lr: 2.50e-04
2022-08-30 18:08:34,217 INFO [train.py:927] (5/8) Epoch 16, batch 4750, giga_loss[loss=0.2434, simple_loss=0.3116, pruned_loss=0.0876, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03196, over 86.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07359, over 2472892.66 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07494, over 20309.32 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2853, pruned_loss=0.05238, over 2236425.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.0508, over 7018.80 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3098, pruned_loss=0.07564, over 2473477.25 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07615, over 21730.03 utterances.], batch size: 86, lr: 2.50e-04
2022-08-30 18:10:22,026 INFO [train.py:927] (5/8) Epoch 16, batch 4800, giga_loss[loss=0.3062, simple_loss=0.3604, pruned_loss=0.126, over 12376.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07507, over 2472758.84 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07675, over 20761.74 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2858, pruned_loss=0.05272, over 2243435.63 frames. utt_duration=1272 frames, utt_pad_proportion=0.05072, over 7062.28 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3109, pruned_loss=0.077, over 2473234.71 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07789, over 22221.44 utterances.], batch size: 259, lr: 2.50e-04
2022-08-30 18:12:05,361 INFO [train.py:927] (5/8) Epoch 16, batch 4850, giga_loss[loss=0.2187, simple_loss=0.3023, pruned_loss=0.06756, over 12347.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3085, pruned_loss=0.07406, over 2472606.42 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07497, over 20692.67 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05296, over 2250820.98 frames. utt_duration=1259 frames, utt_pad_proportion=0.05387, over 7157.27 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3102, pruned_loss=0.07608, over 2473451.26 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07539, over 22193.18 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 18:13:51,873 INFO [train.py:927] (5/8) Epoch 16, batch 4900, giga_loss[loss=0.1754, simple_loss=0.2639, pruned_loss=0.0434, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3076, pruned_loss=0.07295, over 2473284.74 frames. utt_duration=460.8 frames, utt_pad_proportion=0.0791, over 21540.45 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05319, over 2257357.48 frames. utt_duration=1262 frames, utt_pad_proportion=0.05264, over 7160.56 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3092, pruned_loss=0.07494, over 2473982.33 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0798, over 23130.88 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 18:15:39,956 INFO [train.py:927] (5/8) Epoch 16, batch 4950, giga_loss[loss=0.2049, simple_loss=0.2867, pruned_loss=0.06154, over 12375.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03096, over 58.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3057, pruned_loss=0.07234, over 2474252.91 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07569, over 21012.13 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05319, over 2263507.06 frames. utt_duration=1269 frames, utt_pad_proportion=0.05137, over 7144.95 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3076, pruned_loss=0.07447, over 2475067.83 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07704, over 22692.05 utterances.], batch size: 58, lr: 2.50e-04
2022-08-30 18:17:26,907 INFO [train.py:927] (5/8) Epoch 16, batch 5000, libri_loss[loss=0.162, simple_loss=0.2535, pruned_loss=0.03521, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006923, over 31.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3066, pruned_loss=0.07229, over 2474560.84 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07021, over 20103.18 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2866, pruned_loss=0.05318, over 2266529.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.05078, over 7133.84 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3085, pruned_loss=0.07427, over 2475335.08 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07195, over 21636.55 utterances.], batch size: 31, lr: 2.50e-04
2022-08-30 18:19:16,519 INFO [train.py:927] (5/8) Epoch 16, batch 5050, libri_loss[loss=0.2159, simple_loss=0.3057, pruned_loss=0.06304, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.008128, over 37.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3087, pruned_loss=0.07204, over 2474210.09 frames. utt_duration=482 frames, utt_pad_proportion=0.07545, over 20594.59 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2869, pruned_loss=0.05325, over 2271764.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.04981, over 7148.33 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3104, pruned_loss=0.07396, over 2474740.35 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07691, over 22088.20 utterances.], batch size: 37, lr: 2.50e-04
2022-08-30 18:21:00,484 INFO [train.py:927] (5/8) Epoch 16, batch 5100, giga_loss[loss=0.2596, simple_loss=0.337, pruned_loss=0.09108, over 12395.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05161, over 161.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3115, pruned_loss=0.07375, over 2473960.14 frames. utt_duration=481 frames, utt_pad_proportion=0.0737, over 20636.21 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05331, over 2275768.13 frames. utt_duration=1271 frames, utt_pad_proportion=0.04991, over 7170.89 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3132, pruned_loss=0.07561, over 2474405.10 frames. utt_duration=450.4 frames, utt_pad_proportion=0.0751, over 22047.35 utterances.], batch size: 161, lr: 2.50e-04
2022-08-30 18:22:47,990 INFO [train.py:927] (5/8) Epoch 16, batch 5150, giga_loss[loss=0.2275, simple_loss=0.3047, pruned_loss=0.07514, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02994, over 45.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3109, pruned_loss=0.07465, over 2472943.59 frames. utt_duration=470.7 frames, utt_pad_proportion=0.08044, over 21081.77 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2871, pruned_loss=0.05326, over 2281528.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.05007, over 7205.42 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3128, pruned_loss=0.0767, over 2473366.62 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08135, over 22535.16 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 18:24:33,228 INFO [train.py:927] (5/8) Epoch 16, batch 5200, libri_loss[loss=0.2288, simple_loss=0.3192, pruned_loss=0.06924, over 12315.00 frames. utt_duration=759.1 frames, utt_pad_proportion=0.1384, over 65.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3085, pruned_loss=0.07391, over 2473042.04 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07849, over 20578.23 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05322, over 2289273.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.04951, over 7220.43 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3111, pruned_loss=0.07639, over 2473215.49 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07991, over 22247.30 utterances.], batch size: 65, lr: 2.50e-04
2022-08-30 18:26:20,386 INFO [train.py:927] (5/8) Epoch 16, batch 5250, giga_loss[loss=0.2522, simple_loss=0.3292, pruned_loss=0.08763, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07423, over 212.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.307, pruned_loss=0.0732, over 2472618.22 frames. utt_duration=505.5 frames, utt_pad_proportion=0.0716, over 19621.60 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.0533, over 2294610.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.04841, over 7211.85 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3098, pruned_loss=0.07567, over 2472864.24 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07383, over 21316.56 utterances.], batch size: 212, lr: 2.50e-04
2022-08-30 18:28:05,108 INFO [train.py:927] (5/8) Epoch 16, batch 5300, giga_loss[loss=0.1999, simple_loss=0.2872, pruned_loss=0.05628, over 12293.00 frames. utt_duration=746.7 frames, utt_pad_proportion=0.03403, over 66.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3057, pruned_loss=0.07332, over 2471972.66 frames. utt_duration=517.1 frames, utt_pad_proportion=0.07055, over 19174.59 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2866, pruned_loss=0.05324, over 2300818.83 frames. utt_duration=1276 frames, utt_pad_proportion=0.04731, over 7218.32 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3086, pruned_loss=0.07599, over 2472117.71 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0731, over 20922.53 utterances.], batch size: 66, lr: 2.50e-04
2022-08-30 18:29:51,751 INFO [train.py:927] (5/8) Epoch 16, batch 5350, giga_loss[loss=0.2534, simple_loss=0.3411, pruned_loss=0.08289, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3061, pruned_loss=0.07335, over 2472060.27 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07106, over 19930.64 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2863, pruned_loss=0.05307, over 2303214.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.04711, over 7222.05 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3089, pruned_loss=0.07586, over 2472308.83 frames. utt_duration=462 frames, utt_pad_proportion=0.07319, over 21474.59 utterances.], batch size: 91, lr: 2.50e-04
2022-08-30 18:31:38,649 INFO [train.py:927] (5/8) Epoch 16, batch 5400, giga_loss[loss=0.2304, simple_loss=0.2992, pruned_loss=0.08077, over 12288.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.0345, over 28.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3064, pruned_loss=0.07304, over 2473027.17 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06587, over 19360.39 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2862, pruned_loss=0.05286, over 2305897.33 frames. utt_duration=1278 frames, utt_pad_proportion=0.04663, over 7226.63 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.309, pruned_loss=0.07547, over 2473080.90 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06819, over 20747.59 utterances.], batch size: 28, lr: 2.50e-04
2022-08-30 18:33:24,204 INFO [train.py:927] (5/8) Epoch 16, batch 5450, giga_loss[loss=0.2248, simple_loss=0.3146, pruned_loss=0.06747, over 12393.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3078, pruned_loss=0.0727, over 2473939.07 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06978, over 19414.77 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2864, pruned_loss=0.05298, over 2310765.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.05131, over 7336.44 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3103, pruned_loss=0.07508, over 2474069.70 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07023, over 20748.11 utterances.], batch size: 133, lr: 2.50e-04
2022-08-30 18:35:09,757 INFO [train.py:927] (5/8) Epoch 16, batch 5500, giga_loss[loss=0.2998, simple_loss=0.3709, pruned_loss=0.1143, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03442, over 105.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3112, pruned_loss=0.07362, over 2473500.61 frames. utt_duration=496.5 frames, utt_pad_proportion=0.0726, over 19985.53 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05289, over 2313841.09 frames. utt_duration=1265 frames, utt_pad_proportion=0.0505, over 7327.75 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3137, pruned_loss=0.07594, over 2473732.63 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07316, over 21269.60 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 18:36:52,872 INFO [train.py:927] (5/8) Epoch 16, batch 5550, giga_loss[loss=0.2442, simple_loss=0.3278, pruned_loss=0.0803, over 12421.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05178, over 162.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3132, pruned_loss=0.07496, over 2472908.26 frames. utt_duration=497.4 frames, utt_pad_proportion=0.0714, over 19946.76 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2864, pruned_loss=0.05286, over 2316810.27 frames. utt_duration=1266 frames, utt_pad_proportion=0.04995, over 7331.23 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3155, pruned_loss=0.07719, over 2473256.74 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07221, over 21177.44 utterances.], batch size: 162, lr: 2.50e-04
2022-08-30 18:38:36,260 INFO [train.py:927] (5/8) Epoch 16, batch 5600, giga_loss[loss=0.2275, simple_loss=0.3118, pruned_loss=0.07166, over 12358.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03946, over 113.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3134, pruned_loss=0.07551, over 2473064.07 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07054, over 19976.70 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05287, over 2322355.00 frames. utt_duration=1269 frames, utt_pad_proportion=0.04865, over 7331.73 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3162, pruned_loss=0.078, over 2473181.50 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07188, over 21359.26 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 18:40:21,236 INFO [train.py:927] (5/8) Epoch 16, batch 5650, giga_loss[loss=0.2011, simple_loss=0.2996, pruned_loss=0.05129, over 12359.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.0293, over 70.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.313, pruned_loss=0.07388, over 2473441.55 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06968, over 20082.72 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2864, pruned_loss=0.05282, over 2324998.53 frames. utt_duration=1272 frames, utt_pad_proportion=0.04789, over 7319.18 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3157, pruned_loss=0.07629, over 2473858.32 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07118, over 21429.34 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 18:42:06,157 INFO [train.py:927] (5/8) Epoch 16, batch 5700, giga_loss[loss=0.3151, simple_loss=0.3673, pruned_loss=0.1314, over 12361.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3148, pruned_loss=0.07468, over 2473801.41 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07332, over 20457.98 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2871, pruned_loss=0.053, over 2329822.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.04692, over 7329.01 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3172, pruned_loss=0.07712, over 2474388.63 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07483, over 21933.42 utterances.], batch size: 257, lr: 2.49e-04
2022-08-30 18:43:51,621 INFO [train.py:927] (5/8) Epoch 16, batch 5750, giga_loss[loss=0.2709, simple_loss=0.3271, pruned_loss=0.1074, over 12399.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07789, over 213.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3141, pruned_loss=0.07487, over 2472729.18 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07486, over 20640.83 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2874, pruned_loss=0.05317, over 2330530.70 frames. utt_duration=1259 frames, utt_pad_proportion=0.05205, over 7413.36 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3158, pruned_loss=0.07674, over 2473195.27 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07448, over 21778.24 utterances.], batch size: 213, lr: 2.49e-04
2022-08-30 18:45:39,826 INFO [train.py:927] (5/8) Epoch 16, batch 5800, giga_loss[loss=0.2915, simple_loss=0.3408, pruned_loss=0.1211, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.204, over 369.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3112, pruned_loss=0.07428, over 2473564.08 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07603, over 20551.34 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2867, pruned_loss=0.05288, over 2335405.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.05109, over 7398.04 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3139, pruned_loss=0.07673, over 2473978.21 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07616, over 21905.94 utterances.], batch size: 369, lr: 2.49e-04
2022-08-30 18:47:26,255 INFO [train.py:927] (5/8) Epoch 16, batch 5850, giga_loss[loss=0.2173, simple_loss=0.2993, pruned_loss=0.06767, over 12356.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03198, over 58.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3101, pruned_loss=0.07502, over 2473498.64 frames. utt_duration=458 frames, utt_pad_proportion=0.08267, over 21671.94 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2867, pruned_loss=0.05282, over 2338010.96 frames. utt_duration=1263 frames, utt_pad_proportion=0.05118, over 7414.02 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3128, pruned_loss=0.0774, over 2473951.18 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08262, over 22993.46 utterances.], batch size: 58, lr: 2.49e-04
2022-08-30 18:49:07,110 INFO [train.py:927] (5/8) Epoch 16, batch 5900, giga_loss[loss=0.195, simple_loss=0.2858, pruned_loss=0.05206, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04093, over 133.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3073, pruned_loss=0.07275, over 2473827.92 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07741, over 20966.63 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2859, pruned_loss=0.05248, over 2342495.59 frames. utt_duration=1268 frames, utt_pad_proportion=0.05029, over 7400.96 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3107, pruned_loss=0.07561, over 2474366.35 frames. utt_duration=442 frames, utt_pad_proportion=0.07824, over 22468.51 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 18:50:51,128 INFO [train.py:927] (5/8) Epoch 16, batch 5950, giga_loss[loss=0.2431, simple_loss=0.3014, pruned_loss=0.09237, over 12343.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1984, over 366.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3044, pruned_loss=0.07016, over 2473822.98 frames. utt_duration=479.5 frames, utt_pad_proportion=0.0766, over 20699.55 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05255, over 2346748.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.04984, over 7425.62 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3077, pruned_loss=0.07299, over 2474504.20 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07773, over 22308.90 utterances.], batch size: 366, lr: 2.49e-04
2022-08-30 18:52:41,883 INFO [train.py:927] (5/8) Epoch 16, batch 6000, giga_loss[loss=0.2288, simple_loss=0.2958, pruned_loss=0.08086, over 12401.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03387, over 122.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.302, pruned_loss=0.06951, over 2472766.67 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07788, over 20657.52 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2854, pruned_loss=0.05218, over 2348938.39 frames. utt_duration=1273 frames, utt_pad_proportion=0.04924, over 7389.35 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3055, pruned_loss=0.07244, over 2474123.45 frames. utt_duration=446.3 frames, utt_pad_proportion=0.079, over 22249.49 utterances.], batch size: 122, lr: 2.49e-04
2022-08-30 18:52:41,885 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 18:52:56,022 INFO [train.py:967] (5/8) 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 18:54:37,212 INFO [train.py:927] (5/8) Epoch 16, batch 6050, libri_loss[loss=0.187, simple_loss=0.2725, pruned_loss=0.05078, over 12132.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005792, over 32.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.301, pruned_loss=0.06898, over 2473587.59 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07983, over 20827.24 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2852, pruned_loss=0.05216, over 2352638.66 frames. utt_duration=1277 frames, utt_pad_proportion=0.04809, over 7377.83 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3044, pruned_loss=0.07181, over 2474673.28 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08122, over 22490.95 utterances.], batch size: 32, lr: 2.49e-04
2022-08-30 18:56:17,823 INFO [train.py:927] (5/8) Epoch 16, batch 6100, giga_loss[loss=0.1815, simple_loss=0.2724, pruned_loss=0.04526, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02899, over 62.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3034, pruned_loss=0.07051, over 2473543.13 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07714, over 20794.40 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.05238, over 2354434.24 frames. utt_duration=1265 frames, utt_pad_proportion=0.05218, over 7454.18 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3061, pruned_loss=0.07279, over 2474412.09 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07733, over 22221.01 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 18:57:59,390 INFO [train.py:927] (5/8) Epoch 16, batch 6150, giga_loss[loss=0.2117, simple_loss=0.302, pruned_loss=0.06068, over 12377.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0277, over 91.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3026, pruned_loss=0.06994, over 2473586.33 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07066, over 19546.47 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2853, pruned_loss=0.05228, over 2357568.20 frames. utt_duration=1271 frames, utt_pad_proportion=0.05102, over 7425.92 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3053, pruned_loss=0.07234, over 2474637.37 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07177, over 21054.05 utterances.], batch size: 91, lr: 2.49e-04
2022-08-30 18:59:44,107 INFO [train.py:927] (5/8) Epoch 16, batch 6200, giga_loss[loss=0.2359, simple_loss=0.3149, pruned_loss=0.07847, over 12417.00 frames. utt_duration=508.3 frames, utt_pad_proportion=0.03724, over 98.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.305, pruned_loss=0.07105, over 2473624.05 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06902, over 19663.97 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05231, over 2358576.91 frames. utt_duration=1272 frames, utt_pad_proportion=0.05059, over 7424.66 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3072, pruned_loss=0.07308, over 2474589.46 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07019, over 20962.30 utterances.], batch size: 98, lr: 2.49e-04
2022-08-30 19:01:26,828 INFO [train.py:927] (5/8) Epoch 16, batch 6250, giga_loss[loss=0.2697, simple_loss=0.3375, pruned_loss=0.101, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3065, pruned_loss=0.07242, over 2473927.78 frames. utt_duration=510 frames, utt_pad_proportion=0.06547, over 19458.26 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.285, pruned_loss=0.05209, over 2362103.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.04974, over 7422.15 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07475, over 2474590.80 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06705, over 20830.07 utterances.], batch size: 146, lr: 2.49e-04
2022-08-30 19:03:11,176 INFO [train.py:927] (5/8) Epoch 16, batch 6300, libri_loss[loss=0.1538, simple_loss=0.241, pruned_loss=0.03332, over 12417.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006615, over 30.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3065, pruned_loss=0.07147, over 2474980.10 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0644, over 19460.57 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05177, over 2368349.82 frames. utt_duration=1284 frames, utt_pad_proportion=0.04774, over 7388.36 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3105, pruned_loss=0.07473, over 2475321.09 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06664, over 21244.85 utterances.], batch size: 30, lr: 2.49e-04
2022-08-30 19:04:55,354 INFO [train.py:927] (5/8) Epoch 16, batch 6350, giga_loss[loss=0.2245, simple_loss=0.3084, pruned_loss=0.0703, over 12370.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03126, over 97.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.307, pruned_loss=0.07157, over 2474852.99 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06581, over 20169.23 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2844, pruned_loss=0.05169, over 2371045.96 frames. utt_duration=1286 frames, utt_pad_proportion=0.04659, over 7380.77 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3108, pruned_loss=0.07476, over 2475578.76 frames. utt_duration=452.8 frames, utt_pad_proportion=0.06792, over 21938.59 utterances.], batch size: 97, lr: 2.49e-04
2022-08-30 19:06:39,044 INFO [train.py:927] (5/8) Epoch 16, batch 6400, giga_loss[loss=0.217, simple_loss=0.3015, pruned_loss=0.06624, over 12411.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3081, pruned_loss=0.07286, over 2475446.62 frames. utt_duration=467 frames, utt_pad_proportion=0.06694, over 21266.95 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05155, over 2372582.44 frames. utt_duration=1290 frames, utt_pad_proportion=0.04608, over 7368.10 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3115, pruned_loss=0.07577, over 2476037.65 frames. utt_duration=435 frames, utt_pad_proportion=0.06869, over 22843.11 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:08:23,270 INFO [train.py:927] (5/8) Epoch 16, batch 6450, giga_loss[loss=0.2085, simple_loss=0.2997, pruned_loss=0.05863, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04722, over 26.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.307, pruned_loss=0.07278, over 2475589.54 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06754, over 21103.03 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2843, pruned_loss=0.05164, over 2373393.99 frames. utt_duration=1290 frames, utt_pad_proportion=0.04569, over 7368.41 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3099, pruned_loss=0.07517, over 2476244.85 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06907, over 22463.31 utterances.], batch size: 26, lr: 2.49e-04
2022-08-30 19:10:06,417 INFO [train.py:927] (5/8) Epoch 16, batch 6500, giga_loss[loss=0.2677, simple_loss=0.341, pruned_loss=0.09723, over 12409.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04978, over 161.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3073, pruned_loss=0.07391, over 2474611.28 frames. utt_duration=462.9 frames, utt_pad_proportion=0.06926, over 21453.56 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2841, pruned_loss=0.05153, over 2375146.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.04503, over 7349.22 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3101, pruned_loss=0.07628, over 2475363.51 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07066, over 22794.21 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:11:48,391 INFO [train.py:927] (5/8) Epoch 16, batch 6550, libri_loss[loss=0.1858, simple_loss=0.2682, pruned_loss=0.05173, over 12196.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008003, over 30.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3078, pruned_loss=0.07443, over 2474235.65 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07117, over 21084.97 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.0516, over 2377425.65 frames. utt_duration=1285 frames, utt_pad_proportion=0.0499, over 7406.30 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3107, pruned_loss=0.07688, over 2475451.84 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07096, over 22488.81 utterances.], batch size: 30, lr: 2.49e-04
2022-08-30 19:13:30,932 INFO [train.py:927] (5/8) Epoch 16, batch 6600, libri_loss[loss=0.2138, simple_loss=0.3108, pruned_loss=0.05843, over 12458.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.01917, over 43.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3084, pruned_loss=0.07527, over 2474847.38 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07726, over 21890.83 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05171, over 2379804.31 frames. utt_duration=1287 frames, utt_pad_proportion=0.04893, over 7403.29 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3111, pruned_loss=0.07766, over 2475833.63 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07723, over 23339.12 utterances.], batch size: 43, lr: 2.49e-04
2022-08-30 19:15:22,899 INFO [train.py:927] (5/8) Epoch 16, batch 6650, giga_loss[loss=0.2093, simple_loss=0.2984, pruned_loss=0.06009, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03038, over 75.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3077, pruned_loss=0.07502, over 2474054.03 frames. utt_duration=463 frames, utt_pad_proportion=0.07501, over 21442.42 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.284, pruned_loss=0.0517, over 2382214.56 frames. utt_duration=1279 frames, utt_pad_proportion=0.05234, over 7459.25 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3107, pruned_loss=0.07754, over 2475164.06 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07447, over 22920.05 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 19:17:05,568 INFO [train.py:927] (5/8) Epoch 16, batch 6700, giga_loss[loss=0.2179, simple_loss=0.298, pruned_loss=0.06886, over 12438.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04161, over 114.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3076, pruned_loss=0.07444, over 2474547.28 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07332, over 21182.58 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05145, over 2385420.37 frames. utt_duration=1282 frames, utt_pad_proportion=0.05119, over 7452.50 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3112, pruned_loss=0.07754, over 2475843.74 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07362, over 22899.15 utterances.], batch size: 114, lr: 2.49e-04
2022-08-30 19:18:47,611 INFO [train.py:927] (5/8) Epoch 16, batch 6750, giga_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05182, over 12386.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02912, over 51.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07532, over 2473983.58 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06954, over 20948.34 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2836, pruned_loss=0.05145, over 2387954.79 frames. utt_duration=1286 frames, utt_pad_proportion=0.05002, over 7435.18 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3125, pruned_loss=0.07844, over 2475101.81 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07056, over 22712.88 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 19:20:29,899 INFO [train.py:927] (5/8) Epoch 16, batch 6800, giga_loss[loss=0.2199, simple_loss=0.3055, pruned_loss=0.06712, over 12341.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3115, pruned_loss=0.07671, over 2473831.59 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07496, over 21931.88 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.05165, over 2389319.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.0495, over 7443.65 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07933, over 2474646.41 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07568, over 23517.05 utterances.], batch size: 97, lr: 2.49e-04
2022-08-30 19:22:13,568 INFO [train.py:927] (5/8) Epoch 16, batch 6850, giga_loss[loss=0.2065, simple_loss=0.2952, pruned_loss=0.05886, over 12445.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3118, pruned_loss=0.07696, over 2473106.25 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07638, over 22147.34 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.05161, over 2390158.87 frames. utt_duration=1288 frames, utt_pad_proportion=0.04891, over 7433.04 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3144, pruned_loss=0.07941, over 2474141.55 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07716, over 23612.42 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 19:23:55,038 INFO [train.py:927] (5/8) Epoch 16, batch 6900, giga_loss[loss=0.2192, simple_loss=0.3109, pruned_loss=0.06377, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07676, over 2473720.72 frames. utt_duration=457 frames, utt_pad_proportion=0.07232, over 21722.57 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2842, pruned_loss=0.05159, over 2391501.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.04902, over 7452.17 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.314, pruned_loss=0.07917, over 2474840.79 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07332, over 23133.08 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 19:25:39,382 INFO [train.py:927] (5/8) Epoch 16, batch 6950, giga_loss[loss=0.2494, simple_loss=0.3249, pruned_loss=0.08702, over 12412.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05028, over 161.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3116, pruned_loss=0.07674, over 2473604.69 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06756, over 21361.01 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2843, pruned_loss=0.05166, over 2392318.18 frames. utt_duration=1287 frames, utt_pad_proportion=0.04843, over 7444.40 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3138, pruned_loss=0.07892, over 2474855.04 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06888, over 22666.52 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:27:25,541 INFO [train.py:927] (5/8) Epoch 16, batch 7000, giga_loss[loss=0.249, simple_loss=0.3293, pruned_loss=0.08436, over 12408.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.313, pruned_loss=0.07802, over 2473399.53 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07293, over 22230.02 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05179, over 2393536.56 frames. utt_duration=1289 frames, utt_pad_proportion=0.04767, over 7436.55 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3148, pruned_loss=0.08009, over 2474745.14 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07403, over 23534.74 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:29:09,218 INFO [train.py:927] (5/8) Epoch 16, batch 7050, giga_loss[loss=0.1968, simple_loss=0.2855, pruned_loss=0.05408, over 12301.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3139, pruned_loss=0.0788, over 2473386.85 frames. utt_duration=444 frames, utt_pad_proportion=0.07539, over 22356.18 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2852, pruned_loss=0.05181, over 2395110.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.0478, over 7468.38 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3155, pruned_loss=0.08091, over 2474464.48 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07631, over 23635.04 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 19:30:54,051 INFO [train.py:927] (5/8) Epoch 16, batch 7100, giga_loss[loss=0.2459, simple_loss=0.3254, pruned_loss=0.08323, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06233, over 183.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07814, over 2474357.13 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07411, over 22262.72 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05172, over 2396457.06 frames. utt_duration=1288 frames, utt_pad_proportion=0.04737, over 7451.12 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3154, pruned_loss=0.08037, over 2475399.98 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07519, over 23558.88 utterances.], batch size: 183, lr: 2.49e-04
2022-08-30 19:32:38,201 INFO [train.py:927] (5/8) Epoch 16, batch 7150, libri_loss[loss=0.211, simple_loss=0.3011, pruned_loss=0.06046, over 12348.00 frames. utt_duration=761.3 frames, utt_pad_proportion=0.1349, over 65.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3129, pruned_loss=0.07749, over 2474670.75 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07725, over 22638.06 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2852, pruned_loss=0.05187, over 2398230.79 frames. utt_duration=1271 frames, utt_pad_proportion=0.05168, over 7555.62 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.315, pruned_loss=0.07975, over 2475671.45 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07698, over 23931.83 utterances.], batch size: 65, lr: 2.49e-04
2022-08-30 19:34:21,764 INFO [train.py:927] (5/8) Epoch 16, batch 7200, giga_loss[loss=0.2117, simple_loss=0.2943, pruned_loss=0.06457, over 12377.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02755, over 70.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3101, pruned_loss=0.0759, over 2474589.58 frames. utt_duration=453.2 frames, utt_pad_proportion=0.0744, over 21914.34 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05184, over 2399635.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.05096, over 7547.65 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3122, pruned_loss=0.07814, over 2475472.63 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07464, over 23194.09 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 19:36:06,126 INFO [train.py:927] (5/8) Epoch 16, batch 7250, giga_loss[loss=0.3195, simple_loss=0.3751, pruned_loss=0.1319, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07198, over 212.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3066, pruned_loss=0.07456, over 2474648.06 frames. utt_duration=464.6 frames, utt_pad_proportion=0.076, over 21374.29 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05186, over 2401680.04 frames. utt_duration=1276 frames, utt_pad_proportion=0.05002, over 7538.44 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3089, pruned_loss=0.07696, over 2475511.32 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07664, over 22799.33 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 19:37:53,749 INFO [train.py:927] (5/8) Epoch 16, batch 7300, giga_loss[loss=0.2689, simple_loss=0.3414, pruned_loss=0.09822, over 12414.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3051, pruned_loss=0.07396, over 2474012.91 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07269, over 20522.67 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2854, pruned_loss=0.05194, over 2403828.35 frames. utt_duration=1275 frames, utt_pad_proportion=0.04921, over 7550.67 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3074, pruned_loss=0.0765, over 2475037.72 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07391, over 22064.80 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 19:39:38,557 INFO [train.py:927] (5/8) Epoch 16, batch 7350, libri_loss[loss=0.1832, simple_loss=0.2765, pruned_loss=0.04493, over 12392.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00571, over 34.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3056, pruned_loss=0.07228, over 2474118.25 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07581, over 21863.21 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2856, pruned_loss=0.05203, over 2404922.07 frames. utt_duration=1276 frames, utt_pad_proportion=0.04863, over 7547.40 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3074, pruned_loss=0.07449, over 2474901.46 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07684, over 23279.50 utterances.], batch size: 34, lr: 2.49e-04
2022-08-30 19:41:21,764 INFO [train.py:927] (5/8) Epoch 16, batch 7400, giga_loss[loss=0.1984, simple_loss=0.297, pruned_loss=0.04985, over 12453.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03146, over 75.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3037, pruned_loss=0.06914, over 2474577.53 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07772, over 22280.63 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.286, pruned_loss=0.05222, over 2408359.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.0536, over 7689.26 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3056, pruned_loss=0.07154, over 2474866.92 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07741, over 23907.26 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 19:43:04,145 INFO [train.py:927] (5/8) Epoch 16, batch 7450, libri_loss[loss=0.1746, simple_loss=0.2663, pruned_loss=0.0415, over 12434.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007239, over 32.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2998, pruned_loss=0.06622, over 2474478.78 frames. utt_duration=410.6 frames, utt_pad_proportion=0.08586, over 24190.51 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2854, pruned_loss=0.05201, over 2409918.27 frames. utt_duration=1261 frames, utt_pad_proportion=0.05277, over 7653.41 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3021, pruned_loss=0.06867, over 2474777.51 frames. utt_duration=383.9 frames, utt_pad_proportion=0.08556, over 25882.74 utterances.], batch size: 32, lr: 2.49e-04
2022-08-30 19:44:46,109 INFO [train.py:927] (5/8) Epoch 16, batch 7500, giga_loss[loss=0.2065, simple_loss=0.3014, pruned_loss=0.05581, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05304, over 161.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3007, pruned_loss=0.06531, over 2474853.81 frames. utt_duration=404 frames, utt_pad_proportion=0.08379, over 24594.25 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2857, pruned_loss=0.05218, over 2410579.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.05723, over 7738.46 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3025, pruned_loss=0.06722, over 2475079.77 frames. utt_duration=382.2 frames, utt_pad_proportion=0.08278, over 26000.69 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:46:28,300 INFO [train.py:927] (5/8) Epoch 16, batch 7550, giga_loss[loss=0.1895, simple_loss=0.2793, pruned_loss=0.0498, over 12464.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03147, over 86.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2991, pruned_loss=0.0636, over 2474799.43 frames. utt_duration=397.6 frames, utt_pad_proportion=0.08266, over 24985.07 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2857, pruned_loss=0.05209, over 2411828.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.05633, over 7724.85 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3008, pruned_loss=0.06541, over 2474995.46 frames. utt_duration=376.2 frames, utt_pad_proportion=0.08229, over 26417.84 utterances.], batch size: 86, lr: 2.49e-04
2022-08-30 19:48:14,025 INFO [train.py:927] (5/8) Epoch 16, batch 7600, giga_loss[loss=0.2154, simple_loss=0.2974, pruned_loss=0.06671, over 12396.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1, over 257.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2979, pruned_loss=0.0618, over 2475314.18 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07728, over 24515.50 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2858, pruned_loss=0.05206, over 2412521.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.05582, over 7709.09 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2993, pruned_loss=0.0634, over 2475682.19 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07746, over 25894.43 utterances.], batch size: 257, lr: 2.49e-04
2022-08-30 19:49:58,243 INFO [train.py:927] (5/8) Epoch 16, batch 7650, giga_loss[loss=0.1712, simple_loss=0.2642, pruned_loss=0.03913, over 12239.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.05365, over 26.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05979, over 2475848.93 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07401, over 23993.61 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2859, pruned_loss=0.05212, over 2413364.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.05941, over 7777.54 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2971, pruned_loss=0.06112, over 2476224.11 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07335, over 25235.57 utterances.], batch size: 26, lr: 2.49e-04
2022-08-30 19:51:45,632 INFO [train.py:927] (5/8) Epoch 16, batch 7700, giga_loss[loss=0.2016, simple_loss=0.2899, pruned_loss=0.0566, over 12391.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04858, over 161.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2925, pruned_loss=0.05817, over 2476059.70 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07405, over 24630.19 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2859, pruned_loss=0.05217, over 2414465.12 frames. utt_duration=1241 frames, utt_pad_proportion=0.05942, over 7791.65 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2936, pruned_loss=0.05927, over 2476208.06 frames. utt_duration=385 frames, utt_pad_proportion=0.07361, over 25822.52 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:53:29,047 INFO [train.py:927] (5/8) Epoch 16, batch 7750, libri_loss[loss=0.182, simple_loss=0.2631, pruned_loss=0.05044, over 12286.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01044, over 28.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2904, pruned_loss=0.05758, over 2476043.60 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07683, over 25219.92 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2854, pruned_loss=0.05201, over 2415661.29 frames. utt_duration=1246 frames, utt_pad_proportion=0.05858, over 7763.97 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2918, pruned_loss=0.05871, over 2476188.66 frames. utt_duration=375 frames, utt_pad_proportion=0.07669, over 26516.99 utterances.], batch size: 28, lr: 2.49e-04
2022-08-30 19:55:25,996 INFO [train.py:927] (5/8) Epoch 16, batch 7800, giga_loss[loss=0.2124, simple_loss=0.3053, pruned_loss=0.05974, over 12339.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03393, over 97.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05726, over 2476262.69 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07499, over 25902.86 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2855, pruned_loss=0.05198, over 2416533.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.05778, over 7762.69 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05827, over 2476663.32 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07526, over 27238.02 utterances.], batch size: 97, lr: 2.49e-04
2022-08-30 19:57:29,553 INFO [train.py:927] (5/8) Epoch 16, batch 7850, giga_loss[loss=0.2083, simple_loss=0.2975, pruned_loss=0.05953, over 12371.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 182.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05743, over 2475831.21 frames. utt_duration=382.7 frames, utt_pad_proportion=0.0748, over 25974.36 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.286, pruned_loss=0.05226, over 2418064.71 frames. utt_duration=1229 frames, utt_pad_proportion=0.06199, over 7880.03 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05815, over 2476610.67 frames. utt_duration=361.3 frames, utt_pad_proportion=0.07411, over 27525.57 utterances.], batch size: 182, lr: 2.49e-04
2022-08-30 19:59:31,373 INFO [train.py:927] (5/8) Epoch 16, batch 7900, giga_loss[loss=0.2061, simple_loss=0.295, pruned_loss=0.0586, over 12410.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2906, pruned_loss=0.05517, over 2476080.43 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07078, over 25028.90 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2858, pruned_loss=0.05212, over 2418703.26 frames. utt_duration=1232 frames, utt_pad_proportion=0.06129, over 7861.88 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2913, pruned_loss=0.05592, over 2476906.68 frames. utt_duration=375 frames, utt_pad_proportion=0.07065, over 26513.59 utterances.], batch size: 182, lr: 2.49e-04
2022-08-30 20:01:40,625 INFO [train.py:927] (5/8) Epoch 16, batch 7950, giga_loss[loss=0.1843, simple_loss=0.2713, pruned_loss=0.04861, over 12406.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06977, over 211.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2886, pruned_loss=0.05416, over 2475673.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06743, over 24379.71 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2858, pruned_loss=0.05201, over 2421284.95 frames. utt_duration=1233 frames, utt_pad_proportion=0.05976, over 7865.74 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2895, pruned_loss=0.05502, over 2477071.79 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06808, over 26528.33 utterances.], batch size: 211, lr: 2.49e-04
2022-08-30 20:03:35,869 INFO [train.py:927] (5/8) Epoch 16, batch 8000, giga_loss[loss=0.1958, simple_loss=0.2872, pruned_loss=0.05219, over 12353.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03191, over 104.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2864, pruned_loss=0.05336, over 2476082.92 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06636, over 24074.48 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05194, over 2422370.36 frames. utt_duration=1237 frames, utt_pad_proportion=0.05887, over 7841.67 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2873, pruned_loss=0.05413, over 2477184.23 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06722, over 26079.23 utterances.], batch size: 104, lr: 2.49e-04
2022-08-30 20:05:38,238 INFO [train.py:927] (5/8) Epoch 16, batch 8050, giga_loss[loss=0.2045, simple_loss=0.2999, pruned_loss=0.05452, over 12416.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.288, pruned_loss=0.05344, over 2476345.14 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06659, over 24487.35 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2854, pruned_loss=0.0519, over 2423193.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.058, over 7826.57 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2888, pruned_loss=0.05412, over 2477680.80 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06752, over 26457.78 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 20:07:51,940 INFO [train.py:927] (5/8) Epoch 16, batch 8100, giga_loss[loss=0.2404, simple_loss=0.3153, pruned_loss=0.08276, over 12416.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09666, over 256.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05193, over 2476347.92 frames. utt_duration=397.7 frames, utt_pad_proportion=0.0697, over 24987.98 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2851, pruned_loss=0.05169, over 2424287.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.05698, over 7788.24 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2866, pruned_loss=0.05267, over 2477613.36 frames. utt_duration=369 frames, utt_pad_proportion=0.07051, over 26949.01 utterances.], batch size: 256, lr: 2.49e-04
2022-08-30 20:09:53,887 INFO [train.py:927] (5/8) Epoch 16, batch 8150, giga_loss[loss=0.2028, simple_loss=0.3055, pruned_loss=0.05002, over 12365.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.0227, over 45.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2875, pruned_loss=0.05175, over 2477452.14 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06951, over 24877.68 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.285, pruned_loss=0.05159, over 2425206.48 frames. utt_duration=1250 frames, utt_pad_proportion=0.0563, over 7767.74 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2884, pruned_loss=0.05243, over 2478561.09 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07039, over 26766.95 utterances.], batch size: 45, lr: 2.49e-04
2022-08-30 20:11:58,309 INFO [train.py:927] (5/8) Epoch 16, batch 8200, giga_loss[loss=0.2148, simple_loss=0.3112, pruned_loss=0.05926, over 12352.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2893, pruned_loss=0.05129, over 2477286.43 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07182, over 25457.45 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2857, pruned_loss=0.05182, over 2426539.52 frames. utt_duration=1241 frames, utt_pad_proportion=0.05913, over 7829.87 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2896, pruned_loss=0.05163, over 2478632.17 frames. utt_duration=362 frames, utt_pad_proportion=0.07177, over 27483.29 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 20:14:06,718 INFO [train.py:927] (5/8) Epoch 16, batch 8250, giga_loss[loss=0.1833, simple_loss=0.2775, pruned_loss=0.04452, over 12361.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.024, over 70.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2903, pruned_loss=0.05178, over 2476692.24 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07141, over 25148.74 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2858, pruned_loss=0.05188, over 2427577.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.05794, over 7815.10 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2905, pruned_loss=0.05198, over 2478186.81 frames. utt_duration=365 frames, utt_pad_proportion=0.07179, over 27250.62 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 20:16:31,061 INFO [train.py:927] (5/8) Epoch 16, batch 8300, giga_loss[loss=0.1983, simple_loss=0.2903, pruned_loss=0.05322, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03954, over 113.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2907, pruned_loss=0.05296, over 2477202.01 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07093, over 25260.70 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2859, pruned_loss=0.05209, over 2428422.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.05788, over 7837.39 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2909, pruned_loss=0.05295, over 2478503.48 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07138, over 27198.37 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 20:18:39,391 INFO [train.py:927] (5/8) Epoch 16, batch 8350, giga_loss[loss=0.2079, simple_loss=0.2918, pruned_loss=0.062, over 12423.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.02748, over 80.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2883, pruned_loss=0.05206, over 2477564.83 frames. utt_duration=405 frames, utt_pad_proportion=0.06561, over 24541.27 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2854, pruned_loss=0.05179, over 2429325.05 frames. utt_duration=1245 frames, utt_pad_proportion=0.05689, over 7817.36 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2889, pruned_loss=0.05233, over 2479075.96 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06668, over 26547.96 utterances.], batch size: 80, lr: 2.49e-04
2022-08-30 20:20:49,780 INFO [train.py:927] (5/8) Epoch 16, batch 8400, libri_loss[loss=0.1828, simple_loss=0.2798, pruned_loss=0.04284, over 12320.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01902, over 41.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2862, pruned_loss=0.05145, over 2477945.51 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06362, over 24036.59 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2855, pruned_loss=0.05186, over 2430181.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.05616, over 7814.98 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2867, pruned_loss=0.0516, over 2479251.48 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06488, over 25947.38 utterances.], batch size: 41, lr: 2.49e-04
2022-08-30 20:22:57,682 INFO [train.py:927] (5/8) Epoch 16, batch 8450, giga_loss[loss=0.1786, simple_loss=0.2605, pruned_loss=0.04833, over 12438.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0306, over 80.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2877, pruned_loss=0.05232, over 2478461.96 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06307, over 24108.47 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2853, pruned_loss=0.05183, over 2430971.08 frames. utt_duration=1249 frames, utt_pad_proportion=0.05535, over 7793.77 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2882, pruned_loss=0.05244, over 2479657.49 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06435, over 25923.09 utterances.], batch size: 80, lr: 2.49e-04
2022-08-30 20:24:50,926 INFO [train.py:927] (5/8) Epoch 16, batch 8500, giga_loss[loss=0.2297, simple_loss=0.3082, pruned_loss=0.07562, over 12377.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07118, over 211.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2868, pruned_loss=0.05252, over 2478386.84 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06069, over 23747.50 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.285, pruned_loss=0.05169, over 2432063.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.05412, over 7763.29 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2876, pruned_loss=0.05274, over 2479614.02 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06227, over 25653.56 utterances.], batch size: 211, lr: 2.49e-04
2022-08-30 20:27:07,328 INFO [train.py:927] (5/8) Epoch 16, batch 8550, giga_loss[loss=0.2328, simple_loss=0.3277, pruned_loss=0.06896, over 12423.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07693, over 213.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2884, pruned_loss=0.05273, over 2478624.64 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06543, over 24407.69 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2852, pruned_loss=0.05173, over 2432396.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.05797, over 7832.27 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2888, pruned_loss=0.05289, over 2479714.05 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06543, over 25996.66 utterances.], batch size: 213, lr: 2.49e-04
2022-08-30 20:29:24,624 INFO [train.py:927] (5/8) Epoch 16, batch 8600, giga_loss[loss=0.2227, simple_loss=0.3066, pruned_loss=0.0694, over 12457.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04395, over 134.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2873, pruned_loss=0.05218, over 2478221.59 frames. utt_duration=412.7 frames, utt_pad_proportion=0.0654, over 24087.89 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2848, pruned_loss=0.0516, over 2433770.72 frames. utt_duration=1250 frames, utt_pad_proportion=0.05643, over 7799.53 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2881, pruned_loss=0.05244, over 2479511.66 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06589, over 25988.30 utterances.], batch size: 134, lr: 2.49e-04
2022-08-30 20:31:40,411 INFO [train.py:927] (5/8) Epoch 16, batch 8650, giga_loss[loss=0.1706, simple_loss=0.2699, pruned_loss=0.03563, over 12386.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2828, pruned_loss=0.05084, over 2477554.81 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06693, over 23905.54 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2845, pruned_loss=0.05159, over 2434769.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.05534, over 7766.87 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2838, pruned_loss=0.05107, over 2478856.44 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06756, over 25876.88 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 20:33:28,481 INFO [train.py:927] (5/8) Epoch 16, batch 8700, giga_loss[loss=0.1918, simple_loss=0.2807, pruned_loss=0.05139, over 12367.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02858, over 66.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2827, pruned_loss=0.0517, over 2477486.27 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07555, over 24892.26 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05179, over 2436225.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.05829, over 7823.45 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2831, pruned_loss=0.05168, over 2478732.67 frames. utt_duration=368.2 frames, utt_pad_proportion=0.0747, over 27016.59 utterances.], batch size: 66, lr: 2.49e-04
2022-08-30 20:35:31,342 INFO [train.py:927] (5/8) Epoch 16, batch 8750, giga_loss[loss=0.1993, simple_loss=0.2935, pruned_loss=0.05261, over 12380.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02872, over 85.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2817, pruned_loss=0.05084, over 2476818.28 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07535, over 24999.84 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2847, pruned_loss=0.05173, over 2436672.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.05833, over 7840.16 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.282, pruned_loss=0.05087, over 2478095.48 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07476, over 26965.81 utterances.], batch size: 85, lr: 2.49e-04
2022-08-30 20:37:43,858 INFO [train.py:927] (5/8) Epoch 16, batch 8800, giga_loss[loss=0.1674, simple_loss=0.2567, pruned_loss=0.039, over 12342.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02958, over 66.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2815, pruned_loss=0.05088, over 2476638.63 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07295, over 24580.31 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05193, over 2437847.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.06094, over 7888.80 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2814, pruned_loss=0.05069, over 2478044.32 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07215, over 26743.12 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 20:39:55,103 INFO [train.py:927] (5/8) Epoch 16, batch 8850, giga_loss[loss=0.1827, simple_loss=0.2789, pruned_loss=0.04325, over 12366.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03564, over 132.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2811, pruned_loss=0.05061, over 2476633.96 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07045, over 24209.96 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2851, pruned_loss=0.05194, over 2438167.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.06079, over 7904.07 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2809, pruned_loss=0.05041, over 2478144.87 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07007, over 26211.55 utterances.], batch size: 132, lr: 2.48e-04
2022-08-30 20:41:55,089 INFO [train.py:927] (5/8) Epoch 16, batch 8900, giga_loss[loss=0.187, simple_loss=0.27, pruned_loss=0.05202, over 12366.00 frames. utt_duration=142.2 frames, utt_pad_proportion=0.1637, over 351.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2805, pruned_loss=0.05098, over 2476526.90 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07086, over 24211.33 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05192, over 2439034.17 frames. utt_duration=1238 frames, utt_pad_proportion=0.06031, over 7893.17 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2803, pruned_loss=0.0508, over 2477968.30 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07071, over 26259.93 utterances.], batch size: 351, lr: 2.48e-04
2022-08-30 20:43:53,284 INFO [train.py:927] (5/8) Epoch 16, batch 8950, giga_loss[loss=0.1986, simple_loss=0.2926, pruned_loss=0.05231, over 12429.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02983, over 122.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05075, over 2477011.96 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06966, over 24214.47 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05211, over 2439679.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.0594, over 7877.41 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2818, pruned_loss=0.0504, over 2478229.29 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06992, over 26139.75 utterances.], batch size: 122, lr: 2.48e-04
2022-08-30 20:45:52,095 INFO [train.py:927] (5/8) Epoch 16, batch 9000, giga_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05902, over 12391.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.02652, over 97.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2837, pruned_loss=0.05083, over 2476560.59 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06672, over 23828.87 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2846, pruned_loss=0.05177, over 2440127.27 frames. utt_duration=1249 frames, utt_pad_proportion=0.0581, over 7825.57 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2838, pruned_loss=0.05083, over 2478311.70 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06758, over 25954.80 utterances.], batch size: 97, lr: 2.48e-04
2022-08-30 20:45:52,095 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 20:46:06,368 INFO [train.py:967] (5/8) 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] (5/8) Epoch 16, batch 9050, giga_loss[loss=0.2097, simple_loss=0.2998, pruned_loss=0.05981, over 12406.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04852, over 161.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05105, over 2476251.60 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06503, over 23802.46 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2846, pruned_loss=0.05176, over 2440294.60 frames. utt_duration=1251 frames, utt_pad_proportion=0.0572, over 7809.18 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.284, pruned_loss=0.05104, over 2478125.54 frames. utt_duration=385.7 frames, utt_pad_proportion=0.0661, over 25779.96 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 20:50:03,513 INFO [train.py:927] (5/8) Epoch 16, batch 9100, giga_loss[loss=0.1842, simple_loss=0.2777, pruned_loss=0.04539, over 12389.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2815, pruned_loss=0.04981, over 2475914.84 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06522, over 23115.76 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2843, pruned_loss=0.05159, over 2441474.02 frames. utt_duration=1257 frames, utt_pad_proportion=0.05535, over 7777.23 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2817, pruned_loss=0.0499, over 2477835.19 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06666, over 25400.90 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 20:52:06,496 INFO [train.py:927] (5/8) Epoch 16, batch 9150, giga_loss[loss=0.2146, simple_loss=0.3086, pruned_loss=0.06028, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2816, pruned_loss=0.0502, over 2476207.73 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06489, over 23127.88 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.0518, over 2442145.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.05403, over 7763.01 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05003, over 2478089.21 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06651, over 25391.18 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 20:54:05,675 INFO [train.py:927] (5/8) Epoch 16, batch 9200, giga_loss[loss=0.2045, simple_loss=0.2944, pruned_loss=0.0573, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03608, over 113.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.05103, over 2476231.68 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06743, over 24301.23 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.284, pruned_loss=0.05167, over 2442084.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05331, over 7730.01 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05099, over 2478402.74 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06873, over 26424.23 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 20:55:59,104 INFO [train.py:927] (5/8) Epoch 16, batch 9250, giga_loss[loss=0.1963, simple_loss=0.2967, pruned_loss=0.04796, over 12478.00 frames. utt_duration=746.3 frames, utt_pad_proportion=0.03084, over 67.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2846, pruned_loss=0.05188, over 2476883.84 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06356, over 23308.15 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05145, over 2442910.01 frames. utt_duration=1274 frames, utt_pad_proportion=0.05215, over 7681.16 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2855, pruned_loss=0.05205, over 2478986.79 frames. utt_duration=389 frames, utt_pad_proportion=0.06536, over 25572.73 utterances.], batch size: 67, lr: 2.48e-04
2022-08-30 20:58:17,883 INFO [train.py:927] (5/8) Epoch 16, batch 9300, giga_loss[loss=0.1924, simple_loss=0.2849, pruned_loss=0.04997, over 12436.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04942, over 161.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2858, pruned_loss=0.05178, over 2476955.57 frames. utt_duration=428.6 frames, utt_pad_proportion=0.06338, over 23181.77 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05144, over 2443032.14 frames. utt_duration=1270 frames, utt_pad_proportion=0.05261, over 7702.37 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2864, pruned_loss=0.05193, over 2478785.77 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06474, over 25074.78 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 21:00:18,191 INFO [train.py:927] (5/8) Epoch 16, batch 9350, giga_loss[loss=0.1966, simple_loss=0.2904, pruned_loss=0.05139, over 12377.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03045, over 85.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2848, pruned_loss=0.05159, over 2476901.12 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06437, over 23189.40 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05129, over 2443622.84 frames. utt_duration=1268 frames, utt_pad_proportion=0.05289, over 7718.93 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2855, pruned_loss=0.05185, over 2478899.97 frames. utt_duration=395 frames, utt_pad_proportion=0.06541, over 25180.57 utterances.], batch size: 85, lr: 2.48e-04
2022-08-30 21:02:22,140 INFO [train.py:927] (5/8) Epoch 16, batch 9400, giga_loss[loss=0.2202, simple_loss=0.2893, pruned_loss=0.07553, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03124, over 40.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2838, pruned_loss=0.05155, over 2477385.90 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06233, over 22850.40 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2836, pruned_loss=0.05138, over 2443783.06 frames. utt_duration=1268 frames, utt_pad_proportion=0.05237, over 7721.13 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.05168, over 2479269.39 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06349, over 24624.77 utterances.], batch size: 40, lr: 2.48e-04
2022-08-30 21:04:21,740 INFO [train.py:927] (5/8) Epoch 16, batch 9450, libri_loss[loss=0.2121, simple_loss=0.3098, pruned_loss=0.05719, over 12365.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01051, over 38.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2838, pruned_loss=0.05135, over 2477738.43 frames. utt_duration=429.2 frames, utt_pad_proportion=0.0616, over 23154.07 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.05142, over 2444172.01 frames. utt_duration=1269 frames, utt_pad_proportion=0.05197, over 7713.95 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.284, pruned_loss=0.05142, over 2479172.77 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06269, over 24703.67 utterances.], batch size: 38, lr: 2.48e-04
2022-08-30 21:06:25,294 INFO [train.py:927] (5/8) Epoch 16, batch 9500, giga_loss[loss=0.204, simple_loss=0.303, pruned_loss=0.05251, over 12420.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07689, over 213.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2843, pruned_loss=0.05012, over 2478002.62 frames. utt_duration=424.5 frames, utt_pad_proportion=0.0612, over 23418.16 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.05131, over 2444295.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.0516, over 7700.83 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2846, pruned_loss=0.05026, over 2479322.58 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06219, over 24786.05 utterances.], batch size: 213, lr: 2.48e-04
2022-08-30 21:08:28,796 INFO [train.py:927] (5/8) Epoch 16, batch 9550, libri_loss[loss=0.1807, simple_loss=0.2821, pruned_loss=0.03959, over 12319.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004701, over 35.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2852, pruned_loss=0.05, over 2477711.26 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06228, over 23866.10 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.05118, over 2444793.81 frames. utt_duration=1275 frames, utt_pad_proportion=0.05081, over 7681.41 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2857, pruned_loss=0.0502, over 2479059.08 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06326, over 25321.10 utterances.], batch size: 35, lr: 2.48e-04
2022-08-30 21:10:26,150 INFO [train.py:927] (5/8) Epoch 16, batch 9600, giga_loss[loss=0.175, simple_loss=0.2717, pruned_loss=0.03921, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.02937, over 58.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2846, pruned_loss=0.0497, over 2477629.22 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06052, over 23265.14 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05134, over 2445710.91 frames. utt_duration=1279 frames, utt_pad_proportion=0.04932, over 7656.70 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.285, pruned_loss=0.04967, over 2479087.31 frames. utt_duration=397 frames, utt_pad_proportion=0.06195, over 25055.43 utterances.], batch size: 58, lr: 2.48e-04
2022-08-30 21:12:41,525 INFO [train.py:927] (5/8) Epoch 16, batch 9650, giga_loss[loss=0.1957, simple_loss=0.2884, pruned_loss=0.05152, over 12347.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02973, over 85.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2852, pruned_loss=0.0495, over 2477478.68 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06058, over 22914.75 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.05125, over 2446283.58 frames. utt_duration=1281 frames, utt_pad_proportion=0.04838, over 7645.50 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2856, pruned_loss=0.04952, over 2478819.70 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06205, over 24683.06 utterances.], batch size: 85, lr: 2.48e-04
2022-08-30 21:15:01,422 INFO [train.py:927] (5/8) Epoch 16, batch 9700, giga_loss[loss=0.2277, simple_loss=0.3083, pruned_loss=0.07356, over 12414.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09987, over 257.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2871, pruned_loss=0.0503, over 2477630.36 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0642, over 23408.56 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05122, over 2446634.28 frames. utt_duration=1279 frames, utt_pad_proportion=0.04865, over 7659.93 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2875, pruned_loss=0.05032, over 2478786.44 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06514, over 25007.84 utterances.], batch size: 257, lr: 2.48e-04
2022-08-30 21:17:22,915 INFO [train.py:927] (5/8) Epoch 16, batch 9750, giga_loss[loss=0.2149, simple_loss=0.2875, pruned_loss=0.07121, over 12397.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1648, over 352.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2872, pruned_loss=0.05076, over 2478202.14 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06471, over 23487.69 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2831, pruned_loss=0.05112, over 2447275.50 frames. utt_duration=1281 frames, utt_pad_proportion=0.04816, over 7653.03 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2876, pruned_loss=0.05086, over 2478965.44 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0656, over 24958.98 utterances.], batch size: 352, lr: 2.48e-04
2022-08-30 21:19:24,330 INFO [train.py:927] (5/8) Epoch 16, batch 9800, giga_loss[loss=0.1847, simple_loss=0.2808, pruned_loss=0.04427, over 12384.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02852, over 85.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2867, pruned_loss=0.04994, over 2478167.94 frames. utt_duration=434 frames, utt_pad_proportion=0.06262, over 22903.18 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2838, pruned_loss=0.05111, over 2447690.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05272, over 7764.53 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2865, pruned_loss=0.05, over 2478953.38 frames. utt_duration=410.1 frames, utt_pad_proportion=0.0622, over 24246.18 utterances.], batch size: 85, lr: 2.48e-04
2022-08-30 21:21:21,918 INFO [train.py:927] (5/8) Epoch 16, batch 9850, giga_loss[loss=0.2279, simple_loss=0.3102, pruned_loss=0.07284, over 12381.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09519, over 255.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2875, pruned_loss=0.05064, over 2477342.52 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06844, over 24053.06 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2835, pruned_loss=0.05104, over 2448178.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05182, over 7736.73 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2876, pruned_loss=0.05073, over 2478218.83 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06818, over 25515.13 utterances.], batch size: 255, lr: 2.48e-04
2022-08-30 21:23:12,169 INFO [train.py:927] (5/8) Epoch 16, batch 9900, libri_loss[loss=0.1718, simple_loss=0.2608, pruned_loss=0.04133, over 12221.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006135, over 31.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2873, pruned_loss=0.05096, over 2477877.61 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06516, over 24200.09 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05095, over 2448376.45 frames. utt_duration=1270 frames, utt_pad_proportion=0.05123, over 7720.74 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2876, pruned_loss=0.05112, over 2478814.44 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06533, over 25612.53 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 21:25:03,425 INFO [train.py:927] (5/8) Epoch 16, batch 9950, giga_loss[loss=0.1805, simple_loss=0.2691, pruned_loss=0.0459, over 12486.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2862, pruned_loss=0.05096, over 2478117.03 frames. utt_duration=396.8 frames, utt_pad_proportion=0.0671, over 25055.99 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2835, pruned_loss=0.05099, over 2448806.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05166, over 7743.40 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2864, pruned_loss=0.05105, over 2478741.24 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06708, over 26284.00 utterances.], batch size: 43, lr: 2.48e-04
2022-08-30 21:26:43,985 INFO [train.py:927] (5/8) Epoch 16, batch 10000, giga_loss[loss=0.2147, simple_loss=0.2985, pruned_loss=0.06547, over 12186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0336, over 39.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2918, pruned_loss=0.054, over 2476841.96 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06607, over 23641.19 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.283, pruned_loss=0.0507, over 2449168.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.051, over 7724.41 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2925, pruned_loss=0.05437, over 2477789.44 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06637, over 25084.54 utterances.], batch size: 39, lr: 2.48e-04
2022-08-30 21:28:27,616 INFO [train.py:927] (5/8) Epoch 16, batch 10050, giga_loss[loss=0.1653, simple_loss=0.2595, pruned_loss=0.03552, over 12389.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.0305, over 62.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2924, pruned_loss=0.05494, over 2476380.01 frames. utt_duration=434.2 frames, utt_pad_proportion=0.06372, over 22879.57 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2829, pruned_loss=0.05064, over 2449488.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05068, over 7722.14 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2931, pruned_loss=0.05533, over 2477076.94 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06422, over 24165.64 utterances.], batch size: 62, lr: 2.48e-04
2022-08-30 21:30:09,352 INFO [train.py:927] (5/8) Epoch 16, batch 10100, giga_loss[loss=0.1638, simple_loss=0.243, pruned_loss=0.04229, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02905, over 48.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.286, pruned_loss=0.05248, over 2476074.14 frames. utt_duration=457.5 frames, utt_pad_proportion=0.06247, over 21713.73 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2839, pruned_loss=0.05074, over 2449768.29 frames. utt_duration=1272 frames, utt_pad_proportion=0.05003, over 7712.87 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05276, over 2476844.88 frames. utt_duration=432 frames, utt_pad_proportion=0.06322, over 23003.87 utterances.], batch size: 48, lr: 2.48e-04
2022-08-30 21:31:51,826 INFO [train.py:927] (5/8) Epoch 16, batch 10150, giga_loss[loss=0.1653, simple_loss=0.2412, pruned_loss=0.04468, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02696, over 45.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2787, pruned_loss=0.05035, over 2474883.19 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06241, over 21055.19 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.05065, over 2450370.12 frames. utt_duration=1280 frames, utt_pad_proportion=0.0487, over 7669.04 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2787, pruned_loss=0.05068, over 2475890.28 frames. utt_duration=439.2 frames, utt_pad_proportion=0.06356, over 22618.07 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 21:33:36,208 INFO [train.py:927] (5/8) Epoch 16, batch 10200, giga_loss[loss=0.1683, simple_loss=0.2576, pruned_loss=0.03949, over 12443.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0349, over 98.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2725, pruned_loss=0.04821, over 2474892.23 frames. utt_duration=499.6 frames, utt_pad_proportion=0.05856, over 19869.12 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2839, pruned_loss=0.05074, over 2450837.66 frames. utt_duration=1281 frames, utt_pad_proportion=0.04796, over 7661.73 utterances.], giga_tot_loss[loss=0.1845, simple_loss=0.2722, pruned_loss=0.04838, over 2475707.31 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06009, over 21341.64 utterances.], batch size: 98, lr: 2.48e-04
2022-08-30 21:35:19,557 INFO [train.py:927] (5/8) Epoch 16, batch 10250, giga_loss[loss=0.1899, simple_loss=0.2736, pruned_loss=0.0531, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.1808, simple_loss=0.2674, pruned_loss=0.04707, over 2474290.37 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06022, over 19667.60 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2835, pruned_loss=0.05061, over 2451360.87 frames. utt_duration=1285 frames, utt_pad_proportion=0.04727, over 7636.66 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2672, pruned_loss=0.04725, over 2474904.91 frames. utt_duration=471.2 frames, utt_pad_proportion=0.0616, over 21070.41 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 21:37:02,210 INFO [train.py:927] (5/8) Epoch 16, batch 10300, giga_loss[loss=0.1596, simple_loss=0.2398, pruned_loss=0.03969, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02731, over 45.00 utterances.], tot_loss[loss=0.1773, simple_loss=0.2632, pruned_loss=0.0457, over 2474448.50 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05966, over 18828.28 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2839, pruned_loss=0.0508, over 2451548.70 frames. utt_duration=1272 frames, utt_pad_proportion=0.05151, over 7717.69 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2624, pruned_loss=0.04559, over 2475172.32 frames. utt_duration=494.6 frames, utt_pad_proportion=0.05942, over 20076.89 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 21:38:46,431 INFO [train.py:927] (5/8) Epoch 16, batch 10350, giga_loss[loss=0.1546, simple_loss=0.2397, pruned_loss=0.03472, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03872, over 113.00 utterances.], tot_loss[loss=0.1731, simple_loss=0.2584, pruned_loss=0.04388, over 2474041.09 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06232, over 18925.69 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.05047, over 2451846.25 frames. utt_duration=1279 frames, utt_pad_proportion=0.0504, over 7679.62 utterances.], giga_tot_loss[loss=0.1727, simple_loss=0.2577, pruned_loss=0.04391, over 2474935.64 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06244, over 20260.07 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 21:40:29,335 INFO [train.py:927] (5/8) Epoch 16, batch 10400, libri_loss[loss=0.2064, simple_loss=0.3035, pruned_loss=0.05465, over 12313.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006647, over 36.00 utterances.], tot_loss[loss=0.17, simple_loss=0.2547, pruned_loss=0.04262, over 2473623.02 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06089, over 18388.78 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2833, pruned_loss=0.05059, over 2451846.78 frames. utt_duration=1283 frames, utt_pad_proportion=0.04924, over 7652.65 utterances.], giga_tot_loss[loss=0.169, simple_loss=0.2534, pruned_loss=0.04234, over 2474950.58 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06162, over 19792.26 utterances.], batch size: 36, lr: 2.48e-04
2022-08-30 21:42:07,968 INFO [train.py:927] (5/8) Epoch 16, batch 10450, giga_loss[loss=0.1448, simple_loss=0.229, pruned_loss=0.03028, over 12444.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.1717, simple_loss=0.2561, pruned_loss=0.04362, over 2474099.68 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06373, over 18900.62 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2833, pruned_loss=0.05051, over 2452486.72 frames. utt_duration=1286 frames, utt_pad_proportion=0.04792, over 7637.04 utterances.], giga_tot_loss[loss=0.1703, simple_loss=0.2541, pruned_loss=0.04322, over 2475277.96 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06474, over 20389.03 utterances.], batch size: 75, lr: 2.48e-04
2022-08-30 21:43:49,906 INFO [train.py:927] (5/8) Epoch 16, batch 10500, giga_loss[loss=0.2086, simple_loss=0.3028, pruned_loss=0.05718, over 12318.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.0287, over 74.00 utterances.], tot_loss[loss=0.1824, simple_loss=0.2676, pruned_loss=0.04858, over 2474134.16 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06632, over 19074.75 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2833, pruned_loss=0.05043, over 2452718.96 frames. utt_duration=1285 frames, utt_pad_proportion=0.04753, over 7644.96 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2654, pruned_loss=0.0482, over 2475457.79 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06732, over 20579.98 utterances.], batch size: 74, lr: 2.48e-04
2022-08-30 21:45:32,064 INFO [train.py:927] (5/8) Epoch 16, batch 10550, giga_loss[loss=0.2097, simple_loss=0.2956, pruned_loss=0.06192, over 12354.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03174, over 85.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2749, pruned_loss=0.05119, over 2473772.29 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06118, over 18371.71 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2834, pruned_loss=0.05051, over 2453075.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.04665, over 7632.61 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2727, pruned_loss=0.05081, over 2475176.35 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06287, over 19947.08 utterances.], batch size: 85, lr: 2.48e-04
2022-08-30 21:47:15,492 INFO [train.py:927] (5/8) Epoch 16, batch 10600, giga_loss[loss=0.1764, simple_loss=0.2684, pruned_loss=0.04218, over 12089.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03395, over 30.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.279, pruned_loss=0.05203, over 2474120.25 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05799, over 17807.56 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2835, pruned_loss=0.05048, over 2453582.05 frames. utt_duration=1290 frames, utt_pad_proportion=0.04546, over 7616.80 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2769, pruned_loss=0.05178, over 2475409.79 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06018, over 19405.55 utterances.], batch size: 30, lr: 2.48e-04
2022-08-30 21:49:04,211 INFO [train.py:927] (5/8) Epoch 16, batch 10650, giga_loss[loss=0.211, simple_loss=0.3023, pruned_loss=0.05986, over 12387.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04087, over 133.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2829, pruned_loss=0.0544, over 2474843.82 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05833, over 17919.21 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2835, pruned_loss=0.05051, over 2453620.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.04512, over 7607.65 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2812, pruned_loss=0.0542, over 2476008.67 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06019, over 19272.79 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 21:50:46,581 INFO [train.py:927] (5/8) Epoch 16, batch 10700, giga_loss[loss=0.2273, simple_loss=0.3093, pruned_loss=0.07268, over 12386.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07432, over 212.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.287, pruned_loss=0.0559, over 2473942.93 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05841, over 17509.05 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2837, pruned_loss=0.05037, over 2453750.14 frames. utt_duration=1295 frames, utt_pad_proportion=0.04466, over 7585.57 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2855, pruned_loss=0.05595, over 2475134.54 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06015, over 18778.82 utterances.], batch size: 212, lr: 2.48e-04
2022-08-30 21:52:33,397 INFO [train.py:927] (5/8) Epoch 16, batch 10750, libri_loss[loss=0.1586, simple_loss=0.2438, pruned_loss=0.03676, over 12291.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.04724, over 27.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05617, over 2474564.12 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05986, over 17609.91 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2835, pruned_loss=0.05036, over 2453920.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.04847, over 7639.51 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2888, pruned_loss=0.0563, over 2475629.60 frames. utt_duration=531 frames, utt_pad_proportion=0.06002, over 18701.02 utterances.], batch size: 27, lr: 2.48e-04
2022-08-30 21:54:16,182 INFO [train.py:927] (5/8) Epoch 16, batch 10800, libri_loss[loss=0.1888, simple_loss=0.2841, pruned_loss=0.04674, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006847, over 34.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2911, pruned_loss=0.05576, over 2473630.22 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05826, over 16653.88 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2834, pruned_loss=0.05035, over 2454268.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.05182, over 7688.79 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2906, pruned_loss=0.05609, over 2474899.18 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05739, over 17836.12 utterances.], batch size: 34, lr: 2.48e-04
2022-08-30 21:55:56,773 INFO [train.py:927] (5/8) Epoch 16, batch 10850, giga_loss[loss=0.1756, simple_loss=0.273, pruned_loss=0.0391, over 12396.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2904, pruned_loss=0.05485, over 2474174.57 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05563, over 16216.91 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05018, over 2454846.43 frames. utt_duration=1285 frames, utt_pad_proportion=0.05028, over 7650.75 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2909, pruned_loss=0.05546, over 2475416.11 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05577, over 17529.90 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 21:57:38,457 INFO [train.py:927] (5/8) Epoch 16, batch 10900, giga_loss[loss=0.2411, simple_loss=0.3204, pruned_loss=0.08093, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04741, over 147.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2923, pruned_loss=0.0566, over 2473499.39 frames. utt_duration=637.6 frames, utt_pad_proportion=0.05392, over 15555.27 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05017, over 2455192.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.05, over 7661.44 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05721, over 2474666.82 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05434, over 16810.76 utterances.], batch size: 147, lr: 2.48e-04
2022-08-30 21:59:21,197 INFO [train.py:927] (5/8) Epoch 16, batch 10950, giga_loss[loss=0.2206, simple_loss=0.2881, pruned_loss=0.07651, over 12333.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2022, over 368.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05866, over 2473427.58 frames. utt_duration=617.3 frames, utt_pad_proportion=0.05539, over 16067.71 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05013, over 2455316.28 frames. utt_duration=1287 frames, utt_pad_proportion=0.04924, over 7642.39 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2948, pruned_loss=0.0593, over 2474542.80 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05592, over 17214.68 utterances.], batch size: 368, lr: 2.48e-04
2022-08-30 22:01:03,515 INFO [train.py:927] (5/8) Epoch 16, batch 11000, giga_loss[loss=0.1778, simple_loss=0.2745, pruned_loss=0.04056, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04119, over 113.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05867, over 2473182.55 frames. utt_duration=629.9 frames, utt_pad_proportion=0.0568, over 15743.41 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2829, pruned_loss=0.05034, over 2455883.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05742, over 7789.19 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2936, pruned_loss=0.05923, over 2474034.73 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05377, over 16751.37 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 22:02:45,707 INFO [train.py:927] (5/8) Epoch 16, batch 11050, giga_loss[loss=0.2208, simple_loss=0.3012, pruned_loss=0.07024, over 12365.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06542, over 183.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.05839, over 2472428.46 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06422, over 16852.30 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.283, pruned_loss=0.05041, over 2456201.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.06023, over 7859.80 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.293, pruned_loss=0.05903, over 2473357.18 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06048, over 17869.36 utterances.], batch size: 183, lr: 2.48e-04
2022-08-30 22:04:31,960 INFO [train.py:927] (5/8) Epoch 16, batch 11100, giga_loss[loss=0.1718, simple_loss=0.2568, pruned_loss=0.04343, over 12245.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02997, over 45.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2904, pruned_loss=0.05816, over 2471847.29 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06492, over 17266.32 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2829, pruned_loss=0.05045, over 2456195.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.0589, over 7820.54 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2914, pruned_loss=0.05885, over 2473038.35 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06256, over 18367.88 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 22:06:18,159 INFO [train.py:927] (5/8) Epoch 16, batch 11150, giga_loss[loss=0.1788, simple_loss=0.2638, pruned_loss=0.04687, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2859, pruned_loss=0.05635, over 2473073.03 frames. utt_duration=557.9 frames, utt_pad_proportion=0.066, over 17778.70 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2826, pruned_loss=0.05033, over 2456784.62 frames. utt_duration=1261 frames, utt_pad_proportion=0.05808, over 7802.23 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.287, pruned_loss=0.05714, over 2473770.53 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06449, over 18848.63 utterances.], batch size: 122, lr: 2.48e-04
2022-08-30 22:08:03,704 INFO [train.py:927] (5/8) Epoch 16, batch 11200, giga_loss[loss=0.2047, simple_loss=0.2869, pruned_loss=0.06124, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02746, over 48.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2851, pruned_loss=0.05612, over 2473511.28 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06738, over 18503.21 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2829, pruned_loss=0.05049, over 2456651.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05747, over 7786.29 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2857, pruned_loss=0.05664, over 2474416.74 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06646, over 19507.96 utterances.], batch size: 48, lr: 2.48e-04
2022-08-30 22:09:46,606 INFO [train.py:927] (5/8) Epoch 16, batch 11250, giga_loss[loss=0.1745, simple_loss=0.2641, pruned_loss=0.04251, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04741, over 26.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2842, pruned_loss=0.05587, over 2473658.80 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06582, over 18492.44 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2828, pruned_loss=0.05031, over 2456917.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.0577, over 7792.65 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2848, pruned_loss=0.0565, over 2474359.98 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06511, over 19415.55 utterances.], batch size: 26, lr: 2.48e-04
2022-08-30 22:11:32,709 INFO [train.py:927] (5/8) Epoch 16, batch 11300, giga_loss[loss=0.1638, simple_loss=0.2509, pruned_loss=0.03837, over 12286.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02612, over 54.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2811, pruned_loss=0.05471, over 2473320.05 frames. utt_duration=540.9 frames, utt_pad_proportion=0.065, over 18341.20 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2828, pruned_loss=0.05035, over 2457384.65 frames. utt_duration=1263 frames, utt_pad_proportion=0.05717, over 7789.74 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2815, pruned_loss=0.05524, over 2473660.12 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06473, over 19224.54 utterances.], batch size: 54, lr: 2.48e-04
2022-08-30 22:13:16,006 INFO [train.py:927] (5/8) Epoch 16, batch 11350, giga_loss[loss=0.1937, simple_loss=0.2755, pruned_loss=0.05594, over 12444.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03653, over 133.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2785, pruned_loss=0.05378, over 2473273.71 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06421, over 17958.81 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2828, pruned_loss=0.0504, over 2457626.02 frames. utt_duration=1267 frames, utt_pad_proportion=0.05627, over 7768.35 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2788, pruned_loss=0.05424, over 2473675.75 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06437, over 18903.88 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 22:14:57,375 INFO [train.py:927] (5/8) Epoch 16, batch 11400, giga_loss[loss=0.17, simple_loss=0.2587, pruned_loss=0.04066, over 12413.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03225, over 80.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2751, pruned_loss=0.05271, over 2473595.87 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06386, over 17662.64 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2825, pruned_loss=0.05029, over 2457587.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.05581, over 7742.92 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2755, pruned_loss=0.05321, over 2474161.35 frames. utt_duration=534.6 frames, utt_pad_proportion=0.0642, over 18563.71 utterances.], batch size: 80, lr: 2.48e-04
2022-08-30 22:16:38,142 INFO [train.py:927] (5/8) Epoch 16, batch 11450, giga_loss[loss=0.2118, simple_loss=0.2931, pruned_loss=0.06521, over 12422.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04927, over 161.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2737, pruned_loss=0.05221, over 2473947.13 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06099, over 17472.36 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05038, over 2457791.22 frames. utt_duration=1268 frames, utt_pad_proportion=0.05568, over 7761.27 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2737, pruned_loss=0.05259, over 2474557.40 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06149, over 18387.01 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 22:18:19,093 INFO [train.py:927] (5/8) Epoch 16, batch 11500, giga_loss[loss=0.2336, simple_loss=0.3139, pruned_loss=0.07666, over 12404.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05855, over 182.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2733, pruned_loss=0.05257, over 2472734.29 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05928, over 17150.83 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05045, over 2457771.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.05861, over 7817.19 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2731, pruned_loss=0.05284, over 2473514.87 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05861, over 17989.43 utterances.], batch size: 182, lr: 2.48e-04
2022-08-30 22:20:01,888 INFO [train.py:927] (5/8) Epoch 16, batch 11550, giga_loss[loss=0.1939, simple_loss=0.281, pruned_loss=0.05338, over 12387.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03733, over 113.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2764, pruned_loss=0.05441, over 2472381.02 frames. utt_duration=581.5 frames, utt_pad_proportion=0.0629, over 17049.54 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05058, over 2458229.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.05804, over 7837.01 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2759, pruned_loss=0.05462, over 2473134.99 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06249, over 18049.96 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 22:21:46,494 INFO [train.py:927] (5/8) Epoch 16, batch 11600, libri_loss[loss=0.1728, simple_loss=0.2657, pruned_loss=0.03989, over 12222.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006577, over 31.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.282, pruned_loss=0.05773, over 2472445.93 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06708, over 17474.65 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2823, pruned_loss=0.05035, over 2458268.91 frames. utt_duration=1267 frames, utt_pad_proportion=0.05575, over 7771.36 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2819, pruned_loss=0.05846, over 2473805.26 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06758, over 18861.43 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 22:23:33,621 INFO [train.py:927] (5/8) Epoch 16, batch 11650, giga_loss[loss=0.2345, simple_loss=0.3257, pruned_loss=0.07166, over 12459.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2866, pruned_loss=0.05892, over 2472849.35 frames. utt_duration=563 frames, utt_pad_proportion=0.06752, over 17615.64 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2825, pruned_loss=0.05039, over 2458604.55 frames. utt_duration=1268 frames, utt_pad_proportion=0.05495, over 7767.98 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2865, pruned_loss=0.0596, over 2473873.24 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06828, over 18893.02 utterances.], batch size: 75, lr: 2.48e-04
2022-08-30 22:25:17,495 INFO [train.py:927] (5/8) Epoch 16, batch 11700, libri_loss[loss=0.1822, simple_loss=0.2686, pruned_loss=0.04791, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00724, over 31.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2917, pruned_loss=0.0609, over 2473216.03 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06476, over 17657.47 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2822, pruned_loss=0.05043, over 2459383.18 frames. utt_duration=1277 frames, utt_pad_proportion=0.05312, over 7713.80 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2921, pruned_loss=0.06185, over 2473976.87 frames. utt_duration=517 frames, utt_pad_proportion=0.06644, over 19195.98 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 22:27:03,716 INFO [train.py:927] (5/8) Epoch 16, batch 11750, giga_loss[loss=0.2006, simple_loss=0.2943, pruned_loss=0.05347, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03831, over 105.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2907, pruned_loss=0.05901, over 2473899.14 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06061, over 17703.60 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2824, pruned_loss=0.05049, over 2459796.56 frames. utt_duration=1278 frames, utt_pad_proportion=0.05241, over 7710.90 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.291, pruned_loss=0.05993, over 2474448.23 frames. utt_duration=518 frames, utt_pad_proportion=0.0626, over 19164.24 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 22:28:47,300 INFO [train.py:927] (5/8) Epoch 16, batch 11800, libri_loss[loss=0.2009, simple_loss=0.3069, pruned_loss=0.04748, over 12436.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.0192, over 43.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2907, pruned_loss=0.05812, over 2474117.40 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06016, over 18117.57 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2826, pruned_loss=0.05056, over 2460039.16 frames. utt_duration=1274 frames, utt_pad_proportion=0.05257, over 7734.18 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2909, pruned_loss=0.05889, over 2474505.14 frames. utt_duration=512 frames, utt_pad_proportion=0.06173, over 19388.73 utterances.], batch size: 43, lr: 2.48e-04
2022-08-30 22:30:32,322 INFO [train.py:927] (5/8) Epoch 16, batch 11850, giga_loss[loss=0.2389, simple_loss=0.3179, pruned_loss=0.07998, over 12367.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05874, over 2473891.52 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06196, over 18171.25 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.283, pruned_loss=0.05079, over 2459822.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.05124, over 7723.68 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2926, pruned_loss=0.05941, over 2474854.13 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06376, over 19553.72 utterances.], batch size: 213, lr: 2.48e-04
2022-08-30 22:32:18,390 INFO [train.py:927] (5/8) Epoch 16, batch 11900, giga_loss[loss=0.2271, simple_loss=0.3049, pruned_loss=0.07466, over 12452.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03212, over 40.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.294, pruned_loss=0.05986, over 2473198.30 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05834, over 17606.32 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.283, pruned_loss=0.05082, over 2459968.11 frames. utt_duration=1277 frames, utt_pad_proportion=0.05056, over 7712.87 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2943, pruned_loss=0.06054, over 2474149.75 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06036, over 18942.96 utterances.], batch size: 40, lr: 2.48e-04
2022-08-30 22:34:04,213 INFO [train.py:927] (5/8) Epoch 16, batch 11950, giga_loss[loss=0.2195, simple_loss=0.3063, pruned_loss=0.06639, over 12352.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2946, pruned_loss=0.06065, over 2473577.01 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05545, over 17276.27 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2829, pruned_loss=0.05069, over 2460400.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.05034, over 7720.99 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2951, pruned_loss=0.06154, over 2474236.79 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05743, over 18557.62 utterances.], batch size: 85, lr: 2.48e-04
2022-08-30 22:35:49,144 INFO [train.py:927] (5/8) Epoch 16, batch 12000, giga_loss[loss=0.2215, simple_loss=0.3087, pruned_loss=0.06718, over 12365.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04664, over 146.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2967, pruned_loss=0.06159, over 2472872.30 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05833, over 17488.00 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.05088, over 2460645.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05367, over 7773.74 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2973, pruned_loss=0.0624, over 2473522.96 frames. utt_duration=530.5 frames, utt_pad_proportion=0.05849, over 18704.35 utterances.], batch size: 146, lr: 2.48e-04
2022-08-30 22:35:49,145 INFO [train.py:958] (5/8) Computing validation loss
2022-08-30 22:36:03,782 INFO [train.py:967] (5/8) 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 22:37:45,075 INFO [train.py:927] (5/8) Epoch 16, batch 12050, giga_loss[loss=0.2339, simple_loss=0.3148, pruned_loss=0.07648, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03294, over 40.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2984, pruned_loss=0.062, over 2472784.87 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05521, over 16946.99 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.05099, over 2460876.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05227, over 7752.99 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2991, pruned_loss=0.06289, over 2473463.49 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05611, over 18246.31 utterances.], batch size: 40, lr: 2.48e-04
2022-08-30 22:39:27,116 INFO [train.py:927] (5/8) Epoch 16, batch 12100, giga_loss[loss=0.2149, simple_loss=0.3039, pruned_loss=0.06295, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2985, pruned_loss=0.06301, over 2472485.04 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06219, over 17741.36 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05119, over 2461216.38 frames. utt_duration=1275 frames, utt_pad_proportion=0.05096, over 7732.11 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2993, pruned_loss=0.0639, over 2473082.75 frames. utt_duration=519.6 frames, utt_pad_proportion=0.063, over 19092.96 utterances.], batch size: 58, lr: 2.47e-04
2022-08-30 22:41:07,689 INFO [train.py:927] (5/8) Epoch 16, batch 12150, giga_loss[loss=0.2352, simple_loss=0.3228, pruned_loss=0.0738, over 12364.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03599, over 122.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2967, pruned_loss=0.06237, over 2472115.33 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05714, over 16584.01 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05125, over 2461073.67 frames. utt_duration=1277 frames, utt_pad_proportion=0.04988, over 7717.91 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2977, pruned_loss=0.06338, over 2473024.25 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05872, over 17980.09 utterances.], batch size: 122, lr: 2.47e-04
2022-08-30 22:42:49,826 INFO [train.py:927] (5/8) Epoch 16, batch 12200, giga_loss[loss=0.2105, simple_loss=0.2979, pruned_loss=0.06154, over 12414.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02721, over 62.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2964, pruned_loss=0.06243, over 2471444.53 frames. utt_duration=624.6 frames, utt_pad_proportion=0.05671, over 15864.44 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.0514, over 2460862.33 frames. utt_duration=1282 frames, utt_pad_proportion=0.04899, over 7685.27 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2977, pruned_loss=0.06335, over 2472587.98 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05843, over 17188.92 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 22:44:32,746 INFO [train.py:927] (5/8) Epoch 16, batch 12250, giga_loss[loss=0.2074, simple_loss=0.2949, pruned_loss=0.05996, over 12391.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.297, pruned_loss=0.06231, over 2471909.82 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05765, over 15920.80 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05161, over 2461316.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.04899, over 7714.78 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2981, pruned_loss=0.06321, over 2472764.35 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05909, over 17210.86 utterances.], batch size: 133, lr: 2.47e-04
2022-08-30 22:46:12,397 INFO [train.py:927] (5/8) Epoch 16, batch 12300, giga_loss[loss=0.1933, simple_loss=0.2814, pruned_loss=0.05262, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.043, over 34.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2963, pruned_loss=0.06227, over 2471773.97 frames. utt_duration=632.2 frames, utt_pad_proportion=0.05786, over 15676.67 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2837, pruned_loss=0.0518, over 2461698.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.04746, over 7668.38 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2979, pruned_loss=0.06326, over 2472548.23 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05974, over 17087.44 utterances.], batch size: 34, lr: 2.47e-04
2022-08-30 22:47:54,142 INFO [train.py:927] (5/8) Epoch 16, batch 12350, giga_loss[loss=0.2148, simple_loss=0.2946, pruned_loss=0.06745, over 12332.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03407, over 51.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2942, pruned_loss=0.06164, over 2472977.16 frames. utt_duration=619.1 frames, utt_pad_proportion=0.06191, over 16016.56 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.05201, over 2461939.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.04868, over 7721.68 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2954, pruned_loss=0.06243, over 2473561.77 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06271, over 17226.85 utterances.], batch size: 51, lr: 2.47e-04
2022-08-30 22:49:34,576 INFO [train.py:927] (5/8) Epoch 16, batch 12400, libri_loss[loss=0.1947, simple_loss=0.2842, pruned_loss=0.05259, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006378, over 32.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.06066, over 2472479.22 frames. utt_duration=637.2 frames, utt_pad_proportion=0.06246, over 15557.61 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05234, over 2461810.84 frames. utt_duration=1275 frames, utt_pad_proportion=0.04897, over 7730.92 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2927, pruned_loss=0.06115, over 2473264.26 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06311, over 16659.74 utterances.], batch size: 32, lr: 2.47e-04
2022-08-30 22:51:17,097 INFO [train.py:927] (5/8) Epoch 16, batch 12450, giga_loss[loss=0.1953, simple_loss=0.2776, pruned_loss=0.05651, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2892, pruned_loss=0.05983, over 2472371.70 frames. utt_duration=630.1 frames, utt_pad_proportion=0.0654, over 15731.90 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2845, pruned_loss=0.05266, over 2461950.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.04864, over 7713.08 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.29, pruned_loss=0.06023, over 2473338.47 frames. utt_duration=584.2 frames, utt_pad_proportion=0.06618, over 16977.73 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 22:53:00,469 INFO [train.py:927] (5/8) Epoch 16, batch 12500, giga_loss[loss=0.1929, simple_loss=0.2747, pruned_loss=0.05557, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2861, pruned_loss=0.05843, over 2472228.31 frames. utt_duration=647.3 frames, utt_pad_proportion=0.0602, over 15313.89 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2849, pruned_loss=0.05294, over 2462145.63 frames. utt_duration=1276 frames, utt_pad_proportion=0.04766, over 7728.95 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2865, pruned_loss=0.0588, over 2473307.70 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06195, over 16680.18 utterances.], batch size: 91, lr: 2.47e-04
2022-08-30 22:54:42,702 INFO [train.py:927] (5/8) Epoch 16, batch 12550, giga_loss[loss=0.1986, simple_loss=0.2872, pruned_loss=0.05499, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03222, over 97.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2835, pruned_loss=0.05697, over 2471758.53 frames. utt_duration=649.6 frames, utt_pad_proportion=0.05975, over 15255.18 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2847, pruned_loss=0.05307, over 2462562.43 frames. utt_duration=1279 frames, utt_pad_proportion=0.04663, over 7712.25 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2839, pruned_loss=0.05727, over 2472523.67 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06174, over 16567.31 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 22:56:25,530 INFO [train.py:927] (5/8) Epoch 16, batch 12600, giga_loss[loss=0.1894, simple_loss=0.2854, pruned_loss=0.04675, over 12355.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03314, over 104.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2847, pruned_loss=0.05699, over 2471886.14 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05769, over 15503.81 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2853, pruned_loss=0.05329, over 2463034.99 frames. utt_duration=1275 frames, utt_pad_proportion=0.04636, over 7736.96 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2845, pruned_loss=0.05715, over 2472359.71 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05972, over 16778.05 utterances.], batch size: 104, lr: 2.47e-04
2022-08-30 22:58:11,339 INFO [train.py:927] (5/8) Epoch 16, batch 12650, giga_loss[loss=0.2034, simple_loss=0.2965, pruned_loss=0.05515, over 12364.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07133, over 211.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2869, pruned_loss=0.05731, over 2472537.38 frames. utt_duration=584 frames, utt_pad_proportion=0.05934, over 16978.30 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2854, pruned_loss=0.0534, over 2462955.82 frames. utt_duration=1276 frames, utt_pad_proportion=0.0462, over 7729.27 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2867, pruned_loss=0.05735, over 2473017.85 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06082, over 18018.86 utterances.], batch size: 211, lr: 2.47e-04
2022-08-30 22:59:51,454 INFO [train.py:927] (5/8) Epoch 16, batch 12700, giga_loss[loss=0.2415, simple_loss=0.3136, pruned_loss=0.0847, over 12363.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1881, over 362.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2865, pruned_loss=0.05674, over 2473451.35 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05968, over 18023.58 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2854, pruned_loss=0.0536, over 2462845.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.04574, over 7705.43 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2864, pruned_loss=0.05663, over 2474071.72 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06098, over 19009.93 utterances.], batch size: 362, lr: 2.47e-04
2022-08-30 23:01:34,510 INFO [train.py:927] (5/8) Epoch 16, batch 12750, giga_loss[loss=0.2069, simple_loss=0.2845, pruned_loss=0.06469, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03486, over 39.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2867, pruned_loss=0.05658, over 2473718.42 frames. utt_duration=547 frames, utt_pad_proportion=0.06183, over 18139.50 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2855, pruned_loss=0.05371, over 2462928.13 frames. utt_duration=1280 frames, utt_pad_proportion=0.04563, over 7707.87 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2865, pruned_loss=0.05643, over 2474275.40 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06286, over 19041.75 utterances.], batch size: 39, lr: 2.47e-04
2022-08-30 23:03:13,889 INFO [train.py:927] (5/8) Epoch 16, batch 12800, giga_loss[loss=0.206, simple_loss=0.2982, pruned_loss=0.05687, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03773, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2874, pruned_loss=0.05678, over 2473918.42 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05734, over 17474.73 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2857, pruned_loss=0.054, over 2463289.55 frames. utt_duration=1280 frames, utt_pad_proportion=0.04511, over 7709.05 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2871, pruned_loss=0.05647, over 2474278.19 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05872, over 18418.25 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:04:57,396 INFO [train.py:927] (5/8) Epoch 16, batch 12850, giga_loss[loss=0.2016, simple_loss=0.2861, pruned_loss=0.05854, over 12354.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.289, pruned_loss=0.05712, over 2473931.99 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06363, over 18067.16 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2856, pruned_loss=0.05404, over 2463261.36 frames. utt_duration=1281 frames, utt_pad_proportion=0.04476, over 7698.47 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2889, pruned_loss=0.05691, over 2474489.62 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06466, over 19047.46 utterances.], batch size: 364, lr: 2.47e-04
2022-08-30 23:06:38,781 INFO [train.py:927] (5/8) Epoch 16, batch 12900, giga_loss[loss=0.1976, simple_loss=0.2897, pruned_loss=0.05272, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2899, pruned_loss=0.05771, over 2473870.84 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06169, over 17309.74 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2857, pruned_loss=0.05422, over 2463490.96 frames. utt_duration=1285 frames, utt_pad_proportion=0.04373, over 7674.80 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2898, pruned_loss=0.05746, over 2474391.08 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06321, over 18392.60 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:08:20,256 INFO [train.py:927] (5/8) Epoch 16, batch 12950, giga_loss[loss=0.1759, simple_loss=0.2596, pruned_loss=0.04605, over 12162.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.0441, over 28.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2887, pruned_loss=0.05726, over 2473626.94 frames. utt_duration=600 frames, utt_pad_proportion=0.05927, over 16530.85 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2857, pruned_loss=0.05452, over 2463836.90 frames. utt_duration=1287 frames, utt_pad_proportion=0.04303, over 7667.04 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2887, pruned_loss=0.05689, over 2473967.49 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06113, over 17602.70 utterances.], batch size: 28, lr: 2.47e-04
2022-08-30 23:09:57,606 INFO [train.py:927] (5/8) Epoch 16, batch 13000, giga_loss[loss=0.1857, simple_loss=0.2767, pruned_loss=0.04737, over 12285.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02639, over 54.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2863, pruned_loss=0.05661, over 2473401.54 frames. utt_duration=615.3 frames, utt_pad_proportion=0.06204, over 16117.45 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.286, pruned_loss=0.05502, over 2464167.89 frames. utt_duration=1275 frames, utt_pad_proportion=0.04736, over 7740.97 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2862, pruned_loss=0.05597, over 2473672.14 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06203, over 17182.34 utterances.], batch size: 54, lr: 2.47e-04
2022-08-30 23:11:37,107 INFO [train.py:927] (5/8) Epoch 16, batch 13050, giga_loss[loss=0.2018, simple_loss=0.3003, pruned_loss=0.05169, over 12351.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2864, pruned_loss=0.05611, over 2472859.58 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05971, over 16109.76 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2857, pruned_loss=0.05504, over 2464267.69 frames. utt_duration=1280 frames, utt_pad_proportion=0.04653, over 7711.74 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2865, pruned_loss=0.05561, over 2473201.95 frames. utt_duration=577.3 frames, utt_pad_proportion=0.0603, over 17180.34 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:13:15,589 INFO [train.py:927] (5/8) Epoch 16, batch 13100, giga_loss[loss=0.2064, simple_loss=0.2984, pruned_loss=0.05724, over 12423.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04923, over 161.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.288, pruned_loss=0.05668, over 2473335.80 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05687, over 17222.35 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2857, pruned_loss=0.05505, over 2464285.36 frames. utt_duration=1281 frames, utt_pad_proportion=0.04636, over 7706.18 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2881, pruned_loss=0.05628, over 2473624.98 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05753, over 18100.11 utterances.], batch size: 161, lr: 2.47e-04
2022-08-30 23:14:52,020 INFO [train.py:927] (5/8) Epoch 16, batch 13150, giga_loss[loss=0.1792, simple_loss=0.2691, pruned_loss=0.04469, over 12377.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2862, pruned_loss=0.05668, over 2474072.53 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05345, over 17149.62 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2858, pruned_loss=0.05516, over 2464767.37 frames. utt_duration=1280 frames, utt_pad_proportion=0.04573, over 7709.10 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2863, pruned_loss=0.05631, over 2474045.53 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05442, over 18004.67 utterances.], batch size: 146, lr: 2.47e-04
2022-08-30 23:16:31,630 INFO [train.py:927] (5/8) Epoch 16, batch 13200, giga_loss[loss=0.1823, simple_loss=0.2712, pruned_loss=0.0467, over 12402.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02535, over 91.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2841, pruned_loss=0.05648, over 2473370.17 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05321, over 17155.42 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2853, pruned_loss=0.05513, over 2465038.15 frames. utt_duration=1285 frames, utt_pad_proportion=0.04469, over 7679.88 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2846, pruned_loss=0.05627, over 2473486.30 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05458, over 18288.38 utterances.], batch size: 91, lr: 2.47e-04
2022-08-30 23:18:10,698 INFO [train.py:927] (5/8) Epoch 16, batch 13250, giga_loss[loss=0.206, simple_loss=0.2889, pruned_loss=0.06155, over 12405.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03823, over 105.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2823, pruned_loss=0.05573, over 2473824.33 frames. utt_duration=605.3 frames, utt_pad_proportion=0.05079, over 16389.18 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2857, pruned_loss=0.05537, over 2465652.55 frames. utt_duration=1286 frames, utt_pad_proportion=0.04347, over 7679.61 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2823, pruned_loss=0.05538, over 2473671.43 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05271, over 17644.65 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:19:50,891 INFO [train.py:927] (5/8) Epoch 16, batch 13300, giga_loss[loss=0.1859, simple_loss=0.2606, pruned_loss=0.05554, over 12340.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05388, over 34.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2789, pruned_loss=0.05484, over 2474417.10 frames. utt_duration=627.3 frames, utt_pad_proportion=0.04802, over 15816.37 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.286, pruned_loss=0.05562, over 2465903.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.0429, over 7683.92 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2785, pruned_loss=0.05434, over 2474208.60 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05007, over 16963.78 utterances.], batch size: 34, lr: 2.47e-04
2022-08-30 23:21:32,435 INFO [train.py:927] (5/8) Epoch 16, batch 13350, libri_loss[loss=0.1855, simple_loss=0.2708, pruned_loss=0.05011, over 12438.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006978, over 35.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2792, pruned_loss=0.0552, over 2473920.16 frames. utt_duration=621.7 frames, utt_pad_proportion=0.04827, over 15955.70 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2856, pruned_loss=0.05576, over 2466088.81 frames. utt_duration=1292 frames, utt_pad_proportion=0.04169, over 7641.23 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.279, pruned_loss=0.05466, over 2473883.59 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05045, over 17217.93 utterances.], batch size: 35, lr: 2.47e-04
2022-08-30 23:23:14,621 INFO [train.py:927] (5/8) Epoch 16, batch 13400, giga_loss[loss=0.2129, simple_loss=0.3008, pruned_loss=0.06246, over 12362.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2818, pruned_loss=0.05591, over 2473618.09 frames. utt_duration=605.3 frames, utt_pad_proportion=0.05241, over 16387.18 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2854, pruned_loss=0.05569, over 2465904.27 frames. utt_duration=1295 frames, utt_pad_proportion=0.04129, over 7627.45 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2818, pruned_loss=0.05554, over 2473891.18 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05403, over 17548.79 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 23:24:59,179 INFO [train.py:927] (5/8) Epoch 16, batch 13450, giga_loss[loss=0.1978, simple_loss=0.2742, pruned_loss=0.06067, over 12323.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.02978, over 28.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2845, pruned_loss=0.05654, over 2473883.41 frames. utt_duration=599.9 frames, utt_pad_proportion=0.05214, over 16537.68 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2855, pruned_loss=0.05583, over 2466158.46 frames. utt_duration=1294 frames, utt_pad_proportion=0.0409, over 7630.01 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2843, pruned_loss=0.05614, over 2473982.22 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05364, over 17563.98 utterances.], batch size: 28, lr: 2.47e-04
2022-08-30 23:26:45,982 INFO [train.py:927] (5/8) Epoch 16, batch 13500, giga_loss[loss=0.2078, simple_loss=0.2894, pruned_loss=0.06316, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.0331, over 86.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2887, pruned_loss=0.05927, over 2474695.98 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05263, over 16596.35 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.286, pruned_loss=0.05636, over 2466452.11 frames. utt_duration=1293 frames, utt_pad_proportion=0.04076, over 7639.93 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2881, pruned_loss=0.05855, over 2474824.96 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05409, over 17759.32 utterances.], batch size: 86, lr: 2.47e-04
2022-08-30 23:28:24,526 INFO [train.py:927] (5/8) Epoch 16, batch 13550, giga_loss[loss=0.2091, simple_loss=0.2965, pruned_loss=0.06086, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03239, over 51.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2949, pruned_loss=0.06296, over 2474475.64 frames. utt_duration=577 frames, utt_pad_proportion=0.05617, over 17198.10 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2858, pruned_loss=0.05641, over 2466375.31 frames. utt_duration=1292 frames, utt_pad_proportion=0.04123, over 7645.78 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2947, pruned_loss=0.06244, over 2474810.53 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05706, over 18286.21 utterances.], batch size: 51, lr: 2.47e-04
2022-08-30 23:30:07,352 INFO [train.py:927] (5/8) Epoch 16, batch 13600, giga_loss[loss=0.2453, simple_loss=0.3198, pruned_loss=0.08536, over 12390.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02958, over 97.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.302, pruned_loss=0.06864, over 2474676.55 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0636, over 18633.71 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2859, pruned_loss=0.05668, over 2466233.97 frames. utt_duration=1292 frames, utt_pad_proportion=0.04122, over 7641.45 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3022, pruned_loss=0.06826, over 2475319.72 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06409, over 19836.88 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 23:31:51,503 INFO [train.py:927] (5/8) Epoch 16, batch 13650, giga_loss[loss=0.2268, simple_loss=0.3046, pruned_loss=0.0745, over 12450.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3077, pruned_loss=0.07294, over 2474710.92 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06128, over 19290.38 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2861, pruned_loss=0.05707, over 2465891.22 frames. utt_duration=1293 frames, utt_pad_proportion=0.04062, over 7640.05 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3083, pruned_loss=0.07271, over 2475800.65 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06221, over 20612.25 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:33:37,071 INFO [train.py:927] (5/8) Epoch 16, batch 13700, giga_loss[loss=0.2913, simple_loss=0.3602, pruned_loss=0.1112, over 12394.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.313, pruned_loss=0.07724, over 2475089.51 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06073, over 19882.52 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2865, pruned_loss=0.05747, over 2466032.05 frames. utt_duration=1292 frames, utt_pad_proportion=0.04036, over 7644.65 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3132, pruned_loss=0.07686, over 2475902.55 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06164, over 21023.63 utterances.], batch size: 133, lr: 2.47e-04
2022-08-30 23:35:23,054 INFO [train.py:927] (5/8) Epoch 16, batch 13750, giga_loss[loss=0.2326, simple_loss=0.312, pruned_loss=0.07661, over 12424.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03638, over 113.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3169, pruned_loss=0.08034, over 2475163.68 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06495, over 20298.79 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2868, pruned_loss=0.05788, over 2465741.81 frames. utt_duration=1281 frames, utt_pad_proportion=0.04406, over 7708.34 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.318, pruned_loss=0.08056, over 2476502.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06465, over 21691.02 utterances.], batch size: 113, lr: 2.47e-04
2022-08-30 23:37:07,980 INFO [train.py:927] (5/8) Epoch 16, batch 13800, giga_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07464, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3165, pruned_loss=0.08081, over 2475115.70 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06921, over 20302.42 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2864, pruned_loss=0.05782, over 2465530.85 frames. utt_duration=1287 frames, utt_pad_proportion=0.04299, over 7669.57 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3189, pruned_loss=0.0819, over 2476752.28 frames. utt_duration=453 frames, utt_pad_proportion=0.06943, over 21942.87 utterances.], batch size: 80, lr: 2.47e-04
2022-08-30 23:38:52,102 INFO [train.py:927] (5/8) Epoch 16, batch 13850, libri_loss[loss=0.1776, simple_loss=0.2502, pruned_loss=0.05252, over 12237.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007958, over 29.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3178, pruned_loss=0.08215, over 2475412.95 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07208, over 21062.44 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2863, pruned_loss=0.05787, over 2465792.62 frames. utt_duration=1288 frames, utt_pad_proportion=0.0426, over 7666.60 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3206, pruned_loss=0.0835, over 2476725.76 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0724, over 22662.65 utterances.], batch size: 29, lr: 2.47e-04
2022-08-30 23:40:36,622 INFO [train.py:927] (5/8) Epoch 16, batch 13900, giga_loss[loss=0.2617, simple_loss=0.3359, pruned_loss=0.0937, over 12452.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3196, pruned_loss=0.08279, over 2475752.93 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07547, over 22058.05 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2864, pruned_loss=0.05795, over 2465465.40 frames. utt_duration=1290 frames, utt_pad_proportion=0.04229, over 7654.97 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3219, pruned_loss=0.084, over 2477177.65 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07571, over 23454.89 utterances.], batch size: 114, lr: 2.47e-04
2022-08-30 23:42:21,820 INFO [train.py:927] (5/8) Epoch 16, batch 13950, giga_loss[loss=0.2314, simple_loss=0.3211, pruned_loss=0.07079, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03307, over 30.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3179, pruned_loss=0.08054, over 2473529.39 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07928, over 21490.77 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2865, pruned_loss=0.05808, over 2465355.12 frames. utt_duration=1288 frames, utt_pad_proportion=0.04284, over 7665.29 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3207, pruned_loss=0.08216, over 2475090.30 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07962, over 23074.36 utterances.], batch size: 30, lr: 2.47e-04
2022-08-30 23:44:07,526 INFO [train.py:927] (5/8) Epoch 16, batch 14000, giga_loss[loss=0.2187, simple_loss=0.2983, pruned_loss=0.06954, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3153, pruned_loss=0.0776, over 2473627.90 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08211, over 21566.51 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2866, pruned_loss=0.05815, over 2465792.46 frames. utt_duration=1290 frames, utt_pad_proportion=0.0422, over 7653.07 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.318, pruned_loss=0.0792, over 2474639.41 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08254, over 23061.19 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 23:45:49,637 INFO [train.py:927] (5/8) Epoch 16, batch 14050, libri_loss[loss=0.1916, simple_loss=0.2694, pruned_loss=0.05688, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.0091, over 30.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3124, pruned_loss=0.07557, over 2474207.50 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07923, over 20663.37 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2871, pruned_loss=0.05863, over 2465726.97 frames. utt_duration=1270 frames, utt_pad_proportion=0.04914, over 7777.58 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3149, pruned_loss=0.07698, over 2475352.51 frames. utt_duration=448 frames, utt_pad_proportion=0.07805, over 22172.58 utterances.], batch size: 30, lr: 2.47e-04
2022-08-30 23:47:36,032 INFO [train.py:927] (5/8) Epoch 16, batch 14100, giga_loss[loss=0.2015, simple_loss=0.2984, pruned_loss=0.05226, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07565, over 2474512.60 frames. utt_duration=481.1 frames, utt_pad_proportion=0.0748, over 20636.41 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2872, pruned_loss=0.05876, over 2466037.90 frames. utt_duration=1271 frames, utt_pad_proportion=0.04875, over 7772.82 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3149, pruned_loss=0.0768, over 2475221.70 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07431, over 21938.27 utterances.], batch size: 58, lr: 2.47e-04
2022-08-30 23:49:30,092 INFO [train.py:927] (5/8) Epoch 16, batch 14150, giga_loss[loss=0.1998, simple_loss=0.2963, pruned_loss=0.05164, over 12370.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02849, over 70.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3126, pruned_loss=0.07455, over 2474039.03 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07851, over 21360.96 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2872, pruned_loss=0.05879, over 2465910.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.04858, over 7775.50 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3147, pruned_loss=0.07572, over 2474862.08 frames. utt_duration=439 frames, utt_pad_proportion=0.07817, over 22626.01 utterances.], batch size: 70, lr: 2.47e-04
2022-08-30 23:51:15,520 INFO [train.py:927] (5/8) Epoch 16, batch 14200, giga_loss[loss=0.2337, simple_loss=0.3195, pruned_loss=0.07395, over 12435.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.03221, over 55.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3125, pruned_loss=0.07362, over 2474318.31 frames. utt_duration=467.5 frames, utt_pad_proportion=0.078, over 21234.17 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2874, pruned_loss=0.05896, over 2465919.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.04755, over 7746.68 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.315, pruned_loss=0.07489, over 2475210.40 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07839, over 22725.55 utterances.], batch size: 55, lr: 2.47e-04
2022-08-30 23:53:02,261 INFO [train.py:927] (5/8) Epoch 16, batch 14250, libri_loss[loss=0.2029, simple_loss=0.2822, pruned_loss=0.06184, over 12230.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005786, over 31.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3124, pruned_loss=0.07438, over 2474045.24 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07523, over 21645.98 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2875, pruned_loss=0.05906, over 2465936.61 frames. utt_duration=1278 frames, utt_pad_proportion=0.04687, over 7726.84 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3147, pruned_loss=0.07559, over 2474908.19 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07603, over 23095.96 utterances.], batch size: 31, lr: 2.47e-04
2022-08-30 23:54:48,548 INFO [train.py:927] (5/8) Epoch 16, batch 14300, giga_loss[loss=0.2233, simple_loss=0.3045, pruned_loss=0.07111, over 12378.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03085, over 97.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3097, pruned_loss=0.07302, over 2473472.99 frames. utt_duration=483 frames, utt_pad_proportion=0.07302, over 20544.90 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2876, pruned_loss=0.0593, over 2466204.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.05068, over 7789.04 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3117, pruned_loss=0.07395, over 2474027.93 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07275, over 21810.31 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 23:56:37,081 INFO [train.py:927] (5/8) Epoch 16, batch 14350, giga_loss[loss=0.2052, simple_loss=0.3015, pruned_loss=0.05441, over 12404.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02952, over 62.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3082, pruned_loss=0.07108, over 2473954.68 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06747, over 19840.71 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2878, pruned_loss=0.05941, over 2466334.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05032, over 7785.18 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3098, pruned_loss=0.07183, over 2474342.55 frames. utt_duration=474 frames, utt_pad_proportion=0.06771, over 20944.59 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:58:22,370 INFO [train.py:927] (5/8) Epoch 16, batch 14400, giga_loss[loss=0.2379, simple_loss=0.3166, pruned_loss=0.07964, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06255, over 183.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3077, pruned_loss=0.07098, over 2473733.03 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06359, over 19446.52 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.288, pruned_loss=0.05964, over 2466076.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.0501, over 7805.22 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3094, pruned_loss=0.07169, over 2474491.91 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06422, over 20648.28 utterances.], batch size: 183, lr: 2.47e-04
2022-08-31 00:00:07,846 INFO [train.py:927] (5/8) Epoch 16, batch 14450, giga_loss[loss=0.2408, simple_loss=0.312, pruned_loss=0.08479, over 12424.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04654, over 161.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3077, pruned_loss=0.07162, over 2474124.32 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07124, over 20615.42 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2885, pruned_loss=0.06007, over 2465982.03 frames. utt_duration=1252 frames, utt_pad_proportion=0.05409, over 7885.48 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.309, pruned_loss=0.07205, over 2474982.07 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07016, over 21777.38 utterances.], batch size: 161, lr: 2.47e-04
2022-08-31 00:01:53,294 INFO [train.py:927] (5/8) Epoch 16, batch 14500, giga_loss[loss=0.2522, simple_loss=0.3151, pruned_loss=0.09463, over 12339.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1962, over 365.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3067, pruned_loss=0.07204, over 2473854.78 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06968, over 20400.14 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2884, pruned_loss=0.06001, over 2465958.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.05347, over 7873.29 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3082, pruned_loss=0.0727, over 2474747.47 frames. utt_duration=459.4 frames, utt_pad_proportion=0.0692, over 21615.35 utterances.], batch size: 365, lr: 2.47e-04
2022-08-31 00:03:35,277 INFO [train.py:927] (5/8) Epoch 16, batch 14550, giga_loss[loss=0.2073, simple_loss=0.2925, pruned_loss=0.06104, over 12445.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.02543, over 55.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3054, pruned_loss=0.07182, over 2474796.50 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06751, over 19764.27 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.289, pruned_loss=0.06046, over 2466313.57 frames. utt_duration=1255 frames, utt_pad_proportion=0.05257, over 7872.31 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.07223, over 2475407.65 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06769, over 21079.00 utterances.], batch size: 55, lr: 2.47e-04
2022-08-31 00:05:18,929 INFO [train.py:927] (5/8) Epoch 16, batch 14600, giga_loss[loss=0.2282, simple_loss=0.3144, pruned_loss=0.07098, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.0297, over 62.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.07121, over 2473650.13 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07029, over 19521.69 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2887, pruned_loss=0.06063, over 2466496.22 frames. utt_duration=1256 frames, utt_pad_proportion=0.05163, over 7861.61 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3064, pruned_loss=0.07189, over 2474351.32 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0708, over 21133.37 utterances.], batch size: 62, lr: 2.47e-04
2022-08-31 00:07:10,744 INFO [train.py:927] (5/8) Epoch 16, batch 14650, giga_loss[loss=0.236, simple_loss=0.3227, pruned_loss=0.07462, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04279, over 37.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.305, pruned_loss=0.07094, over 2473367.61 frames. utt_duration=512.3 frames, utt_pad_proportion=0.0705, over 19367.66 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2882, pruned_loss=0.06042, over 2466503.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05111, over 7835.81 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07181, over 2474008.86 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07117, over 20825.06 utterances.], batch size: 37, lr: 2.47e-04
2022-08-31 00:09:01,304 INFO [train.py:927] (5/8) Epoch 16, batch 14700, giga_loss[loss=0.2365, simple_loss=0.3122, pruned_loss=0.0804, over 12447.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03436, over 98.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3076, pruned_loss=0.07289, over 2473747.49 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07435, over 20449.37 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2882, pruned_loss=0.06047, over 2466314.20 frames. utt_duration=1261 frames, utt_pad_proportion=0.05091, over 7831.63 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3093, pruned_loss=0.07357, over 2474444.27 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07474, over 21645.52 utterances.], batch size: 98, lr: 2.47e-04
2022-08-31 00:10:48,266 INFO [train.py:927] (5/8) Epoch 16, batch 14750, giga_loss[loss=0.2217, simple_loss=0.2999, pruned_loss=0.07176, over 12422.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02409, over 48.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3082, pruned_loss=0.07426, over 2474092.70 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07562, over 20200.42 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2884, pruned_loss=0.06057, over 2466436.70 frames. utt_duration=1262 frames, utt_pad_proportion=0.05035, over 7826.22 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3097, pruned_loss=0.0749, over 2474621.25 frames. utt_duration=465.6 frames, utt_pad_proportion=0.0762, over 21324.60 utterances.], batch size: 48, lr: 2.47e-04
2022-08-31 00:12:34,937 INFO [train.py:927] (5/8) Epoch 16, batch 14800, giga_loss[loss=0.2377, simple_loss=0.3063, pruned_loss=0.08456, over 12482.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04491, over 34.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3082, pruned_loss=0.07495, over 2474486.09 frames. utt_duration=488 frames, utt_pad_proportion=0.07648, over 20345.56 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2882, pruned_loss=0.06049, over 2466335.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.04976, over 7800.00 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.31, pruned_loss=0.07576, over 2475129.18 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07722, over 21490.19 utterances.], batch size: 34, lr: 2.47e-04
2022-08-31 00:14:20,776 INFO [train.py:927] (5/8) Epoch 16, batch 14850, giga_loss[loss=0.2287, simple_loss=0.3077, pruned_loss=0.07485, over 12393.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02909, over 97.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3072, pruned_loss=0.07408, over 2473918.00 frames. utt_duration=489 frames, utt_pad_proportion=0.0752, over 20295.87 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2882, pruned_loss=0.06067, over 2466642.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.04965, over 7802.10 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.309, pruned_loss=0.07489, over 2474308.10 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07613, over 21505.69 utterances.], batch size: 97, lr: 2.47e-04
2022-08-31 00:16:07,211 INFO [train.py:927] (5/8) Epoch 16, batch 14900, giga_loss[loss=0.2067, simple_loss=0.2907, pruned_loss=0.06137, over 12370.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04013, over 113.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3054, pruned_loss=0.0724, over 2474761.91 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07662, over 20789.74 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2882, pruned_loss=0.06077, over 2466701.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05344, over 7861.78 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3071, pruned_loss=0.07312, over 2475127.94 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07625, over 21861.45 utterances.], batch size: 113, lr: 2.47e-04
2022-08-31 00:17:55,452 INFO [train.py:927] (5/8) Epoch 16, batch 14950, giga_loss[loss=0.2395, simple_loss=0.3172, pruned_loss=0.08095, over 12456.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02924, over 80.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3046, pruned_loss=0.07283, over 2475241.73 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07463, over 20889.67 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2882, pruned_loss=0.06095, over 2467187.78 frames. utt_duration=1249 frames, utt_pad_proportion=0.05692, over 7912.34 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3064, pruned_loss=0.07351, over 2475317.17 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07342, over 22031.16 utterances.], batch size: 80, lr: 2.47e-04
2022-08-31 00:19:43,862 INFO [train.py:927] (5/8) Epoch 16, batch 15000, giga_loss[loss=0.206, simple_loss=0.3101, pruned_loss=0.05098, over 12477.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02889, over 55.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3069, pruned_loss=0.0735, over 2474928.40 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07469, over 20745.27 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2883, pruned_loss=0.06103, over 2467146.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.05608, over 7901.22 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.07419, over 2475156.03 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07415, over 21908.07 utterances.], batch size: 55, lr: 2.47e-04
2022-08-31 00:19:43,863 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 00:19:57,970 INFO [train.py:967] (5/8) 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] (5/8) Epoch 16, batch 15050, giga_loss[loss=0.2181, simple_loss=0.3125, pruned_loss=0.06185, over 12366.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04664, over 146.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3085, pruned_loss=0.07295, over 2474639.31 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07656, over 20782.22 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2884, pruned_loss=0.06096, over 2467092.45 frames. utt_duration=1254 frames, utt_pad_proportion=0.05445, over 7876.99 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3108, pruned_loss=0.07424, over 2475315.80 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07698, over 22464.14 utterances.], batch size: 146, lr: 2.47e-04
2022-08-31 00:23:23,477 INFO [train.py:927] (5/8) Epoch 16, batch 15100, libri_loss[loss=0.2119, simple_loss=0.2892, pruned_loss=0.0673, over 12319.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006083, over 36.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3099, pruned_loss=0.07416, over 2474160.86 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07539, over 20633.56 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2886, pruned_loss=0.0613, over 2466973.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.05306, over 7840.85 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3122, pruned_loss=0.07531, over 2475070.61 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0765, over 22441.42 utterances.], batch size: 36, lr: 2.47e-04
2022-08-31 00:25:11,826 INFO [train.py:927] (5/8) Epoch 16, batch 15150, giga_loss[loss=0.245, simple_loss=0.3236, pruned_loss=0.08322, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3124, pruned_loss=0.07634, over 2474253.24 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07627, over 21186.50 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2887, pruned_loss=0.06128, over 2466993.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.05273, over 7842.46 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3143, pruned_loss=0.07738, over 2475019.06 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07723, over 22720.56 utterances.], batch size: 146, lr: 2.47e-04
2022-08-31 00:26:52,807 INFO [train.py:927] (5/8) Epoch 16, batch 15200, giga_loss[loss=0.2853, simple_loss=0.344, pruned_loss=0.1132, over 12366.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2117, over 373.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3106, pruned_loss=0.07617, over 2473963.40 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07726, over 20927.84 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2887, pruned_loss=0.0615, over 2466769.62 frames. utt_duration=1248 frames, utt_pad_proportion=0.05773, over 7917.16 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3129, pruned_loss=0.07726, over 2475011.35 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07662, over 22503.33 utterances.], batch size: 373, lr: 2.47e-04
2022-08-31 00:28:35,574 INFO [train.py:927] (5/8) Epoch 16, batch 15250, giga_loss[loss=0.2936, simple_loss=0.3544, pruned_loss=0.1164, over 12381.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3102, pruned_loss=0.07604, over 2473824.68 frames. utt_duration=482.3 frames, utt_pad_proportion=0.0719, over 20581.38 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2886, pruned_loss=0.06145, over 2466670.70 frames. utt_duration=1251 frames, utt_pad_proportion=0.05668, over 7897.27 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3126, pruned_loss=0.0773, over 2474929.14 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07218, over 22152.93 utterances.], batch size: 259, lr: 2.47e-04
2022-08-31 00:30:23,518 INFO [train.py:927] (5/8) Epoch 16, batch 15300, giga_loss[loss=0.2304, simple_loss=0.3022, pruned_loss=0.07934, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03659, over 105.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3097, pruned_loss=0.0763, over 2474780.91 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07082, over 20921.45 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2887, pruned_loss=0.06148, over 2466807.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.05627, over 7892.32 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3117, pruned_loss=0.0774, over 2475595.87 frames. utt_duration=446 frames, utt_pad_proportion=0.07126, over 22278.57 utterances.], batch size: 105, lr: 2.47e-04
2022-08-31 00:32:05,537 INFO [train.py:927] (5/8) Epoch 16, batch 15350, giga_loss[loss=0.232, simple_loss=0.3206, pruned_loss=0.07173, over 12393.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02915, over 58.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3088, pruned_loss=0.07567, over 2474269.20 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07682, over 21293.45 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2892, pruned_loss=0.06187, over 2466734.86 frames. utt_duration=1237 frames, utt_pad_proportion=0.06038, over 7988.32 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3103, pruned_loss=0.07646, over 2475147.95 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07576, over 22519.49 utterances.], batch size: 58, lr: 2.47e-04
2022-08-31 00:33:48,523 INFO [train.py:927] (5/8) Epoch 16, batch 15400, giga_loss[loss=0.3056, simple_loss=0.3656, pruned_loss=0.1228, over 12358.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3101, pruned_loss=0.07688, over 2473976.26 frames. utt_duration=449 frames, utt_pad_proportion=0.08178, over 22111.19 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2889, pruned_loss=0.06173, over 2466695.18 frames. utt_duration=1231 frames, utt_pad_proportion=0.06373, over 8026.18 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3121, pruned_loss=0.07798, over 2474889.53 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07991, over 23364.40 utterances.], batch size: 258, lr: 2.46e-04
2022-08-31 00:35:31,864 INFO [train.py:927] (5/8) Epoch 16, batch 15450, giga_loss[loss=0.2063, simple_loss=0.3091, pruned_loss=0.05174, over 12419.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.0498, over 34.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3102, pruned_loss=0.07479, over 2473064.93 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0762, over 20919.44 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2886, pruned_loss=0.0616, over 2466461.05 frames. utt_duration=1237 frames, utt_pad_proportion=0.06234, over 7985.89 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3126, pruned_loss=0.07617, over 2474199.29 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07551, over 22319.44 utterances.], batch size: 34, lr: 2.46e-04
2022-08-31 00:37:17,394 INFO [train.py:927] (5/8) Epoch 16, batch 15500, giga_loss[loss=0.1954, simple_loss=0.2891, pruned_loss=0.05087, over 12364.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.02991, over 62.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3132, pruned_loss=0.07532, over 2473038.02 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07381, over 20764.64 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2887, pruned_loss=0.06192, over 2466351.05 frames. utt_duration=1239 frames, utt_pad_proportion=0.06189, over 7971.08 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3152, pruned_loss=0.07624, over 2474089.54 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07355, over 21983.21 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 00:39:00,929 INFO [train.py:927] (5/8) Epoch 16, batch 15550, giga_loss[loss=0.298, simple_loss=0.3696, pruned_loss=0.1132, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03761, over 133.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3156, pruned_loss=0.07705, over 2473087.27 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07274, over 20407.71 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2891, pruned_loss=0.06212, over 2466610.13 frames. utt_duration=1239 frames, utt_pad_proportion=0.0613, over 7971.51 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3173, pruned_loss=0.07785, over 2473802.06 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07286, over 21605.51 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 00:40:43,296 INFO [train.py:927] (5/8) Epoch 16, batch 15600, giga_loss[loss=0.2848, simple_loss=0.3404, pruned_loss=0.1146, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3151, pruned_loss=0.07752, over 2473868.54 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07548, over 20909.48 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2886, pruned_loss=0.06189, over 2466879.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.06005, over 7947.31 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3179, pruned_loss=0.07896, over 2474473.98 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07597, over 22395.87 utterances.], batch size: 370, lr: 2.46e-04
2022-08-31 00:42:26,216 INFO [train.py:927] (5/8) Epoch 16, batch 15650, giga_loss[loss=0.2377, simple_loss=0.3268, pruned_loss=0.07423, over 12452.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03086, over 80.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3147, pruned_loss=0.07633, over 2474264.98 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07962, over 21098.25 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2887, pruned_loss=0.06191, over 2466962.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.06345, over 8025.30 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3172, pruned_loss=0.07766, over 2474766.54 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07893, over 22378.90 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 00:44:09,869 INFO [train.py:927] (5/8) Epoch 16, batch 15700, giga_loss[loss=0.2294, simple_loss=0.3107, pruned_loss=0.07409, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03685, over 43.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3142, pruned_loss=0.07605, over 2474247.82 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07771, over 20694.49 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.288, pruned_loss=0.06175, over 2467107.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.06271, over 8004.89 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3177, pruned_loss=0.07773, over 2474756.84 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07766, over 22163.62 utterances.], batch size: 43, lr: 2.46e-04
2022-08-31 00:45:50,643 INFO [train.py:927] (5/8) Epoch 16, batch 15750, libri_loss[loss=0.2079, simple_loss=0.2786, pruned_loss=0.06853, over 12182.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006052, over 33.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3134, pruned_loss=0.07563, over 2473947.04 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07279, over 20250.98 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2883, pruned_loss=0.06192, over 2466992.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.06136, over 7991.72 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3167, pruned_loss=0.07721, over 2474674.88 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07361, over 21773.03 utterances.], batch size: 33, lr: 2.46e-04
2022-08-31 00:47:32,100 INFO [train.py:927] (5/8) Epoch 16, batch 15800, giga_loss[loss=0.2258, simple_loss=0.3049, pruned_loss=0.07328, over 12437.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03806, over 105.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3115, pruned_loss=0.07577, over 2473886.02 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07553, over 20580.93 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.288, pruned_loss=0.06187, over 2466648.53 frames. utt_duration=1236 frames, utt_pad_proportion=0.0605, over 7990.66 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3153, pruned_loss=0.07759, over 2475054.13 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07645, over 22267.97 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 00:49:16,376 INFO [train.py:927] (5/8) Epoch 16, batch 15850, giga_loss[loss=0.223, simple_loss=0.3039, pruned_loss=0.07103, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02699, over 91.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3111, pruned_loss=0.07689, over 2474026.11 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07587, over 21251.90 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.288, pruned_loss=0.06196, over 2466591.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.06023, over 7983.72 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07839, over 2475081.35 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07668, over 22702.62 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 00:50:55,704 INFO [train.py:927] (5/8) Epoch 16, batch 15900, giga_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.05626, over 12237.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03268, over 45.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3096, pruned_loss=0.07584, over 2474018.86 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0746, over 21189.31 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2881, pruned_loss=0.06197, over 2466530.21 frames. utt_duration=1239 frames, utt_pad_proportion=0.05935, over 7975.59 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3127, pruned_loss=0.07741, over 2475107.66 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07575, over 22715.46 utterances.], batch size: 45, lr: 2.46e-04
2022-08-31 00:52:38,150 INFO [train.py:927] (5/8) Epoch 16, batch 15950, giga_loss[loss=0.2995, simple_loss=0.3644, pruned_loss=0.1173, over 12423.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 183.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3079, pruned_loss=0.07417, over 2474550.57 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07175, over 20965.90 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2882, pruned_loss=0.06214, over 2466797.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.05849, over 7962.15 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3106, pruned_loss=0.07549, over 2475311.42 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07322, over 22430.10 utterances.], batch size: 183, lr: 2.46e-04
2022-08-31 00:54:26,319 INFO [train.py:927] (5/8) Epoch 16, batch 16000, giga_loss[loss=0.1988, simple_loss=0.2874, pruned_loss=0.05512, over 12418.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03367, over 75.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3052, pruned_loss=0.07324, over 2474185.74 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07643, over 21649.05 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2879, pruned_loss=0.06212, over 2466832.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.05725, over 7932.62 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07464, over 2474958.79 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07782, over 23229.20 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 00:56:10,929 INFO [train.py:927] (5/8) Epoch 16, batch 16050, giga_loss[loss=0.2175, simple_loss=0.3088, pruned_loss=0.06315, over 12284.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02883, over 45.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3056, pruned_loss=0.07283, over 2474430.96 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07133, over 21018.14 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.288, pruned_loss=0.06212, over 2466985.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05702, over 7928.96 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3079, pruned_loss=0.07397, over 2474939.85 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07285, over 22313.61 utterances.], batch size: 45, lr: 2.46e-04
2022-08-31 00:57:54,521 INFO [train.py:927] (5/8) Epoch 16, batch 16100, giga_loss[loss=0.2273, simple_loss=0.308, pruned_loss=0.07334, over 12423.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03723, over 123.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3058, pruned_loss=0.07263, over 2474548.12 frames. utt_duration=472.1 frames, utt_pad_proportion=0.06914, over 21030.58 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2879, pruned_loss=0.06212, over 2467216.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.05585, over 7908.21 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3082, pruned_loss=0.07385, over 2474924.18 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07097, over 22452.89 utterances.], batch size: 123, lr: 2.46e-04
2022-08-31 00:59:41,201 INFO [train.py:927] (5/8) Epoch 16, batch 16150, giga_loss[loss=0.2395, simple_loss=0.3293, pruned_loss=0.07487, over 12353.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03245, over 58.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.306, pruned_loss=0.07293, over 2474270.06 frames. utt_duration=472.2 frames, utt_pad_proportion=0.073, over 21026.22 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2884, pruned_loss=0.06242, over 2467323.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.05942, over 7979.23 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3077, pruned_loss=0.07376, over 2474544.42 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07316, over 22263.45 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 01:01:30,016 INFO [train.py:927] (5/8) Epoch 16, batch 16200, giga_loss[loss=0.2437, simple_loss=0.3276, pruned_loss=0.07988, over 12374.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.308, pruned_loss=0.07413, over 2473911.85 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07205, over 20936.37 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2888, pruned_loss=0.06282, over 2467323.80 frames. utt_duration=1242 frames, utt_pad_proportion=0.05829, over 7953.99 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3094, pruned_loss=0.0747, over 2474297.73 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07269, over 22242.88 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 01:03:21,965 INFO [train.py:927] (5/8) Epoch 16, batch 16250, giga_loss[loss=0.227, simple_loss=0.317, pruned_loss=0.06853, over 12345.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07478, over 2473912.62 frames. utt_duration=482 frames, utt_pad_proportion=0.06726, over 20594.94 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2887, pruned_loss=0.06287, over 2467235.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.05847, over 7957.84 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3107, pruned_loss=0.07534, over 2474383.33 frames. utt_duration=455.4 frames, utt_pad_proportion=0.068, over 21804.60 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 01:05:09,013 INFO [train.py:927] (5/8) Epoch 16, batch 16300, giga_loss[loss=0.222, simple_loss=0.3059, pruned_loss=0.06901, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3095, pruned_loss=0.07364, over 2474099.53 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07002, over 21227.12 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2889, pruned_loss=0.06291, over 2467470.37 frames. utt_duration=1241 frames, utt_pad_proportion=0.0579, over 7961.48 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3108, pruned_loss=0.0742, over 2474344.49 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07068, over 22350.45 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 01:06:55,476 INFO [train.py:927] (5/8) Epoch 16, batch 16350, giga_loss[loss=0.2139, simple_loss=0.2997, pruned_loss=0.06409, over 12392.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02934, over 58.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3087, pruned_loss=0.07355, over 2473830.47 frames. utt_duration=479.3 frames, utt_pad_proportion=0.06998, over 20706.90 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2889, pruned_loss=0.06283, over 2467272.51 frames. utt_duration=1240 frames, utt_pad_proportion=0.05784, over 7966.01 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3101, pruned_loss=0.07426, over 2474324.97 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07061, over 21828.90 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 01:08:38,194 INFO [train.py:927] (5/8) Epoch 16, batch 16400, giga_loss[loss=0.1915, simple_loss=0.2727, pruned_loss=0.05518, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02378, over 48.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3065, pruned_loss=0.07286, over 2473564.90 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06964, over 20349.56 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2881, pruned_loss=0.06241, over 2466896.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.05654, over 7910.10 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3089, pruned_loss=0.07417, over 2474536.91 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07074, over 21716.05 utterances.], batch size: 48, lr: 2.46e-04
2022-08-31 01:10:22,831 INFO [train.py:927] (5/8) Epoch 16, batch 16450, libri_loss[loss=0.2332, simple_loss=0.3114, pruned_loss=0.07749, over 12377.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009851, over 38.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.306, pruned_loss=0.07319, over 2474340.94 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07514, over 20798.33 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.288, pruned_loss=0.06232, over 2467049.08 frames. utt_duration=1235 frames, utt_pad_proportion=0.06092, over 7997.16 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07472, over 2475251.69 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07458, over 22301.18 utterances.], batch size: 38, lr: 2.46e-04
2022-08-31 01:12:09,669 INFO [train.py:927] (5/8) Epoch 16, batch 16500, giga_loss[loss=0.2128, simple_loss=0.2851, pruned_loss=0.07023, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02809, over 48.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3064, pruned_loss=0.07384, over 2474740.12 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07294, over 21099.79 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2881, pruned_loss=0.06238, over 2467277.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06074, over 8009.13 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3087, pruned_loss=0.07509, over 2475325.12 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07272, over 22379.37 utterances.], batch size: 48, lr: 2.46e-04
2022-08-31 01:13:55,413 INFO [train.py:927] (5/8) Epoch 16, batch 16550, libri_loss[loss=0.247, simple_loss=0.3486, pruned_loss=0.07267, over 12301.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007654, over 36.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3086, pruned_loss=0.07527, over 2474848.07 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07771, over 21742.58 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.06238, over 2467367.19 frames. utt_duration=1240 frames, utt_pad_proportion=0.05931, over 7969.54 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3106, pruned_loss=0.07665, over 2475479.06 frames. utt_duration=427.8 frames, utt_pad_proportion=0.0778, over 23227.09 utterances.], batch size: 36, lr: 2.46e-04
2022-08-31 01:15:41,524 INFO [train.py:927] (5/8) Epoch 16, batch 16600, giga_loss[loss=0.2103, simple_loss=0.2848, pruned_loss=0.06786, over 12359.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03141, over 85.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.308, pruned_loss=0.07544, over 2474165.11 frames. utt_duration=462 frames, utt_pad_proportion=0.07936, over 21488.24 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2884, pruned_loss=0.06232, over 2467069.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.05811, over 7951.80 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3104, pruned_loss=0.07703, over 2475166.18 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07992, over 23137.91 utterances.], batch size: 85, lr: 2.46e-04
2022-08-31 01:17:32,353 INFO [train.py:927] (5/8) Epoch 16, batch 16650, giga_loss[loss=0.2479, simple_loss=0.3143, pruned_loss=0.09076, over 12355.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.203, over 373.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3086, pruned_loss=0.07584, over 2474654.78 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08151, over 22380.76 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2885, pruned_loss=0.06236, over 2466994.17 frames. utt_duration=1243 frames, utt_pad_proportion=0.05778, over 7951.32 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3106, pruned_loss=0.07717, over 2475566.57 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08196, over 23799.35 utterances.], batch size: 373, lr: 2.46e-04
2022-08-31 01:19:17,771 INFO [train.py:927] (5/8) Epoch 16, batch 16700, giga_loss[loss=0.2161, simple_loss=0.2874, pruned_loss=0.07236, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03738, over 40.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3084, pruned_loss=0.07565, over 2474784.36 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07777, over 21181.71 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2881, pruned_loss=0.06218, over 2466803.07 frames. utt_duration=1248 frames, utt_pad_proportion=0.05648, over 7917.24 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3108, pruned_loss=0.07723, over 2475912.76 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07896, over 22729.08 utterances.], batch size: 40, lr: 2.46e-04
2022-08-31 01:21:01,847 INFO [train.py:927] (5/8) Epoch 16, batch 16750, giga_loss[loss=0.2445, simple_loss=0.3165, pruned_loss=0.08622, over 12434.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04169, over 114.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3078, pruned_loss=0.0752, over 2475008.54 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07129, over 19894.46 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2873, pruned_loss=0.06184, over 2466771.63 frames. utt_duration=1257 frames, utt_pad_proportion=0.05495, over 7858.84 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3113, pruned_loss=0.07732, over 2476273.67 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0735, over 21712.84 utterances.], batch size: 114, lr: 2.46e-04
2022-08-31 01:22:47,848 INFO [train.py:927] (5/8) Epoch 16, batch 16800, giga_loss[loss=0.2123, simple_loss=0.3044, pruned_loss=0.06014, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07485, over 2475290.56 frames. utt_duration=493 frames, utt_pad_proportion=0.06973, over 20144.08 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2869, pruned_loss=0.0616, over 2466740.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05397, over 7823.66 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.312, pruned_loss=0.07707, over 2476533.14 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07199, over 21904.71 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 01:24:33,251 INFO [train.py:927] (5/8) Epoch 16, batch 16850, giga_loss[loss=0.2069, simple_loss=0.2934, pruned_loss=0.06019, over 12450.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03312, over 105.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3077, pruned_loss=0.07415, over 2475759.88 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06746, over 19681.95 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2868, pruned_loss=0.06157, over 2466824.36 frames. utt_duration=1268 frames, utt_pad_proportion=0.05285, over 7791.19 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3114, pruned_loss=0.07637, over 2476961.42 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06999, over 21502.34 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 01:26:18,961 INFO [train.py:927] (5/8) Epoch 16, batch 16900, giga_loss[loss=0.2088, simple_loss=0.2934, pruned_loss=0.06207, over 12350.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03168, over 51.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3075, pruned_loss=0.07401, over 2474667.32 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06484, over 19171.93 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.0616, over 2466549.57 frames. utt_duration=1272 frames, utt_pad_proportion=0.05223, over 7762.66 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07597, over 2476018.69 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06741, over 20858.09 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 01:28:07,071 INFO [train.py:927] (5/8) Epoch 16, batch 16950, giga_loss[loss=0.2142, simple_loss=0.2887, pruned_loss=0.06985, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3075, pruned_loss=0.07429, over 2473851.71 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06659, over 18966.58 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06146, over 2466550.55 frames. utt_duration=1276 frames, utt_pad_proportion=0.05157, over 7740.53 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3108, pruned_loss=0.07618, over 2475063.63 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06883, over 20529.28 utterances.], batch size: 45, lr: 2.46e-04
2022-08-31 01:29:51,482 INFO [train.py:927] (5/8) Epoch 16, batch 17000, giga_loss[loss=0.222, simple_loss=0.31, pruned_loss=0.06707, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04336, over 26.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3093, pruned_loss=0.07621, over 2474077.64 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07079, over 19337.46 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2862, pruned_loss=0.06131, over 2466899.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.05102, over 7721.50 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07801, over 2474829.43 frames. utt_duration=479 frames, utt_pad_proportion=0.07251, over 20730.48 utterances.], batch size: 26, lr: 2.46e-04
2022-08-31 01:31:36,304 INFO [train.py:927] (5/8) Epoch 16, batch 17050, giga_loss[loss=0.2177, simple_loss=0.3057, pruned_loss=0.06481, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3096, pruned_loss=0.07666, over 2473885.29 frames. utt_duration=492.4 frames, utt_pad_proportion=0.08089, over 20155.07 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2864, pruned_loss=0.06147, over 2466693.29 frames. utt_duration=1284 frames, utt_pad_proportion=0.04989, over 7695.34 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3124, pruned_loss=0.07835, over 2474825.36 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08213, over 21613.08 utterances.], batch size: 70, lr: 2.46e-04
2022-08-31 01:33:22,386 INFO [train.py:927] (5/8) Epoch 16, batch 17100, giga_loss[loss=0.2324, simple_loss=0.3123, pruned_loss=0.07622, over 12347.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04599, over 26.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3095, pruned_loss=0.0762, over 2474060.59 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07683, over 20025.53 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2861, pruned_loss=0.06136, over 2466671.74 frames. utt_duration=1288 frames, utt_pad_proportion=0.0491, over 7668.38 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3126, pruned_loss=0.07799, over 2475006.69 frames. utt_duration=462 frames, utt_pad_proportion=0.07852, over 21495.03 utterances.], batch size: 26, lr: 2.46e-04
2022-08-31 01:35:07,347 INFO [train.py:927] (5/8) Epoch 16, batch 17150, giga_loss[loss=0.2541, simple_loss=0.3296, pruned_loss=0.0893, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07569, over 2474496.09 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07461, over 20058.28 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2861, pruned_loss=0.06137, over 2466669.36 frames. utt_duration=1290 frames, utt_pad_proportion=0.04853, over 7656.41 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3121, pruned_loss=0.07728, over 2475365.99 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07638, over 21387.53 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 01:36:54,068 INFO [train.py:927] (5/8) Epoch 16, batch 17200, giga_loss[loss=0.2077, simple_loss=0.2927, pruned_loss=0.06135, over 12413.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.0367, over 86.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3088, pruned_loss=0.07576, over 2474800.67 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07978, over 21243.61 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2859, pruned_loss=0.06127, over 2466592.25 frames. utt_duration=1294 frames, utt_pad_proportion=0.04816, over 7634.70 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3114, pruned_loss=0.07728, over 2475664.70 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08108, over 22486.06 utterances.], batch size: 86, lr: 2.46e-04
2022-08-31 01:38:39,536 INFO [train.py:927] (5/8) Epoch 16, batch 17250, libri_loss[loss=0.1722, simple_loss=0.2488, pruned_loss=0.0478, over 12442.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.008894, over 29.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3048, pruned_loss=0.07355, over 2474545.71 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07842, over 20542.70 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2859, pruned_loss=0.06115, over 2466309.69 frames. utt_duration=1291 frames, utt_pad_proportion=0.04804, over 7649.47 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3074, pruned_loss=0.07523, over 2475694.85 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07988, over 21876.48 utterances.], batch size: 29, lr: 2.46e-04
2022-08-31 01:40:23,684 INFO [train.py:927] (5/8) Epoch 16, batch 17300, giga_loss[loss=0.2288, simple_loss=0.3141, pruned_loss=0.07173, over 12409.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06915, over 212.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3041, pruned_loss=0.07376, over 2474939.11 frames. utt_duration=469 frames, utt_pad_proportion=0.07587, over 21174.34 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2861, pruned_loss=0.06118, over 2466337.78 frames. utt_duration=1292 frames, utt_pad_proportion=0.04732, over 7643.52 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3065, pruned_loss=0.07532, over 2475959.63 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07753, over 22478.00 utterances.], batch size: 212, lr: 2.46e-04
2022-08-31 01:42:11,145 INFO [train.py:927] (5/8) Epoch 16, batch 17350, giga_loss[loss=0.1971, simple_loss=0.2982, pruned_loss=0.04797, over 12417.00 frames. utt_duration=344.1 frames, utt_pad_proportion=0.03622, over 145.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3035, pruned_loss=0.07164, over 2475378.61 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07612, over 21811.20 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2861, pruned_loss=0.06119, over 2466756.92 frames. utt_duration=1286 frames, utt_pad_proportion=0.04767, over 7680.87 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3059, pruned_loss=0.07325, over 2476091.82 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07765, over 23234.12 utterances.], batch size: 145, lr: 2.46e-04
2022-08-31 01:43:58,249 INFO [train.py:927] (5/8) Epoch 16, batch 17400, giga_loss[loss=0.1963, simple_loss=0.2918, pruned_loss=0.05036, over 12462.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03055, over 75.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3015, pruned_loss=0.06825, over 2475421.43 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07682, over 23031.36 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2861, pruned_loss=0.06122, over 2466666.14 frames. utt_duration=1287 frames, utt_pad_proportion=0.04748, over 7676.47 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3034, pruned_loss=0.06952, over 2476105.56 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07803, over 24220.54 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 01:45:44,504 INFO [train.py:927] (5/8) Epoch 16, batch 17450, giga_loss[loss=0.2104, simple_loss=0.3114, pruned_loss=0.05463, over 12393.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03054, over 62.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3, pruned_loss=0.06532, over 2475257.62 frames. utt_duration=434.2 frames, utt_pad_proportion=0.072, over 22879.43 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2863, pruned_loss=0.06114, over 2466510.69 frames. utt_duration=1288 frames, utt_pad_proportion=0.04688, over 7670.63 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3017, pruned_loss=0.06654, over 2476136.37 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07356, over 24187.74 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 01:47:29,424 INFO [train.py:927] (5/8) Epoch 16, batch 17500, giga_loss[loss=0.2245, simple_loss=0.3077, pruned_loss=0.07065, over 12396.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04843, over 161.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3014, pruned_loss=0.06482, over 2475421.44 frames. utt_duration=436 frames, utt_pad_proportion=0.06831, over 22787.73 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06131, over 2466538.68 frames. utt_duration=1272 frames, utt_pad_proportion=0.05141, over 7763.98 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3026, pruned_loss=0.06572, over 2476312.02 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06871, over 24085.15 utterances.], batch size: 161, lr: 2.46e-04
2022-08-31 01:49:13,925 INFO [train.py:927] (5/8) Epoch 16, batch 17550, giga_loss[loss=0.2027, simple_loss=0.2932, pruned_loss=0.05613, over 12379.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04038, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2994, pruned_loss=0.06311, over 2475722.29 frames. utt_duration=421 frames, utt_pad_proportion=0.06755, over 23601.09 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06131, over 2466056.83 frames. utt_duration=1275 frames, utt_pad_proportion=0.05085, over 7745.62 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.3007, pruned_loss=0.06385, over 2476999.10 frames. utt_duration=400 frames, utt_pad_proportion=0.06812, over 24861.57 utterances.], batch size: 113, lr: 2.46e-04
2022-08-31 01:51:01,482 INFO [train.py:927] (5/8) Epoch 16, batch 17600, giga_loss[loss=0.2001, simple_loss=0.287, pruned_loss=0.05658, over 12344.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03011, over 91.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2984, pruned_loss=0.06225, over 2475681.12 frames. utt_duration=409 frames, utt_pad_proportion=0.06961, over 24298.64 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06152, over 2466246.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.05141, over 7779.03 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2991, pruned_loss=0.06266, over 2476602.95 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06991, over 25399.20 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 01:52:43,101 INFO [train.py:927] (5/8) Epoch 16, batch 17650, giga_loss[loss=0.2041, simple_loss=0.3003, pruned_loss=0.05401, over 12361.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.209, simple_loss=0.297, pruned_loss=0.06047, over 2475452.82 frames. utt_duration=422.6 frames, utt_pad_proportion=0.0658, over 23511.47 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2873, pruned_loss=0.06156, over 2465986.40 frames. utt_duration=1271 frames, utt_pad_proportion=0.05093, over 7767.66 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2977, pruned_loss=0.06075, over 2476655.51 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06645, over 24773.88 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 01:54:26,634 INFO [train.py:927] (5/8) Epoch 16, batch 17700, giga_loss[loss=0.209, simple_loss=0.2915, pruned_loss=0.0632, over 12371.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03553, over 122.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.05868, over 2475779.85 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06724, over 24044.34 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2873, pruned_loss=0.06163, over 2466006.07 frames. utt_duration=1273 frames, utt_pad_proportion=0.05055, over 7760.02 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2941, pruned_loss=0.05882, over 2476792.25 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06784, over 25191.20 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 01:56:13,579 INFO [train.py:927] (5/8) Epoch 16, batch 17750, giga_loss[loss=0.1976, simple_loss=0.2882, pruned_loss=0.05347, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.05836, over 2476447.48 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06704, over 24033.91 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2876, pruned_loss=0.06195, over 2465802.41 frames. utt_duration=1274 frames, utt_pad_proportion=0.04989, over 7751.15 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2925, pruned_loss=0.0581, over 2477636.65 frames. utt_duration=393 frames, utt_pad_proportion=0.06782, over 25309.57 utterances.], batch size: 86, lr: 2.46e-04
2022-08-31 01:58:10,691 INFO [train.py:927] (5/8) Epoch 16, batch 17800, giga_loss[loss=0.2106, simple_loss=0.3069, pruned_loss=0.05709, over 12445.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04113, over 114.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05777, over 2476210.45 frames. utt_duration=405.7 frames, utt_pad_proportion=0.0674, over 24499.26 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.288, pruned_loss=0.06235, over 2465911.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05342, over 7811.58 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.05719, over 2477194.85 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06719, over 25658.69 utterances.], batch size: 114, lr: 2.46e-04
2022-08-31 02:00:16,073 INFO [train.py:927] (5/8) Epoch 16, batch 17850, giga_loss[loss=0.2072, simple_loss=0.2905, pruned_loss=0.06196, over 12368.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09948, over 256.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2911, pruned_loss=0.05673, over 2476560.49 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06757, over 24645.21 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2877, pruned_loss=0.06213, over 2465685.68 frames. utt_duration=1266 frames, utt_pad_proportion=0.05287, over 7800.53 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2914, pruned_loss=0.05639, over 2477664.07 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06762, over 25795.40 utterances.], batch size: 256, lr: 2.46e-04
2022-08-31 02:02:19,746 INFO [train.py:927] (5/8) Epoch 16, batch 17900, giga_loss[loss=0.1841, simple_loss=0.2826, pruned_loss=0.04279, over 12425.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04884, over 147.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2895, pruned_loss=0.05503, over 2477139.96 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06842, over 25004.98 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2876, pruned_loss=0.06202, over 2465834.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05264, over 7809.61 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.05469, over 2478180.18 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06858, over 26354.84 utterances.], batch size: 147, lr: 2.46e-04
2022-08-31 02:04:25,783 INFO [train.py:927] (5/8) Epoch 16, batch 17950, giga_loss[loss=0.1797, simple_loss=0.2726, pruned_loss=0.04334, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2861, pruned_loss=0.05401, over 2477041.08 frames. utt_duration=416 frames, utt_pad_proportion=0.06679, over 23891.29 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2871, pruned_loss=0.06191, over 2465848.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05619, over 7849.28 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2868, pruned_loss=0.05365, over 2478128.44 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06625, over 25379.95 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 02:06:20,956 INFO [train.py:927] (5/8) Epoch 16, batch 18000, libri_loss[loss=0.1846, simple_loss=0.2587, pruned_loss=0.05526, over 12186.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008938, over 30.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2853, pruned_loss=0.0535, over 2477138.10 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06388, over 23432.19 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2866, pruned_loss=0.06166, over 2465555.91 frames. utt_duration=1264 frames, utt_pad_proportion=0.05496, over 7811.30 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2863, pruned_loss=0.0532, over 2478601.38 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06404, over 25098.74 utterances.], batch size: 30, lr: 2.46e-04
2022-08-31 02:06:20,957 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 02:06:34,985 INFO [train.py:967] (5/8) 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 02:08:43,356 INFO [train.py:927] (5/8) Epoch 16, batch 18050, giga_loss[loss=0.1868, simple_loss=0.273, pruned_loss=0.05035, over 12381.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09062, over 255.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2864, pruned_loss=0.05346, over 2477563.90 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06755, over 24136.82 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06183, over 2465682.01 frames. utt_duration=1250 frames, utt_pad_proportion=0.05862, over 7897.47 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2868, pruned_loss=0.05285, over 2478946.16 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06661, over 25833.99 utterances.], batch size: 255, lr: 2.46e-04
2022-08-31 02:10:46,821 INFO [train.py:927] (5/8) Epoch 16, batch 18100, giga_loss[loss=0.2067, simple_loss=0.2994, pruned_loss=0.05695, over 12418.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04956, over 147.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2869, pruned_loss=0.05406, over 2477415.04 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06568, over 24367.73 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2875, pruned_loss=0.06207, over 2465803.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.05753, over 7887.10 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2868, pruned_loss=0.05315, over 2478683.97 frames. utt_duration=381 frames, utt_pad_proportion=0.06541, over 26111.44 utterances.], batch size: 147, lr: 2.46e-04
2022-08-31 02:12:47,752 INFO [train.py:927] (5/8) Epoch 16, batch 18150, giga_loss[loss=0.1922, simple_loss=0.2991, pruned_loss=0.0426, over 12458.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2886, pruned_loss=0.05296, over 2478529.27 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06537, over 24839.87 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2873, pruned_loss=0.06205, over 2465856.32 frames. utt_duration=1254 frames, utt_pad_proportion=0.05712, over 7874.24 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2886, pruned_loss=0.0522, over 2479581.11 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06531, over 26370.54 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 02:15:00,405 INFO [train.py:927] (5/8) Epoch 16, batch 18200, libri_loss[loss=0.2926, simple_loss=0.3584, pruned_loss=0.1134, over 12411.00 frames. utt_duration=433.1 frames, utt_pad_proportion=0.3243, over 115.00 utterances.], tot_loss[loss=0.197, simple_loss=0.289, pruned_loss=0.05248, over 2478116.35 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06801, over 25258.19 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2874, pruned_loss=0.06222, over 2465665.72 frames. utt_duration=1246 frames, utt_pad_proportion=0.0604, over 7926.97 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2889, pruned_loss=0.05153, over 2479350.23 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06691, over 26743.80 utterances.], batch size: 115, lr: 2.46e-04
2022-08-31 02:17:03,831 INFO [train.py:927] (5/8) Epoch 16, batch 18250, giga_loss[loss=0.1821, simple_loss=0.2661, pruned_loss=0.04906, over 12388.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1647, over 352.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2884, pruned_loss=0.05223, over 2477720.98 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06565, over 24270.95 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2872, pruned_loss=0.0621, over 2465702.44 frames. utt_duration=1250 frames, utt_pad_proportion=0.05974, over 7900.70 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2886, pruned_loss=0.05141, over 2478893.49 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06506, over 25779.12 utterances.], batch size: 352, lr: 2.46e-04
2022-08-31 02:19:31,576 INFO [train.py:927] (5/8) Epoch 16, batch 18300, giga_loss[loss=0.1817, simple_loss=0.2788, pruned_loss=0.04232, over 12419.00 frames. utt_duration=275.6 frames, utt_pad_proportion=0.05301, over 181.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2887, pruned_loss=0.05302, over 2478346.06 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06475, over 24235.11 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2872, pruned_loss=0.0621, over 2465721.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.05864, over 7876.51 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2889, pruned_loss=0.05216, over 2479552.99 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06466, over 25810.94 utterances.], batch size: 181, lr: 2.46e-04
2022-08-31 02:21:41,073 INFO [train.py:927] (5/8) Epoch 16, batch 18350, giga_loss[loss=0.1611, simple_loss=0.2558, pruned_loss=0.03322, over 12301.00 frames. utt_duration=704.1 frames, utt_pad_proportion=0.03414, over 70.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.286, pruned_loss=0.05174, over 2478104.20 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06073, over 23298.68 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2871, pruned_loss=0.06212, over 2465475.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.05821, over 7861.78 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2862, pruned_loss=0.05094, over 2479408.46 frames. utt_duration=402.7 frames, utt_pad_proportion=0.061, over 24700.53 utterances.], batch size: 70, lr: 2.46e-04
2022-08-31 02:23:44,208 INFO [train.py:927] (5/8) Epoch 16, batch 18400, giga_loss[loss=0.2248, simple_loss=0.324, pruned_loss=0.0628, over 12374.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03029, over 51.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2861, pruned_loss=0.05199, over 2478182.98 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06222, over 23646.87 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2871, pruned_loss=0.0622, over 2465476.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.05759, over 7839.93 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2863, pruned_loss=0.05116, over 2479360.13 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06253, over 24966.03 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 02:25:48,404 INFO [train.py:927] (5/8) Epoch 16, batch 18450, giga_loss[loss=0.2291, simple_loss=0.3143, pruned_loss=0.07195, over 12430.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.0568, over 182.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.286, pruned_loss=0.05266, over 2478418.26 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06297, over 24083.04 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2872, pruned_loss=0.06219, over 2465576.61 frames. utt_duration=1261 frames, utt_pad_proportion=0.05716, over 7830.53 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.286, pruned_loss=0.05194, over 2479370.11 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06329, over 25270.10 utterances.], batch size: 182, lr: 2.46e-04
2022-08-31 02:27:51,522 INFO [train.py:927] (5/8) Epoch 16, batch 18500, giga_loss[loss=0.2186, simple_loss=0.3148, pruned_loss=0.06116, over 12372.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04662, over 146.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2867, pruned_loss=0.05343, over 2478432.05 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06186, over 24244.37 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.287, pruned_loss=0.062, over 2465471.31 frames. utt_duration=1264 frames, utt_pad_proportion=0.05633, over 7811.09 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05287, over 2479480.12 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06242, over 25488.25 utterances.], batch size: 146, lr: 2.46e-04
2022-08-31 02:30:10,194 INFO [train.py:927] (5/8) Epoch 16, batch 18550, giga_loss[loss=0.1996, simple_loss=0.2942, pruned_loss=0.05248, over 12398.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03023, over 122.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2882, pruned_loss=0.05378, over 2478762.03 frames. utt_duration=398.2 frames, utt_pad_proportion=0.0654, over 24971.37 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2873, pruned_loss=0.06219, over 2465303.36 frames. utt_duration=1265 frames, utt_pad_proportion=0.05569, over 7803.94 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.288, pruned_loss=0.05304, over 2479938.17 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06591, over 26198.92 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 02:32:16,427 INFO [train.py:927] (5/8) Epoch 16, batch 18600, giga_loss[loss=0.1629, simple_loss=0.2564, pruned_loss=0.03469, over 12449.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04608, over 161.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2849, pruned_loss=0.05296, over 2478289.35 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07199, over 25854.95 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06233, over 2465321.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05526, over 7823.97 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2845, pruned_loss=0.05198, over 2479599.42 frames. utt_duration=363.7 frames, utt_pad_proportion=0.07232, over 27359.18 utterances.], batch size: 161, lr: 2.46e-04
2022-08-31 02:34:15,840 INFO [train.py:927] (5/8) Epoch 16, batch 18650, giga_loss[loss=0.185, simple_loss=0.273, pruned_loss=0.04851, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05848, over 182.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2823, pruned_loss=0.05209, over 2478180.23 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07034, over 25342.29 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06258, over 2465452.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.05825, over 7886.40 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2814, pruned_loss=0.05082, over 2479440.82 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06997, over 26948.82 utterances.], batch size: 182, lr: 2.46e-04
2022-08-31 02:36:08,889 INFO [train.py:927] (5/8) Epoch 16, batch 18700, giga_loss[loss=0.1705, simple_loss=0.264, pruned_loss=0.03843, over 12334.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.02828, over 62.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2816, pruned_loss=0.05184, over 2478087.25 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06994, over 24694.11 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06234, over 2465598.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05717, over 7848.54 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2813, pruned_loss=0.05071, over 2479355.21 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0701, over 26571.00 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 02:38:12,785 INFO [train.py:927] (5/8) Epoch 16, batch 18750, giga_loss[loss=0.1952, simple_loss=0.2844, pruned_loss=0.05302, over 12456.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03304, over 105.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.28, pruned_loss=0.05082, over 2477928.03 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07112, over 24857.44 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2876, pruned_loss=0.06244, over 2465790.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05732, over 7863.78 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2795, pruned_loss=0.04968, over 2478928.76 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07119, over 26548.05 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:40:30,673 INFO [train.py:927] (5/8) Epoch 16, batch 18800, libri_loss[loss=0.1948, simple_loss=0.2853, pruned_loss=0.05212, over 12381.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03736, over 46.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2797, pruned_loss=0.05021, over 2477132.08 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06899, over 24182.62 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06233, over 2465393.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.05657, over 7851.70 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2792, pruned_loss=0.04919, over 2478491.90 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06945, over 25845.05 utterances.], batch size: 46, lr: 2.45e-04
2022-08-31 02:42:31,414 INFO [train.py:927] (5/8) Epoch 16, batch 18850, giga_loss[loss=0.1619, simple_loss=0.2527, pruned_loss=0.03554, over 12379.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02818, over 70.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.279, pruned_loss=0.04994, over 2477242.33 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07103, over 24757.00 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2875, pruned_loss=0.06223, over 2465322.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05618, over 7840.24 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2786, pruned_loss=0.04912, over 2478467.51 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07142, over 26212.79 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 02:44:25,709 INFO [train.py:927] (5/8) Epoch 16, batch 18900, giga_loss[loss=0.168, simple_loss=0.2647, pruned_loss=0.03566, over 12419.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04772, over 161.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2793, pruned_loss=0.04921, over 2477764.11 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06875, over 24874.44 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2876, pruned_loss=0.06219, over 2465458.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.05534, over 7830.42 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2788, pruned_loss=0.04838, over 2478846.10 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06947, over 26330.76 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 02:46:22,165 INFO [train.py:927] (5/8) Epoch 16, batch 18950, giga_loss[loss=0.2074, simple_loss=0.2992, pruned_loss=0.05777, over 12425.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04986, over 161.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2817, pruned_loss=0.04998, over 2477186.36 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07037, over 25336.25 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2875, pruned_loss=0.06209, over 2465131.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05534, over 7841.66 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2812, pruned_loss=0.04906, over 2478672.95 frames. utt_duration=369.2 frames, utt_pad_proportion=0.07096, over 26940.88 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 02:48:21,442 INFO [train.py:927] (5/8) Epoch 16, batch 19000, giga_loss[loss=0.2024, simple_loss=0.289, pruned_loss=0.05791, over 12442.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2827, pruned_loss=0.05067, over 2477467.60 frames. utt_duration=385.6 frames, utt_pad_proportion=0.0724, over 25779.14 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2876, pruned_loss=0.06224, over 2465040.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.05874, over 7908.15 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.282, pruned_loss=0.04955, over 2479017.05 frames. utt_duration=363 frames, utt_pad_proportion=0.0721, over 27404.88 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:50:22,432 INFO [train.py:927] (5/8) Epoch 16, batch 19050, giga_loss[loss=0.1873, simple_loss=0.2812, pruned_loss=0.04666, over 12367.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03925, over 113.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.281, pruned_loss=0.05, over 2477004.70 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06858, over 25108.31 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2875, pruned_loss=0.0622, over 2464938.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.0573, over 7887.52 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2804, pruned_loss=0.04874, over 2478775.29 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06907, over 27008.98 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 02:52:20,566 INFO [train.py:927] (5/8) Epoch 16, batch 19100, giga_loss[loss=0.205, simple_loss=0.2942, pruned_loss=0.05793, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2792, pruned_loss=0.04954, over 2476557.82 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07207, over 25074.46 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2872, pruned_loss=0.062, over 2465001.57 frames. utt_duration=1256 frames, utt_pad_proportion=0.05671, over 7862.32 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2789, pruned_loss=0.04856, over 2478073.88 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07244, over 26832.44 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 02:54:21,514 INFO [train.py:927] (5/8) Epoch 16, batch 19150, giga_loss[loss=0.1936, simple_loss=0.2898, pruned_loss=0.04868, over 12410.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03672, over 105.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2812, pruned_loss=0.05056, over 2476479.85 frames. utt_duration=398.7 frames, utt_pad_proportion=0.07269, over 24920.85 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2876, pruned_loss=0.06214, over 2464905.84 frames. utt_duration=1245 frames, utt_pad_proportion=0.06014, over 7928.34 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2804, pruned_loss=0.04924, over 2478169.64 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07215, over 26833.03 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:56:17,548 INFO [train.py:927] (5/8) Epoch 16, batch 19200, giga_loss[loss=0.2002, simple_loss=0.2985, pruned_loss=0.0509, over 12416.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03997, over 105.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2844, pruned_loss=0.05201, over 2477132.89 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07262, over 24902.85 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06252, over 2465160.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.06433, over 8012.44 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2831, pruned_loss=0.05044, over 2478394.72 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07105, over 26577.31 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:58:32,464 INFO [train.py:927] (5/8) Epoch 16, batch 19250, giga_loss[loss=0.1868, simple_loss=0.2689, pruned_loss=0.05233, over 12452.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03774, over 37.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2845, pruned_loss=0.05228, over 2477033.80 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07794, over 25329.61 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2878, pruned_loss=0.06254, over 2465388.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06268, over 7972.52 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.05068, over 2478230.20 frames. utt_duration=364.8 frames, utt_pad_proportion=0.0769, over 27262.87 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 03:00:35,350 INFO [train.py:927] (5/8) Epoch 16, batch 19300, giga_loss[loss=0.2156, simple_loss=0.3001, pruned_loss=0.06556, over 12435.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.0494, over 161.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2839, pruned_loss=0.05208, over 2477456.32 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07593, over 25208.28 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2879, pruned_loss=0.06259, over 2465367.30 frames. utt_duration=1241 frames, utt_pad_proportion=0.06172, over 7954.16 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05058, over 2478639.64 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07553, over 27065.72 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 03:02:44,078 INFO [train.py:927] (5/8) Epoch 16, batch 19350, libri_loss[loss=0.1737, simple_loss=0.2663, pruned_loss=0.04054, over 12402.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008408, over 30.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2833, pruned_loss=0.05218, over 2477641.58 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07797, over 25801.53 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06244, over 2465437.65 frames. utt_duration=1243 frames, utt_pad_proportion=0.06126, over 7940.63 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2827, pruned_loss=0.05106, over 2478611.34 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07769, over 27434.37 utterances.], batch size: 30, lr: 2.45e-04
2022-08-31 03:04:43,035 INFO [train.py:927] (5/8) Epoch 16, batch 19400, giga_loss[loss=0.204, simple_loss=0.3031, pruned_loss=0.0524, over 12394.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03672, over 113.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2823, pruned_loss=0.05154, over 2476891.25 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07561, over 25234.95 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06237, over 2465216.03 frames. utt_duration=1248 frames, utt_pad_proportion=0.06038, over 7912.97 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05054, over 2478101.07 frames. utt_duration=370 frames, utt_pad_proportion=0.07582, over 26874.43 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 03:06:43,577 INFO [train.py:927] (5/8) Epoch 16, batch 19450, giga_loss[loss=0.1724, simple_loss=0.2795, pruned_loss=0.03259, over 12375.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02511, over 66.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05013, over 2477027.77 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07415, over 25205.71 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2876, pruned_loss=0.06211, over 2465093.72 frames. utt_duration=1251 frames, utt_pad_proportion=0.05975, over 7888.41 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2823, pruned_loss=0.04942, over 2478246.66 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07462, over 26757.35 utterances.], batch size: 66, lr: 2.45e-04
2022-08-31 03:08:42,099 INFO [train.py:927] (5/8) Epoch 16, batch 19500, giga_loss[loss=0.1681, simple_loss=0.2643, pruned_loss=0.03592, over 12368.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02629, over 66.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2834, pruned_loss=0.04975, over 2477532.07 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07031, over 24187.68 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2873, pruned_loss=0.06201, over 2465119.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.05872, over 7847.60 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2833, pruned_loss=0.049, over 2478774.20 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07124, over 25846.07 utterances.], batch size: 66, lr: 2.45e-04
2022-08-31 03:10:48,291 INFO [train.py:927] (5/8) Epoch 16, batch 19550, giga_loss[loss=0.1787, simple_loss=0.2734, pruned_loss=0.042, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03176, over 43.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2831, pruned_loss=0.04963, over 2477336.51 frames. utt_duration=403.1 frames, utt_pad_proportion=0.0725, over 24655.68 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2872, pruned_loss=0.06193, over 2465070.78 frames. utt_duration=1250 frames, utt_pad_proportion=0.06227, over 7898.34 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.283, pruned_loss=0.04878, over 2478711.32 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07229, over 26391.51 utterances.], batch size: 43, lr: 2.45e-04
2022-08-31 03:13:03,787 INFO [train.py:927] (5/8) Epoch 16, batch 19600, giga_loss[loss=0.1834, simple_loss=0.287, pruned_loss=0.03985, over 12383.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2829, pruned_loss=0.04934, over 2476610.58 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07199, over 24825.93 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2869, pruned_loss=0.06176, over 2464634.83 frames. utt_duration=1255 frames, utt_pad_proportion=0.06067, over 7864.38 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.283, pruned_loss=0.04843, over 2478503.19 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07237, over 26794.12 utterances.], batch size: 58, lr: 2.45e-04
2022-08-31 03:15:15,909 INFO [train.py:927] (5/8) Epoch 16, batch 19650, giga_loss[loss=0.2038, simple_loss=0.2997, pruned_loss=0.05396, over 12341.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03297, over 51.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2857, pruned_loss=0.0508, over 2476664.32 frames. utt_duration=397 frames, utt_pad_proportion=0.07241, over 25031.59 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2864, pruned_loss=0.06146, over 2464547.44 frames. utt_duration=1262 frames, utt_pad_proportion=0.05915, over 7821.88 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2861, pruned_loss=0.04996, over 2478634.64 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07314, over 27184.98 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 03:17:37,089 INFO [train.py:927] (5/8) Epoch 16, batch 19700, giga_loss[loss=0.1928, simple_loss=0.279, pruned_loss=0.05325, over 12409.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03705, over 105.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2851, pruned_loss=0.05052, over 2476479.51 frames. utt_duration=404 frames, utt_pad_proportion=0.07003, over 24591.18 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2864, pruned_loss=0.06146, over 2464646.62 frames. utt_duration=1264 frames, utt_pad_proportion=0.05872, over 7807.70 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2855, pruned_loss=0.04977, over 2478046.92 frames. utt_duration=376.1 frames, utt_pad_proportion=0.07091, over 26436.59 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:19:48,497 INFO [train.py:927] (5/8) Epoch 16, batch 19750, giga_loss[loss=0.1942, simple_loss=0.2913, pruned_loss=0.0486, over 12388.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.02532, over 62.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2843, pruned_loss=0.04969, over 2476714.72 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07041, over 24330.66 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2869, pruned_loss=0.0617, over 2464884.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.05856, over 7826.20 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2841, pruned_loss=0.0487, over 2477940.79 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07123, over 26073.08 utterances.], batch size: 62, lr: 2.45e-04
2022-08-31 03:21:52,102 INFO [train.py:927] (5/8) Epoch 16, batch 19800, giga_loss[loss=0.1893, simple_loss=0.2846, pruned_loss=0.04705, over 12418.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2857, pruned_loss=0.05031, over 2477336.91 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06964, over 25127.73 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.287, pruned_loss=0.06169, over 2464829.50 frames. utt_duration=1262 frames, utt_pad_proportion=0.05818, over 7821.98 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2854, pruned_loss=0.04943, over 2478458.60 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07043, over 26649.89 utterances.], batch size: 182, lr: 2.45e-04
2022-08-31 03:23:48,029 INFO [train.py:927] (5/8) Epoch 16, batch 19850, giga_loss[loss=0.1851, simple_loss=0.2687, pruned_loss=0.05074, over 12417.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03229, over 80.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2863, pruned_loss=0.05071, over 2477486.90 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06676, over 24126.93 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06176, over 2465033.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.0567, over 7806.37 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2857, pruned_loss=0.0496, over 2478605.18 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06807, over 25886.83 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 03:25:46,151 INFO [train.py:927] (5/8) Epoch 16, batch 19900, giga_loss[loss=0.1926, simple_loss=0.2762, pruned_loss=0.05445, over 12358.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.286, pruned_loss=0.05113, over 2477841.67 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06656, over 24450.54 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2875, pruned_loss=0.06168, over 2465572.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.06059, over 7898.08 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2855, pruned_loss=0.05003, over 2478602.54 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06662, over 26231.77 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 03:27:31,664 INFO [train.py:927] (5/8) Epoch 16, batch 19950, giga_loss[loss=0.2316, simple_loss=0.3162, pruned_loss=0.07346, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2908, pruned_loss=0.05427, over 2477707.40 frames. utt_duration=413.1 frames, utt_pad_proportion=0.07062, over 24066.00 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2874, pruned_loss=0.06173, over 2465720.47 frames. utt_duration=1240 frames, utt_pad_proportion=0.06425, over 7965.54 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2904, pruned_loss=0.05309, over 2478505.78 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06937, over 25867.72 utterances.], batch size: 55, lr: 2.45e-04
2022-08-31 03:29:15,493 INFO [train.py:927] (5/8) Epoch 16, batch 20000, giga_loss[loss=0.1675, simple_loss=0.2594, pruned_loss=0.03778, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03866, over 28.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2939, pruned_loss=0.05602, over 2476551.51 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07271, over 22889.45 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.0616, over 2465548.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.06289, over 7930.86 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.294, pruned_loss=0.05501, over 2477684.72 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07194, over 24780.56 utterances.], batch size: 28, lr: 2.45e-04
2022-08-31 03:30:59,554 INFO [train.py:927] (5/8) Epoch 16, batch 20050, giga_loss[loss=0.1631, simple_loss=0.2522, pruned_loss=0.03697, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03136, over 58.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2889, pruned_loss=0.05473, over 2476041.12 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07023, over 21996.82 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2874, pruned_loss=0.06175, over 2465691.60 frames. utt_duration=1246 frames, utt_pad_proportion=0.06212, over 7921.93 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2888, pruned_loss=0.05371, over 2476937.54 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07002, over 23696.36 utterances.], batch size: 58, lr: 2.45e-04
2022-08-31 03:32:41,637 INFO [train.py:927] (5/8) Epoch 16, batch 20100, giga_loss[loss=0.1606, simple_loss=0.2389, pruned_loss=0.0411, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03516, over 39.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2822, pruned_loss=0.05298, over 2474361.75 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07341, over 21920.29 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2874, pruned_loss=0.06169, over 2465712.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.06151, over 7938.47 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2821, pruned_loss=0.05197, over 2475370.84 frames. utt_duration=418.7 frames, utt_pad_proportion=0.0733, over 23722.51 utterances.], batch size: 39, lr: 2.45e-04
2022-08-31 03:34:23,973 INFO [train.py:927] (5/8) Epoch 16, batch 20150, giga_loss[loss=0.1615, simple_loss=0.2446, pruned_loss=0.03926, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03478, over 123.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2747, pruned_loss=0.05056, over 2473165.24 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07054, over 20803.27 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2868, pruned_loss=0.06142, over 2465603.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.06003, over 7892.00 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2748, pruned_loss=0.04961, over 2474368.47 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07128, over 22799.57 utterances.], batch size: 123, lr: 2.45e-04
2022-08-31 03:36:08,851 INFO [train.py:927] (5/8) Epoch 16, batch 20200, giga_loss[loss=0.1689, simple_loss=0.2475, pruned_loss=0.04514, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02833, over 45.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2692, pruned_loss=0.04839, over 2472866.18 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06584, over 19544.53 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2866, pruned_loss=0.06136, over 2465478.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.05907, over 7848.09 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2691, pruned_loss=0.04741, over 2474114.11 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06721, over 21455.43 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 03:37:54,195 INFO [train.py:927] (5/8) Epoch 16, batch 20250, giga_loss[loss=0.1658, simple_loss=0.2511, pruned_loss=0.04021, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03674, over 43.00 utterances.], tot_loss[loss=0.1798, simple_loss=0.2656, pruned_loss=0.04704, over 2472993.70 frames. utt_duration=532 frames, utt_pad_proportion=0.06152, over 18645.17 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2864, pruned_loss=0.06134, over 2465536.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.058, over 7830.03 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2653, pruned_loss=0.04598, over 2474105.48 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06342, over 20436.32 utterances.], batch size: 43, lr: 2.45e-04
2022-08-31 03:39:39,085 INFO [train.py:927] (5/8) Epoch 16, batch 20300, giga_loss[loss=0.1508, simple_loss=0.2431, pruned_loss=0.02925, over 12432.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03259, over 75.00 utterances.], tot_loss[loss=0.1767, simple_loss=0.2618, pruned_loss=0.04582, over 2473785.32 frames. utt_duration=531 frames, utt_pad_proportion=0.06326, over 18686.04 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2863, pruned_loss=0.06129, over 2466067.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.05644, over 7790.70 utterances.], giga_tot_loss[loss=0.1749, simple_loss=0.2608, pruned_loss=0.04448, over 2474477.17 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06525, over 20557.89 utterances.], batch size: 75, lr: 2.45e-04
2022-08-31 03:41:22,749 INFO [train.py:927] (5/8) Epoch 16, batch 20350, giga_loss[loss=0.1672, simple_loss=0.2502, pruned_loss=0.04211, over 12456.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03496, over 86.00 utterances.], tot_loss[loss=0.1732, simple_loss=0.2575, pruned_loss=0.04442, over 2473807.11 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06207, over 18897.73 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.286, pruned_loss=0.06115, over 2466041.15 frames. utt_duration=1271 frames, utt_pad_proportion=0.05586, over 7767.97 utterances.], giga_tot_loss[loss=0.1716, simple_loss=0.2567, pruned_loss=0.04328, over 2474469.14 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06395, over 20538.55 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 03:43:06,793 INFO [train.py:927] (5/8) Epoch 16, batch 20400, giga_loss[loss=0.1282, simple_loss=0.213, pruned_loss=0.02176, over 12393.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.0296, over 58.00 utterances.], tot_loss[loss=0.169, simple_loss=0.2526, pruned_loss=0.04265, over 2474750.99 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06156, over 18592.46 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2853, pruned_loss=0.06095, over 2466151.61 frames. utt_duration=1277 frames, utt_pad_proportion=0.05519, over 7731.90 utterances.], giga_tot_loss[loss=0.1676, simple_loss=0.252, pruned_loss=0.04158, over 2475314.86 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06336, over 20122.10 utterances.], batch size: 58, lr: 2.45e-04
2022-08-31 03:44:51,156 INFO [train.py:927] (5/8) Epoch 16, batch 20450, giga_loss[loss=0.2042, simple_loss=0.2974, pruned_loss=0.05545, over 12406.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.1769, simple_loss=0.261, pruned_loss=0.04641, over 2475227.39 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06093, over 18900.97 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2852, pruned_loss=0.06083, over 2466156.59 frames. utt_duration=1279 frames, utt_pad_proportion=0.05448, over 7720.25 utterances.], giga_tot_loss[loss=0.1754, simple_loss=0.2601, pruned_loss=0.04536, over 2475826.70 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06265, over 20306.42 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 03:46:36,574 INFO [train.py:927] (5/8) Epoch 16, batch 20500, giga_loss[loss=0.1554, simple_loss=0.2567, pruned_loss=0.0271, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03583, over 28.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2708, pruned_loss=0.05018, over 2474064.85 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05838, over 18023.91 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2856, pruned_loss=0.06096, over 2465932.67 frames. utt_duration=1275 frames, utt_pad_proportion=0.05485, over 7744.88 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2694, pruned_loss=0.04902, over 2474896.49 frames. utt_duration=514.1 frames, utt_pad_proportion=0.05986, over 19311.29 utterances.], batch size: 28, lr: 2.45e-04
2022-08-31 03:48:23,077 INFO [train.py:927] (5/8) Epoch 16, batch 20550, giga_loss[loss=0.1913, simple_loss=0.2795, pruned_loss=0.05159, over 12374.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.02988, over 51.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2766, pruned_loss=0.05176, over 2474251.97 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05699, over 18205.68 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2857, pruned_loss=0.06114, over 2465962.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05527, over 7753.48 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2752, pruned_loss=0.05057, over 2475005.41 frames. utt_duration=512.9 frames, utt_pad_proportion=0.05813, over 19357.09 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 03:50:08,815 INFO [train.py:927] (5/8) Epoch 16, batch 20600, giga_loss[loss=0.2577, simple_loss=0.3256, pruned_loss=0.09492, over 12368.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2803, pruned_loss=0.05359, over 2473434.23 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05759, over 17732.53 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06126, over 2466088.86 frames. utt_duration=1262 frames, utt_pad_proportion=0.05985, over 7824.18 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.279, pruned_loss=0.05238, over 2474064.69 frames. utt_duration=529 frames, utt_pad_proportion=0.05681, over 18761.25 utterances.], batch size: 257, lr: 2.45e-04
2022-08-31 03:51:58,606 INFO [train.py:927] (5/8) Epoch 16, batch 20650, giga_loss[loss=0.2083, simple_loss=0.3027, pruned_loss=0.05694, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03576, over 122.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2847, pruned_loss=0.05589, over 2473993.53 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06322, over 18162.16 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06127, over 2466155.16 frames. utt_duration=1266 frames, utt_pad_proportion=0.059, over 7801.04 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2836, pruned_loss=0.05475, over 2474599.65 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06262, over 19226.18 utterances.], batch size: 122, lr: 2.45e-04
2022-08-31 03:53:41,515 INFO [train.py:927] (5/8) Epoch 16, batch 20700, giga_loss[loss=0.2221, simple_loss=0.3027, pruned_loss=0.07079, over 12375.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07454, over 212.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2889, pruned_loss=0.05733, over 2473873.86 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06355, over 18200.13 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2858, pruned_loss=0.06123, over 2466218.61 frames. utt_duration=1267 frames, utt_pad_proportion=0.05817, over 7793.87 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.288, pruned_loss=0.05636, over 2474470.42 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06335, over 19277.42 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 03:55:24,248 INFO [train.py:927] (5/8) Epoch 16, batch 20750, giga_loss[loss=0.2112, simple_loss=0.3041, pruned_loss=0.05912, over 12441.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03505, over 40.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05806, over 2474250.03 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06619, over 17986.55 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06139, over 2466433.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.06094, over 7863.75 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2911, pruned_loss=0.05708, over 2474701.88 frames. utt_duration=522 frames, utt_pad_proportion=0.06505, over 19018.71 utterances.], batch size: 40, lr: 2.45e-04
2022-08-31 03:57:06,683 INFO [train.py:927] (5/8) Epoch 16, batch 20800, libri_loss[loss=0.1945, simple_loss=0.2825, pruned_loss=0.05325, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005538, over 34.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05747, over 2473778.37 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06472, over 17583.88 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2863, pruned_loss=0.06149, over 2466207.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.05964, over 7836.19 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.292, pruned_loss=0.05649, over 2474549.27 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06441, over 18708.53 utterances.], batch size: 34, lr: 2.45e-04
2022-08-31 03:58:50,330 INFO [train.py:927] (5/8) Epoch 16, batch 20850, giga_loss[loss=0.2319, simple_loss=0.3215, pruned_loss=0.07113, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05761, over 2473375.32 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06303, over 16898.75 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06172, over 2465865.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.05833, over 7836.08 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2925, pruned_loss=0.0565, over 2474488.61 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06346, over 18059.56 utterances.], batch size: 146, lr: 2.45e-04
2022-08-31 04:00:37,873 INFO [train.py:927] (5/8) Epoch 16, batch 20900, giga_loss[loss=0.2245, simple_loss=0.3061, pruned_loss=0.07148, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03899, over 123.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.06031, over 2473552.62 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06525, over 17155.11 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06183, over 2466215.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05768, over 7846.22 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05924, over 2474336.36 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06584, over 18334.73 utterances.], batch size: 123, lr: 2.45e-04
2022-08-31 04:02:24,561 INFO [train.py:927] (5/8) Epoch 16, batch 20950, giga_loss[loss=0.1791, simple_loss=0.2691, pruned_loss=0.04459, over 12324.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03195, over 66.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2936, pruned_loss=0.06041, over 2473417.44 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06296, over 16935.34 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06179, over 2466068.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05654, over 7820.12 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2935, pruned_loss=0.05954, over 2474385.05 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06408, over 18184.25 utterances.], batch size: 66, lr: 2.45e-04
2022-08-31 04:04:06,317 INFO [train.py:927] (5/8) Epoch 16, batch 21000, libri_loss[loss=0.2179, simple_loss=0.3127, pruned_loss=0.06151, over 12123.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005959, over 32.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2934, pruned_loss=0.06051, over 2472669.60 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05879, over 16802.36 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2866, pruned_loss=0.06147, over 2465657.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05479, over 7766.71 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2938, pruned_loss=0.06002, over 2474176.62 frames. utt_duration=543 frames, utt_pad_proportion=0.06074, over 18276.12 utterances.], batch size: 32, lr: 2.45e-04
2022-08-31 04:04:06,318 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 04:04:22,857 INFO [train.py:967] (5/8) 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 04:06:04,625 INFO [train.py:927] (5/8) Epoch 16, batch 21050, giga_loss[loss=0.2207, simple_loss=0.3021, pruned_loss=0.0697, over 12431.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03753, over 40.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2911, pruned_loss=0.05927, over 2472510.09 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06118, over 17032.36 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06175, over 2465433.27 frames. utt_duration=1273 frames, utt_pad_proportion=0.05399, over 7754.46 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2911, pruned_loss=0.0586, over 2474019.12 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06289, over 18379.78 utterances.], batch size: 40, lr: 2.45e-04
2022-08-31 04:07:47,108 INFO [train.py:927] (5/8) Epoch 16, batch 21100, libri_loss[loss=0.2221, simple_loss=0.2792, pruned_loss=0.08253, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006505, over 32.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.287, pruned_loss=0.05777, over 2473489.06 frames. utt_duration=536.7 frames, utt_pad_proportion=0.07177, over 18486.24 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2866, pruned_loss=0.06166, over 2465700.86 frames. utt_duration=1277 frames, utt_pad_proportion=0.05312, over 7734.01 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2874, pruned_loss=0.05723, over 2474680.88 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07275, over 19841.41 utterances.], batch size: 32, lr: 2.45e-04
2022-08-31 04:09:28,684 INFO [train.py:927] (5/8) Epoch 16, batch 21150, giga_loss[loss=0.197, simple_loss=0.2904, pruned_loss=0.05179, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02558, over 48.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2844, pruned_loss=0.0566, over 2473493.26 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06724, over 18132.11 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06174, over 2465608.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05584, over 7791.99 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2845, pruned_loss=0.05591, over 2474829.10 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06747, over 19561.73 utterances.], batch size: 48, lr: 2.45e-04
2022-08-31 04:11:12,220 INFO [train.py:927] (5/8) Epoch 16, batch 21200, giga_loss[loss=0.1968, simple_loss=0.2847, pruned_loss=0.05447, over 12399.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02612, over 70.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2834, pruned_loss=0.05612, over 2473216.46 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06511, over 17534.15 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2864, pruned_loss=0.06152, over 2465594.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.05546, over 7775.11 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2838, pruned_loss=0.05571, over 2474351.87 frames. utt_duration=529 frames, utt_pad_proportion=0.06559, over 18763.39 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 04:12:55,603 INFO [train.py:927] (5/8) Epoch 16, batch 21250, giga_loss[loss=0.1679, simple_loss=0.2497, pruned_loss=0.04307, over 12416.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04608, over 34.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2815, pruned_loss=0.05576, over 2472563.91 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06229, over 16827.63 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2865, pruned_loss=0.06163, over 2465775.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05381, over 7746.53 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2817, pruned_loss=0.05518, over 2473617.03 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06362, over 18182.81 utterances.], batch size: 34, lr: 2.45e-04
2022-08-31 04:14:34,227 INFO [train.py:927] (5/8) Epoch 16, batch 21300, giga_loss[loss=0.188, simple_loss=0.2733, pruned_loss=0.05137, over 12411.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04933, over 161.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2789, pruned_loss=0.05494, over 2472809.38 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06046, over 16520.39 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2867, pruned_loss=0.06161, over 2465474.51 frames. utt_duration=1277 frames, utt_pad_proportion=0.0532, over 7731.39 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2788, pruned_loss=0.05442, over 2474024.17 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06194, over 17728.53 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 04:16:20,442 INFO [train.py:927] (5/8) Epoch 16, batch 21350, giga_loss[loss=0.1694, simple_loss=0.2471, pruned_loss=0.04588, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03723, over 28.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2754, pruned_loss=0.05376, over 2472097.31 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05914, over 15709.69 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06184, over 2465332.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.0605, over 7870.76 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2749, pruned_loss=0.05292, over 2473422.09 frames. utt_duration=589.3 frames, utt_pad_proportion=0.05774, over 16831.09 utterances.], batch size: 28, lr: 2.45e-04
2022-08-31 04:18:01,953 INFO [train.py:927] (5/8) Epoch 16, batch 21400, giga_loss[loss=0.1785, simple_loss=0.2594, pruned_loss=0.04877, over 12336.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03197, over 51.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.273, pruned_loss=0.05302, over 2471661.57 frames. utt_duration=640.6 frames, utt_pad_proportion=0.0554, over 15468.53 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2866, pruned_loss=0.06177, over 2465128.23 frames. utt_duration=1258 frames, utt_pad_proportion=0.05987, over 7849.84 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2726, pruned_loss=0.05229, over 2472983.27 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05474, over 16479.88 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 04:19:44,328 INFO [train.py:927] (5/8) Epoch 16, batch 21450, giga_loss[loss=0.1875, simple_loss=0.2694, pruned_loss=0.05275, over 12447.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03401, over 86.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2707, pruned_loss=0.05242, over 2471917.35 frames. utt_duration=648.6 frames, utt_pad_proportion=0.05667, over 15279.38 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06186, over 2465064.09 frames. utt_duration=1252 frames, utt_pad_proportion=0.06084, over 7884.57 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2699, pruned_loss=0.0516, over 2473143.31 frames. utt_duration=613 frames, utt_pad_proportion=0.05557, over 16177.69 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 04:21:27,101 INFO [train.py:927] (5/8) Epoch 16, batch 21500, giga_loss[loss=0.2049, simple_loss=0.2896, pruned_loss=0.06013, over 12332.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03413, over 62.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2721, pruned_loss=0.0536, over 2472291.37 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06306, over 15630.67 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2869, pruned_loss=0.06193, over 2465287.45 frames. utt_duration=1252 frames, utt_pad_proportion=0.06006, over 7886.01 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2708, pruned_loss=0.05253, over 2473330.69 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06203, over 16605.77 utterances.], batch size: 62, lr: 2.45e-04
2022-08-31 04:23:10,514 INFO [train.py:927] (5/8) Epoch 16, batch 21550, giga_loss[loss=0.2482, simple_loss=0.3347, pruned_loss=0.08081, over 12414.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03917, over 105.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2779, pruned_loss=0.05691, over 2471810.80 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06269, over 16252.66 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2868, pruned_loss=0.0619, over 2465391.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.06018, over 7900.93 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2768, pruned_loss=0.05596, over 2472664.62 frames. utt_duration=577.7 frames, utt_pad_proportion=0.0619, over 17165.40 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 04:24:52,682 INFO [train.py:927] (5/8) Epoch 16, batch 21600, giga_loss[loss=0.1956, simple_loss=0.2813, pruned_loss=0.05494, over 12474.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0368, over 34.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2833, pruned_loss=0.05879, over 2471632.59 frames. utt_duration=606.3 frames, utt_pad_proportion=0.06208, over 16347.29 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06232, over 2465289.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.06855, over 8082.65 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2816, pruned_loss=0.05757, over 2472560.98 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05818, over 17137.99 utterances.], batch size: 34, lr: 2.45e-04
2022-08-31 04:26:34,634 INFO [train.py:927] (5/8) Epoch 16, batch 21650, giga_loss[loss=0.2362, simple_loss=0.3233, pruned_loss=0.07459, over 12359.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.289, pruned_loss=0.06063, over 2471400.58 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06166, over 16618.19 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2873, pruned_loss=0.06224, over 2465432.93 frames. utt_duration=1225 frames, utt_pad_proportion=0.06778, over 8063.54 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2877, pruned_loss=0.05969, over 2472083.59 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05891, over 17367.47 utterances.], batch size: 97, lr: 2.45e-04
2022-08-31 04:28:17,124 INFO [train.py:927] (5/8) Epoch 16, batch 21700, giga_loss[loss=0.1733, simple_loss=0.2626, pruned_loss=0.04205, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03521, over 104.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2918, pruned_loss=0.06073, over 2471941.12 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06367, over 17206.14 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06233, over 2466093.95 frames. utt_duration=1226 frames, utt_pad_proportion=0.06607, over 8053.55 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2907, pruned_loss=0.05985, over 2472091.26 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06211, over 18099.91 utterances.], batch size: 104, lr: 2.45e-04
2022-08-31 04:29:59,584 INFO [train.py:927] (5/8) Epoch 16, batch 21750, giga_loss[loss=0.2295, simple_loss=0.3135, pruned_loss=0.07275, over 12421.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06707, over 184.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2915, pruned_loss=0.05971, over 2471216.04 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06315, over 17918.91 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2874, pruned_loss=0.06227, over 2465812.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06512, over 8024.69 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2909, pruned_loss=0.05903, over 2471684.29 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06235, over 18823.55 utterances.], batch size: 184, lr: 2.45e-04
2022-08-31 04:31:43,133 INFO [train.py:927] (5/8) Epoch 16, batch 21800, giga_loss[loss=0.2493, simple_loss=0.3311, pruned_loss=0.08377, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02672, over 45.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2927, pruned_loss=0.06004, over 2472032.60 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06605, over 18759.93 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.287, pruned_loss=0.06213, over 2465486.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.0639, over 8000.26 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2926, pruned_loss=0.05957, over 2472835.83 frames. utt_duration=503.1 frames, utt_pad_proportion=0.0657, over 19720.94 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 04:33:25,603 INFO [train.py:927] (5/8) Epoch 16, batch 21850, giga_loss[loss=0.2512, simple_loss=0.3248, pruned_loss=0.08883, over 12367.00 frames. utt_duration=191 frames, utt_pad_proportion=0.1157, over 261.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2943, pruned_loss=0.06088, over 2472004.87 frames. utt_duration=535 frames, utt_pad_proportion=0.06439, over 18535.16 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2873, pruned_loss=0.06212, over 2465649.89 frames. utt_duration=1238 frames, utt_pad_proportion=0.06267, over 7976.49 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.06047, over 2472640.18 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06463, over 19569.94 utterances.], batch size: 261, lr: 2.45e-04
2022-08-31 04:35:06,675 INFO [train.py:927] (5/8) Epoch 16, batch 21900, giga_loss[loss=0.2121, simple_loss=0.2879, pruned_loss=0.06812, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0314, over 42.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2954, pruned_loss=0.06211, over 2472479.13 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06753, over 18829.48 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2871, pruned_loss=0.06204, over 2465762.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.06185, over 7966.11 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2957, pruned_loss=0.06184, over 2473020.54 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06786, over 19896.71 utterances.], batch size: 42, lr: 2.45e-04
2022-08-31 04:36:50,290 INFO [train.py:927] (5/8) Epoch 16, batch 21950, giga_loss[loss=0.2312, simple_loss=0.322, pruned_loss=0.07014, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04051, over 31.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2966, pruned_loss=0.06301, over 2472697.03 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06577, over 18320.75 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2874, pruned_loss=0.06208, over 2465548.81 frames. utt_duration=1236 frames, utt_pad_proportion=0.06158, over 7988.49 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2968, pruned_loss=0.06277, over 2473584.51 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06628, over 19543.40 utterances.], batch size: 31, lr: 2.45e-04
2022-08-31 04:38:32,496 INFO [train.py:927] (5/8) Epoch 16, batch 22000, giga_loss[loss=0.2184, simple_loss=0.3077, pruned_loss=0.06451, over 12325.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05056, over 26.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06325, over 2471995.51 frames. utt_duration=568.8 frames, utt_pad_proportion=0.0612, over 17430.78 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06193, over 2465682.98 frames. utt_duration=1239 frames, utt_pad_proportion=0.06117, over 7969.65 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2986, pruned_loss=0.0632, over 2472633.90 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06204, over 18493.22 utterances.], batch size: 26, lr: 2.45e-04
2022-08-31 04:40:14,434 INFO [train.py:927] (5/8) Epoch 16, batch 22050, giga_loss[loss=0.2354, simple_loss=0.3169, pruned_loss=0.07693, over 12357.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04045, over 145.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2981, pruned_loss=0.06357, over 2471712.74 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06076, over 16861.18 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2874, pruned_loss=0.06239, over 2465679.57 frames. utt_duration=1239 frames, utt_pad_proportion=0.05979, over 7967.71 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2986, pruned_loss=0.06316, over 2472466.31 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06201, over 18054.86 utterances.], batch size: 145, lr: 2.45e-04
2022-08-31 04:41:57,743 INFO [train.py:927] (5/8) Epoch 16, batch 22100, giga_loss[loss=0.1882, simple_loss=0.2753, pruned_loss=0.05058, over 12421.00 frames. utt_duration=905 frames, utt_pad_proportion=0.03103, over 55.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2961, pruned_loss=0.06305, over 2471782.04 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06093, over 16488.81 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2872, pruned_loss=0.06231, over 2465457.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.05917, over 7933.56 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2969, pruned_loss=0.06283, over 2472706.22 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06221, over 17637.24 utterances.], batch size: 55, lr: 2.45e-04
2022-08-31 04:43:40,159 INFO [train.py:927] (5/8) Epoch 16, batch 22150, giga_loss[loss=0.2178, simple_loss=0.2961, pruned_loss=0.06972, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03943, over 37.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2961, pruned_loss=0.06346, over 2471521.17 frames. utt_duration=636.9 frames, utt_pad_proportion=0.05901, over 15558.51 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06236, over 2465789.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.06099, over 7980.42 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.297, pruned_loss=0.06326, over 2472276.72 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05935, over 16862.95 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 04:45:23,175 INFO [train.py:927] (5/8) Epoch 16, batch 22200, giga_loss[loss=0.2007, simple_loss=0.2913, pruned_loss=0.05505, over 12392.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.06347, over 2470597.04 frames. utt_duration=630.3 frames, utt_pad_proportion=0.05924, over 15716.41 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06232, over 2465539.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06109, over 7993.50 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2974, pruned_loss=0.06338, over 2471504.58 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05943, over 16838.65 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 04:47:07,811 INFO [train.py:927] (5/8) Epoch 16, batch 22250, giga_loss[loss=0.2183, simple_loss=0.305, pruned_loss=0.06584, over 12282.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02655, over 54.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2953, pruned_loss=0.06301, over 2470306.46 frames. utt_duration=653 frames, utt_pad_proportion=0.05966, over 15167.17 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2867, pruned_loss=0.06202, over 2465414.72 frames. utt_duration=1243 frames, utt_pad_proportion=0.06009, over 7944.16 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2968, pruned_loss=0.06323, over 2471251.76 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06027, over 16286.24 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 04:48:52,874 INFO [train.py:927] (5/8) Epoch 16, batch 22300, giga_loss[loss=0.2042, simple_loss=0.289, pruned_loss=0.0597, over 12343.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 104.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2936, pruned_loss=0.06246, over 2470914.43 frames. utt_duration=622.1 frames, utt_pad_proportion=0.06305, over 15925.70 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2869, pruned_loss=0.06207, over 2465418.46 frames. utt_duration=1232 frames, utt_pad_proportion=0.06471, over 8015.68 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2947, pruned_loss=0.06258, over 2471729.45 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06122, over 16844.85 utterances.], batch size: 104, lr: 2.44e-04
2022-08-31 04:50:33,955 INFO [train.py:927] (5/8) Epoch 16, batch 22350, giga_loss[loss=0.2428, simple_loss=0.3174, pruned_loss=0.08409, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04295, over 34.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2913, pruned_loss=0.0611, over 2471634.92 frames. utt_duration=635 frames, utt_pad_proportion=0.05942, over 15606.63 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2864, pruned_loss=0.06171, over 2465616.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.06363, over 7960.82 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2928, pruned_loss=0.06152, over 2472285.65 frames. utt_duration=597 frames, utt_pad_proportion=0.05856, over 16606.81 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 04:52:17,094 INFO [train.py:927] (5/8) Epoch 16, batch 22400, giga_loss[loss=0.1921, simple_loss=0.2709, pruned_loss=0.05666, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03037, over 42.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2888, pruned_loss=0.06004, over 2471338.96 frames. utt_duration=642 frames, utt_pad_proportion=0.05845, over 15434.03 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2869, pruned_loss=0.06203, over 2465600.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06687, over 8017.05 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2896, pruned_loss=0.06007, over 2471995.62 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05616, over 16347.50 utterances.], batch size: 42, lr: 2.44e-04
2022-08-31 04:53:58,885 INFO [train.py:927] (5/8) Epoch 16, batch 22450, giga_loss[loss=0.187, simple_loss=0.2736, pruned_loss=0.05017, over 12374.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.03528, over 80.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2856, pruned_loss=0.0587, over 2471745.02 frames. utt_duration=660.6 frames, utt_pad_proportion=0.05563, over 15000.95 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2867, pruned_loss=0.06185, over 2465954.05 frames. utt_duration=1235 frames, utt_pad_proportion=0.06583, over 7997.93 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2865, pruned_loss=0.0588, over 2472172.80 frames. utt_duration=618.9 frames, utt_pad_proportion=0.0542, over 16015.76 utterances.], batch size: 80, lr: 2.44e-04
2022-08-31 04:55:41,764 INFO [train.py:927] (5/8) Epoch 16, batch 22500, giga_loss[loss=0.2101, simple_loss=0.3004, pruned_loss=0.0599, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2825, pruned_loss=0.05719, over 2470733.13 frames. utt_duration=663.2 frames, utt_pad_proportion=0.05793, over 14936.82 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2863, pruned_loss=0.06166, over 2465928.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06899, over 8031.99 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2835, pruned_loss=0.05733, over 2471225.97 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05517, over 15902.05 utterances.], batch size: 183, lr: 2.44e-04
2022-08-31 04:57:22,593 INFO [train.py:927] (5/8) Epoch 16, batch 22550, giga_loss[loss=0.198, simple_loss=0.2936, pruned_loss=0.0512, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03269, over 105.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2843, pruned_loss=0.05736, over 2471801.26 frames. utt_duration=605 frames, utt_pad_proportion=0.06245, over 16381.94 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2861, pruned_loss=0.0615, over 2466055.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.06778, over 8006.45 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2853, pruned_loss=0.05752, over 2472197.22 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06064, over 17361.69 utterances.], batch size: 105, lr: 2.44e-04
2022-08-31 04:59:08,379 INFO [train.py:927] (5/8) Epoch 16, batch 22600, giga_loss[loss=0.1873, simple_loss=0.2858, pruned_loss=0.04439, over 12365.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03902, over 113.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.286, pruned_loss=0.05718, over 2472744.12 frames. utt_duration=559 frames, utt_pad_proportion=0.06517, over 17740.92 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2863, pruned_loss=0.06156, over 2466067.66 frames. utt_duration=1233 frames, utt_pad_proportion=0.06727, over 8009.38 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2865, pruned_loss=0.05718, over 2473139.79 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06389, over 18633.29 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 05:00:54,703 INFO [train.py:927] (5/8) Epoch 16, batch 22650, giga_loss[loss=0.1829, simple_loss=0.2807, pruned_loss=0.04257, over 12427.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04863, over 147.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2852, pruned_loss=0.05584, over 2472843.22 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06058, over 17962.62 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.286, pruned_loss=0.06132, over 2465746.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.06603, over 7972.41 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.286, pruned_loss=0.05593, over 2473653.29 frames. utt_duration=522.6 frames, utt_pad_proportion=0.0602, over 18988.41 utterances.], batch size: 147, lr: 2.44e-04
2022-08-31 05:02:39,241 INFO [train.py:927] (5/8) Epoch 16, batch 22700, giga_loss[loss=0.169, simple_loss=0.257, pruned_loss=0.04049, over 12444.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04113, over 34.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.285, pruned_loss=0.0557, over 2473159.28 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05694, over 17446.18 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2859, pruned_loss=0.06136, over 2465807.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.06522, over 7969.56 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2856, pruned_loss=0.0556, over 2473946.01 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05705, over 18537.89 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 05:04:21,432 INFO [train.py:927] (5/8) Epoch 16, batch 22750, giga_loss[loss=0.186, simple_loss=0.2734, pruned_loss=0.0493, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2865, pruned_loss=0.05666, over 2473780.27 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05572, over 17423.50 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06124, over 2466118.64 frames. utt_duration=1236 frames, utt_pad_proportion=0.06517, over 7989.26 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.287, pruned_loss=0.05659, over 2474273.53 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05579, over 18443.63 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 05:06:04,229 INFO [train.py:927] (5/8) Epoch 16, batch 22800, giga_loss[loss=0.2055, simple_loss=0.2932, pruned_loss=0.05892, over 12365.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03279, over 51.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2881, pruned_loss=0.05766, over 2473435.23 frames. utt_duration=586.9 frames, utt_pad_proportion=0.0537, over 16900.07 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2856, pruned_loss=0.0613, over 2466013.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.06386, over 7948.21 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2888, pruned_loss=0.05744, over 2474119.28 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0543, over 18002.73 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 05:07:48,529 INFO [train.py:927] (5/8) Epoch 16, batch 22850, giga_loss[loss=0.2086, simple_loss=0.2891, pruned_loss=0.06408, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02952, over 42.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2889, pruned_loss=0.05782, over 2473360.19 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05434, over 16889.96 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2853, pruned_loss=0.06114, over 2465474.15 frames. utt_duration=1248 frames, utt_pad_proportion=0.06308, over 7912.48 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2897, pruned_loss=0.05773, over 2474488.02 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05501, over 17952.68 utterances.], batch size: 42, lr: 2.44e-04
2022-08-31 05:09:27,208 INFO [train.py:927] (5/8) Epoch 16, batch 22900, giga_loss[loss=0.1992, simple_loss=0.2805, pruned_loss=0.0589, over 12427.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03766, over 40.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2903, pruned_loss=0.05876, over 2473641.10 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06032, over 16806.19 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2862, pruned_loss=0.06174, over 2465591.65 frames. utt_duration=1215 frames, utt_pad_proportion=0.07462, over 8125.27 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2902, pruned_loss=0.05802, over 2474711.24 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05554, over 17749.69 utterances.], batch size: 40, lr: 2.44e-04
2022-08-31 05:11:09,253 INFO [train.py:927] (5/8) Epoch 16, batch 22950, giga_loss[loss=0.1916, simple_loss=0.2736, pruned_loss=0.05475, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03549, over 40.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2883, pruned_loss=0.05791, over 2473808.02 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06407, over 17142.02 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2864, pruned_loss=0.06179, over 2465732.69 frames. utt_duration=1216 frames, utt_pad_proportion=0.0743, over 8123.64 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2881, pruned_loss=0.05728, over 2474563.03 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06031, over 17918.34 utterances.], batch size: 40, lr: 2.44e-04
2022-08-31 05:12:48,658 INFO [train.py:927] (5/8) Epoch 16, batch 23000, libri_loss[loss=0.2265, simple_loss=0.3012, pruned_loss=0.07592, over 12239.00 frames. utt_duration=961.4 frames, utt_pad_proportion=0.06481, over 51.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2883, pruned_loss=0.05765, over 2473868.31 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06194, over 17524.52 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2862, pruned_loss=0.06183, over 2466044.03 frames. utt_duration=1215 frames, utt_pad_proportion=0.07352, over 8127.40 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05697, over 2474448.36 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05923, over 18432.17 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 05:14:30,087 INFO [train.py:927] (5/8) Epoch 16, batch 23050, giga_loss[loss=0.2166, simple_loss=0.3077, pruned_loss=0.06279, over 12367.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04067, over 113.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2876, pruned_loss=0.05691, over 2473875.68 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06252, over 17587.18 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2855, pruned_loss=0.06163, over 2465803.10 frames. utt_duration=1219 frames, utt_pad_proportion=0.07283, over 8098.08 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2883, pruned_loss=0.05641, over 2474781.04 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06052, over 18601.31 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 05:16:10,884 INFO [train.py:927] (5/8) Epoch 16, batch 23100, giga_loss[loss=0.1717, simple_loss=0.2652, pruned_loss=0.03916, over 12396.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02646, over 66.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2868, pruned_loss=0.0568, over 2473440.56 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06475, over 18167.21 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2856, pruned_loss=0.06162, over 2465613.89 frames. utt_duration=1224 frames, utt_pad_proportion=0.07146, over 8067.90 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2873, pruned_loss=0.05631, over 2474504.21 frames. utt_duration=516 frames, utt_pad_proportion=0.06359, over 19237.59 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 05:17:52,002 INFO [train.py:927] (5/8) Epoch 16, batch 23150, giga_loss[loss=0.3249, simple_loss=0.3908, pruned_loss=0.1295, over 12346.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2856, pruned_loss=0.05748, over 2473364.10 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06221, over 17438.98 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.286, pruned_loss=0.06176, over 2466108.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06956, over 8056.55 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2857, pruned_loss=0.05682, over 2474043.41 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06199, over 18607.14 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 05:19:33,341 INFO [train.py:927] (5/8) Epoch 16, batch 23200, giga_loss[loss=0.2164, simple_loss=0.2962, pruned_loss=0.0683, over 12345.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2832, pruned_loss=0.0567, over 2473679.40 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05896, over 17191.34 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.286, pruned_loss=0.06176, over 2466108.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06956, over 8056.55 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2833, pruned_loss=0.05619, over 2474208.12 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05894, over 18100.53 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 05:21:13,949 INFO [train.py:927] (5/8) Epoch 16, batch 23250, giga_loss[loss=0.1718, simple_loss=0.2587, pruned_loss=0.04248, over 12427.00 frames. utt_duration=858.4 frames, utt_pad_proportion=0.02678, over 58.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.28, pruned_loss=0.05537, over 2473692.63 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05751, over 17041.35 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2863, pruned_loss=0.06184, over 2465886.94 frames. utt_duration=1232 frames, utt_pad_proportion=0.06775, over 8016.19 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2797, pruned_loss=0.05471, over 2474559.43 frames. utt_duration=548 frames, utt_pad_proportion=0.0582, over 18113.60 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 05:22:55,882 INFO [train.py:927] (5/8) Epoch 16, batch 23300, giga_loss[loss=0.1725, simple_loss=0.2588, pruned_loss=0.04314, over 12302.00 frames. utt_duration=795.2 frames, utt_pad_proportion=0.03607, over 62.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2783, pruned_loss=0.05465, over 2473572.26 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05966, over 16961.37 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2861, pruned_loss=0.06166, over 2465984.55 frames. utt_duration=1232 frames, utt_pad_proportion=0.06739, over 8014.63 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.278, pruned_loss=0.05416, over 2474324.76 frames. utt_duration=552 frames, utt_pad_proportion=0.06021, over 17978.10 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 05:24:37,403 INFO [train.py:927] (5/8) Epoch 16, batch 23350, giga_loss[loss=0.2117, simple_loss=0.2926, pruned_loss=0.0654, over 12461.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03744, over 37.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2808, pruned_loss=0.05546, over 2474067.89 frames. utt_duration=556 frames, utt_pad_proportion=0.06468, over 17846.39 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.286, pruned_loss=0.06169, over 2466397.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.06627, over 8001.47 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2805, pruned_loss=0.05489, over 2474461.86 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06529, over 18897.81 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 05:26:19,485 INFO [train.py:927] (5/8) Epoch 16, batch 23400, giga_loss[loss=0.2226, simple_loss=0.3075, pruned_loss=0.06888, over 12394.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05851, over 182.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2832, pruned_loss=0.05602, over 2473643.85 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06053, over 17708.45 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2861, pruned_loss=0.06183, over 2466428.91 frames. utt_duration=1236 frames, utt_pad_proportion=0.06597, over 7994.52 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2829, pruned_loss=0.05538, over 2473979.04 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0613, over 18624.80 utterances.], batch size: 182, lr: 2.44e-04
2022-08-31 05:28:07,869 INFO [train.py:927] (5/8) Epoch 16, batch 23450, giga_loss[loss=0.2411, simple_loss=0.3234, pruned_loss=0.07939, over 12388.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03228, over 122.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2872, pruned_loss=0.05875, over 2473956.35 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06573, over 18227.60 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2865, pruned_loss=0.06205, over 2466695.29 frames. utt_duration=1212 frames, utt_pad_proportion=0.07161, over 8148.34 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2865, pruned_loss=0.05796, over 2474119.45 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06401, over 18994.76 utterances.], batch size: 122, lr: 2.44e-04
2022-08-31 05:29:51,083 INFO [train.py:927] (5/8) Epoch 16, batch 23500, giga_loss[loss=0.2785, simple_loss=0.3426, pruned_loss=0.1072, over 12394.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07743, over 213.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2948, pruned_loss=0.06299, over 2474528.49 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06164, over 18711.95 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2865, pruned_loss=0.06208, over 2466607.82 frames. utt_duration=1213 frames, utt_pad_proportion=0.07134, over 8141.60 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2943, pruned_loss=0.06234, over 2474755.34 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06054, over 19357.60 utterances.], batch size: 213, lr: 2.44e-04
2022-08-31 05:31:36,175 INFO [train.py:927] (5/8) Epoch 16, batch 23550, giga_loss[loss=0.2249, simple_loss=0.3117, pruned_loss=0.06905, over 12431.00 frames. utt_duration=803.4 frames, utt_pad_proportion=0.02742, over 62.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3015, pruned_loss=0.06784, over 2475035.39 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06435, over 19644.95 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2867, pruned_loss=0.06198, over 2466470.64 frames. utt_duration=1215 frames, utt_pad_proportion=0.07081, over 8132.55 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3012, pruned_loss=0.06748, over 2475519.03 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06357, over 20423.96 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 05:33:23,168 INFO [train.py:927] (5/8) Epoch 16, batch 23600, giga_loss[loss=0.236, simple_loss=0.322, pruned_loss=0.07499, over 12368.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07245, over 2475208.54 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06584, over 20190.97 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.287, pruned_loss=0.06217, over 2466448.28 frames. utt_duration=1214 frames, utt_pad_proportion=0.07037, over 8138.48 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3076, pruned_loss=0.07217, over 2475799.12 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06525, over 21059.69 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 05:35:09,157 INFO [train.py:927] (5/8) Epoch 16, batch 23650, libri_loss[loss=0.2243, simple_loss=0.3045, pruned_loss=0.07201, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0131, over 40.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07638, over 2474657.83 frames. utt_duration=464.7 frames, utt_pad_proportion=0.0768, over 21369.24 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2872, pruned_loss=0.06238, over 2466239.98 frames. utt_duration=1212 frames, utt_pad_proportion=0.06964, over 8147.96 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3121, pruned_loss=0.07635, over 2475574.48 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07635, over 22441.19 utterances.], batch size: 40, lr: 2.44e-04
2022-08-31 05:36:57,762 INFO [train.py:927] (5/8) Epoch 16, batch 23700, giga_loss[loss=0.2854, simple_loss=0.3663, pruned_loss=0.1023, over 12302.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02485, over 54.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3163, pruned_loss=0.07985, over 2475317.30 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08037, over 21863.98 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2873, pruned_loss=0.06243, over 2466379.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.06885, over 8126.85 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3169, pruned_loss=0.07999, over 2476016.34 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08018, over 22913.16 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 05:38:44,257 INFO [train.py:927] (5/8) Epoch 16, batch 23750, giga_loss[loss=0.2245, simple_loss=0.307, pruned_loss=0.071, over 12374.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03209, over 51.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3156, pruned_loss=0.08037, over 2474675.63 frames. utt_duration=472.6 frames, utt_pad_proportion=0.08096, over 21011.77 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2871, pruned_loss=0.06227, over 2466641.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.06808, over 8107.02 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3167, pruned_loss=0.08085, over 2475118.65 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08107, over 22033.58 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 05:40:27,075 INFO [train.py:927] (5/8) Epoch 16, batch 23800, giga_loss[loss=0.2316, simple_loss=0.319, pruned_loss=0.07209, over 12320.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02732, over 79.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3177, pruned_loss=0.08129, over 2474693.58 frames. utt_duration=452.2 frames, utt_pad_proportion=0.0828, over 21962.01 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2872, pruned_loss=0.06229, over 2466717.19 frames. utt_duration=1218 frames, utt_pad_proportion=0.06759, over 8108.97 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3186, pruned_loss=0.08181, over 2475041.34 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08301, over 22878.50 utterances.], batch size: 79, lr: 2.44e-04
2022-08-31 05:42:13,395 INFO [train.py:927] (5/8) Epoch 16, batch 23850, giga_loss[loss=0.2616, simple_loss=0.3383, pruned_loss=0.09245, over 12404.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05085, over 161.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3175, pruned_loss=0.08087, over 2474405.81 frames. utt_duration=461.9 frames, utt_pad_proportion=0.08079, over 21497.42 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2871, pruned_loss=0.0623, over 2467134.09 frames. utt_duration=1222 frames, utt_pad_proportion=0.06581, over 8083.50 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3198, pruned_loss=0.08223, over 2474724.49 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08183, over 22951.76 utterances.], batch size: 161, lr: 2.44e-04
2022-08-31 05:44:03,814 INFO [train.py:927] (5/8) Epoch 16, batch 23900, libri_loss[loss=0.262, simple_loss=0.3325, pruned_loss=0.0958, over 12282.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007266, over 37.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3157, pruned_loss=0.07836, over 2473776.93 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07639, over 21002.81 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2873, pruned_loss=0.06251, over 2466631.24 frames. utt_duration=1227 frames, utt_pad_proportion=0.06487, over 8052.11 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3179, pruned_loss=0.07954, over 2474674.91 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07787, over 22450.96 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 05:45:50,880 INFO [train.py:927] (5/8) Epoch 16, batch 23950, giga_loss[loss=0.2125, simple_loss=0.3001, pruned_loss=0.06249, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03971, over 37.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3137, pruned_loss=0.07685, over 2474088.91 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07686, over 21269.10 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2874, pruned_loss=0.06247, over 2466971.43 frames. utt_duration=1228 frames, utt_pad_proportion=0.06392, over 8045.95 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3161, pruned_loss=0.07817, over 2474669.46 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07844, over 22733.46 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 05:47:36,340 INFO [train.py:927] (5/8) Epoch 16, batch 24000, giga_loss[loss=0.2433, simple_loss=0.3305, pruned_loss=0.07802, over 12359.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03292, over 62.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.313, pruned_loss=0.07632, over 2474373.40 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07452, over 21043.47 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2878, pruned_loss=0.06276, over 2467146.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.06708, over 8120.50 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3148, pruned_loss=0.0773, over 2474772.42 frames. utt_duration=445 frames, utt_pad_proportion=0.07511, over 22316.82 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 05:47:36,341 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 05:47:50,320 INFO [train.py:967] (5/8) 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 05:49:40,440 INFO [train.py:927] (5/8) Epoch 16, batch 24050, giga_loss[loss=0.2138, simple_loss=0.3022, pruned_loss=0.06272, over 12423.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03687, over 113.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3118, pruned_loss=0.07565, over 2473288.23 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07603, over 20838.15 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2877, pruned_loss=0.06264, over 2466954.05 frames. utt_duration=1221 frames, utt_pad_proportion=0.06593, over 8094.66 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3139, pruned_loss=0.07685, over 2473943.79 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07691, over 22173.82 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 05:51:31,030 INFO [train.py:927] (5/8) Epoch 16, batch 24100, giga_loss[loss=0.227, simple_loss=0.3145, pruned_loss=0.06976, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07556, over 212.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3118, pruned_loss=0.07365, over 2473405.08 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07104, over 20050.12 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.288, pruned_loss=0.06295, over 2467018.61 frames. utt_duration=1217 frames, utt_pad_proportion=0.06623, over 8120.05 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3135, pruned_loss=0.07449, over 2473947.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07199, over 21239.92 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 05:53:14,407 INFO [train.py:927] (5/8) Epoch 16, batch 24150, giga_loss[loss=0.2206, simple_loss=0.3029, pruned_loss=0.06909, over 12393.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02683, over 70.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3121, pruned_loss=0.07366, over 2473862.78 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07182, over 20175.24 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2882, pruned_loss=0.06304, over 2467193.36 frames. utt_duration=1214 frames, utt_pad_proportion=0.06608, over 8137.84 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3138, pruned_loss=0.07451, over 2474280.78 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07262, over 21369.90 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 05:54:58,305 INFO [train.py:927] (5/8) Epoch 16, batch 24200, giga_loss[loss=0.3068, simple_loss=0.3611, pruned_loss=0.1263, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3105, pruned_loss=0.07336, over 2473804.29 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06786, over 19654.87 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2885, pruned_loss=0.06323, over 2467223.11 frames. utt_duration=1207 frames, utt_pad_proportion=0.06879, over 8183.83 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3123, pruned_loss=0.07415, over 2474270.84 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06769, over 20876.03 utterances.], batch size: 258, lr: 2.44e-04
2022-08-31 05:56:39,960 INFO [train.py:927] (5/8) Epoch 16, batch 24250, giga_loss[loss=0.2158, simple_loss=0.3093, pruned_loss=0.06117, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03791, over 37.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3096, pruned_loss=0.07352, over 2473665.44 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07301, over 19867.02 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06347, over 2467053.14 frames. utt_duration=1197 frames, utt_pad_proportion=0.07244, over 8257.85 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3112, pruned_loss=0.07421, over 2474362.05 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07132, over 21095.48 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 05:58:28,196 INFO [train.py:927] (5/8) Epoch 16, batch 24300, giga_loss[loss=0.2511, simple_loss=0.3118, pruned_loss=0.09519, over 12348.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3095, pruned_loss=0.07237, over 2473757.20 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07271, over 20011.68 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06343, over 2467254.62 frames. utt_duration=1195 frames, utt_pad_proportion=0.07222, over 8267.07 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.311, pruned_loss=0.07307, over 2474223.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07145, over 21127.01 utterances.], batch size: 370, lr: 2.44e-04
2022-08-31 06:00:13,257 INFO [train.py:927] (5/8) Epoch 16, batch 24350, giga_loss[loss=0.1914, simple_loss=0.2682, pruned_loss=0.05736, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03325, over 43.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3072, pruned_loss=0.07145, over 2473655.79 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07205, over 19814.48 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06285, over 2467127.46 frames. utt_duration=1204 frames, utt_pad_proportion=0.06979, over 8208.27 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.31, pruned_loss=0.07291, over 2474422.58 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07191, over 21296.10 utterances.], batch size: 43, lr: 2.44e-04
2022-08-31 06:01:55,524 INFO [train.py:927] (5/8) Epoch 16, batch 24400, giga_loss[loss=0.2056, simple_loss=0.2914, pruned_loss=0.05986, over 12348.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.0327, over 58.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3053, pruned_loss=0.07115, over 2473491.15 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07328, over 20001.02 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2872, pruned_loss=0.06245, over 2467166.05 frames. utt_duration=1211 frames, utt_pad_proportion=0.06831, over 8156.70 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3088, pruned_loss=0.0729, over 2474273.72 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07356, over 21551.10 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 06:03:45,514 INFO [train.py:927] (5/8) Epoch 16, batch 24450, giga_loss[loss=0.26, simple_loss=0.3177, pruned_loss=0.1011, over 12374.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2032, over 369.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3047, pruned_loss=0.07146, over 2474262.77 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07687, over 20441.77 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.287, pruned_loss=0.06229, over 2467158.78 frames. utt_duration=1215 frames, utt_pad_proportion=0.0673, over 8133.80 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3081, pruned_loss=0.07318, over 2475005.60 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07724, over 21914.55 utterances.], batch size: 369, lr: 2.44e-04
2022-08-31 06:05:29,323 INFO [train.py:927] (5/8) Epoch 16, batch 24500, giga_loss[loss=0.2137, simple_loss=0.3037, pruned_loss=0.06183, over 12372.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03409, over 80.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3038, pruned_loss=0.07108, over 2474422.54 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07246, over 20534.17 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2869, pruned_loss=0.06236, over 2467156.49 frames. utt_duration=1212 frames, utt_pad_proportion=0.06991, over 8152.14 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3072, pruned_loss=0.07267, over 2475220.69 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07207, over 22091.13 utterances.], batch size: 80, lr: 2.44e-04
2022-08-31 06:07:11,499 INFO [train.py:927] (5/8) Epoch 16, batch 24550, giga_loss[loss=0.283, simple_loss=0.3372, pruned_loss=0.1144, over 12391.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3032, pruned_loss=0.06995, over 2473998.45 frames. utt_duration=488 frames, utt_pad_proportion=0.0714, over 20336.89 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2865, pruned_loss=0.06209, over 2466811.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.06913, over 8121.40 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07159, over 2475063.10 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07143, over 21817.50 utterances.], batch size: 259, lr: 2.44e-04
2022-08-31 06:08:54,614 INFO [train.py:927] (5/8) Epoch 16, batch 24600, giga_loss[loss=0.2381, simple_loss=0.3068, pruned_loss=0.08469, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03636, over 40.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.06931, over 2473680.86 frames. utt_duration=505 frames, utt_pad_proportion=0.07003, over 19648.27 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2863, pruned_loss=0.06194, over 2466571.01 frames. utt_duration=1219 frames, utt_pad_proportion=0.0688, over 8101.25 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3063, pruned_loss=0.07078, over 2474787.52 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07025, over 20933.08 utterances.], batch size: 40, lr: 2.44e-04
2022-08-31 06:10:45,800 INFO [train.py:927] (5/8) Epoch 16, batch 24650, giga_loss[loss=0.2082, simple_loss=0.2894, pruned_loss=0.06347, over 12328.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03523, over 51.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3066, pruned_loss=0.07208, over 2473574.66 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07593, over 20071.74 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.287, pruned_loss=0.06233, over 2466703.97 frames. utt_duration=1209 frames, utt_pad_proportion=0.07216, over 8170.98 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3089, pruned_loss=0.07322, over 2474586.20 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07476, over 21430.20 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 06:12:31,148 INFO [train.py:927] (5/8) Epoch 16, batch 24700, giga_loss[loss=0.2175, simple_loss=0.2946, pruned_loss=0.07024, over 12327.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03116, over 91.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3055, pruned_loss=0.07187, over 2473469.49 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06917, over 19415.36 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2865, pruned_loss=0.0621, over 2466357.21 frames. utt_duration=1215 frames, utt_pad_proportion=0.07098, over 8130.21 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3081, pruned_loss=0.07319, over 2474729.59 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06903, over 20793.69 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 06:14:17,577 INFO [train.py:927] (5/8) Epoch 16, batch 24750, giga_loss[loss=0.2289, simple_loss=0.3043, pruned_loss=0.07676, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03709, over 40.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3067, pruned_loss=0.07344, over 2474039.06 frames. utt_duration=494 frames, utt_pad_proportion=0.07196, over 20092.33 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2865, pruned_loss=0.06206, over 2466631.90 frames. utt_duration=1217 frames, utt_pad_proportion=0.07043, over 8116.93 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.07462, over 2474851.83 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07188, over 21293.20 utterances.], batch size: 40, lr: 2.44e-04
2022-08-31 06:15:59,831 INFO [train.py:927] (5/8) Epoch 16, batch 24800, giga_loss[loss=0.2502, simple_loss=0.3261, pruned_loss=0.08721, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3061, pruned_loss=0.07218, over 2473676.96 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06744, over 19821.28 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2863, pruned_loss=0.06191, over 2466473.54 frames. utt_duration=1221 frames, utt_pad_proportion=0.06982, over 8090.36 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3084, pruned_loss=0.07338, over 2474546.35 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0678, over 20943.45 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 06:17:48,694 INFO [train.py:927] (5/8) Epoch 16, batch 24850, giga_loss[loss=0.2084, simple_loss=0.2894, pruned_loss=0.06373, over 12442.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03378, over 105.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3056, pruned_loss=0.07188, over 2473656.91 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06978, over 19959.13 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.287, pruned_loss=0.06245, over 2466853.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07776, over 8260.79 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07252, over 2474139.77 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06712, over 20907.53 utterances.], batch size: 105, lr: 2.44e-04
2022-08-31 06:19:31,703 INFO [train.py:927] (5/8) Epoch 16, batch 24900, libri_loss[loss=0.1598, simple_loss=0.2428, pruned_loss=0.03843, over 12452.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01101, over 29.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3043, pruned_loss=0.07141, over 2474646.07 frames. utt_duration=492.7 frames, utt_pad_proportion=0.0714, over 20151.73 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2869, pruned_loss=0.06241, over 2467132.91 frames. utt_duration=1198 frames, utt_pad_proportion=0.07686, over 8246.62 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3059, pruned_loss=0.07212, over 2474904.42 frames. utt_duration=470 frames, utt_pad_proportion=0.06952, over 21127.32 utterances.], batch size: 29, lr: 2.44e-04
2022-08-31 06:21:17,674 INFO [train.py:927] (5/8) Epoch 16, batch 24950, giga_loss[loss=0.23, simple_loss=0.3283, pruned_loss=0.06581, over 12369.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03609, over 122.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3076, pruned_loss=0.07259, over 2475049.18 frames. utt_duration=491 frames, utt_pad_proportion=0.06974, over 20224.35 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2873, pruned_loss=0.06263, over 2467278.42 frames. utt_duration=1191 frames, utt_pad_proportion=0.07874, over 8296.78 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3092, pruned_loss=0.07331, over 2475390.91 frames. utt_duration=464.3 frames, utt_pad_proportion=0.06766, over 21393.32 utterances.], batch size: 122, lr: 2.44e-04
2022-08-31 06:23:02,885 INFO [train.py:927] (5/8) Epoch 16, batch 25000, giga_loss[loss=0.2318, simple_loss=0.3106, pruned_loss=0.07647, over 12312.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03544, over 51.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3108, pruned_loss=0.07407, over 2475649.70 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07427, over 21320.81 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2875, pruned_loss=0.06271, over 2467531.06 frames. utt_duration=1188 frames, utt_pad_proportion=0.07874, over 8317.83 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3121, pruned_loss=0.07466, over 2475769.44 frames. utt_duration=444.9 frames, utt_pad_proportion=0.0725, over 22331.85 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 06:24:48,047 INFO [train.py:927] (5/8) Epoch 16, batch 25050, giga_loss[loss=0.2038, simple_loss=0.2933, pruned_loss=0.05719, over 12382.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03138, over 62.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3117, pruned_loss=0.07484, over 2475410.48 frames. utt_duration=471 frames, utt_pad_proportion=0.0747, over 21085.61 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2877, pruned_loss=0.06287, over 2467828.14 frames. utt_duration=1182 frames, utt_pad_proportion=0.08082, over 8364.50 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3134, pruned_loss=0.0756, over 2475530.52 frames. utt_duration=445 frames, utt_pad_proportion=0.07256, over 22326.68 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 06:26:35,560 INFO [train.py:927] (5/8) Epoch 16, batch 25100, giga_loss[loss=0.2224, simple_loss=0.2964, pruned_loss=0.07421, over 12359.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.02951, over 62.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3096, pruned_loss=0.07446, over 2475658.63 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07358, over 20884.47 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.287, pruned_loss=0.06261, over 2467867.21 frames. utt_duration=1186 frames, utt_pad_proportion=0.07949, over 8334.39 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3124, pruned_loss=0.0757, over 2475923.78 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07231, over 22309.98 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 06:28:21,881 INFO [train.py:927] (5/8) Epoch 16, batch 25150, giga_loss[loss=0.238, simple_loss=0.3191, pruned_loss=0.07842, over 12473.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02902, over 55.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3093, pruned_loss=0.07508, over 2475598.61 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07486, over 21277.67 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2872, pruned_loss=0.06263, over 2468012.93 frames. utt_duration=1190 frames, utt_pad_proportion=0.07834, over 8308.89 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3117, pruned_loss=0.07624, over 2475830.07 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07417, over 22661.73 utterances.], batch size: 55, lr: 2.44e-04
2022-08-31 06:30:07,731 INFO [train.py:927] (5/8) Epoch 16, batch 25200, giga_loss[loss=0.2595, simple_loss=0.3199, pruned_loss=0.09956, over 12353.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1947, over 365.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07515, over 2475786.66 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07666, over 21153.19 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2874, pruned_loss=0.06277, over 2467726.70 frames. utt_duration=1189 frames, utt_pad_proportion=0.07792, over 8313.92 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3107, pruned_loss=0.07616, over 2476336.86 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07609, over 22468.65 utterances.], batch size: 365, lr: 2.44e-04
2022-08-31 06:31:50,582 INFO [train.py:927] (5/8) Epoch 16, batch 25250, giga_loss[loss=0.1999, simple_loss=0.2778, pruned_loss=0.06105, over 12381.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02721, over 91.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3075, pruned_loss=0.07502, over 2475639.56 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07535, over 21187.24 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2873, pruned_loss=0.0627, over 2467869.99 frames. utt_duration=1180 frames, utt_pad_proportion=0.08046, over 8377.07 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.31, pruned_loss=0.07633, over 2476228.16 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07412, over 22641.61 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 06:33:34,659 INFO [train.py:927] (5/8) Epoch 16, batch 25300, giga_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.06309, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03314, over 85.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3077, pruned_loss=0.07452, over 2475570.34 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07248, over 20464.14 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.287, pruned_loss=0.06254, over 2468266.46 frames. utt_duration=1186 frames, utt_pad_proportion=0.07935, over 8336.87 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.07591, over 2475804.88 frames. utt_duration=454 frames, utt_pad_proportion=0.07196, over 21882.76 utterances.], batch size: 85, lr: 2.44e-04
2022-08-31 06:35:22,282 INFO [train.py:927] (5/8) Epoch 16, batch 25350, giga_loss[loss=0.234, simple_loss=0.312, pruned_loss=0.07794, over 12433.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03381, over 113.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3106, pruned_loss=0.07655, over 2475290.06 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07166, over 20641.31 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06243, over 2468710.99 frames. utt_duration=1191 frames, utt_pad_proportion=0.07771, over 8304.39 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3127, pruned_loss=0.07814, over 2475248.82 frames. utt_duration=448.5 frames, utt_pad_proportion=0.0718, over 22146.32 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 06:37:09,044 INFO [train.py:927] (5/8) Epoch 16, batch 25400, giga_loss[loss=0.3182, simple_loss=0.3812, pruned_loss=0.1276, over 12373.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07495, over 212.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3122, pruned_loss=0.07564, over 2474911.97 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07382, over 20723.82 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.06251, over 2468771.26 frames. utt_duration=1192 frames, utt_pad_proportion=0.07682, over 8295.82 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3139, pruned_loss=0.07702, over 2474923.09 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07406, over 22081.00 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 06:38:53,174 INFO [train.py:927] (5/8) Epoch 16, batch 25450, giga_loss[loss=0.3909, simple_loss=0.4191, pruned_loss=0.1814, over 12373.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3153, pruned_loss=0.0768, over 2474835.34 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07545, over 21117.90 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2883, pruned_loss=0.06272, over 2468778.06 frames. utt_duration=1195 frames, utt_pad_proportion=0.07565, over 8274.09 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3169, pruned_loss=0.07796, over 2474938.11 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07595, over 22451.01 utterances.], batch size: 258, lr: 2.44e-04
2022-08-31 06:40:37,092 INFO [train.py:927] (5/8) Epoch 16, batch 25500, giga_loss[loss=0.3092, simple_loss=0.3623, pruned_loss=0.1281, over 12361.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3163, pruned_loss=0.07852, over 2474650.22 frames. utt_duration=452.2 frames, utt_pad_proportion=0.08126, over 21961.05 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.0626, over 2468657.89 frames. utt_duration=1196 frames, utt_pad_proportion=0.07469, over 8265.27 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3187, pruned_loss=0.08002, over 2475047.86 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08157, over 23447.43 utterances.], batch size: 371, lr: 2.44e-04
2022-08-31 06:42:21,387 INFO [train.py:927] (5/8) Epoch 16, batch 25550, giga_loss[loss=0.2106, simple_loss=0.3067, pruned_loss=0.05726, over 12371.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03104, over 97.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3162, pruned_loss=0.07881, over 2474802.55 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08421, over 22475.81 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06271, over 2468729.47 frames. utt_duration=1198 frames, utt_pad_proportion=0.07394, over 8253.27 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3184, pruned_loss=0.08013, over 2475134.59 frames. utt_duration=416.5 frames, utt_pad_proportion=0.08457, over 23853.62 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 06:44:07,849 INFO [train.py:927] (5/8) Epoch 16, batch 25600, giga_loss[loss=0.2313, simple_loss=0.3147, pruned_loss=0.07401, over 12327.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.04384, over 31.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3147, pruned_loss=0.076, over 2475219.53 frames. utt_duration=465.1 frames, utt_pad_proportion=0.08192, over 21357.13 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2877, pruned_loss=0.06249, over 2468951.96 frames. utt_duration=1202 frames, utt_pad_proportion=0.07293, over 8224.37 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3173, pruned_loss=0.07752, over 2475400.37 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08274, over 22732.27 utterances.], batch size: 31, lr: 2.43e-04
2022-08-31 06:45:52,772 INFO [train.py:927] (5/8) Epoch 16, batch 25650, giga_loss[loss=0.2649, simple_loss=0.3224, pruned_loss=0.1037, over 12357.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2142, over 374.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3147, pruned_loss=0.0764, over 2474984.76 frames. utt_duration=466.4 frames, utt_pad_proportion=0.08015, over 21292.79 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2872, pruned_loss=0.06237, over 2468763.14 frames. utt_duration=1209 frames, utt_pad_proportion=0.07183, over 8176.20 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3178, pruned_loss=0.07802, over 2475455.46 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08129, over 22727.96 utterances.], batch size: 374, lr: 2.43e-04
2022-08-31 06:47:36,859 INFO [train.py:927] (5/8) Epoch 16, batch 25700, giga_loss[loss=0.2531, simple_loss=0.3245, pruned_loss=0.09081, over 12397.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07743, over 213.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3133, pruned_loss=0.0762, over 2474751.33 frames. utt_duration=471.7 frames, utt_pad_proportion=0.0777, over 21053.74 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2873, pruned_loss=0.06236, over 2468797.86 frames. utt_duration=1214 frames, utt_pad_proportion=0.0699, over 8144.16 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3168, pruned_loss=0.07805, over 2475353.42 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07946, over 22748.75 utterances.], batch size: 213, lr: 2.43e-04
2022-08-31 06:49:24,733 INFO [train.py:927] (5/8) Epoch 16, batch 25750, giga_loss[loss=0.1961, simple_loss=0.2904, pruned_loss=0.05091, over 12356.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3116, pruned_loss=0.07628, over 2474639.54 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08484, over 21893.60 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2873, pruned_loss=0.0624, over 2468753.43 frames. utt_duration=1206 frames, utt_pad_proportion=0.07409, over 8198.01 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3151, pruned_loss=0.07806, over 2475293.08 frames. utt_duration=422.4 frames, utt_pad_proportion=0.08445, over 23523.16 utterances.], batch size: 66, lr: 2.43e-04
2022-08-31 06:51:10,860 INFO [train.py:927] (5/8) Epoch 16, batch 25800, giga_loss[loss=0.277, simple_loss=0.3324, pruned_loss=0.1108, over 12344.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2124, over 373.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3109, pruned_loss=0.07662, over 2474439.15 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08623, over 22088.91 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2874, pruned_loss=0.06239, over 2468517.69 frames. utt_duration=1210 frames, utt_pad_proportion=0.07301, over 8167.25 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.314, pruned_loss=0.0783, over 2475297.91 frames. utt_duration=420 frames, utt_pad_proportion=0.08623, over 23658.71 utterances.], batch size: 373, lr: 2.43e-04
2022-08-31 06:52:50,763 INFO [train.py:927] (5/8) Epoch 16, batch 25850, giga_loss[loss=0.1865, simple_loss=0.2769, pruned_loss=0.04806, over 12242.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02694, over 45.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3086, pruned_loss=0.07381, over 2474604.82 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07909, over 22045.65 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2875, pruned_loss=0.0625, over 2468415.10 frames. utt_duration=1211 frames, utt_pad_proportion=0.07273, over 8160.41 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.311, pruned_loss=0.07509, over 2475390.86 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07958, over 23340.56 utterances.], batch size: 45, lr: 2.43e-04
2022-08-31 06:54:32,865 INFO [train.py:927] (5/8) Epoch 16, batch 25900, giga_loss[loss=0.199, simple_loss=0.2864, pruned_loss=0.0558, over 12421.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02241, over 48.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.07223, over 2474745.39 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0767, over 21791.95 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2871, pruned_loss=0.0623, over 2468379.86 frames. utt_duration=1218 frames, utt_pad_proportion=0.07066, over 8114.98 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3094, pruned_loss=0.07381, over 2475630.90 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07789, over 23373.40 utterances.], batch size: 48, lr: 2.43e-04
2022-08-31 06:56:15,270 INFO [train.py:927] (5/8) Epoch 16, batch 25950, giga_loss[loss=0.1979, simple_loss=0.2948, pruned_loss=0.05048, over 12366.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03143, over 58.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3037, pruned_loss=0.07111, over 2474969.26 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07228, over 21300.88 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2867, pruned_loss=0.06204, over 2468415.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.06962, over 8089.94 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3068, pruned_loss=0.07276, over 2475747.11 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07388, over 22821.55 utterances.], batch size: 58, lr: 2.43e-04
2022-08-31 06:57:55,616 INFO [train.py:927] (5/8) Epoch 16, batch 26000, giga_loss[loss=0.2163, simple_loss=0.2978, pruned_loss=0.06735, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.0393, over 37.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3035, pruned_loss=0.07065, over 2475674.82 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06989, over 20544.18 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2869, pruned_loss=0.06211, over 2468703.89 frames. utt_duration=1220 frames, utt_pad_proportion=0.06933, over 8102.04 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.306, pruned_loss=0.07204, over 2476168.12 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07147, over 21965.45 utterances.], batch size: 37, lr: 2.43e-04
2022-08-31 06:59:35,686 INFO [train.py:927] (5/8) Epoch 16, batch 26050, giga_loss[loss=0.2217, simple_loss=0.3117, pruned_loss=0.06588, over 12442.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07069, over 2476361.44 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07265, over 20734.67 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2869, pruned_loss=0.06208, over 2468639.11 frames. utt_duration=1221 frames, utt_pad_proportion=0.06869, over 8096.44 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3063, pruned_loss=0.07205, over 2476984.97 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07403, over 22168.88 utterances.], batch size: 75, lr: 2.43e-04
2022-08-31 07:01:18,582 INFO [train.py:927] (5/8) Epoch 16, batch 26100, giga_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08163, over 12379.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06499, over 183.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3042, pruned_loss=0.07215, over 2474228.78 frames. utt_duration=469 frames, utt_pad_proportion=0.07709, over 21167.46 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.286, pruned_loss=0.06169, over 2467974.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06733, over 8035.27 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3074, pruned_loss=0.07383, over 2475504.40 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07841, over 22717.31 utterances.], batch size: 183, lr: 2.43e-04
2022-08-31 07:03:06,469 INFO [train.py:927] (5/8) Epoch 16, batch 26150, giga_loss[loss=0.2225, simple_loss=0.3041, pruned_loss=0.07043, over 12363.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03138, over 97.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3072, pruned_loss=0.07369, over 2474255.40 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08035, over 22126.12 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2863, pruned_loss=0.0619, over 2468066.25 frames. utt_duration=1220 frames, utt_pad_proportion=0.07064, over 8104.99 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3097, pruned_loss=0.075, over 2475264.78 frames. utt_duration=423.3 frames, utt_pad_proportion=0.0803, over 23473.43 utterances.], batch size: 97, lr: 2.43e-04
2022-08-31 07:04:52,883 INFO [train.py:927] (5/8) Epoch 16, batch 26200, giga_loss[loss=0.2151, simple_loss=0.3092, pruned_loss=0.06051, over 12384.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0526, over 161.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3092, pruned_loss=0.07555, over 2473847.77 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08234, over 22254.46 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2869, pruned_loss=0.06218, over 2467993.84 frames. utt_duration=1223 frames, utt_pad_proportion=0.06931, over 8082.61 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3112, pruned_loss=0.07664, over 2474866.91 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08272, over 23689.32 utterances.], batch size: 161, lr: 2.43e-04
2022-08-31 07:06:39,208 INFO [train.py:927] (5/8) Epoch 16, batch 26250, giga_loss[loss=0.2156, simple_loss=0.2994, pruned_loss=0.06591, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03532, over 40.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.0742, over 2474806.09 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08949, over 22958.15 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2871, pruned_loss=0.06233, over 2468385.94 frames. utt_duration=1205 frames, utt_pad_proportion=0.0751, over 8206.38 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.311, pruned_loss=0.07537, over 2475482.13 frames. utt_duration=405.9 frames, utt_pad_proportion=0.08808, over 24479.69 utterances.], batch size: 40, lr: 2.43e-04
2022-08-31 07:08:24,631 INFO [train.py:927] (5/8) Epoch 16, batch 26300, giga_loss[loss=0.2174, simple_loss=0.3045, pruned_loss=0.06519, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03857, over 113.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3082, pruned_loss=0.07433, over 2474994.13 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08631, over 22449.49 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2877, pruned_loss=0.06265, over 2468517.50 frames. utt_duration=1191 frames, utt_pad_proportion=0.07807, over 8301.13 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07527, over 2475581.79 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08453, over 23950.24 utterances.], batch size: 113, lr: 2.43e-04
2022-08-31 07:10:08,649 INFO [train.py:927] (5/8) Epoch 16, batch 26350, giga_loss[loss=0.2159, simple_loss=0.2934, pruned_loss=0.06923, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0241, over 48.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3081, pruned_loss=0.07454, over 2475996.80 frames. utt_duration=444.4 frames, utt_pad_proportion=0.08952, over 22360.82 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2889, pruned_loss=0.06339, over 2468994.17 frames. utt_duration=1139 frames, utt_pad_proportion=0.09599, over 8682.27 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.309, pruned_loss=0.07493, over 2476222.33 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08223, over 23584.85 utterances.], batch size: 48, lr: 2.43e-04
2022-08-31 07:11:22,336 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-31 07:13:48,432 INFO [train.py:927] (5/8) Epoch 17, batch 50, giga_loss[loss=0.2103, simple_loss=0.2972, pruned_loss=0.06168, over 12317.00 frames. utt_duration=1591 frames, utt_pad_proportion=0.05187, over 31.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3074, pruned_loss=0.06127, over 547383.18 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05906, over 3597.15 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2962, pruned_loss=0.05575, over 37155.59 frames. utt_duration=1360 frames, utt_pad_proportion=0.008602, over 109.42 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3083, pruned_loss=0.06167, over 518003.44 frames. utt_duration=589 frames, utt_pad_proportion=0.06045, over 3526.55 utterances.], batch size: 31, lr: 2.38e-04
2022-08-31 07:15:32,294 INFO [train.py:927] (5/8) Epoch 17, batch 100, giga_loss[loss=0.1667, simple_loss=0.2479, pruned_loss=0.04274, over 12142.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04082, over 33.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2861, pruned_loss=0.05439, over 973951.92 frames. utt_duration=534.8 frames, utt_pad_proportion=0.0695, over 7305.14 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2865, pruned_loss=0.05071, over 108958.68 frames. utt_duration=1400 frames, utt_pad_proportion=0.007716, over 311.64 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2864, pruned_loss=0.05492, over 904940.80 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07165, over 7204.25 utterances.], batch size: 33, lr: 2.38e-04
2022-08-31 07:17:12,008 INFO [train.py:927] (5/8) Epoch 17, batch 150, giga_loss[loss=0.1571, simple_loss=0.242, pruned_loss=0.03609, over 12452.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03577, over 86.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2725, pruned_loss=0.04882, over 1307308.21 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06773, over 9982.00 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.283, pruned_loss=0.04941, over 143850.01 frames. utt_duration=1428 frames, utt_pad_proportion=0.007447, over 403.48 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2721, pruned_loss=0.04899, over 1235472.23 frames. utt_duration=498.9 frames, utt_pad_proportion=0.0695, over 9936.14 utterances.], batch size: 86, lr: 2.38e-04
2022-08-31 07:18:52,041 INFO [train.py:927] (5/8) Epoch 17, batch 200, giga_loss[loss=0.1567, simple_loss=0.2365, pruned_loss=0.03847, over 12302.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.1781, simple_loss=0.2641, pruned_loss=0.04607, over 1565935.83 frames. utt_duration=503.3 frames, utt_pad_proportion=0.0685, over 12483.62 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2915, pruned_loss=0.05156, over 178451.84 frames. utt_duration=1162 frames, utt_pad_proportion=0.08659, over 614.93 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2624, pruned_loss=0.04581, over 1495582.62 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06732, over 12410.65 utterances.], batch size: 51, lr: 2.38e-04
2022-08-31 07:20:38,103 INFO [train.py:927] (5/8) Epoch 17, batch 250, giga_loss[loss=0.153, simple_loss=0.2324, pruned_loss=0.03679, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03699, over 40.00 utterances.], tot_loss[loss=0.1737, simple_loss=0.2594, pruned_loss=0.04404, over 1766609.00 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06869, over 13969.85 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2876, pruned_loss=0.04863, over 268388.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06338, over 880.59 utterances.], giga_tot_loss[loss=0.1723, simple_loss=0.257, pruned_loss=0.04386, over 1680929.65 frames. utt_duration=478 frames, utt_pad_proportion=0.06882, over 14109.82 utterances.], batch size: 40, lr: 2.38e-04
2022-08-31 07:22:20,537 INFO [train.py:927] (5/8) Epoch 17, batch 300, giga_loss[loss=0.1613, simple_loss=0.2445, pruned_loss=0.03902, over 12440.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03649, over 86.00 utterances.], tot_loss[loss=0.1701, simple_loss=0.2554, pruned_loss=0.04239, over 1923839.09 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06455, over 14594.49 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2855, pruned_loss=0.04862, over 311881.36 frames. utt_duration=1254 frames, utt_pad_proportion=0.0561, over 996.04 utterances.], giga_tot_loss[loss=0.1686, simple_loss=0.2531, pruned_loss=0.04207, over 1844901.94 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06518, over 14841.08 utterances.], batch size: 86, lr: 2.38e-04
2022-08-31 07:24:00,768 INFO [train.py:927] (5/8) Epoch 17, batch 350, giga_loss[loss=0.1336, simple_loss=0.211, pruned_loss=0.02807, over 12157.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.0349, over 30.00 utterances.], tot_loss[loss=0.1682, simple_loss=0.2528, pruned_loss=0.04177, over 2045695.99 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06698, over 15727.50 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2821, pruned_loss=0.04851, over 375704.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04801, over 1157.10 utterances.], giga_tot_loss[loss=0.1666, simple_loss=0.2505, pruned_loss=0.04133, over 1969532.77 frames. utt_duration=489.3 frames, utt_pad_proportion=0.068, over 16151.25 utterances.], batch size: 30, lr: 2.38e-04
2022-08-31 07:25:44,553 INFO [train.py:927] (5/8) Epoch 17, batch 400, giga_loss[loss=0.1579, simple_loss=0.2409, pruned_loss=0.03748, over 12332.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03373, over 85.00 utterances.], tot_loss[loss=0.1653, simple_loss=0.2494, pruned_loss=0.04062, over 2140539.31 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06633, over 16165.11 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2823, pruned_loss=0.04881, over 417257.03 frames. utt_duration=1309 frames, utt_pad_proportion=0.0435, over 1276.03 utterances.], giga_tot_loss[loss=0.1635, simple_loss=0.247, pruned_loss=0.04005, over 2073393.72 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06759, over 16652.55 utterances.], batch size: 85, lr: 2.38e-04
2022-08-31 07:27:29,602 INFO [train.py:927] (5/8) Epoch 17, batch 450, giga_loss[loss=0.171, simple_loss=0.2533, pruned_loss=0.04437, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.1632, simple_loss=0.2467, pruned_loss=0.03983, over 2213659.38 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07, over 17114.06 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2804, pruned_loss=0.0485, over 487695.79 frames. utt_duration=1330 frames, utt_pad_proportion=0.03862, over 1468.40 utterances.], giga_tot_loss[loss=0.1611, simple_loss=0.2439, pruned_loss=0.03913, over 2150709.29 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07144, over 17802.83 utterances.], batch size: 146, lr: 2.38e-04
2022-08-31 07:29:09,280 INFO [train.py:927] (5/8) Epoch 17, batch 500, giga_loss[loss=0.2284, simple_loss=0.3172, pruned_loss=0.06979, over 12420.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04253, over 146.00 utterances.], tot_loss[loss=0.1705, simple_loss=0.2545, pruned_loss=0.04329, over 2272188.25 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06938, over 17449.98 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2804, pruned_loss=0.04853, over 536628.73 frames. utt_duration=1321 frames, utt_pad_proportion=0.03732, over 1627.05 utterances.], giga_tot_loss[loss=0.1685, simple_loss=0.2517, pruned_loss=0.04265, over 2217041.80 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07096, over 18209.64 utterances.], batch size: 146, lr: 2.38e-04
2022-08-31 07:30:51,786 INFO [train.py:927] (5/8) Epoch 17, batch 550, giga_loss[loss=0.1948, simple_loss=0.2837, pruned_loss=0.05289, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02943, over 48.00 utterances.], tot_loss[loss=0.1801, simple_loss=0.2651, pruned_loss=0.04757, over 2315654.15 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06694, over 17266.75 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2801, pruned_loss=0.04855, over 603013.75 frames. utt_duration=1332 frames, utt_pad_proportion=0.03352, over 1812.37 utterances.], giga_tot_loss[loss=0.1783, simple_loss=0.2625, pruned_loss=0.04705, over 2265923.96 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06902, over 18203.02 utterances.], batch size: 48, lr: 2.38e-04
2022-08-31 07:32:32,315 INFO [train.py:927] (5/8) Epoch 17, batch 600, giga_loss[loss=0.2096, simple_loss=0.3035, pruned_loss=0.05787, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2713, pruned_loss=0.04939, over 2349095.50 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06236, over 16872.54 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2792, pruned_loss=0.04869, over 667130.99 frames. utt_duration=1341 frames, utt_pad_proportion=0.03164, over 1991.58 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2692, pruned_loss=0.04897, over 2304923.52 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06486, over 17945.31 utterances.], batch size: 212, lr: 2.38e-04
2022-08-31 07:34:14,028 INFO [train.py:927] (5/8) Epoch 17, batch 650, giga_loss[loss=0.2048, simple_loss=0.2999, pruned_loss=0.05487, over 12413.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03796, over 105.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2752, pruned_loss=0.05043, over 2376985.21 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05978, over 17128.03 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.279, pruned_loss=0.04888, over 720489.61 frames. utt_duration=1348 frames, utt_pad_proportion=0.02983, over 2140.81 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2735, pruned_loss=0.05011, over 2338753.60 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06241, over 18269.18 utterances.], batch size: 105, lr: 2.38e-04
2022-08-31 07:35:53,882 INFO [train.py:927] (5/8) Epoch 17, batch 700, giga_loss[loss=0.2378, simple_loss=0.3215, pruned_loss=0.07701, over 12407.00 frames. utt_duration=513.1 frames, utt_pad_proportion=0.02825, over 97.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2801, pruned_loss=0.05279, over 2398699.70 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05809, over 17919.37 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2792, pruned_loss=0.04897, over 772033.80 frames. utt_duration=1341 frames, utt_pad_proportion=0.02915, over 2306.34 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2788, pruned_loss=0.05261, over 2366116.68 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06059, over 19097.24 utterances.], batch size: 97, lr: 2.38e-04
2022-08-31 07:37:37,160 INFO [train.py:927] (5/8) Epoch 17, batch 750, giga_loss[loss=0.1968, simple_loss=0.2988, pruned_loss=0.04745, over 12425.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02383, over 48.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2858, pruned_loss=0.05558, over 2415641.15 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06225, over 18543.32 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2807, pruned_loss=0.04926, over 805983.47 frames. utt_duration=1341 frames, utt_pad_proportion=0.02801, over 2407.40 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2844, pruned_loss=0.05549, over 2388437.90 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06426, over 19673.74 utterances.], batch size: 48, lr: 2.38e-04
2022-08-31 07:39:19,900 INFO [train.py:927] (5/8) Epoch 17, batch 800, giga_loss[loss=0.2216, simple_loss=0.3091, pruned_loss=0.06709, over 12356.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02866, over 48.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2887, pruned_loss=0.05602, over 2428131.02 frames. utt_duration=536.8 frames, utt_pad_proportion=0.05818, over 18145.13 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2809, pruned_loss=0.04966, over 854883.23 frames. utt_duration=1348 frames, utt_pad_proportion=0.02629, over 2540.50 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2878, pruned_loss=0.056, over 2405357.63 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06054, over 19348.54 utterances.], batch size: 48, lr: 2.38e-04
2022-08-31 07:41:02,212 INFO [train.py:927] (5/8) Epoch 17, batch 850, giga_loss[loss=0.196, simple_loss=0.2908, pruned_loss=0.05059, over 12121.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04248, over 33.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2891, pruned_loss=0.05497, over 2437447.41 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05532, over 17392.67 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2801, pruned_loss=0.04909, over 878912.48 frames. utt_duration=1354 frames, utt_pad_proportion=0.02552, over 2600.08 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2887, pruned_loss=0.05521, over 2419046.10 frames. utt_duration=524.7 frames, utt_pad_proportion=0.05768, over 18493.91 utterances.], batch size: 33, lr: 2.38e-04
2022-08-31 07:42:44,619 INFO [train.py:927] (5/8) Epoch 17, batch 900, giga_loss[loss=0.1812, simple_loss=0.2796, pruned_loss=0.04143, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03697, over 28.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2891, pruned_loss=0.05447, over 2444887.89 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05556, over 16959.72 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2798, pruned_loss=0.049, over 894715.38 frames. utt_duration=1356 frames, utt_pad_proportion=0.02502, over 2641.97 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.289, pruned_loss=0.05474, over 2430238.10 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05764, over 17924.62 utterances.], batch size: 28, lr: 2.38e-04
2022-08-31 07:44:34,152 INFO [train.py:927] (5/8) Epoch 17, batch 950, giga_loss[loss=0.2553, simple_loss=0.3222, pruned_loss=0.09413, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06894, over 211.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2912, pruned_loss=0.0564, over 2451479.60 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05528, over 16459.05 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2801, pruned_loss=0.049, over 941525.40 frames. utt_duration=1304 frames, utt_pad_proportion=0.04057, over 2891.23 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.0568, over 2439013.66 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05503, over 17385.81 utterances.], batch size: 211, lr: 2.38e-04
2022-08-31 07:46:17,014 INFO [train.py:927] (5/8) Epoch 17, batch 1000, giga_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06368, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2918, pruned_loss=0.05767, over 2455977.25 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05566, over 16878.82 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2809, pruned_loss=0.04901, over 971684.92 frames. utt_duration=1307 frames, utt_pad_proportion=0.03912, over 2977.75 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2919, pruned_loss=0.05815, over 2445969.10 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05578, over 17790.23 utterances.], batch size: 161, lr: 2.38e-04
2022-08-31 07:47:58,913 INFO [train.py:927] (5/8) Epoch 17, batch 1050, giga_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.0524, over 12446.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.044, over 31.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2906, pruned_loss=0.05779, over 2459935.02 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05498, over 17289.72 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2802, pruned_loss=0.04898, over 1008690.54 frames. utt_duration=1318 frames, utt_pad_proportion=0.03756, over 3064.33 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2911, pruned_loss=0.05841, over 2451783.67 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05548, over 18265.63 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 07:49:43,559 INFO [train.py:927] (5/8) Epoch 17, batch 1100, giga_loss[loss=0.1858, simple_loss=0.2846, pruned_loss=0.04345, over 12405.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03468, over 75.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2899, pruned_loss=0.05759, over 2463291.65 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05753, over 17576.68 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.28, pruned_loss=0.04879, over 1051480.64 frames. utt_duration=1325 frames, utt_pad_proportion=0.03562, over 3179.06 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2906, pruned_loss=0.0584, over 2456998.45 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05831, over 18651.11 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 07:51:28,540 INFO [train.py:927] (5/8) Epoch 17, batch 1150, giga_loss[loss=0.1762, simple_loss=0.268, pruned_loss=0.0422, over 12392.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04862, over 161.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2864, pruned_loss=0.05624, over 2465750.90 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06058, over 18389.97 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2795, pruned_loss=0.04851, over 1099999.99 frames. utt_duration=1332 frames, utt_pad_proportion=0.03354, over 3307.99 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2875, pruned_loss=0.05725, over 2460825.09 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06162, over 19593.84 utterances.], batch size: 161, lr: 2.37e-04
2022-08-31 07:53:10,868 INFO [train.py:927] (5/8) Epoch 17, batch 1200, giga_loss[loss=0.1771, simple_loss=0.2762, pruned_loss=0.03903, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03307, over 75.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2826, pruned_loss=0.05508, over 2468141.98 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06693, over 19329.47 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2791, pruned_loss=0.04858, over 1147126.73 frames. utt_duration=1337 frames, utt_pad_proportion=0.03197, over 3435.27 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2838, pruned_loss=0.0561, over 2464180.42 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06791, over 20678.04 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 07:54:53,615 INFO [train.py:927] (5/8) Epoch 17, batch 1250, giga_loss[loss=0.1797, simple_loss=0.2728, pruned_loss=0.04333, over 12331.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2813, pruned_loss=0.05414, over 2468811.07 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06968, over 18844.74 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2789, pruned_loss=0.04854, over 1192306.39 frames. utt_duration=1316 frames, utt_pad_proportion=0.04153, over 3629.42 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2824, pruned_loss=0.05516, over 2465955.03 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06923, over 20244.97 utterances.], batch size: 85, lr: 2.37e-04
2022-08-31 07:56:34,932 INFO [train.py:927] (5/8) Epoch 17, batch 1300, giga_loss[loss=0.1569, simple_loss=0.2408, pruned_loss=0.03649, over 12368.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05342, over 34.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2794, pruned_loss=0.05352, over 2469591.79 frames. utt_duration=552.6 frames, utt_pad_proportion=0.0672, over 17925.81 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2788, pruned_loss=0.04852, over 1223885.48 frames. utt_duration=1323 frames, utt_pad_proportion=0.04006, over 3703.92 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2804, pruned_loss=0.05446, over 2467340.62 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06744, over 19314.68 utterances.], batch size: 34, lr: 2.37e-04
2022-08-31 07:58:16,943 INFO [train.py:927] (5/8) Epoch 17, batch 1350, giga_loss[loss=0.1723, simple_loss=0.2519, pruned_loss=0.04633, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03145, over 58.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2769, pruned_loss=0.05293, over 2469831.45 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06533, over 17547.83 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2791, pruned_loss=0.04894, over 1230013.06 frames. utt_duration=1324 frames, utt_pad_proportion=0.03975, over 3719.40 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2776, pruned_loss=0.05352, over 2468150.61 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06573, over 18678.50 utterances.], batch size: 58, lr: 2.37e-04
2022-08-31 08:00:01,222 INFO [train.py:927] (5/8) Epoch 17, batch 1400, giga_loss[loss=0.191, simple_loss=0.279, pruned_loss=0.05148, over 12393.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07771, over 213.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2744, pruned_loss=0.05236, over 2470217.44 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06482, over 17264.78 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2788, pruned_loss=0.04891, over 1260563.20 frames. utt_duration=1331 frames, utt_pad_proportion=0.03838, over 3793.69 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2749, pruned_loss=0.05292, over 2469016.81 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06559, over 18395.10 utterances.], batch size: 213, lr: 2.37e-04
2022-08-31 08:01:44,731 INFO [train.py:927] (5/8) Epoch 17, batch 1450, giga_loss[loss=0.2088, simple_loss=0.294, pruned_loss=0.0618, over 12405.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02503, over 91.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2718, pruned_loss=0.05153, over 2471693.77 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06462, over 17076.78 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2786, pruned_loss=0.04887, over 1296800.81 frames. utt_duration=1300 frames, utt_pad_proportion=0.0479, over 3996.15 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2722, pruned_loss=0.05204, over 2470397.36 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06363, over 18153.40 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 08:03:28,548 INFO [train.py:927] (5/8) Epoch 17, batch 1500, giga_loss[loss=0.2216, simple_loss=0.2942, pruned_loss=0.07449, over 12345.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.182, over 359.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2697, pruned_loss=0.05078, over 2471193.79 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06816, over 17161.91 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.278, pruned_loss=0.04852, over 1325458.34 frames. utt_duration=1304 frames, utt_pad_proportion=0.04712, over 4071.22 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2701, pruned_loss=0.05141, over 2470528.02 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06743, over 18236.19 utterances.], batch size: 359, lr: 2.37e-04
2022-08-31 08:05:11,856 INFO [train.py:927] (5/8) Epoch 17, batch 1550, giga_loss[loss=0.1814, simple_loss=0.2636, pruned_loss=0.04957, over 12314.00 frames. utt_duration=747.5 frames, utt_pad_proportion=0.03297, over 66.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2695, pruned_loss=0.05078, over 2471272.84 frames. utt_duration=580 frames, utt_pad_proportion=0.06738, over 17087.87 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2778, pruned_loss=0.0484, over 1348374.59 frames. utt_duration=1310 frames, utt_pad_proportion=0.04584, over 4123.37 utterances.], giga_tot_loss[loss=0.1862, simple_loss=0.2697, pruned_loss=0.05138, over 2470574.01 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06725, over 18138.84 utterances.], batch size: 66, lr: 2.37e-04
2022-08-31 08:06:55,045 INFO [train.py:927] (5/8) Epoch 17, batch 1600, giga_loss[loss=0.2324, simple_loss=0.3181, pruned_loss=0.07332, over 12427.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0375, over 133.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.274, pruned_loss=0.05291, over 2471887.39 frames. utt_duration=591.5 frames, utt_pad_proportion=0.0615, over 16759.65 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.2783, pruned_loss=0.0483, over 1375841.00 frames. utt_duration=1314 frames, utt_pad_proportion=0.04429, over 4194.55 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2737, pruned_loss=0.0535, over 2471617.46 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0622, over 17809.43 utterances.], batch size: 133, lr: 2.37e-04
2022-08-31 08:08:40,550 INFO [train.py:927] (5/8) Epoch 17, batch 1650, giga_loss[loss=0.2216, simple_loss=0.2999, pruned_loss=0.0716, over 12302.00 frames. utt_duration=1173 frames, utt_pad_proportion=0.02664, over 42.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2805, pruned_loss=0.05578, over 2471639.35 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06198, over 17637.27 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2784, pruned_loss=0.04817, over 1392054.25 frames. utt_duration=1321 frames, utt_pad_proportion=0.04352, over 4221.47 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2802, pruned_loss=0.05638, over 2471557.01 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06269, over 18603.73 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 08:10:26,598 INFO [train.py:927] (5/8) Epoch 17, batch 1700, libri_loss[loss=0.2397, simple_loss=0.3187, pruned_loss=0.08029, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006304, over 37.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2858, pruned_loss=0.05756, over 2472009.00 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06513, over 18285.32 utterances.], libri_tot_loss[loss=0.1871, simple_loss=0.278, pruned_loss=0.04815, over 1428988.58 frames. utt_duration=1331 frames, utt_pad_proportion=0.04184, over 4299.70 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2859, pruned_loss=0.0583, over 2472230.91 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06608, over 19435.86 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 08:12:09,512 INFO [train.py:927] (5/8) Epoch 17, batch 1750, giga_loss[loss=0.1801, simple_loss=0.2765, pruned_loss=0.04182, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03934, over 113.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2897, pruned_loss=0.05867, over 2471821.22 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06732, over 18675.57 utterances.], libri_tot_loss[loss=0.1871, simple_loss=0.2781, pruned_loss=0.0481, over 1439370.17 frames. utt_duration=1329 frames, utt_pad_proportion=0.04143, over 4338.58 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2898, pruned_loss=0.05938, over 2472007.03 frames. utt_duration=504 frames, utt_pad_proportion=0.06814, over 19676.11 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 08:13:54,973 INFO [train.py:927] (5/8) Epoch 17, batch 1800, giga_loss[loss=0.2, simple_loss=0.2825, pruned_loss=0.05875, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03118, over 45.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2879, pruned_loss=0.05678, over 2472498.43 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06249, over 18328.84 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.278, pruned_loss=0.04802, over 1449711.12 frames. utt_duration=1330 frames, utt_pad_proportion=0.04087, over 4366.11 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2882, pruned_loss=0.05746, over 2472612.75 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06355, over 19221.15 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:15:41,284 INFO [train.py:927] (5/8) Epoch 17, batch 1850, giga_loss[loss=0.1897, simple_loss=0.2864, pruned_loss=0.04652, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03224, over 75.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.289, pruned_loss=0.05711, over 2473558.42 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06218, over 18658.32 utterances.], libri_tot_loss[loss=0.1871, simple_loss=0.2778, pruned_loss=0.04822, over 1480236.81 frames. utt_duration=1334 frames, utt_pad_proportion=0.03968, over 4443.18 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2896, pruned_loss=0.05778, over 2473460.68 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06343, over 19670.26 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 08:17:26,294 INFO [train.py:927] (5/8) Epoch 17, batch 1900, libri_loss[loss=0.2174, simple_loss=0.3104, pruned_loss=0.06226, over 12475.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03254, over 46.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.291, pruned_loss=0.05829, over 2473494.51 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06002, over 18282.46 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2782, pruned_loss=0.04832, over 1500115.87 frames. utt_duration=1331 frames, utt_pad_proportion=0.03946, over 4512.97 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2914, pruned_loss=0.05893, over 2473256.01 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06134, over 19272.14 utterances.], batch size: 46, lr: 2.37e-04
2022-08-31 08:19:13,665 INFO [train.py:927] (5/8) Epoch 17, batch 1950, giga_loss[loss=0.2156, simple_loss=0.3007, pruned_loss=0.06522, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03813, over 30.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2929, pruned_loss=0.05963, over 2473660.07 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06481, over 18132.73 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2787, pruned_loss=0.04851, over 1519102.33 frames. utt_duration=1327 frames, utt_pad_proportion=0.04, over 4585.91 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2932, pruned_loss=0.06021, over 2473786.30 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06569, over 19093.83 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 08:20:58,221 INFO [train.py:927] (5/8) Epoch 17, batch 2000, giga_loss[loss=0.2172, simple_loss=0.2926, pruned_loss=0.07093, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03692, over 37.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2929, pruned_loss=0.05982, over 2473590.29 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06512, over 17673.08 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2785, pruned_loss=0.04844, over 1533190.92 frames. utt_duration=1327 frames, utt_pad_proportion=0.03936, over 4625.95 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2934, pruned_loss=0.06046, over 2473812.19 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06608, over 18566.79 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 08:22:41,829 INFO [train.py:927] (5/8) Epoch 17, batch 2050, libri_loss[loss=0.2245, simple_loss=0.3023, pruned_loss=0.07332, over 12402.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007613, over 38.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2947, pruned_loss=0.06066, over 2473569.81 frames. utt_duration=589 frames, utt_pad_proportion=0.06312, over 16841.05 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2787, pruned_loss=0.04869, over 1552030.94 frames. utt_duration=1328 frames, utt_pad_proportion=0.03835, over 4680.05 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2953, pruned_loss=0.06123, over 2473573.52 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06446, over 17738.46 utterances.], batch size: 38, lr: 2.37e-04
2022-08-31 08:24:26,095 INFO [train.py:927] (5/8) Epoch 17, batch 2100, giga_loss[loss=0.2238, simple_loss=0.2979, pruned_loss=0.07479, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03021, over 45.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2941, pruned_loss=0.06079, over 2472953.56 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05914, over 16110.22 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2788, pruned_loss=0.04874, over 1570174.77 frames. utt_duration=1318 frames, utt_pad_proportion=0.03928, over 4769.96 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2948, pruned_loss=0.06143, over 2473083.18 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06043, over 16947.66 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:26:12,685 INFO [train.py:927] (5/8) Epoch 17, batch 2150, giga_loss[loss=0.207, simple_loss=0.2908, pruned_loss=0.06158, over 12087.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04035, over 30.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2934, pruned_loss=0.06051, over 2472723.62 frames. utt_duration=633.8 frames, utt_pad_proportion=0.05547, over 15641.73 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.279, pruned_loss=0.04876, over 1583294.08 frames. utt_duration=1321 frames, utt_pad_proportion=0.03865, over 4800.32 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.294, pruned_loss=0.06115, over 2473129.29 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05695, over 16424.98 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 08:27:54,513 INFO [train.py:927] (5/8) Epoch 17, batch 2200, giga_loss[loss=0.2077, simple_loss=0.2829, pruned_loss=0.06622, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04338, over 34.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2947, pruned_loss=0.06185, over 2472708.64 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05677, over 15733.21 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2789, pruned_loss=0.04876, over 1613630.93 frames. utt_duration=1324 frames, utt_pad_proportion=0.03741, over 4882.02 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06276, over 2473356.89 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05846, over 16634.92 utterances.], batch size: 34, lr: 2.37e-04
2022-08-31 08:29:46,132 INFO [train.py:927] (5/8) Epoch 17, batch 2250, giga_loss[loss=0.2257, simple_loss=0.3154, pruned_loss=0.06793, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04476, over 26.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2949, pruned_loss=0.06161, over 2472260.96 frames. utt_duration=649.7 frames, utt_pad_proportion=0.05556, over 15256.57 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.279, pruned_loss=0.04889, over 1634753.70 frames. utt_duration=1308 frames, utt_pad_proportion=0.04294, over 5004.37 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.296, pruned_loss=0.06254, over 2472900.43 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05572, over 16102.92 utterances.], batch size: 26, lr: 2.37e-04
2022-08-31 08:31:29,675 INFO [train.py:927] (5/8) Epoch 17, batch 2300, giga_loss[loss=0.1841, simple_loss=0.2806, pruned_loss=0.04382, over 12347.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.0303, over 70.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2942, pruned_loss=0.06175, over 2472219.80 frames. utt_duration=627.2 frames, utt_pad_proportion=0.06204, over 15804.74 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2792, pruned_loss=0.04888, over 1651354.57 frames. utt_duration=1303 frames, utt_pad_proportion=0.04323, over 5074.70 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2952, pruned_loss=0.06271, over 2472748.26 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06195, over 16595.69 utterances.], batch size: 70, lr: 2.37e-04
2022-08-31 08:33:14,036 INFO [train.py:927] (5/8) Epoch 17, batch 2350, giga_loss[loss=0.248, simple_loss=0.3196, pruned_loss=0.08818, over 12377.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.292, pruned_loss=0.0608, over 2472242.82 frames. utt_duration=629 frames, utt_pad_proportion=0.06299, over 15758.80 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2791, pruned_loss=0.04893, over 1679530.69 frames. utt_duration=1300 frames, utt_pad_proportion=0.04359, over 5174.62 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06193, over 2472754.34 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06304, over 16643.69 utterances.], batch size: 258, lr: 2.37e-04
2022-08-31 08:34:57,403 INFO [train.py:927] (5/8) Epoch 17, batch 2400, giga_loss[loss=0.1726, simple_loss=0.2585, pruned_loss=0.04333, over 12369.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02687, over 66.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.29, pruned_loss=0.06025, over 2472915.58 frames. utt_duration=638 frames, utt_pad_proportion=0.0591, over 15541.10 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2786, pruned_loss=0.04884, over 1699054.34 frames. utt_duration=1308 frames, utt_pad_proportion=0.04248, over 5202.99 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2916, pruned_loss=0.06147, over 2473408.59 frames. utt_duration=602.8 frames, utt_pad_proportion=0.0598, over 16453.18 utterances.], batch size: 66, lr: 2.37e-04
2022-08-31 08:36:42,034 INFO [train.py:927] (5/8) Epoch 17, batch 2450, giga_loss[loss=0.174, simple_loss=0.2606, pruned_loss=0.04366, over 12189.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03375, over 42.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2872, pruned_loss=0.05912, over 2472075.04 frames. utt_duration=628.9 frames, utt_pad_proportion=0.06001, over 15759.71 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2781, pruned_loss=0.04874, over 1721911.76 frames. utt_duration=1316 frames, utt_pad_proportion=0.04121, over 5240.38 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2891, pruned_loss=0.06048, over 2472522.88 frames. utt_duration=591.8 frames, utt_pad_proportion=0.06104, over 16754.42 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 08:38:25,799 INFO [train.py:927] (5/8) Epoch 17, batch 2500, giga_loss[loss=0.1856, simple_loss=0.2599, pruned_loss=0.05567, over 12201.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0326, over 42.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2844, pruned_loss=0.05807, over 2471421.43 frames. utt_duration=607.7 frames, utt_pad_proportion=0.06468, over 16306.38 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2785, pruned_loss=0.04889, over 1733306.83 frames. utt_duration=1296 frames, utt_pad_proportion=0.04715, over 5356.20 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2858, pruned_loss=0.05917, over 2471595.17 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06369, over 17127.70 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 08:40:08,623 INFO [train.py:927] (5/8) Epoch 17, batch 2550, giga_loss[loss=0.2112, simple_loss=0.3062, pruned_loss=0.05814, over 12437.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03775, over 105.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2827, pruned_loss=0.05677, over 2471655.82 frames. utt_duration=618.5 frames, utt_pad_proportion=0.05963, over 16024.74 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2784, pruned_loss=0.04897, over 1740586.84 frames. utt_duration=1298 frames, utt_pad_proportion=0.04667, over 5371.57 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2838, pruned_loss=0.05767, over 2471866.59 frames. utt_duration=591.9 frames, utt_pad_proportion=0.05922, over 16746.72 utterances.], batch size: 105, lr: 2.37e-04
2022-08-31 08:41:53,025 INFO [train.py:927] (5/8) Epoch 17, batch 2600, giga_loss[loss=0.2453, simple_loss=0.3232, pruned_loss=0.08369, over 12379.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2839, pruned_loss=0.05659, over 2471946.43 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06708, over 17263.91 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2785, pruned_loss=0.04894, over 1747963.73 frames. utt_duration=1293 frames, utt_pad_proportion=0.04748, over 5414.67 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2848, pruned_loss=0.05738, over 2472035.27 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06643, over 17898.66 utterances.], batch size: 363, lr: 2.37e-04
2022-08-31 08:43:35,017 INFO [train.py:927] (5/8) Epoch 17, batch 2650, giga_loss[loss=0.2029, simple_loss=0.2901, pruned_loss=0.05781, over 12462.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03488, over 86.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2837, pruned_loss=0.05554, over 2471642.76 frames. utt_duration=591.8 frames, utt_pad_proportion=0.064, over 16747.26 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2784, pruned_loss=0.04868, over 1785913.03 frames. utt_duration=1305 frames, utt_pad_proportion=0.04534, over 5481.95 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2849, pruned_loss=0.05675, over 2472553.46 frames. utt_duration=557 frames, utt_pad_proportion=0.06459, over 17805.06 utterances.], batch size: 86, lr: 2.37e-04
2022-08-31 08:45:17,623 INFO [train.py:927] (5/8) Epoch 17, batch 2700, giga_loss[loss=0.2062, simple_loss=0.2775, pruned_loss=0.06743, over 12411.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03882, over 40.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2832, pruned_loss=0.05458, over 2472612.56 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05959, over 16787.18 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2787, pruned_loss=0.04869, over 1796124.62 frames. utt_duration=1304 frames, utt_pad_proportion=0.04468, over 5517.55 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.284, pruned_loss=0.05561, over 2473344.90 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06057, over 17743.90 utterances.], batch size: 40, lr: 2.37e-04
2022-08-31 08:47:00,225 INFO [train.py:927] (5/8) Epoch 17, batch 2750, libri_loss[loss=0.1974, simple_loss=0.2955, pruned_loss=0.04966, over 12393.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02176, over 43.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2833, pruned_loss=0.05441, over 2472581.94 frames. utt_duration=583 frames, utt_pad_proportion=0.06007, over 17009.02 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2789, pruned_loss=0.04872, over 1806359.11 frames. utt_duration=1300 frames, utt_pad_proportion=0.04452, over 5563.51 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2838, pruned_loss=0.05529, over 2473033.47 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06097, over 17879.47 utterances.], batch size: 43, lr: 2.37e-04
2022-08-31 08:48:41,769 INFO [train.py:927] (5/8) Epoch 17, batch 2800, giga_loss[loss=0.2276, simple_loss=0.3035, pruned_loss=0.07589, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03069, over 45.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2847, pruned_loss=0.05483, over 2472764.68 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05658, over 16640.97 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2785, pruned_loss=0.04856, over 1819703.85 frames. utt_duration=1305 frames, utt_pad_proportion=0.04364, over 5582.08 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2855, pruned_loss=0.05573, over 2473024.16 frames. utt_duration=566.2 frames, utt_pad_proportion=0.0578, over 17518.35 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:50:24,356 INFO [train.py:927] (5/8) Epoch 17, batch 2850, giga_loss[loss=0.188, simple_loss=0.2697, pruned_loss=0.05311, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0307, over 42.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2867, pruned_loss=0.0556, over 2473142.14 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05656, over 16873.06 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2789, pruned_loss=0.04862, over 1835770.13 frames. utt_duration=1302 frames, utt_pad_proportion=0.04368, over 5645.59 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2872, pruned_loss=0.05642, over 2473435.36 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05767, over 17765.05 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 08:52:08,333 INFO [train.py:927] (5/8) Epoch 17, batch 2900, giga_loss[loss=0.1953, simple_loss=0.2919, pruned_loss=0.04938, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04286, over 146.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.287, pruned_loss=0.05544, over 2473047.51 frames. utt_duration=578.6 frames, utt_pad_proportion=0.0609, over 17141.08 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2787, pruned_loss=0.04863, over 1854549.71 frames. utt_duration=1310 frames, utt_pad_proportion=0.04245, over 5668.91 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2877, pruned_loss=0.0563, over 2473379.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06216, over 18161.75 utterances.], batch size: 146, lr: 2.37e-04
2022-08-31 08:53:50,256 INFO [train.py:927] (5/8) Epoch 17, batch 2950, giga_loss[loss=0.176, simple_loss=0.2634, pruned_loss=0.04429, over 12364.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.0258, over 66.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2869, pruned_loss=0.05564, over 2472934.07 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06004, over 17214.18 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2791, pruned_loss=0.04869, over 1869565.35 frames. utt_duration=1313 frames, utt_pad_proportion=0.04137, over 5700.85 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2875, pruned_loss=0.05645, over 2473470.47 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06155, over 18264.51 utterances.], batch size: 66, lr: 2.37e-04
2022-08-31 08:55:30,474 INFO [train.py:927] (5/8) Epoch 17, batch 3000, giga_loss[loss=0.1833, simple_loss=0.2592, pruned_loss=0.05369, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02991, over 45.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2855, pruned_loss=0.05505, over 2473323.26 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05628, over 17237.44 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2795, pruned_loss=0.04895, over 1890432.38 frames. utt_duration=1307 frames, utt_pad_proportion=0.04098, over 5791.83 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2858, pruned_loss=0.05574, over 2473713.78 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05805, over 18365.40 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:55:30,475 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 08:55:44,025 INFO [train.py:967] (5/8) 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 08:57:21,818 INFO [train.py:927] (5/8) Epoch 17, batch 3050, giga_loss[loss=0.1773, simple_loss=0.27, pruned_loss=0.04229, over 12395.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02907, over 58.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2866, pruned_loss=0.05457, over 2474396.68 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05857, over 18074.70 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2795, pruned_loss=0.04895, over 1902138.59 frames. utt_duration=1311 frames, utt_pad_proportion=0.0402, over 5809.82 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.287, pruned_loss=0.05524, over 2474593.94 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06012, over 19166.51 utterances.], batch size: 58, lr: 2.37e-04
2022-08-31 08:59:00,936 INFO [train.py:927] (5/8) Epoch 17, batch 3100, libri_loss[loss=0.2119, simple_loss=0.3161, pruned_loss=0.05387, over 12407.00 frames. utt_duration=955.8 frames, utt_pad_proportion=0.07019, over 52.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.286, pruned_loss=0.05463, over 2473905.42 frames. utt_duration=554 frames, utt_pad_proportion=0.06037, over 17911.67 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2799, pruned_loss=0.049, over 1916426.53 frames. utt_duration=1314 frames, utt_pad_proportion=0.03977, over 5842.50 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2862, pruned_loss=0.05526, over 2473942.86 frames. utt_duration=521 frames, utt_pad_proportion=0.06184, over 19048.72 utterances.], batch size: 52, lr: 2.37e-04
2022-08-31 09:00:48,713 INFO [train.py:927] (5/8) Epoch 17, batch 3150, libri_loss[loss=0.1592, simple_loss=0.2412, pruned_loss=0.03857, over 12419.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00697, over 30.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.284, pruned_loss=0.05448, over 2474552.72 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05783, over 17322.34 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2803, pruned_loss=0.04917, over 1930160.73 frames. utt_duration=1305 frames, utt_pad_proportion=0.04072, over 5923.30 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.284, pruned_loss=0.055, over 2474666.36 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05913, over 18423.94 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 09:02:29,131 INFO [train.py:927] (5/8) Epoch 17, batch 3200, giga_loss[loss=0.1784, simple_loss=0.2725, pruned_loss=0.04212, over 12414.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.04003, over 123.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2822, pruned_loss=0.0543, over 2473823.04 frames. utt_duration=577.7 frames, utt_pad_proportion=0.0562, over 17172.70 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.28, pruned_loss=0.04919, over 1935507.05 frames. utt_duration=1308 frames, utt_pad_proportion=0.04036, over 5926.06 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2824, pruned_loss=0.05474, over 2473999.12 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05747, over 18135.89 utterances.], batch size: 123, lr: 2.37e-04
2022-08-31 09:04:07,658 INFO [train.py:927] (5/8) Epoch 17, batch 3250, giga_loss[loss=0.1443, simple_loss=0.2245, pruned_loss=0.03207, over 12205.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04058, over 28.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2798, pruned_loss=0.05365, over 2474123.83 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06062, over 17542.45 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2806, pruned_loss=0.04945, over 1951379.74 frames. utt_duration=1294 frames, utt_pad_proportion=0.04457, over 6040.96 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2795, pruned_loss=0.05394, over 2474338.07 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06047, over 18533.80 utterances.], batch size: 28, lr: 2.37e-04
2022-08-31 09:05:50,692 INFO [train.py:927] (5/8) Epoch 17, batch 3300, giga_loss[loss=0.1836, simple_loss=0.2766, pruned_loss=0.04531, over 12456.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03231, over 105.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2766, pruned_loss=0.0528, over 2473884.66 frames. utt_duration=571.1 frames, utt_pad_proportion=0.0579, over 17373.14 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2806, pruned_loss=0.04948, over 1959276.50 frames. utt_duration=1296 frames, utt_pad_proportion=0.04399, over 6055.23 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2763, pruned_loss=0.05306, over 2473982.24 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05815, over 18289.58 utterances.], batch size: 105, lr: 2.37e-04
2022-08-31 09:07:30,027 INFO [train.py:927] (5/8) Epoch 17, batch 3350, giga_loss[loss=0.191, simple_loss=0.2809, pruned_loss=0.05051, over 12420.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.04001, over 43.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.278, pruned_loss=0.0532, over 2473913.38 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05615, over 17116.17 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2806, pruned_loss=0.04959, over 1966669.80 frames. utt_duration=1283 frames, utt_pad_proportion=0.0496, over 6136.54 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2779, pruned_loss=0.05338, over 2474251.27 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05491, over 17922.05 utterances.], batch size: 43, lr: 2.37e-04
2022-08-31 09:09:10,050 INFO [train.py:927] (5/8) Epoch 17, batch 3400, giga_loss[loss=0.1914, simple_loss=0.2797, pruned_loss=0.05162, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03023, over 45.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2804, pruned_loss=0.05349, over 2474182.81 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05336, over 16573.53 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2812, pruned_loss=0.04969, over 1981661.13 frames. utt_duration=1268 frames, utt_pad_proportion=0.05357, over 6257.23 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2798, pruned_loss=0.05366, over 2474487.90 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05132, over 17398.87 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 09:10:51,271 INFO [train.py:927] (5/8) Epoch 17, batch 3450, giga_loss[loss=0.1904, simple_loss=0.2864, pruned_loss=0.0472, over 12368.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02706, over 66.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2829, pruned_loss=0.05457, over 2474005.46 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05404, over 16847.78 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2811, pruned_loss=0.04974, over 1992978.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.05233, over 6266.70 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2826, pruned_loss=0.05478, over 2475060.85 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05282, over 17736.10 utterances.], batch size: 66, lr: 2.37e-04
2022-08-31 09:12:36,571 INFO [train.py:927] (5/8) Epoch 17, batch 3500, libri_loss[loss=0.1811, simple_loss=0.2701, pruned_loss=0.04601, over 12284.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006262, over 32.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2878, pruned_loss=0.05823, over 2472947.72 frames. utt_duration=577.1 frames, utt_pad_proportion=0.0613, over 17185.90 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.281, pruned_loss=0.04978, over 2011702.61 frames. utt_duration=1278 frames, utt_pad_proportion=0.0515, over 6305.28 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2877, pruned_loss=0.05863, over 2473984.92 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06034, over 18266.55 utterances.], batch size: 32, lr: 2.37e-04
2022-08-31 09:14:19,007 INFO [train.py:927] (5/8) Epoch 17, batch 3550, giga_loss[loss=0.237, simple_loss=0.3181, pruned_loss=0.07795, over 12284.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02643, over 54.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2943, pruned_loss=0.06236, over 2473304.19 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06315, over 18323.86 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2804, pruned_loss=0.04958, over 2020755.85 frames. utt_duration=1285 frames, utt_pad_proportion=0.05069, over 6298.21 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2949, pruned_loss=0.06301, over 2474236.67 frames. utt_duration=511.8 frames, utt_pad_proportion=0.0626, over 19393.24 utterances.], batch size: 54, lr: 2.37e-04
2022-08-31 09:16:03,190 INFO [train.py:927] (5/8) Epoch 17, batch 3600, giga_loss[loss=0.1765, simple_loss=0.2585, pruned_loss=0.04726, over 12356.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04564, over 26.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3003, pruned_loss=0.06732, over 2474066.89 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07008, over 19328.50 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2809, pruned_loss=0.04974, over 2031816.31 frames. utt_duration=1288 frames, utt_pad_proportion=0.0495, over 6315.63 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3008, pruned_loss=0.06806, over 2474952.21 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06974, over 20447.35 utterances.], batch size: 26, lr: 2.37e-04
2022-08-31 09:17:46,253 INFO [train.py:927] (5/8) Epoch 17, batch 3650, giga_loss[loss=0.2482, simple_loss=0.3269, pruned_loss=0.08469, over 12409.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03932, over 37.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.07039, over 2474071.38 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06982, over 19882.18 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.281, pruned_loss=0.04985, over 2046676.76 frames. utt_duration=1294 frames, utt_pad_proportion=0.04809, over 6335.37 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.0715, over 2475123.63 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07016, over 21174.12 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 09:19:34,105 INFO [train.py:927] (5/8) Epoch 17, batch 3700, giga_loss[loss=0.3537, simple_loss=0.3882, pruned_loss=0.1596, over 12348.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2148, over 374.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07586, over 2474426.98 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07979, over 21635.64 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2815, pruned_loss=0.05023, over 2053191.14 frames. utt_duration=1278 frames, utt_pad_proportion=0.05363, over 6431.39 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3114, pruned_loss=0.07677, over 2475135.99 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07847, over 22763.36 utterances.], batch size: 374, lr: 2.37e-04
2022-08-31 09:21:22,015 INFO [train.py:927] (5/8) Epoch 17, batch 3750, giga_loss[loss=0.2026, simple_loss=0.2921, pruned_loss=0.05655, over 12312.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02927, over 74.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3143, pruned_loss=0.07905, over 2474358.75 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08241, over 22354.38 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2811, pruned_loss=0.05024, over 2069393.97 frames. utt_duration=1290 frames, utt_pad_proportion=0.05201, over 6424.17 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3164, pruned_loss=0.08079, over 2475287.67 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08189, over 23835.35 utterances.], batch size: 74, lr: 2.37e-04
2022-08-31 09:23:03,449 INFO [train.py:927] (5/8) Epoch 17, batch 3800, giga_loss[loss=0.2511, simple_loss=0.3359, pruned_loss=0.08318, over 12386.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03095, over 62.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3146, pruned_loss=0.07948, over 2474624.31 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08233, over 21955.95 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05041, over 2087145.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05712, over 6585.22 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3174, pruned_loss=0.08199, over 2475477.64 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08115, over 23667.17 utterances.], batch size: 62, lr: 2.37e-04
2022-08-31 09:24:48,684 INFO [train.py:927] (5/8) Epoch 17, batch 3850, giga_loss[loss=0.3463, simple_loss=0.3937, pruned_loss=0.1495, over 12386.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3154, pruned_loss=0.07916, over 2474968.07 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07616, over 21369.27 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05041, over 2087145.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05712, over 6585.22 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3176, pruned_loss=0.08111, over 2475632.23 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07557, over 22701.14 utterances.], batch size: 257, lr: 2.37e-04
2022-08-31 09:26:32,548 INFO [train.py:927] (5/8) Epoch 17, batch 3900, giga_loss[loss=0.2501, simple_loss=0.3107, pruned_loss=0.09473, over 12339.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1938, over 364.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3171, pruned_loss=0.07992, over 2474868.86 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07776, over 21643.42 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2818, pruned_loss=0.05041, over 2094807.39 frames. utt_duration=1271 frames, utt_pad_proportion=0.05623, over 6602.33 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3192, pruned_loss=0.082, over 2475433.54 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07754, over 22951.39 utterances.], batch size: 364, lr: 2.37e-04
2022-08-31 09:28:17,316 INFO [train.py:927] (5/8) Epoch 17, batch 3950, giga_loss[loss=0.258, simple_loss=0.3265, pruned_loss=0.09477, over 12340.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1919, over 363.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3149, pruned_loss=0.07663, over 2474973.03 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07418, over 20527.24 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.05037, over 2103926.94 frames. utt_duration=1275 frames, utt_pad_proportion=0.0553, over 6610.31 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3175, pruned_loss=0.07894, over 2475685.68 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07457, over 21885.78 utterances.], batch size: 363, lr: 2.37e-04
2022-08-31 09:30:00,800 INFO [train.py:927] (5/8) Epoch 17, batch 4000, libri_loss[loss=0.1986, simple_loss=0.2807, pruned_loss=0.05823, over 12384.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005654, over 34.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3126, pruned_loss=0.07448, over 2475014.99 frames. utt_duration=489 frames, utt_pad_proportion=0.07052, over 20306.51 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2819, pruned_loss=0.05054, over 2116639.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.0539, over 6645.42 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3155, pruned_loss=0.07701, over 2475646.13 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07162, over 21813.01 utterances.], batch size: 34, lr: 2.37e-04
2022-08-31 09:31:46,645 INFO [train.py:927] (5/8) Epoch 17, batch 4050, giga_loss[loss=0.2223, simple_loss=0.3071, pruned_loss=0.06872, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3119, pruned_loss=0.07427, over 2474757.58 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07174, over 20710.56 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2821, pruned_loss=0.0506, over 2120129.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.05417, over 6681.88 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3142, pruned_loss=0.07641, over 2475322.46 frames. utt_duration=452 frames, utt_pad_proportion=0.07255, over 21977.68 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 09:33:39,473 INFO [train.py:927] (5/8) Epoch 17, batch 4100, giga_loss[loss=0.235, simple_loss=0.3105, pruned_loss=0.07975, over 12379.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04038, over 113.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3112, pruned_loss=0.07379, over 2474382.24 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07343, over 20732.96 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2821, pruned_loss=0.0506, over 2125450.11 frames. utt_duration=1273 frames, utt_pad_proportion=0.05344, over 6687.58 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3135, pruned_loss=0.0758, over 2474820.39 frames. utt_duration=453 frames, utt_pad_proportion=0.07428, over 21921.77 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 09:35:24,866 INFO [train.py:927] (5/8) Epoch 17, batch 4150, libri_loss[loss=0.1578, simple_loss=0.2484, pruned_loss=0.03366, over 12236.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005299, over 31.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3119, pruned_loss=0.07259, over 2473978.04 frames. utt_duration=477 frames, utt_pad_proportion=0.07532, over 20808.01 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05071, over 2135346.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05657, over 6783.11 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3143, pruned_loss=0.07474, over 2474756.36 frames. utt_duration=450 frames, utt_pad_proportion=0.07517, over 22066.65 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 09:37:11,686 INFO [train.py:927] (5/8) Epoch 17, batch 4200, giga_loss[loss=0.2286, simple_loss=0.3169, pruned_loss=0.07013, over 12376.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.0478, over 31.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3112, pruned_loss=0.0717, over 2474807.01 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07156, over 20402.15 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05048, over 2145353.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.05509, over 6788.49 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3138, pruned_loss=0.07421, over 2475474.65 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07223, over 21800.34 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 09:39:05,655 INFO [train.py:927] (5/8) Epoch 17, batch 4250, giga_loss[loss=0.2116, simple_loss=0.2886, pruned_loss=0.0673, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03571, over 40.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3098, pruned_loss=0.07087, over 2474855.11 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06897, over 19919.84 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.283, pruned_loss=0.05053, over 2151777.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05446, over 6807.47 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.312, pruned_loss=0.07318, over 2475495.46 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06995, over 21246.23 utterances.], batch size: 40, lr: 2.37e-04
2022-08-31 09:40:55,860 INFO [train.py:927] (5/8) Epoch 17, batch 4300, giga_loss[loss=0.2381, simple_loss=0.3212, pruned_loss=0.0775, over 12409.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03106, over 80.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3084, pruned_loss=0.07022, over 2474748.30 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06923, over 19748.92 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2834, pruned_loss=0.05076, over 2155168.83 frames. utt_duration=1260 frames, utt_pad_proportion=0.05526, over 6852.34 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3101, pruned_loss=0.07204, over 2475118.60 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06986, over 20859.28 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 09:42:43,946 INFO [train.py:927] (5/8) Epoch 17, batch 4350, giga_loss[loss=0.2109, simple_loss=0.2897, pruned_loss=0.066, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.036, over 43.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3104, pruned_loss=0.07201, over 2474270.07 frames. utt_duration=488.6 frames, utt_pad_proportion=0.074, over 20314.96 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2838, pruned_loss=0.05084, over 2159779.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05457, over 6853.52 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3118, pruned_loss=0.07366, over 2474716.86 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07452, over 21366.63 utterances.], batch size: 43, lr: 2.37e-04
2022-08-31 09:44:31,707 INFO [train.py:927] (5/8) Epoch 17, batch 4400, giga_loss[loss=0.2398, simple_loss=0.3141, pruned_loss=0.08276, over 12395.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3086, pruned_loss=0.07176, over 2474135.84 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07504, over 20822.32 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2834, pruned_loss=0.0508, over 2165646.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.05392, over 6842.49 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3105, pruned_loss=0.07351, over 2474853.59 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07572, over 21936.39 utterances.], batch size: 211, lr: 2.37e-04
2022-08-31 09:46:20,619 INFO [train.py:927] (5/8) Epoch 17, batch 4450, giga_loss[loss=0.2087, simple_loss=0.2911, pruned_loss=0.06316, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.307, pruned_loss=0.07136, over 2474691.12 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06988, over 19959.84 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05105, over 2172060.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05442, over 6893.36 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3086, pruned_loss=0.07292, over 2475005.89 frames. utt_duration=472 frames, utt_pad_proportion=0.07067, over 21039.15 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 09:48:07,720 INFO [train.py:927] (5/8) Epoch 17, batch 4500, libri_loss[loss=0.1637, simple_loss=0.2629, pruned_loss=0.03226, over 12213.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007329, over 31.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3048, pruned_loss=0.0706, over 2474377.74 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06833, over 20140.65 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2836, pruned_loss=0.0509, over 2174681.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05398, over 6887.44 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3064, pruned_loss=0.07214, over 2474988.59 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0692, over 21119.28 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 09:49:55,209 INFO [train.py:927] (5/8) Epoch 17, batch 4550, giga_loss[loss=0.2201, simple_loss=0.2994, pruned_loss=0.07043, over 12368.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06063, over 182.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3034, pruned_loss=0.06971, over 2473619.59 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06579, over 19931.09 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2836, pruned_loss=0.05078, over 2181938.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05288, over 6892.35 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3052, pruned_loss=0.07148, over 2474249.98 frames. utt_duration=472.5 frames, utt_pad_proportion=0.067, over 21007.55 utterances.], batch size: 182, lr: 2.37e-04
2022-08-31 09:51:37,495 INFO [train.py:927] (5/8) Epoch 17, batch 4600, giga_loss[loss=0.2142, simple_loss=0.301, pruned_loss=0.06368, over 12306.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02448, over 45.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3027, pruned_loss=0.06862, over 2472741.93 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07254, over 19783.84 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2837, pruned_loss=0.05083, over 2196723.97 frames. utt_duration=1278 frames, utt_pad_proportion=0.0505, over 6881.40 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3051, pruned_loss=0.07095, over 2474040.04 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07404, over 21325.15 utterances.], batch size: 45, lr: 2.36e-04
2022-08-31 09:53:23,807 INFO [train.py:927] (5/8) Epoch 17, batch 4650, giga_loss[loss=0.207, simple_loss=0.2977, pruned_loss=0.0581, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03234, over 51.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.303, pruned_loss=0.06872, over 2472810.60 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07254, over 20048.49 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2833, pruned_loss=0.05063, over 2203525.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.0495, over 6885.33 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3056, pruned_loss=0.0711, over 2473876.78 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07414, over 21545.84 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 09:55:11,405 INFO [train.py:927] (5/8) Epoch 17, batch 4700, giga_loss[loss=0.255, simple_loss=0.3112, pruned_loss=0.0994, over 12333.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2074, over 370.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3053, pruned_loss=0.07096, over 2473056.53 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07682, over 20525.26 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2836, pruned_loss=0.05086, over 2211892.00 frames. utt_duration=1266 frames, utt_pad_proportion=0.05374, over 6999.62 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3078, pruned_loss=0.0732, over 2473556.38 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07695, over 21980.89 utterances.], batch size: 370, lr: 2.36e-04
2022-08-31 09:56:55,875 INFO [train.py:927] (5/8) Epoch 17, batch 4750, giga_loss[loss=0.2121, simple_loss=0.2914, pruned_loss=0.06643, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04671, over 161.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3056, pruned_loss=0.07217, over 2472975.76 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07613, over 20553.89 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2836, pruned_loss=0.05096, over 2221766.84 frames. utt_duration=1268 frames, utt_pad_proportion=0.05293, over 7018.78 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3084, pruned_loss=0.07463, over 2473729.04 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07679, over 22195.67 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 09:58:42,861 INFO [train.py:927] (5/8) Epoch 17, batch 4800, libri_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.0508, over 12487.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005648, over 37.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07255, over 2473072.62 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07741, over 20489.18 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2836, pruned_loss=0.05099, over 2229266.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05239, over 7045.69 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3084, pruned_loss=0.07513, over 2473604.81 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07829, over 22164.95 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:00:27,960 INFO [train.py:927] (5/8) Epoch 17, batch 4850, giga_loss[loss=0.2114, simple_loss=0.2959, pruned_loss=0.06347, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03463, over 123.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3057, pruned_loss=0.07181, over 2473052.81 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08013, over 21179.05 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2829, pruned_loss=0.05063, over 2236213.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.05169, over 7038.29 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3092, pruned_loss=0.07476, over 2473748.64 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08097, over 22900.17 utterances.], batch size: 123, lr: 2.36e-04
2022-08-31 10:02:14,501 INFO [train.py:927] (5/8) Epoch 17, batch 4900, giga_loss[loss=0.215, simple_loss=0.297, pruned_loss=0.06654, over 12442.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03129, over 80.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3042, pruned_loss=0.07102, over 2473584.15 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07766, over 21195.08 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2831, pruned_loss=0.05072, over 2243218.46 frames. utt_duration=1275 frames, utt_pad_proportion=0.05089, over 7045.89 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3074, pruned_loss=0.07385, over 2474148.52 frames. utt_duration=433 frames, utt_pad_proportion=0.07897, over 22932.20 utterances.], batch size: 80, lr: 2.36e-04
2022-08-31 10:03:58,466 INFO [train.py:927] (5/8) Epoch 17, batch 4950, giga_loss[loss=0.2253, simple_loss=0.3111, pruned_loss=0.06978, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02867, over 70.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3026, pruned_loss=0.07018, over 2475313.97 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07414, over 20440.47 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05053, over 2255018.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.04942, over 7046.91 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3065, pruned_loss=0.07356, over 2475320.81 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07627, over 22489.63 utterances.], batch size: 70, lr: 2.36e-04
2022-08-31 10:05:46,411 INFO [train.py:927] (5/8) Epoch 17, batch 5000, giga_loss[loss=0.2634, simple_loss=0.3488, pruned_loss=0.08903, over 12364.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06557, over 183.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3047, pruned_loss=0.07042, over 2475147.57 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07108, over 19886.82 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05063, over 2262369.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.04887, over 7084.85 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3082, pruned_loss=0.07366, over 2475353.90 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07353, over 21910.09 utterances.], batch size: 183, lr: 2.36e-04
2022-08-31 10:07:30,755 INFO [train.py:927] (5/8) Epoch 17, batch 5050, giga_loss[loss=0.2175, simple_loss=0.2995, pruned_loss=0.06778, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.07041, over 2474717.99 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07435, over 20080.16 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05064, over 2268606.50 frames. utt_duration=1278 frames, utt_pad_proportion=0.04867, over 7106.14 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3099, pruned_loss=0.07355, over 2474898.99 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07635, over 22042.19 utterances.], batch size: 48, lr: 2.36e-04
2022-08-31 10:09:16,814 INFO [train.py:927] (5/8) Epoch 17, batch 5100, libri_loss[loss=0.212, simple_loss=0.3013, pruned_loss=0.0613, over 12289.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006621, over 37.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3085, pruned_loss=0.07183, over 2473745.28 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07247, over 20106.65 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05062, over 2271397.93 frames. utt_duration=1279 frames, utt_pad_proportion=0.04815, over 7109.50 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3116, pruned_loss=0.0746, over 2474153.45 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07449, over 21832.98 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:11:02,940 INFO [train.py:927] (5/8) Epoch 17, batch 5150, giga_loss[loss=0.1963, simple_loss=0.2783, pruned_loss=0.05711, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3078, pruned_loss=0.07271, over 2472833.57 frames. utt_duration=477.3 frames, utt_pad_proportion=0.08153, over 20788.47 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2829, pruned_loss=0.05066, over 2279984.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.04685, over 7106.86 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3114, pruned_loss=0.0758, over 2473448.04 frames. utt_duration=437 frames, utt_pad_proportion=0.08312, over 22717.54 utterances.], batch size: 43, lr: 2.36e-04
2022-08-31 10:12:48,296 INFO [train.py:927] (5/8) Epoch 17, batch 5200, giga_loss[loss=0.2159, simple_loss=0.2977, pruned_loss=0.06702, over 12385.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03503, over 80.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3056, pruned_loss=0.07214, over 2472073.08 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07707, over 20172.27 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2821, pruned_loss=0.05038, over 2286806.52 frames. utt_duration=1292 frames, utt_pad_proportion=0.04553, over 7085.98 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3099, pruned_loss=0.07562, over 2473221.40 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07952, over 22226.78 utterances.], batch size: 80, lr: 2.36e-04
2022-08-31 10:14:37,173 INFO [train.py:927] (5/8) Epoch 17, batch 5250, giga_loss[loss=0.2413, simple_loss=0.3283, pruned_loss=0.07711, over 12361.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03149, over 97.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.306, pruned_loss=0.07262, over 2472149.01 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07459, over 20074.17 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05044, over 2289789.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.04598, over 7128.44 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3094, pruned_loss=0.07561, over 2472866.50 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07679, over 21831.39 utterances.], batch size: 97, lr: 2.36e-04
2022-08-31 10:16:23,175 INFO [train.py:927] (5/8) Epoch 17, batch 5300, giga_loss[loss=0.2289, simple_loss=0.3161, pruned_loss=0.07086, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3047, pruned_loss=0.07257, over 2471544.78 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07407, over 19822.75 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05061, over 2293283.33 frames. utt_duration=1287 frames, utt_pad_proportion=0.04525, over 7134.85 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3076, pruned_loss=0.07521, over 2472220.43 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07624, over 21446.89 utterances.], batch size: 80, lr: 2.36e-04
2022-08-31 10:18:08,092 INFO [train.py:927] (5/8) Epoch 17, batch 5350, giga_loss[loss=0.2453, simple_loss=0.3199, pruned_loss=0.08539, over 12434.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04457, over 134.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3062, pruned_loss=0.07299, over 2471898.15 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07015, over 20099.09 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2828, pruned_loss=0.05054, over 2295735.36 frames. utt_duration=1289 frames, utt_pad_proportion=0.04498, over 7132.91 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07543, over 2472609.01 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0723, over 21556.28 utterances.], batch size: 134, lr: 2.36e-04
2022-08-31 10:19:53,379 INFO [train.py:927] (5/8) Epoch 17, batch 5400, giga_loss[loss=0.1964, simple_loss=0.2682, pruned_loss=0.06236, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04476, over 31.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3047, pruned_loss=0.07216, over 2472538.80 frames. utt_duration=513 frames, utt_pad_proportion=0.06781, over 19335.91 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2819, pruned_loss=0.0502, over 2300671.76 frames. utt_duration=1297 frames, utt_pad_proportion=0.04405, over 7102.29 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3081, pruned_loss=0.075, over 2473375.98 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07018, over 20868.97 utterances.], batch size: 31, lr: 2.36e-04
2022-08-31 10:21:40,741 INFO [train.py:927] (5/8) Epoch 17, batch 5450, giga_loss[loss=0.2165, simple_loss=0.3106, pruned_loss=0.06117, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03708, over 113.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3068, pruned_loss=0.07195, over 2473311.66 frames. utt_duration=511 frames, utt_pad_proportion=0.06959, over 19415.10 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2817, pruned_loss=0.05015, over 2304774.86 frames. utt_duration=1301 frames, utt_pad_proportion=0.04318, over 7093.82 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3103, pruned_loss=0.07476, over 2474109.59 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07179, over 20925.31 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 10:23:24,334 INFO [train.py:927] (5/8) Epoch 17, batch 5500, giga_loss[loss=0.2416, simple_loss=0.3249, pruned_loss=0.07914, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3086, pruned_loss=0.07209, over 2472872.05 frames. utt_duration=508.2 frames, utt_pad_proportion=0.0709, over 19521.32 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2813, pruned_loss=0.05017, over 2311184.69 frames. utt_duration=1304 frames, utt_pad_proportion=0.04299, over 7097.23 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3126, pruned_loss=0.0751, over 2473718.26 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07293, over 21177.13 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 10:25:07,969 INFO [train.py:927] (5/8) Epoch 17, batch 5550, giga_loss[loss=0.1939, simple_loss=0.2838, pruned_loss=0.05198, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03486, over 36.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3122, pruned_loss=0.0749, over 2472245.99 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07225, over 19924.50 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2815, pruned_loss=0.05015, over 2313492.04 frames. utt_duration=1304 frames, utt_pad_proportion=0.04256, over 7104.72 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3156, pruned_loss=0.07765, over 2473023.08 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07402, over 21403.00 utterances.], batch size: 36, lr: 2.36e-04
2022-08-31 10:26:55,200 INFO [train.py:927] (5/8) Epoch 17, batch 5600, giga_loss[loss=0.297, simple_loss=0.3536, pruned_loss=0.1202, over 12382.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3122, pruned_loss=0.07502, over 2472337.59 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06971, over 20009.41 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05008, over 2317847.57 frames. utt_duration=1309 frames, utt_pad_proportion=0.04156, over 7092.79 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3158, pruned_loss=0.07793, over 2473272.12 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07179, over 21545.36 utterances.], batch size: 258, lr: 2.36e-04
2022-08-31 10:28:39,943 INFO [train.py:927] (5/8) Epoch 17, batch 5650, giga_loss[loss=0.2329, simple_loss=0.3191, pruned_loss=0.0734, over 12435.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04441, over 134.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3116, pruned_loss=0.07327, over 2473264.26 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07026, over 19979.84 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05002, over 2321751.28 frames. utt_duration=1292 frames, utt_pad_proportion=0.04655, over 7195.93 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3151, pruned_loss=0.07619, over 2473944.12 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07073, over 21402.33 utterances.], batch size: 134, lr: 2.36e-04
2022-08-31 10:30:25,808 INFO [train.py:927] (5/8) Epoch 17, batch 5700, libri_loss[loss=0.1852, simple_loss=0.2797, pruned_loss=0.04539, over 12474.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007451, over 36.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3123, pruned_loss=0.07371, over 2473788.33 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07568, over 20772.51 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2815, pruned_loss=0.04997, over 2323947.46 frames. utt_duration=1295 frames, utt_pad_proportion=0.04601, over 7188.04 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3155, pruned_loss=0.07638, over 2474380.46 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07603, over 22086.08 utterances.], batch size: 36, lr: 2.36e-04
2022-08-31 10:32:10,474 INFO [train.py:927] (5/8) Epoch 17, batch 5750, giga_loss[loss=0.2043, simple_loss=0.2904, pruned_loss=0.05903, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.311, pruned_loss=0.07336, over 2472630.70 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07605, over 20956.57 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2818, pruned_loss=0.05009, over 2325154.52 frames. utt_duration=1291 frames, utt_pad_proportion=0.04665, over 7213.01 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3136, pruned_loss=0.07557, over 2473344.76 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07624, over 22082.84 utterances.], batch size: 97, lr: 2.36e-04
2022-08-31 10:33:59,361 INFO [train.py:927] (5/8) Epoch 17, batch 5800, giga_loss[loss=0.2272, simple_loss=0.3085, pruned_loss=0.073, over 12380.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05955, over 182.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3094, pruned_loss=0.07334, over 2473246.95 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07742, over 21193.58 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2821, pruned_loss=0.05037, over 2328135.57 frames. utt_duration=1295 frames, utt_pad_proportion=0.04594, over 7196.85 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3116, pruned_loss=0.07525, over 2473759.50 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07782, over 22351.81 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 10:35:40,950 INFO [train.py:927] (5/8) Epoch 17, batch 5850, libri_loss[loss=0.1686, simple_loss=0.255, pruned_loss=0.04114, over 12405.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007454, over 30.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3078, pruned_loss=0.07366, over 2473105.01 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08151, over 21596.89 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2817, pruned_loss=0.05026, over 2331635.42 frames. utt_duration=1303 frames, utt_pad_proportion=0.04521, over 7168.27 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3105, pruned_loss=0.07581, over 2473594.61 frames. utt_duration=434 frames, utt_pad_proportion=0.08206, over 22873.83 utterances.], batch size: 30, lr: 2.36e-04
2022-08-31 10:37:20,170 INFO [train.py:927] (5/8) Epoch 17, batch 5900, giga_loss[loss=0.1996, simple_loss=0.29, pruned_loss=0.05462, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05095, over 161.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.0712, over 2474448.00 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07659, over 21138.73 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2818, pruned_loss=0.05033, over 2335502.70 frames. utt_duration=1290 frames, utt_pad_proportion=0.04891, over 7250.40 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3083, pruned_loss=0.07336, over 2474528.52 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07662, over 22398.14 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 10:39:10,058 INFO [train.py:927] (5/8) Epoch 17, batch 5950, giga_loss[loss=0.2187, simple_loss=0.2975, pruned_loss=0.06999, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.033, over 122.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3028, pruned_loss=0.06889, over 2473942.76 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07554, over 20494.66 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2818, pruned_loss=0.0503, over 2338803.83 frames. utt_duration=1294 frames, utt_pad_proportion=0.04799, over 7237.19 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3054, pruned_loss=0.07108, over 2474129.28 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07608, over 21816.29 utterances.], batch size: 122, lr: 2.36e-04
2022-08-31 10:40:58,206 INFO [train.py:927] (5/8) Epoch 17, batch 6000, libri_loss[loss=0.1692, simple_loss=0.2608, pruned_loss=0.03879, over 12335.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007018, over 33.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3005, pruned_loss=0.06895, over 2473582.16 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07892, over 20862.33 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.0503, over 2342713.17 frames. utt_duration=1302 frames, utt_pad_proportion=0.04672, over 7208.29 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3035, pruned_loss=0.07134, over 2474454.78 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07985, over 22406.74 utterances.], batch size: 33, lr: 2.36e-04
2022-08-31 10:40:58,207 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 10:41:12,224 INFO [train.py:967] (5/8) 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 10:42:55,073 INFO [train.py:927] (5/8) Epoch 17, batch 6050, libri_loss[loss=0.1815, simple_loss=0.2773, pruned_loss=0.04287, over 12179.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006659, over 33.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.301, pruned_loss=0.0692, over 2473823.40 frames. utt_duration=473.9 frames, utt_pad_proportion=0.08053, over 20943.36 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2816, pruned_loss=0.05028, over 2343907.38 frames. utt_duration=1303 frames, utt_pad_proportion=0.04634, over 7204.21 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3035, pruned_loss=0.07126, over 2474634.61 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08137, over 22287.17 utterances.], batch size: 33, lr: 2.36e-04
2022-08-31 10:44:42,520 INFO [train.py:927] (5/8) Epoch 17, batch 6100, giga_loss[loss=0.2134, simple_loss=0.3101, pruned_loss=0.05838, over 12427.00 frames. utt_duration=803.4 frames, utt_pad_proportion=0.02732, over 62.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3022, pruned_loss=0.06971, over 2474163.83 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07426, over 20456.45 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2819, pruned_loss=0.05047, over 2346038.64 frames. utt_duration=1299 frames, utt_pad_proportion=0.04674, over 7231.97 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3042, pruned_loss=0.07145, over 2474637.30 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0753, over 21677.99 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 10:46:28,156 INFO [train.py:927] (5/8) Epoch 17, batch 6150, giga_loss[loss=0.2577, simple_loss=0.3322, pruned_loss=0.09157, over 12374.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0748, over 212.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3036, pruned_loss=0.07035, over 2474352.08 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06904, over 19700.37 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2821, pruned_loss=0.05054, over 2350515.53 frames. utt_duration=1304 frames, utt_pad_proportion=0.04541, over 7218.20 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3056, pruned_loss=0.07228, over 2474689.83 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07086, over 21093.99 utterances.], batch size: 212, lr: 2.36e-04
2022-08-31 10:48:11,454 INFO [train.py:927] (5/8) Epoch 17, batch 6200, giga_loss[loss=0.2046, simple_loss=0.2786, pruned_loss=0.06532, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03019, over 45.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3046, pruned_loss=0.07018, over 2473690.45 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06725, over 19106.99 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.05071, over 2356786.28 frames. utt_duration=1305 frames, utt_pad_proportion=0.04394, over 7233.43 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3069, pruned_loss=0.0726, over 2474316.51 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06973, over 20847.02 utterances.], batch size: 45, lr: 2.36e-04
2022-08-31 10:50:01,081 INFO [train.py:927] (5/8) Epoch 17, batch 6250, giga_loss[loss=0.219, simple_loss=0.2893, pruned_loss=0.07439, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03687, over 37.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3058, pruned_loss=0.07092, over 2474331.75 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06434, over 19191.41 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2828, pruned_loss=0.05067, over 2360234.74 frames. utt_duration=1302 frames, utt_pad_proportion=0.04416, over 7256.99 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3081, pruned_loss=0.07345, over 2474864.31 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06671, over 20896.63 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:51:45,415 INFO [train.py:927] (5/8) Epoch 17, batch 6300, libri_loss[loss=0.2271, simple_loss=0.3164, pruned_loss=0.0689, over 12394.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008172, over 38.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3064, pruned_loss=0.07049, over 2474359.06 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06364, over 19400.62 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2823, pruned_loss=0.05051, over 2364232.03 frames. utt_duration=1307 frames, utt_pad_proportion=0.04321, over 7242.10 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3095, pruned_loss=0.0734, over 2475256.93 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06612, over 21239.53 utterances.], batch size: 38, lr: 2.36e-04
2022-08-31 10:53:30,675 INFO [train.py:927] (5/8) Epoch 17, batch 6350, giga_loss[loss=0.2982, simple_loss=0.3458, pruned_loss=0.1253, over 12365.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2053, over 370.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3069, pruned_loss=0.07126, over 2474804.74 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06811, over 20700.58 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.282, pruned_loss=0.05044, over 2366778.26 frames. utt_duration=1312 frames, utt_pad_proportion=0.04241, over 7224.17 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3102, pruned_loss=0.07407, over 2475688.00 frames. utt_duration=442.5 frames, utt_pad_proportion=0.06999, over 22453.33 utterances.], batch size: 370, lr: 2.36e-04
2022-08-31 10:55:18,299 INFO [train.py:927] (5/8) Epoch 17, batch 6400, giga_loss[loss=0.2229, simple_loss=0.3049, pruned_loss=0.07043, over 12358.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04028, over 145.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3067, pruned_loss=0.07157, over 2475008.58 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06584, over 21010.66 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2818, pruned_loss=0.05038, over 2368560.56 frames. utt_duration=1315 frames, utt_pad_proportion=0.04181, over 7211.83 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.31, pruned_loss=0.07425, over 2476022.52 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06779, over 22667.22 utterances.], batch size: 145, lr: 2.36e-04
2022-08-31 10:57:01,174 INFO [train.py:927] (5/8) Epoch 17, batch 6450, giga_loss[loss=0.2427, simple_loss=0.3162, pruned_loss=0.0846, over 12441.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04096, over 146.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3068, pruned_loss=0.07246, over 2475533.69 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06843, over 21124.27 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2822, pruned_loss=0.05067, over 2370251.39 frames. utt_duration=1302 frames, utt_pad_proportion=0.04677, over 7290.71 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3093, pruned_loss=0.0746, over 2476248.42 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06845, over 22542.89 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 10:58:42,369 INFO [train.py:927] (5/8) Epoch 17, batch 6500, giga_loss[loss=0.2031, simple_loss=0.2884, pruned_loss=0.05888, over 12359.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3066, pruned_loss=0.07292, over 2474464.48 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07239, over 21390.85 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.05063, over 2372585.92 frames. utt_duration=1303 frames, utt_pad_proportion=0.04595, over 7292.40 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3092, pruned_loss=0.07515, over 2475266.77 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07256, over 22830.21 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 11:00:25,764 INFO [train.py:927] (5/8) Epoch 17, batch 6550, giga_loss[loss=0.2137, simple_loss=0.298, pruned_loss=0.06471, over 12348.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3073, pruned_loss=0.07359, over 2474977.98 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07233, over 21465.19 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05046, over 2374759.05 frames. utt_duration=1306 frames, utt_pad_proportion=0.04523, over 7281.58 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3102, pruned_loss=0.0759, over 2475489.79 frames. utt_duration=434.5 frames, utt_pad_proportion=0.0728, over 22864.19 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 11:02:12,101 INFO [train.py:927] (5/8) Epoch 17, batch 6600, giga_loss[loss=0.2544, simple_loss=0.3272, pruned_loss=0.09085, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04187, over 133.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.308, pruned_loss=0.07448, over 2475135.06 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07624, over 21751.32 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.282, pruned_loss=0.05045, over 2376650.80 frames. utt_duration=1308 frames, utt_pad_proportion=0.04448, over 7277.02 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3105, pruned_loss=0.07673, over 2475609.41 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07675, over 23117.34 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 11:03:55,430 INFO [train.py:927] (5/8) Epoch 17, batch 6650, giga_loss[loss=0.2257, simple_loss=0.3143, pruned_loss=0.06855, over 12246.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 54.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3078, pruned_loss=0.07401, over 2474600.58 frames. utt_duration=468 frames, utt_pad_proportion=0.07289, over 21217.78 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2821, pruned_loss=0.05032, over 2380474.24 frames. utt_duration=1312 frames, utt_pad_proportion=0.04313, over 7264.99 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3107, pruned_loss=0.07682, over 2474998.65 frames. utt_duration=434.7 frames, utt_pad_proportion=0.0742, over 22852.62 utterances.], batch size: 54, lr: 2.36e-04
2022-08-31 11:05:38,934 INFO [train.py:927] (5/8) Epoch 17, batch 6700, libri_loss[loss=0.1844, simple_loss=0.2601, pruned_loss=0.05437, over 12454.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009515, over 29.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07411, over 2475083.82 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07152, over 21163.12 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2812, pruned_loss=0.05, over 2383771.13 frames. utt_duration=1321 frames, utt_pad_proportion=0.04203, over 7226.12 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3116, pruned_loss=0.07752, over 2475805.26 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07331, over 23036.87 utterances.], batch size: 29, lr: 2.36e-04
2022-08-31 11:07:21,814 INFO [train.py:927] (5/8) Epoch 17, batch 6750, giga_loss[loss=0.3024, simple_loss=0.3428, pruned_loss=0.131, over 12338.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2158, over 374.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3101, pruned_loss=0.07644, over 2474159.78 frames. utt_duration=461.1 frames, utt_pad_proportion=0.0718, over 21531.72 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2814, pruned_loss=0.05009, over 2385133.57 frames. utt_duration=1317 frames, utt_pad_proportion=0.04243, over 7254.58 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3136, pruned_loss=0.07948, over 2475116.52 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07323, over 23231.06 utterances.], batch size: 374, lr: 2.36e-04
2022-08-31 11:09:04,734 INFO [train.py:927] (5/8) Epoch 17, batch 6800, giga_loss[loss=0.2085, simple_loss=0.2873, pruned_loss=0.06484, over 12417.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03409, over 40.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3111, pruned_loss=0.07609, over 2474154.98 frames. utt_duration=459 frames, utt_pad_proportion=0.07499, over 21631.28 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2823, pruned_loss=0.05034, over 2389321.54 frames. utt_duration=1297 frames, utt_pad_proportion=0.04639, over 7374.95 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3143, pruned_loss=0.0794, over 2474693.93 frames. utt_duration=423 frames, utt_pad_proportion=0.07545, over 23482.66 utterances.], batch size: 40, lr: 2.36e-04
2022-08-31 11:10:46,194 INFO [train.py:927] (5/8) Epoch 17, batch 6850, giga_loss[loss=0.2283, simple_loss=0.3073, pruned_loss=0.07464, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05241, over 161.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3105, pruned_loss=0.07552, over 2473736.48 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07682, over 21801.87 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2823, pruned_loss=0.0503, over 2391924.24 frames. utt_duration=1297 frames, utt_pad_proportion=0.04636, over 7383.89 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3139, pruned_loss=0.0789, over 2474066.88 frames. utt_duration=419.8 frames, utt_pad_proportion=0.0773, over 23655.70 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 11:12:27,424 INFO [train.py:927] (5/8) Epoch 17, batch 6900, libri_loss[loss=0.1611, simple_loss=0.2516, pruned_loss=0.03524, over 12193.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008511, over 30.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3096, pruned_loss=0.07517, over 2474190.02 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07288, over 21201.43 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2818, pruned_loss=0.05009, over 2394818.80 frames. utt_duration=1301 frames, utt_pad_proportion=0.04544, over 7372.54 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3138, pruned_loss=0.07903, over 2474789.41 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07417, over 23243.19 utterances.], batch size: 30, lr: 2.36e-04
2022-08-31 11:14:14,338 INFO [train.py:927] (5/8) Epoch 17, batch 6950, libri_loss[loss=0.2139, simple_loss=0.3101, pruned_loss=0.05884, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01312, over 40.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.07475, over 2474197.56 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06752, over 20630.21 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05027, over 2396738.37 frames. utt_duration=1303 frames, utt_pad_proportion=0.04455, over 7366.36 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.07826, over 2474715.27 frames. utt_duration=439.8 frames, utt_pad_proportion=0.06943, over 22585.34 utterances.], batch size: 40, lr: 2.36e-04
2022-08-31 11:15:57,949 INFO [train.py:927] (5/8) Epoch 17, batch 7000, giga_loss[loss=0.2333, simple_loss=0.3176, pruned_loss=0.07443, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03115, over 75.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3112, pruned_loss=0.07645, over 2473964.33 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07484, over 21874.56 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2825, pruned_loss=0.05034, over 2397744.02 frames. utt_duration=1288 frames, utt_pad_proportion=0.05003, over 7457.77 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3142, pruned_loss=0.07951, over 2474510.48 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07435, over 23528.23 utterances.], batch size: 75, lr: 2.36e-04
2022-08-31 11:17:40,811 INFO [train.py:927] (5/8) Epoch 17, batch 7050, giga_loss[loss=0.2351, simple_loss=0.3153, pruned_loss=0.07749, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03914, over 113.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3126, pruned_loss=0.07777, over 2474173.30 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07753, over 22110.43 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05038, over 2399948.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.04929, over 7459.03 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3156, pruned_loss=0.08091, over 2474662.01 frames. utt_duration=416.9 frames, utt_pad_proportion=0.07736, over 23829.64 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 11:19:24,821 INFO [train.py:927] (5/8) Epoch 17, batch 7100, giga_loss[loss=0.2472, simple_loss=0.3258, pruned_loss=0.08427, over 12387.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03438, over 122.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.07676, over 2474919.36 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07574, over 21674.36 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2826, pruned_loss=0.05032, over 2401918.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.04874, over 7460.71 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.07993, over 2475191.08 frames. utt_duration=425 frames, utt_pad_proportion=0.07609, over 23379.14 utterances.], batch size: 122, lr: 2.36e-04
2022-08-31 11:21:07,700 INFO [train.py:927] (5/8) Epoch 17, batch 7150, giga_loss[loss=0.1973, simple_loss=0.2909, pruned_loss=0.05182, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3114, pruned_loss=0.07616, over 2475529.56 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07417, over 21936.74 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2826, pruned_loss=0.05039, over 2403614.71 frames. utt_duration=1279 frames, utt_pad_proportion=0.05165, over 7525.20 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3146, pruned_loss=0.07921, over 2475858.96 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07391, over 23557.51 utterances.], batch size: 70, lr: 2.36e-04
2022-08-31 11:22:51,217 INFO [train.py:927] (5/8) Epoch 17, batch 7200, giga_loss[loss=0.2551, simple_loss=0.3252, pruned_loss=0.09249, over 12314.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07715, over 2474728.03 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07516, over 21888.21 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2826, pruned_loss=0.05047, over 2404353.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.05103, over 7515.38 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3142, pruned_loss=0.07982, over 2475260.87 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07515, over 23353.78 utterances.], batch size: 74, lr: 2.36e-04
2022-08-31 11:24:34,721 INFO [train.py:927] (5/8) Epoch 17, batch 7250, giga_loss[loss=0.2055, simple_loss=0.2884, pruned_loss=0.06129, over 12325.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03246, over 58.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3075, pruned_loss=0.07543, over 2475047.80 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07717, over 21483.61 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05049, over 2405180.89 frames. utt_duration=1282 frames, utt_pad_proportion=0.05062, over 7514.22 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3099, pruned_loss=0.07776, over 2475356.14 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07723, over 22764.75 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 11:26:18,255 INFO [train.py:927] (5/8) Epoch 17, batch 7300, giga_loss[loss=0.2411, simple_loss=0.3224, pruned_loss=0.07987, over 12368.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02791, over 91.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.306, pruned_loss=0.07475, over 2474601.91 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07376, over 20800.01 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05062, over 2406406.16 frames. utt_duration=1279 frames, utt_pad_proportion=0.05065, over 7534.86 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.308, pruned_loss=0.07691, over 2474998.72 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07412, over 22042.01 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 11:28:04,467 INFO [train.py:927] (5/8) Epoch 17, batch 7350, giga_loss[loss=0.203, simple_loss=0.3011, pruned_loss=0.05245, over 12356.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3049, pruned_loss=0.07193, over 2473912.15 frames. utt_duration=459 frames, utt_pad_proportion=0.07757, over 21630.68 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.283, pruned_loss=0.05054, over 2408114.88 frames. utt_duration=1273 frames, utt_pad_proportion=0.05327, over 7577.46 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3073, pruned_loss=0.07447, over 2474797.98 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07722, over 23030.26 utterances.], batch size: 70, lr: 2.36e-04
2022-08-31 11:29:48,785 INFO [train.py:927] (5/8) Epoch 17, batch 7400, giga_loss[loss=0.1879, simple_loss=0.2649, pruned_loss=0.05542, over 12360.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1793, over 358.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3024, pruned_loss=0.06845, over 2473926.26 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07904, over 22846.56 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2828, pruned_loss=0.05051, over 2408840.45 frames. utt_duration=1274 frames, utt_pad_proportion=0.05279, over 7570.83 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3048, pruned_loss=0.07075, over 2474852.59 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07892, over 24145.72 utterances.], batch size: 358, lr: 2.36e-04
2022-08-31 11:31:32,499 INFO [train.py:927] (5/8) Epoch 17, batch 7450, giga_loss[loss=0.2124, simple_loss=0.3164, pruned_loss=0.0542, over 12359.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.299, pruned_loss=0.06543, over 2473962.53 frames. utt_duration=405.7 frames, utt_pad_proportion=0.08526, over 24479.77 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05081, over 2410393.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.05186, over 7571.44 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.301, pruned_loss=0.06737, over 2474762.63 frames. utt_duration=383.9 frames, utt_pad_proportion=0.08534, over 25886.32 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 11:33:14,763 INFO [train.py:927] (5/8) Epoch 17, batch 7500, libri_loss[loss=0.2392, simple_loss=0.3283, pruned_loss=0.07506, over 12447.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01074, over 39.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2991, pruned_loss=0.0644, over 2474495.77 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08294, over 24178.52 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05112, over 2413446.51 frames. utt_duration=1283 frames, utt_pad_proportion=0.05022, over 7531.57 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3013, pruned_loss=0.06625, over 2474932.14 frames. utt_duration=381.7 frames, utt_pad_proportion=0.08389, over 26033.02 utterances.], batch size: 39, lr: 2.36e-04
2022-08-31 11:34:57,191 INFO [train.py:927] (5/8) Epoch 17, batch 7550, giga_loss[loss=0.2103, simple_loss=0.2789, pruned_loss=0.07087, over 12351.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1842, over 360.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2982, pruned_loss=0.0632, over 2474681.59 frames. utt_duration=400.9 frames, utt_pad_proportion=0.08172, over 24779.62 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.05102, over 2414569.13 frames. utt_duration=1284 frames, utt_pad_proportion=0.04966, over 7533.06 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3003, pruned_loss=0.06498, over 2475107.71 frames. utt_duration=374.3 frames, utt_pad_proportion=0.08281, over 26551.03 utterances.], batch size: 360, lr: 2.36e-04
2022-08-31 11:36:41,274 INFO [train.py:927] (5/8) Epoch 17, batch 7600, giga_loss[loss=0.213, simple_loss=0.3024, pruned_loss=0.06182, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2974, pruned_loss=0.06182, over 2475445.34 frames. utt_duration=408 frames, utt_pad_proportion=0.07667, over 24353.64 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2831, pruned_loss=0.05092, over 2415781.67 frames. utt_duration=1280 frames, utt_pad_proportion=0.04976, over 7559.28 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2993, pruned_loss=0.06352, over 2475753.46 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07802, over 26030.26 utterances.], batch size: 105, lr: 2.36e-04
2022-08-31 11:38:23,262 INFO [train.py:927] (5/8) Epoch 17, batch 7650, giga_loss[loss=0.211, simple_loss=0.2966, pruned_loss=0.06266, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03688, over 123.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2959, pruned_loss=0.05999, over 2475764.58 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07089, over 23276.59 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05089, over 2417002.28 frames. utt_duration=1278 frames, utt_pad_proportion=0.04975, over 7573.42 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2978, pruned_loss=0.06159, over 2476261.65 frames. utt_duration=398 frames, utt_pad_proportion=0.07251, over 24975.48 utterances.], batch size: 123, lr: 2.36e-04
2022-08-31 11:40:04,170 INFO [train.py:927] (5/8) Epoch 17, batch 7700, libri_loss[loss=0.2061, simple_loss=0.2962, pruned_loss=0.05799, over 12248.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005294, over 34.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05804, over 2475463.00 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07342, over 23711.02 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2836, pruned_loss=0.05106, over 2418411.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05288, over 7659.04 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2944, pruned_loss=0.05945, over 2476456.68 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07408, over 25533.98 utterances.], batch size: 34, lr: 2.36e-04
2022-08-31 11:41:47,423 INFO [train.py:927] (5/8) Epoch 17, batch 7750, giga_loss[loss=0.1746, simple_loss=0.2515, pruned_loss=0.04892, over 12352.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1938, over 364.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2902, pruned_loss=0.05713, over 2475011.28 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07928, over 24885.82 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2836, pruned_loss=0.05105, over 2419599.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.05694, over 7724.32 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2915, pruned_loss=0.05841, over 2476013.55 frames. utt_duration=373 frames, utt_pad_proportion=0.07841, over 26658.42 utterances.], batch size: 364, lr: 2.36e-04
2022-08-31 11:43:34,823 INFO [train.py:927] (5/8) Epoch 17, batch 7800, giga_loss[loss=0.2145, simple_loss=0.3119, pruned_loss=0.05861, over 12433.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03892, over 123.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2909, pruned_loss=0.05716, over 2475765.80 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07539, over 25001.99 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05111, over 2421484.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.05555, over 7705.44 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2924, pruned_loss=0.05832, over 2476619.39 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07548, over 26983.04 utterances.], batch size: 123, lr: 2.36e-04
2022-08-31 11:45:37,322 INFO [train.py:927] (5/8) Epoch 17, batch 7850, giga_loss[loss=0.2073, simple_loss=0.3026, pruned_loss=0.05596, over 12379.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0605, over 182.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2917, pruned_loss=0.05696, over 2475460.76 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07548, over 25472.64 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.05099, over 2422455.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05484, over 7710.00 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.293, pruned_loss=0.05813, over 2476452.97 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07583, over 27425.19 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 11:47:35,117 INFO [train.py:927] (5/8) Epoch 17, batch 7900, giga_loss[loss=0.2068, simple_loss=0.3032, pruned_loss=0.05519, over 12382.00 frames. utt_duration=338.3 frames, utt_pad_proportion=0.05225, over 147.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2898, pruned_loss=0.05539, over 2475596.58 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07262, over 24983.86 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05106, over 2423474.25 frames. utt_duration=1251 frames, utt_pad_proportion=0.05778, over 7756.77 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2911, pruned_loss=0.05637, over 2476669.26 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07241, over 26902.91 utterances.], batch size: 147, lr: 2.36e-04
2022-08-31 11:49:47,512 INFO [train.py:927] (5/8) Epoch 17, batch 7950, giga_loss[loss=0.1794, simple_loss=0.2647, pruned_loss=0.04706, over 12396.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02684, over 91.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.288, pruned_loss=0.05335, over 2475705.75 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06828, over 24745.68 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.05104, over 2424095.14 frames. utt_duration=1255 frames, utt_pad_proportion=0.05693, over 7733.85 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2893, pruned_loss=0.0542, over 2476926.90 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06865, over 26578.12 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 11:51:45,550 INFO [train.py:927] (5/8) Epoch 17, batch 8000, giga_loss[loss=0.2162, simple_loss=0.305, pruned_loss=0.06373, over 12469.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0289, over 122.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2863, pruned_loss=0.05339, over 2476407.09 frames. utt_duration=416 frames, utt_pad_proportion=0.06698, over 23889.99 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2831, pruned_loss=0.05114, over 2426941.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.0591, over 7782.47 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2875, pruned_loss=0.05412, over 2477126.31 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06702, over 26111.43 utterances.], batch size: 122, lr: 2.36e-04
2022-08-31 11:53:40,142 INFO [train.py:927] (5/8) Epoch 17, batch 8050, giga_loss[loss=0.184, simple_loss=0.286, pruned_loss=0.04101, over 12428.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2858, pruned_loss=0.05248, over 2476749.99 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06712, over 24363.33 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2828, pruned_loss=0.05092, over 2427533.20 frames. utt_duration=1255 frames, utt_pad_proportion=0.05833, over 7745.12 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2871, pruned_loss=0.05329, over 2477679.92 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06738, over 26459.81 utterances.], batch size: 75, lr: 2.36e-04
2022-08-31 11:55:56,891 INFO [train.py:927] (5/8) Epoch 17, batch 8100, giga_loss[loss=0.18, simple_loss=0.2595, pruned_loss=0.05024, over 12368.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.169, over 353.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.05144, over 2476730.93 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07021, over 24839.17 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2819, pruned_loss=0.05063, over 2429350.40 frames. utt_duration=1265 frames, utt_pad_proportion=0.05674, over 7691.41 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2861, pruned_loss=0.05239, over 2477588.06 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07062, over 27161.62 utterances.], batch size: 353, lr: 2.36e-04
2022-08-31 11:57:55,393 INFO [train.py:927] (5/8) Epoch 17, batch 8150, giga_loss[loss=0.1742, simple_loss=0.2682, pruned_loss=0.04008, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2852, pruned_loss=0.05164, over 2477669.00 frames. utt_duration=411 frames, utt_pad_proportion=0.0682, over 24186.15 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2822, pruned_loss=0.05061, over 2431555.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.0586, over 7739.49 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2865, pruned_loss=0.05245, over 2478269.31 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06835, over 26708.33 utterances.], batch size: 43, lr: 2.36e-04
2022-08-31 11:59:55,783 INFO [train.py:927] (5/8) Epoch 17, batch 8200, libri_loss[loss=0.201, simple_loss=0.2934, pruned_loss=0.05424, over 12478.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006384, over 37.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2872, pruned_loss=0.05121, over 2477756.27 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07011, over 24537.39 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05064, over 2433487.11 frames. utt_duration=1264 frames, utt_pad_proportion=0.05671, over 7709.26 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2884, pruned_loss=0.05188, over 2478554.51 frames. utt_duration=363.2 frames, utt_pad_proportion=0.07072, over 27391.99 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 12:02:02,469 INFO [train.py:927] (5/8) Epoch 17, batch 8250, giga_loss[loss=0.2116, simple_loss=0.2998, pruned_loss=0.06174, over 12404.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.0289, over 85.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.288, pruned_loss=0.05092, over 2477239.46 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07191, over 24434.80 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2826, pruned_loss=0.05081, over 2434695.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.05896, over 7759.13 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2889, pruned_loss=0.05133, over 2478358.95 frames. utt_duration=364.3 frames, utt_pad_proportion=0.07184, over 27301.11 utterances.], batch size: 85, lr: 2.35e-04
2022-08-31 12:04:07,609 INFO [train.py:927] (5/8) Epoch 17, batch 8300, giga_loss[loss=0.1854, simple_loss=0.2781, pruned_loss=0.04638, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03617, over 113.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2881, pruned_loss=0.0513, over 2477174.45 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07283, over 24461.42 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05076, over 2435877.62 frames. utt_duration=1261 frames, utt_pad_proportion=0.0578, over 7737.91 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2892, pruned_loss=0.05168, over 2478327.76 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07305, over 27296.09 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 12:06:34,436 INFO [train.py:927] (5/8) Epoch 17, batch 8350, giga_loss[loss=0.1941, simple_loss=0.2849, pruned_loss=0.05165, over 12445.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03734, over 133.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2887, pruned_loss=0.05212, over 2477434.58 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06852, over 24311.77 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.282, pruned_loss=0.05054, over 2436321.40 frames. utt_duration=1265 frames, utt_pad_proportion=0.05694, over 7714.29 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.29, pruned_loss=0.05261, over 2478683.92 frames. utt_duration=370.1 frames, utt_pad_proportion=0.06937, over 26875.80 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 12:08:43,631 INFO [train.py:927] (5/8) Epoch 17, batch 8400, giga_loss[loss=0.1819, simple_loss=0.273, pruned_loss=0.04538, over 12353.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0297, over 91.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2861, pruned_loss=0.05097, over 2477779.63 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06549, over 23872.29 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2821, pruned_loss=0.05055, over 2437275.13 frames. utt_duration=1270 frames, utt_pad_proportion=0.05563, over 7684.21 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2872, pruned_loss=0.0514, over 2479042.00 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06684, over 26393.05 utterances.], batch size: 91, lr: 2.35e-04
2022-08-31 12:10:46,004 INFO [train.py:927] (5/8) Epoch 17, batch 8450, giga_loss[loss=0.2075, simple_loss=0.3027, pruned_loss=0.05613, over 12455.00 frames. utt_duration=542.9 frames, utt_pad_proportion=0.03051, over 92.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2853, pruned_loss=0.05095, over 2477867.44 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06552, over 23535.52 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.05062, over 2438175.86 frames. utt_duration=1262 frames, utt_pad_proportion=0.05926, over 7737.04 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2862, pruned_loss=0.05124, over 2479335.74 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06564, over 26025.45 utterances.], batch size: 92, lr: 2.35e-04
2022-08-31 12:12:49,237 INFO [train.py:927] (5/8) Epoch 17, batch 8500, giga_loss[loss=0.169, simple_loss=0.2536, pruned_loss=0.04218, over 12380.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2865, pruned_loss=0.05203, over 2478611.41 frames. utt_duration=423 frames, utt_pad_proportion=0.06392, over 23505.01 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05074, over 2438913.15 frames. utt_duration=1263 frames, utt_pad_proportion=0.05852, over 7734.99 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2871, pruned_loss=0.05217, over 2479647.91 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06437, over 25696.30 utterances.], batch size: 91, lr: 2.35e-04
2022-08-31 12:14:53,297 INFO [train.py:927] (5/8) Epoch 17, batch 8550, giga_loss[loss=0.1939, simple_loss=0.2715, pruned_loss=0.05809, over 12354.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1805, over 358.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2867, pruned_loss=0.05299, over 2478179.73 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06422, over 23843.92 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05072, over 2439520.66 frames. utt_duration=1258 frames, utt_pad_proportion=0.06093, over 7768.56 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2876, pruned_loss=0.05316, over 2479715.21 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06382, over 26082.57 utterances.], batch size: 358, lr: 2.35e-04
2022-08-31 12:17:04,261 INFO [train.py:927] (5/8) Epoch 17, batch 8600, giga_loss[loss=0.1975, simple_loss=0.2963, pruned_loss=0.04931, over 12371.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05237, over 34.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2876, pruned_loss=0.05262, over 2478064.24 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06476, over 23526.69 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.05063, over 2440418.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05961, over 7753.84 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2887, pruned_loss=0.0529, over 2479698.08 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06481, over 25856.32 utterances.], batch size: 34, lr: 2.35e-04
2022-08-31 12:19:22,177 INFO [train.py:927] (5/8) Epoch 17, batch 8650, giga_loss[loss=0.1891, simple_loss=0.2755, pruned_loss=0.05134, over 12435.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04817, over 147.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2864, pruned_loss=0.0523, over 2477922.14 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06654, over 24171.41 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2819, pruned_loss=0.05075, over 2440974.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.05889, over 7744.57 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2873, pruned_loss=0.05244, over 2479217.21 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06667, over 26236.99 utterances.], batch size: 147, lr: 2.35e-04
2022-08-31 12:21:24,228 INFO [train.py:927] (5/8) Epoch 17, batch 8700, libri_loss[loss=0.1885, simple_loss=0.2786, pruned_loss=0.04922, over 12139.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00652, over 35.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2824, pruned_loss=0.05114, over 2477297.13 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06644, over 23440.07 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2818, pruned_loss=0.05076, over 2441921.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.0572, over 7710.38 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2832, pruned_loss=0.05128, over 2478815.80 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06711, over 25732.04 utterances.], batch size: 35, lr: 2.35e-04
2022-08-31 12:23:17,860 INFO [train.py:927] (5/8) Epoch 17, batch 8750, giga_loss[loss=0.1772, simple_loss=0.2659, pruned_loss=0.04424, over 12444.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03734, over 133.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2821, pruned_loss=0.05151, over 2477021.34 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07542, over 24979.84 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2819, pruned_loss=0.05067, over 2442539.25 frames. utt_duration=1267 frames, utt_pad_proportion=0.05627, over 7719.39 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2827, pruned_loss=0.05171, over 2478460.61 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07559, over 27164.72 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 12:25:20,445 INFO [train.py:927] (5/8) Epoch 17, batch 8800, giga_loss[loss=0.1835, simple_loss=0.2816, pruned_loss=0.04269, over 12376.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04212, over 133.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2806, pruned_loss=0.05038, over 2476076.26 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07351, over 24867.40 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2812, pruned_loss=0.05046, over 2442868.92 frames. utt_duration=1276 frames, utt_pad_proportion=0.05548, over 7668.41 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2817, pruned_loss=0.05073, over 2477851.41 frames. utt_duration=366.5 frames, utt_pad_proportion=0.0741, over 27135.51 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 12:27:35,490 INFO [train.py:927] (5/8) Epoch 17, batch 8850, giga_loss[loss=0.1975, simple_loss=0.2878, pruned_loss=0.05357, over 12453.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.03003, over 122.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2796, pruned_loss=0.05004, over 2476471.73 frames. utt_duration=404.2 frames, utt_pad_proportion=0.0708, over 24579.44 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2811, pruned_loss=0.05041, over 2442793.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.0551, over 7652.78 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2806, pruned_loss=0.05036, over 2478201.81 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07159, over 26514.33 utterances.], batch size: 122, lr: 2.35e-04
2022-08-31 12:29:44,699 INFO [train.py:927] (5/8) Epoch 17, batch 8900, giga_loss[loss=0.1695, simple_loss=0.2659, pruned_loss=0.03656, over 12336.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02969, over 66.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2799, pruned_loss=0.04982, over 2476756.69 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06677, over 24107.48 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2813, pruned_loss=0.05044, over 2442855.25 frames. utt_duration=1279 frames, utt_pad_proportion=0.05487, over 7651.51 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2805, pruned_loss=0.05003, over 2478208.82 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06773, over 25699.46 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 12:31:43,440 INFO [train.py:927] (5/8) Epoch 17, batch 8950, giga_loss[loss=0.2096, simple_loss=0.2938, pruned_loss=0.06271, over 12406.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.0639, over 183.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2791, pruned_loss=0.04946, over 2476989.47 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06958, over 24872.27 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2814, pruned_loss=0.05037, over 2443093.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.05448, over 7639.01 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2794, pruned_loss=0.04969, over 2478238.28 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07033, over 26295.61 utterances.], batch size: 183, lr: 2.35e-04
2022-08-31 12:33:41,142 INFO [train.py:927] (5/8) Epoch 17, batch 9000, giga_loss[loss=0.2202, simple_loss=0.3069, pruned_loss=0.06676, over 12381.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2813, pruned_loss=0.04948, over 2476997.17 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06847, over 24708.29 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2816, pruned_loss=0.05033, over 2443492.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.05349, over 7611.36 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2814, pruned_loss=0.04968, over 2478354.29 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06944, over 26223.21 utterances.], batch size: 97, lr: 2.35e-04
2022-08-31 12:33:41,143 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 12:33:55,667 INFO [train.py:967] (5/8) 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 12:35:59,045 INFO [train.py:927] (5/8) Epoch 17, batch 9050, giga_loss[loss=0.204, simple_loss=0.2954, pruned_loss=0.05635, over 12428.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06199, over 183.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2825, pruned_loss=0.04968, over 2476809.47 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06379, over 23868.18 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.05039, over 2444428.15 frames. utt_duration=1290 frames, utt_pad_proportion=0.0521, over 7586.15 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2826, pruned_loss=0.04978, over 2478138.66 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06534, over 25637.42 utterances.], batch size: 183, lr: 2.35e-04
2022-08-31 12:37:56,939 INFO [train.py:927] (5/8) Epoch 17, batch 9100, giga_loss[loss=0.2045, simple_loss=0.2954, pruned_loss=0.05683, over 12418.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2819, pruned_loss=0.04941, over 2476751.18 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06428, over 23761.92 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2817, pruned_loss=0.05043, over 2445594.31 frames. utt_duration=1274 frames, utt_pad_proportion=0.05576, over 7686.36 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.282, pruned_loss=0.04944, over 2478245.48 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06479, over 25850.81 utterances.], batch size: 182, lr: 2.35e-04
2022-08-31 12:39:53,560 INFO [train.py:927] (5/8) Epoch 17, batch 9150, giga_loss[loss=0.1752, simple_loss=0.2709, pruned_loss=0.03972, over 12329.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.02537, over 70.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2799, pruned_loss=0.04877, over 2477063.83 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06533, over 23177.34 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05048, over 2446211.29 frames. utt_duration=1275 frames, utt_pad_proportion=0.0552, over 7684.54 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2799, pruned_loss=0.04872, over 2478254.70 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06592, over 25135.23 utterances.], batch size: 70, lr: 2.35e-04
2022-08-31 12:42:00,711 INFO [train.py:927] (5/8) Epoch 17, batch 9200, giga_loss[loss=0.1828, simple_loss=0.2774, pruned_loss=0.04406, over 12451.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03197, over 75.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2816, pruned_loss=0.04994, over 2477214.23 frames. utt_duration=403.2 frames, utt_pad_proportion=0.07009, over 24651.81 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2816, pruned_loss=0.05045, over 2446562.65 frames. utt_duration=1265 frames, utt_pad_proportion=0.05895, over 7746.02 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2816, pruned_loss=0.04991, over 2478392.72 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0693, over 26433.94 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 12:43:52,854 INFO [train.py:927] (5/8) Epoch 17, batch 9250, giga_loss[loss=0.2412, simple_loss=0.3236, pruned_loss=0.07933, over 12416.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07308, over 212.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2829, pruned_loss=0.05073, over 2477622.12 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06696, over 24035.19 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2817, pruned_loss=0.05061, over 2447493.01 frames. utt_duration=1268 frames, utt_pad_proportion=0.05741, over 7730.95 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05055, over 2478679.58 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06704, over 26002.45 utterances.], batch size: 212, lr: 2.35e-04
2022-08-31 12:45:51,078 INFO [train.py:927] (5/8) Epoch 17, batch 9300, giga_loss[loss=0.1671, simple_loss=0.2664, pruned_loss=0.03393, over 12329.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03556, over 62.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2847, pruned_loss=0.05084, over 2477498.46 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06526, over 23406.92 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.05043, over 2447836.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05816, over 7757.92 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2848, pruned_loss=0.05085, over 2478675.38 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0653, over 25290.18 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 12:48:07,469 INFO [train.py:927] (5/8) Epoch 17, batch 9350, giga_loss[loss=0.1895, simple_loss=0.2825, pruned_loss=0.04829, over 12339.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03108, over 70.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2842, pruned_loss=0.05069, over 2477606.84 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06295, over 22814.20 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.05034, over 2448248.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.0571, over 7741.13 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2844, pruned_loss=0.0508, over 2478804.17 frames. utt_duration=403 frames, utt_pad_proportion=0.0635, over 24674.21 utterances.], batch size: 70, lr: 2.35e-04
2022-08-31 12:50:05,031 INFO [train.py:927] (5/8) Epoch 17, batch 9400, giga_loss[loss=0.1962, simple_loss=0.2827, pruned_loss=0.05488, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03632, over 105.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.05067, over 2478435.69 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06422, over 23693.06 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2817, pruned_loss=0.05035, over 2448491.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05666, over 7738.71 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2837, pruned_loss=0.05074, over 2479419.55 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0647, over 25290.27 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 12:52:11,583 INFO [train.py:927] (5/8) Epoch 17, batch 9450, giga_loss[loss=0.1848, simple_loss=0.2711, pruned_loss=0.04923, over 12420.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.02646, over 37.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2817, pruned_loss=0.04999, over 2478631.28 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06019, over 22816.02 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05031, over 2448962.07 frames. utt_duration=1271 frames, utt_pad_proportion=0.05607, over 7715.75 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.282, pruned_loss=0.05009, over 2479381.85 frames. utt_duration=409.3 frames, utt_pad_proportion=0.061, over 24301.64 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 12:54:10,923 INFO [train.py:927] (5/8) Epoch 17, batch 9500, giga_loss[loss=0.1681, simple_loss=0.265, pruned_loss=0.03562, over 12428.00 frames. utt_duration=275.9 frames, utt_pad_proportion=0.05187, over 181.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2816, pruned_loss=0.04911, over 2478260.73 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06026, over 23106.51 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05038, over 2449332.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.05526, over 7704.46 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2819, pruned_loss=0.04913, over 2479067.30 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06114, over 24564.07 utterances.], batch size: 181, lr: 2.35e-04
2022-08-31 12:55:59,275 INFO [train.py:927] (5/8) Epoch 17, batch 9550, giga_loss[loss=0.1731, simple_loss=0.2764, pruned_loss=0.03489, over 12409.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02836, over 58.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2835, pruned_loss=0.049, over 2478526.81 frames. utt_duration=422.1 frames, utt_pad_proportion=0.061, over 23556.19 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2812, pruned_loss=0.05023, over 2450020.15 frames. utt_duration=1277 frames, utt_pad_proportion=0.05423, over 7683.09 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.284, pruned_loss=0.04913, over 2479216.00 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25108.45 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 12:58:06,404 INFO [train.py:927] (5/8) Epoch 17, batch 9600, giga_loss[loss=0.2031, simple_loss=0.3023, pruned_loss=0.05195, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03711, over 113.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2839, pruned_loss=0.04898, over 2478239.70 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06073, over 23548.21 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2809, pruned_loss=0.05011, over 2450147.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.05343, over 7660.66 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2846, pruned_loss=0.04915, over 2479149.36 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06181, over 25080.28 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 13:00:17,888 INFO [train.py:927] (5/8) Epoch 17, batch 9650, giga_loss[loss=0.1943, simple_loss=0.2923, pruned_loss=0.04815, over 12407.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2838, pruned_loss=0.04855, over 2477788.02 frames. utt_duration=425.8 frames, utt_pad_proportion=0.0606, over 23340.59 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.281, pruned_loss=0.05011, over 2450516.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.05216, over 7642.11 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2843, pruned_loss=0.04865, over 2478920.34 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06186, over 24998.08 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:02:33,080 INFO [train.py:927] (5/8) Epoch 17, batch 9700, giga_loss[loss=0.2159, simple_loss=0.3016, pruned_loss=0.06507, over 12414.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09675, over 256.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.285, pruned_loss=0.04913, over 2477056.07 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06378, over 23642.21 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2809, pruned_loss=0.05008, over 2450581.71 frames. utt_duration=1289 frames, utt_pad_proportion=0.05131, over 7614.32 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2856, pruned_loss=0.04921, over 2478505.69 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06484, over 25334.33 utterances.], batch size: 256, lr: 2.35e-04
2022-08-31 13:04:47,357 INFO [train.py:927] (5/8) Epoch 17, batch 9750, giga_loss[loss=0.1941, simple_loss=0.2912, pruned_loss=0.04855, over 12435.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03763, over 133.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2857, pruned_loss=0.04911, over 2477005.86 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06419, over 23190.54 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2808, pruned_loss=0.04977, over 2450862.10 frames. utt_duration=1293 frames, utt_pad_proportion=0.05035, over 7592.03 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2863, pruned_loss=0.04942, over 2478758.73 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06542, over 25065.14 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 13:06:56,170 INFO [train.py:927] (5/8) Epoch 17, batch 9800, giga_loss[loss=0.1998, simple_loss=0.2921, pruned_loss=0.05371, over 12448.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04329, over 161.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2847, pruned_loss=0.04892, over 2477642.54 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06189, over 22811.51 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.281, pruned_loss=0.04999, over 2451494.07 frames. utt_duration=1295 frames, utt_pad_proportion=0.04907, over 7580.42 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2852, pruned_loss=0.04895, over 2479332.27 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06351, over 24806.51 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 13:09:01,931 INFO [train.py:927] (5/8) Epoch 17, batch 9850, giga_loss[loss=0.1962, simple_loss=0.2883, pruned_loss=0.05204, over 12364.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03681, over 113.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2842, pruned_loss=0.04862, over 2477234.77 frames. utt_duration=437 frames, utt_pad_proportion=0.06161, over 22733.98 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.281, pruned_loss=0.05002, over 2451659.31 frames. utt_duration=1296 frames, utt_pad_proportion=0.04873, over 7573.66 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2846, pruned_loss=0.04861, over 2478650.87 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06304, over 24451.07 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 13:10:54,065 INFO [train.py:927] (5/8) Epoch 17, batch 9900, giga_loss[loss=0.1888, simple_loss=0.2774, pruned_loss=0.05006, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.286, pruned_loss=0.04974, over 2477153.22 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06581, over 23860.82 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.281, pruned_loss=0.04995, over 2451683.01 frames. utt_duration=1298 frames, utt_pad_proportion=0.04866, over 7562.79 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2864, pruned_loss=0.04979, over 2478358.77 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06671, over 25293.18 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 13:12:51,054 INFO [train.py:927] (5/8) Epoch 17, batch 9950, giga_loss[loss=0.2041, simple_loss=0.2982, pruned_loss=0.05502, over 12359.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03943, over 113.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2851, pruned_loss=0.04992, over 2477413.16 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06442, over 24434.78 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.05004, over 2451798.20 frames. utt_duration=1298 frames, utt_pad_proportion=0.04827, over 7565.16 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2851, pruned_loss=0.04989, over 2478500.92 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06532, over 25711.59 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 13:14:29,878 INFO [train.py:927] (5/8) Epoch 17, batch 10000, giga_loss[loss=0.2466, simple_loss=0.3328, pruned_loss=0.08023, over 12421.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2885, pruned_loss=0.05208, over 2477502.92 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06491, over 24621.24 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2814, pruned_loss=0.05005, over 2452079.79 frames. utt_duration=1298 frames, utt_pad_proportion=0.04792, over 7565.53 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2884, pruned_loss=0.05205, over 2478330.50 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06574, over 25784.27 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:16:11,785 INFO [train.py:927] (5/8) Epoch 17, batch 10050, giga_loss[loss=0.1871, simple_loss=0.2699, pruned_loss=0.05222, over 12288.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03652, over 51.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2933, pruned_loss=0.05468, over 2476770.66 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06448, over 23287.15 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2816, pruned_loss=0.05013, over 2452965.50 frames. utt_duration=1288 frames, utt_pad_proportion=0.04859, over 7624.55 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2934, pruned_loss=0.05468, over 2477412.78 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06525, over 24682.37 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 13:17:53,468 INFO [train.py:927] (5/8) Epoch 17, batch 10100, giga_loss[loss=0.1788, simple_loss=0.2646, pruned_loss=0.04652, over 12413.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2884, pruned_loss=0.05326, over 2476278.31 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06404, over 22432.23 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05003, over 2453281.45 frames. utt_duration=1287 frames, utt_pad_proportion=0.04815, over 7632.09 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2887, pruned_loss=0.05344, over 2476929.29 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06495, over 23822.76 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:19:34,075 INFO [train.py:927] (5/8) Epoch 17, batch 10150, libri_loss[loss=0.1962, simple_loss=0.2932, pruned_loss=0.04964, over 12469.00 frames. utt_duration=960.7 frames, utt_pad_proportion=0.07, over 52.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2808, pruned_loss=0.0505, over 2476594.47 frames. utt_duration=475.3 frames, utt_pad_proportion=0.06072, over 20903.33 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2817, pruned_loss=0.05007, over 2454283.41 frames. utt_duration=1283 frames, utt_pad_proportion=0.04771, over 7659.86 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2809, pruned_loss=0.05063, over 2476807.13 frames. utt_duration=444.1 frames, utt_pad_proportion=0.06196, over 22374.57 utterances.], batch size: 52, lr: 2.35e-04
2022-08-31 13:21:16,811 INFO [train.py:927] (5/8) Epoch 17, batch 10200, giga_loss[loss=0.151, simple_loss=0.2385, pruned_loss=0.03174, over 12443.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04094, over 34.00 utterances.], tot_loss[loss=0.1843, simple_loss=0.2731, pruned_loss=0.04781, over 2475859.74 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06087, over 20465.54 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2816, pruned_loss=0.04991, over 2454862.92 frames. utt_duration=1280 frames, utt_pad_proportion=0.04799, over 7679.55 utterances.], giga_tot_loss[loss=0.1846, simple_loss=0.2732, pruned_loss=0.04805, over 2475905.62 frames. utt_duration=454.6 frames, utt_pad_proportion=0.0619, over 21850.86 utterances.], batch size: 34, lr: 2.35e-04
2022-08-31 13:23:03,914 INFO [train.py:927] (5/8) Epoch 17, batch 10250, giga_loss[loss=0.1535, simple_loss=0.2324, pruned_loss=0.03732, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03405, over 42.00 utterances.], tot_loss[loss=0.1802, simple_loss=0.2682, pruned_loss=0.04608, over 2474923.29 frames. utt_duration=510.4 frames, utt_pad_proportion=0.05939, over 19449.46 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2819, pruned_loss=0.04986, over 2455188.72 frames. utt_duration=1281 frames, utt_pad_proportion=0.04721, over 7675.69 utterances.], giga_tot_loss[loss=0.1802, simple_loss=0.2678, pruned_loss=0.04624, over 2475130.06 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06068, over 20838.21 utterances.], batch size: 42, lr: 2.35e-04
2022-08-31 13:24:47,055 INFO [train.py:927] (5/8) Epoch 17, batch 10300, giga_loss[loss=0.1482, simple_loss=0.239, pruned_loss=0.02868, over 12344.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03026, over 70.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.265, pruned_loss=0.04503, over 2475223.62 frames. utt_duration=512.6 frames, utt_pad_proportion=0.05937, over 19369.94 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.05003, over 2456201.02 frames. utt_duration=1284 frames, utt_pad_proportion=0.04611, over 7662.96 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2638, pruned_loss=0.04488, over 2475177.05 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06093, over 20924.80 utterances.], batch size: 70, lr: 2.35e-04
2022-08-31 13:26:30,902 INFO [train.py:927] (5/8) Epoch 17, batch 10350, giga_loss[loss=0.1552, simple_loss=0.2349, pruned_loss=0.03775, over 12448.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.1742, simple_loss=0.2609, pruned_loss=0.04373, over 2474486.76 frames. utt_duration=546.6 frames, utt_pad_proportion=0.057, over 18156.53 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2818, pruned_loss=0.04979, over 2456235.31 frames. utt_duration=1289 frames, utt_pad_proportion=0.0449, over 7632.16 utterances.], giga_tot_loss[loss=0.1734, simple_loss=0.2596, pruned_loss=0.04362, over 2475078.41 frames. utt_duration=500.3 frames, utt_pad_proportion=0.05909, over 19844.05 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 13:28:12,676 INFO [train.py:927] (5/8) Epoch 17, batch 10400, giga_loss[loss=0.1585, simple_loss=0.2385, pruned_loss=0.03923, over 12344.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02948, over 91.00 utterances.], tot_loss[loss=0.1715, simple_loss=0.2575, pruned_loss=0.04278, over 2474738.54 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06371, over 18825.62 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2824, pruned_loss=0.05005, over 2457086.02 frames. utt_duration=1271 frames, utt_pad_proportion=0.04918, over 7740.45 utterances.], giga_tot_loss[loss=0.17, simple_loss=0.2553, pruned_loss=0.04229, over 2475011.95 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06375, over 20416.62 utterances.], batch size: 91, lr: 2.35e-04
2022-08-31 13:29:55,180 INFO [train.py:927] (5/8) Epoch 17, batch 10450, giga_loss[loss=0.1837, simple_loss=0.2703, pruned_loss=0.04858, over 12354.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03296, over 62.00 utterances.], tot_loss[loss=0.1686, simple_loss=0.2541, pruned_loss=0.04159, over 2474168.46 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06457, over 18419.76 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05016, over 2456818.58 frames. utt_duration=1264 frames, utt_pad_proportion=0.05191, over 7783.67 utterances.], giga_tot_loss[loss=0.1666, simple_loss=0.2514, pruned_loss=0.04088, over 2475153.75 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06388, over 19996.65 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 13:31:38,328 INFO [train.py:927] (5/8) Epoch 17, batch 10500, giga_loss[loss=0.2078, simple_loss=0.3052, pruned_loss=0.05523, over 12396.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0213, over 66.00 utterances.], tot_loss[loss=0.173, simple_loss=0.2582, pruned_loss=0.04389, over 2474963.15 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06803, over 19043.86 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2827, pruned_loss=0.05016, over 2457706.71 frames. utt_duration=1256 frames, utt_pad_proportion=0.05479, over 7835.25 utterances.], giga_tot_loss[loss=0.1707, simple_loss=0.2553, pruned_loss=0.0431, over 2475417.16 frames. utt_duration=483 frames, utt_pad_proportion=0.06645, over 20561.08 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 13:33:23,125 INFO [train.py:927] (5/8) Epoch 17, batch 10550, giga_loss[loss=0.2136, simple_loss=0.3115, pruned_loss=0.05783, over 12403.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05293, over 162.00 utterances.], tot_loss[loss=0.1835, simple_loss=0.2694, pruned_loss=0.04879, over 2474610.34 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06681, over 18909.87 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2825, pruned_loss=0.05014, over 2457672.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05443, over 7815.94 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.267, pruned_loss=0.04816, over 2475157.21 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0658, over 20227.51 utterances.], batch size: 162, lr: 2.35e-04
2022-08-31 13:35:08,100 INFO [train.py:927] (5/8) Epoch 17, batch 10600, giga_loss[loss=0.1912, simple_loss=0.2927, pruned_loss=0.04486, over 12454.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03048, over 55.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2754, pruned_loss=0.05035, over 2475136.69 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06116, over 18273.77 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2828, pruned_loss=0.05026, over 2458027.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05384, over 7801.72 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2732, pruned_loss=0.04975, over 2475474.99 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06091, over 19477.21 utterances.], batch size: 55, lr: 2.35e-04
2022-08-31 13:36:53,663 INFO [train.py:927] (5/8) Epoch 17, batch 10650, giga_loss[loss=0.2399, simple_loss=0.3239, pruned_loss=0.07796, over 12409.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.279, pruned_loss=0.05165, over 2475735.06 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05924, over 18258.24 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2829, pruned_loss=0.05029, over 2458435.65 frames. utt_duration=1265 frames, utt_pad_proportion=0.05307, over 7779.92 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2771, pruned_loss=0.05115, over 2475944.15 frames. utt_duration=511.3 frames, utt_pad_proportion=0.05947, over 19424.14 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 13:38:39,973 INFO [train.py:927] (5/8) Epoch 17, batch 10700, giga_loss[loss=0.1931, simple_loss=0.2811, pruned_loss=0.05262, over 12358.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.283, pruned_loss=0.0536, over 2474986.23 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05829, over 17541.89 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2831, pruned_loss=0.05039, over 2458891.80 frames. utt_duration=1265 frames, utt_pad_proportion=0.05233, over 7782.32 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2812, pruned_loss=0.05317, over 2475038.08 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05888, over 18656.33 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 13:40:24,434 INFO [train.py:927] (5/8) Epoch 17, batch 10750, giga_loss[loss=0.17, simple_loss=0.2718, pruned_loss=0.03412, over 12444.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03142, over 75.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2863, pruned_loss=0.05446, over 2475081.65 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05737, over 17509.81 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2828, pruned_loss=0.05041, over 2458989.59 frames. utt_duration=1271 frames, utt_pad_proportion=0.05121, over 7745.32 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2851, pruned_loss=0.05418, over 2475426.42 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05836, over 18687.87 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 13:42:06,591 INFO [train.py:927] (5/8) Epoch 17, batch 10800, giga_loss[loss=0.263, simple_loss=0.3272, pruned_loss=0.09942, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.05514, over 2474652.30 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05833, over 17315.89 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05034, over 2458882.13 frames. utt_duration=1270 frames, utt_pad_proportion=0.05094, over 7751.92 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2887, pruned_loss=0.05507, over 2475393.44 frames. utt_duration=537.7 frames, utt_pad_proportion=0.05922, over 18464.92 utterances.], batch size: 259, lr: 2.35e-04
2022-08-31 13:43:51,883 INFO [train.py:927] (5/8) Epoch 17, batch 10850, giga_loss[loss=0.1924, simple_loss=0.2901, pruned_loss=0.04737, over 12395.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.0292, over 58.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.0548, over 2474790.33 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05451, over 16211.37 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.0504, over 2459440.89 frames. utt_duration=1273 frames, utt_pad_proportion=0.04981, over 7734.57 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2897, pruned_loss=0.05482, over 2475280.80 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05602, over 17397.27 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 13:45:36,499 INFO [train.py:927] (5/8) Epoch 17, batch 10900, giga_loss[loss=0.1873, simple_loss=0.2839, pruned_loss=0.04535, over 12207.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03777, over 33.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2913, pruned_loss=0.05542, over 2473769.76 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05442, over 16062.02 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2824, pruned_loss=0.05031, over 2459330.69 frames. utt_duration=1275 frames, utt_pad_proportion=0.04965, over 7725.90 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2913, pruned_loss=0.05552, over 2474302.85 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0557, over 17030.10 utterances.], batch size: 33, lr: 2.35e-04
2022-08-31 13:47:22,536 INFO [train.py:927] (5/8) Epoch 17, batch 10950, giga_loss[loss=0.2041, simple_loss=0.2916, pruned_loss=0.05833, over 12422.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03336, over 75.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2943, pruned_loss=0.05795, over 2474345.52 frames. utt_duration=627.8 frames, utt_pad_proportion=0.05145, over 15802.46 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2824, pruned_loss=0.05022, over 2459776.61 frames. utt_duration=1278 frames, utt_pad_proportion=0.04857, over 7710.18 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.05828, over 2474755.88 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05312, over 16811.00 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 13:49:08,707 INFO [train.py:927] (5/8) Epoch 17, batch 11000, giga_loss[loss=0.2184, simple_loss=0.3043, pruned_loss=0.06622, over 12320.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04827, over 26.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05971, over 2473612.16 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05516, over 15938.08 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2828, pruned_loss=0.05032, over 2460015.41 frames. utt_duration=1266 frames, utt_pad_proportion=0.05208, over 7783.71 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05996, over 2473840.90 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05504, over 16744.76 utterances.], batch size: 26, lr: 2.35e-04
2022-08-31 13:50:53,034 INFO [train.py:927] (5/8) Epoch 17, batch 11050, giga_loss[loss=0.1926, simple_loss=0.2847, pruned_loss=0.05027, over 12365.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02718, over 66.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2931, pruned_loss=0.05882, over 2473200.73 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05811, over 16401.20 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.05023, over 2460133.24 frames. utt_duration=1269 frames, utt_pad_proportion=0.05093, over 7764.78 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05943, over 2473762.97 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05841, over 17377.02 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 13:52:32,927 INFO [train.py:927] (5/8) Epoch 17, batch 11100, giga_loss[loss=0.1656, simple_loss=0.2529, pruned_loss=0.03919, over 12405.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04307, over 26.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.292, pruned_loss=0.05861, over 2472876.03 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06297, over 17353.06 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.05022, over 2460757.39 frames. utt_duration=1270 frames, utt_pad_proportion=0.05011, over 7760.91 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2927, pruned_loss=0.05934, over 2473099.56 frames. utt_duration=540 frames, utt_pad_proportion=0.06337, over 18369.32 utterances.], batch size: 26, lr: 2.35e-04
2022-08-31 13:54:16,097 INFO [train.py:927] (5/8) Epoch 17, batch 11150, giga_loss[loss=0.2025, simple_loss=0.2798, pruned_loss=0.06258, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04027, over 31.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05705, over 2473403.41 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06553, over 17384.12 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2829, pruned_loss=0.05036, over 2461262.25 frames. utt_duration=1272 frames, utt_pad_proportion=0.0488, over 7751.47 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2889, pruned_loss=0.05776, over 2473506.52 frames. utt_duration=536 frames, utt_pad_proportion=0.06636, over 18512.06 utterances.], batch size: 31, lr: 2.35e-04
2022-08-31 13:55:57,888 INFO [train.py:927] (5/8) Epoch 17, batch 11200, giga_loss[loss=0.1966, simple_loss=0.2828, pruned_loss=0.05518, over 12466.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03024, over 55.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2847, pruned_loss=0.0557, over 2473795.39 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06695, over 18287.37 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2831, pruned_loss=0.0504, over 2461000.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.04817, over 7744.82 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2851, pruned_loss=0.05635, over 2474385.45 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06787, over 19418.27 utterances.], batch size: 55, lr: 2.35e-04
2022-08-31 13:57:41,478 INFO [train.py:927] (5/8) Epoch 17, batch 11250, giga_loss[loss=0.1936, simple_loss=0.2687, pruned_loss=0.0592, over 12472.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03524, over 37.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2844, pruned_loss=0.05546, over 2473897.68 frames. utt_duration=544.1 frames, utt_pad_proportion=0.0662, over 18238.81 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05015, over 2461264.23 frames. utt_duration=1277 frames, utt_pad_proportion=0.04726, over 7720.98 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.285, pruned_loss=0.05647, over 2474702.62 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06757, over 19668.34 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 13:59:24,460 INFO [train.py:927] (5/8) Epoch 17, batch 11300, giga_loss[loss=0.1701, simple_loss=0.2598, pruned_loss=0.04022, over 12454.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03493, over 105.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2834, pruned_loss=0.05545, over 2472898.72 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06682, over 18608.06 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2831, pruned_loss=0.05029, over 2461321.50 frames. utt_duration=1276 frames, utt_pad_proportion=0.04715, over 7727.08 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2836, pruned_loss=0.05618, over 2473650.46 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06799, over 19879.71 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 14:01:08,799 INFO [train.py:927] (5/8) Epoch 17, batch 11350, giga_loss[loss=0.1747, simple_loss=0.2591, pruned_loss=0.04515, over 12378.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2801, pruned_loss=0.05401, over 2473465.04 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06116, over 17871.64 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2835, pruned_loss=0.05033, over 2461416.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.04696, over 7722.44 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2799, pruned_loss=0.05457, over 2474018.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06252, over 18918.40 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 14:02:50,334 INFO [train.py:927] (5/8) Epoch 17, batch 11400, giga_loss[loss=0.1931, simple_loss=0.2757, pruned_loss=0.05527, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03173, over 97.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2769, pruned_loss=0.05288, over 2473271.16 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06316, over 17583.06 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.05004, over 2461814.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.0461, over 7690.88 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2772, pruned_loss=0.05369, over 2473720.42 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06467, over 18763.94 utterances.], batch size: 97, lr: 2.35e-04
2022-08-31 14:04:33,712 INFO [train.py:927] (5/8) Epoch 17, batch 11450, giga_loss[loss=0.1601, simple_loss=0.2446, pruned_loss=0.03782, over 12349.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03366, over 62.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2742, pruned_loss=0.0522, over 2473737.77 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06142, over 17425.32 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2829, pruned_loss=0.05009, over 2461949.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.04576, over 7693.88 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2742, pruned_loss=0.05284, over 2474201.97 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06301, over 18546.41 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 14:06:15,864 INFO [train.py:927] (5/8) Epoch 17, batch 11500, giga_loss[loss=0.203, simple_loss=0.2842, pruned_loss=0.06088, over 12390.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06911, over 211.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2723, pruned_loss=0.05137, over 2473403.02 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05898, over 16969.15 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2829, pruned_loss=0.04996, over 2462175.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.04585, over 7718.99 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.272, pruned_loss=0.05205, over 2473903.75 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06054, over 18111.08 utterances.], batch size: 211, lr: 2.35e-04
2022-08-31 14:08:02,432 INFO [train.py:927] (5/8) Epoch 17, batch 11550, giga_loss[loss=0.1998, simple_loss=0.2881, pruned_loss=0.05577, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2741, pruned_loss=0.05289, over 2472723.69 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06038, over 17282.19 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.283, pruned_loss=0.05006, over 2462179.47 frames. utt_duration=1278 frames, utt_pad_proportion=0.04537, over 7716.21 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2737, pruned_loss=0.05336, over 2473249.95 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06178, over 18307.45 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 14:09:48,134 INFO [train.py:927] (5/8) Epoch 17, batch 11600, giga_loss[loss=0.2339, simple_loss=0.3172, pruned_loss=0.07528, over 12423.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03829, over 133.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2779, pruned_loss=0.05474, over 2473501.88 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06199, over 17257.69 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.0501, over 2462589.34 frames. utt_duration=1281 frames, utt_pad_proportion=0.04468, over 7697.50 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2775, pruned_loss=0.05515, over 2473793.42 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0634, over 18301.36 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 14:11:32,636 INFO [train.py:927] (5/8) Epoch 17, batch 11650, giga_loss[loss=0.1779, simple_loss=0.2722, pruned_loss=0.04181, over 12255.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2829, pruned_loss=0.05726, over 2473212.06 frames. utt_duration=552.2 frames, utt_pad_proportion=0.07018, over 17963.77 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2826, pruned_loss=0.05004, over 2462603.14 frames. utt_duration=1282 frames, utt_pad_proportion=0.04446, over 7690.42 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2826, pruned_loss=0.05786, over 2473805.98 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07121, over 19170.11 utterances.], batch size: 28, lr: 2.35e-04
2022-08-31 14:13:16,910 INFO [train.py:927] (5/8) Epoch 17, batch 11700, giga_loss[loss=0.22, simple_loss=0.3087, pruned_loss=0.06565, over 12423.00 frames. utt_duration=858.3 frames, utt_pad_proportion=0.0269, over 58.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2873, pruned_loss=0.05861, over 2473059.02 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06643, over 17884.63 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2819, pruned_loss=0.04977, over 2462552.71 frames. utt_duration=1290 frames, utt_pad_proportion=0.04386, over 7646.31 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2878, pruned_loss=0.05956, over 2473877.23 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06788, over 19171.05 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 14:15:02,911 INFO [train.py:927] (5/8) Epoch 17, batch 11750, giga_loss[loss=0.2057, simple_loss=0.2913, pruned_loss=0.06009, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02617, over 48.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2909, pruned_loss=0.05951, over 2473500.63 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06308, over 18308.87 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04993, over 2462703.95 frames. utt_duration=1290 frames, utt_pad_proportion=0.04368, over 7647.08 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2911, pruned_loss=0.06015, over 2474048.31 frames. utt_duration=512.5 frames, utt_pad_proportion=0.0645, over 19366.22 utterances.], batch size: 48, lr: 2.35e-04
2022-08-31 14:16:44,955 INFO [train.py:927] (5/8) Epoch 17, batch 11800, giga_loss[loss=0.1857, simple_loss=0.2765, pruned_loss=0.04749, over 12336.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02838, over 66.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2897, pruned_loss=0.0576, over 2473654.44 frames. utt_duration=547 frames, utt_pad_proportion=0.06048, over 18138.82 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2824, pruned_loss=0.05002, over 2462869.15 frames. utt_duration=1291 frames, utt_pad_proportion=0.04299, over 7637.21 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2898, pruned_loss=0.05817, over 2474149.01 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06211, over 19181.42 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 14:18:31,933 INFO [train.py:927] (5/8) Epoch 17, batch 11850, giga_loss[loss=0.2288, simple_loss=0.3221, pruned_loss=0.06769, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2918, pruned_loss=0.05805, over 2474551.21 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06328, over 18825.68 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2824, pruned_loss=0.05002, over 2462869.15 frames. utt_duration=1291 frames, utt_pad_proportion=0.04299, over 7637.21 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2919, pruned_loss=0.05849, over 2474936.13 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06441, over 19637.15 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 14:20:18,148 INFO [train.py:927] (5/8) Epoch 17, batch 11900, giga_loss[loss=0.2292, simple_loss=0.3144, pruned_loss=0.07202, over 12348.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03089, over 85.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2934, pruned_loss=0.05936, over 2473619.16 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05868, over 18076.45 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2821, pruned_loss=0.04996, over 2462864.96 frames. utt_duration=1295 frames, utt_pad_proportion=0.04238, over 7613.69 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2939, pruned_loss=0.05991, over 2474123.75 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06013, over 18929.02 utterances.], batch size: 85, lr: 2.35e-04
2022-08-31 14:22:02,711 INFO [train.py:927] (5/8) Epoch 17, batch 11950, giga_loss[loss=0.2019, simple_loss=0.2959, pruned_loss=0.0539, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03939, over 31.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2943, pruned_loss=0.06011, over 2473730.65 frames. utt_duration=564 frames, utt_pad_proportion=0.05572, over 17590.02 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2824, pruned_loss=0.04996, over 2463059.28 frames. utt_duration=1296 frames, utt_pad_proportion=0.04201, over 7611.55 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2946, pruned_loss=0.06068, over 2474090.97 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05724, over 18405.43 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 14:23:49,476 INFO [train.py:927] (5/8) Epoch 17, batch 12000, giga_loss[loss=0.2379, simple_loss=0.328, pruned_loss=0.07392, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03144, over 51.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2963, pruned_loss=0.06107, over 2472502.26 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05735, over 17749.76 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2825, pruned_loss=0.05002, over 2462687.49 frames. utt_duration=1299 frames, utt_pad_proportion=0.04129, over 7594.52 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2967, pruned_loss=0.06172, over 2473368.76 frames. utt_duration=532.2 frames, utt_pad_proportion=0.05884, over 18640.41 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 14:23:49,477 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 14:24:05,603 INFO [train.py:967] (5/8) 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] (5/8) Epoch 17, batch 12050, giga_loss[loss=0.1826, simple_loss=0.2719, pruned_loss=0.04662, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03856, over 28.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.298, pruned_loss=0.0615, over 2472030.41 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05652, over 17223.32 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2825, pruned_loss=0.05013, over 2462567.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.04524, over 7658.06 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2989, pruned_loss=0.06237, over 2473244.14 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05638, over 18287.88 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 14:27:31,125 INFO [train.py:927] (5/8) Epoch 17, batch 12100, giga_loss[loss=0.2183, simple_loss=0.308, pruned_loss=0.06425, over 12344.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04239, over 113.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2967, pruned_loss=0.06168, over 2471598.65 frames. utt_duration=562 frames, utt_pad_proportion=0.06113, over 17638.95 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2819, pruned_loss=0.05006, over 2462391.89 frames. utt_duration=1289 frames, utt_pad_proportion=0.04532, over 7651.50 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2985, pruned_loss=0.06291, over 2473130.88 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06096, over 18906.89 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 14:29:15,997 INFO [train.py:927] (5/8) Epoch 17, batch 12150, giga_loss[loss=0.1918, simple_loss=0.2792, pruned_loss=0.05223, over 12464.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03008, over 75.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06151, over 2471627.59 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05929, over 16824.94 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2822, pruned_loss=0.0502, over 2462408.35 frames. utt_duration=1286 frames, utt_pad_proportion=0.04517, over 7666.96 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2973, pruned_loss=0.06268, over 2473101.87 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05951, over 18089.71 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 14:30:56,196 INFO [train.py:927] (5/8) Epoch 17, batch 12200, libri_loss[loss=0.1771, simple_loss=0.2678, pruned_loss=0.0432, over 12139.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005546, over 32.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2955, pruned_loss=0.06186, over 2471025.64 frames. utt_duration=623.2 frames, utt_pad_proportion=0.05491, over 15899.25 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2819, pruned_loss=0.05013, over 2462280.49 frames. utt_duration=1290 frames, utt_pad_proportion=0.04412, over 7641.75 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2976, pruned_loss=0.06324, over 2472650.38 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05597, over 17220.57 utterances.], batch size: 32, lr: 2.34e-04
2022-08-31 14:32:42,580 INFO [train.py:927] (5/8) Epoch 17, batch 12250, giga_loss[loss=0.1896, simple_loss=0.2847, pruned_loss=0.04723, over 12354.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03243, over 58.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.296, pruned_loss=0.0621, over 2471426.23 frames. utt_duration=628 frames, utt_pad_proportion=0.05888, over 15778.54 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2821, pruned_loss=0.05039, over 2462572.21 frames. utt_duration=1291 frames, utt_pad_proportion=0.04363, over 7638.99 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2977, pruned_loss=0.06321, over 2472643.07 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05979, over 17015.05 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 14:34:24,691 INFO [train.py:927] (5/8) Epoch 17, batch 12300, giga_loss[loss=0.2168, simple_loss=0.2978, pruned_loss=0.06791, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02818, over 45.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2953, pruned_loss=0.06167, over 2471504.94 frames. utt_duration=632.1 frames, utt_pad_proportion=0.05512, over 15675.89 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2817, pruned_loss=0.05026, over 2462781.05 frames. utt_duration=1295 frames, utt_pad_proportion=0.04303, over 7614.45 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2972, pruned_loss=0.06286, over 2472453.25 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05643, over 16820.48 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 14:36:10,577 INFO [train.py:927] (5/8) Epoch 17, batch 12350, giga_loss[loss=0.1925, simple_loss=0.276, pruned_loss=0.05446, over 12323.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03444, over 58.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2932, pruned_loss=0.06118, over 2472642.00 frames. utt_duration=609.2 frames, utt_pad_proportion=0.06198, over 16274.07 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2819, pruned_loss=0.05029, over 2462665.08 frames. utt_duration=1297 frames, utt_pad_proportion=0.04272, over 7604.33 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2947, pruned_loss=0.0622, over 2473597.76 frames. utt_duration=574.7 frames, utt_pad_proportion=0.0628, over 17262.16 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 14:37:51,969 INFO [train.py:927] (5/8) Epoch 17, batch 12400, giga_loss[loss=0.1756, simple_loss=0.2668, pruned_loss=0.0422, over 12345.00 frames. utt_duration=669 frames, utt_pad_proportion=0.02624, over 74.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.291, pruned_loss=0.06019, over 2472367.39 frames. utt_duration=642.4 frames, utt_pad_proportion=0.06347, over 15431.49 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05072, over 2463009.60 frames. utt_duration=1283 frames, utt_pad_proportion=0.04683, over 7687.71 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.292, pruned_loss=0.06094, over 2473144.09 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06258, over 16409.48 utterances.], batch size: 74, lr: 2.34e-04
2022-08-31 14:39:34,008 INFO [train.py:927] (5/8) Epoch 17, batch 12450, giga_loss[loss=0.1881, simple_loss=0.2711, pruned_loss=0.05256, over 12320.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03478, over 58.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2882, pruned_loss=0.0594, over 2472789.03 frames. utt_duration=618.7 frames, utt_pad_proportion=0.06656, over 16025.10 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05079, over 2463162.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.04634, over 7680.44 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2892, pruned_loss=0.06006, over 2473394.57 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06601, over 16906.17 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 14:41:15,011 INFO [train.py:927] (5/8) Epoch 17, batch 12500, giga_loss[loss=0.1701, simple_loss=0.2593, pruned_loss=0.0404, over 12379.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02458, over 66.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2848, pruned_loss=0.05795, over 2472548.08 frames. utt_duration=618.9 frames, utt_pad_proportion=0.062, over 16018.60 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05086, over 2463270.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.04619, over 7682.04 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2855, pruned_loss=0.05843, over 2472969.24 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06185, over 16743.42 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 14:43:00,899 INFO [train.py:927] (5/8) Epoch 17, batch 12550, giga_loss[loss=0.1835, simple_loss=0.2828, pruned_loss=0.04205, over 12377.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02815, over 66.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2825, pruned_loss=0.05626, over 2472053.66 frames. utt_duration=635.8 frames, utt_pad_proportion=0.0599, over 15589.60 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2826, pruned_loss=0.05094, over 2463578.36 frames. utt_duration=1285 frames, utt_pad_proportion=0.04563, over 7675.84 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2829, pruned_loss=0.05666, over 2472247.15 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06016, over 16271.42 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 14:44:42,878 INFO [train.py:927] (5/8) Epoch 17, batch 12600, libri_loss[loss=0.1785, simple_loss=0.2694, pruned_loss=0.04382, over 12286.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007065, over 37.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2845, pruned_loss=0.05674, over 2472241.10 frames. utt_duration=613.8 frames, utt_pad_proportion=0.05685, over 16151.06 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05112, over 2463779.04 frames. utt_duration=1287 frames, utt_pad_proportion=0.04462, over 7666.62 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2848, pruned_loss=0.05706, over 2472459.36 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05777, over 16956.98 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 14:46:22,963 INFO [train.py:927] (5/8) Epoch 17, batch 12650, libri_loss[loss=0.2244, simple_loss=0.3042, pruned_loss=0.07231, over 12116.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007326, over 32.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2851, pruned_loss=0.05648, over 2472243.90 frames. utt_duration=581 frames, utt_pad_proportion=0.05868, over 17065.32 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2827, pruned_loss=0.05139, over 2463344.65 frames. utt_duration=1291 frames, utt_pad_proportion=0.04347, over 7641.57 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2854, pruned_loss=0.05665, over 2473096.20 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05997, over 18017.79 utterances.], batch size: 32, lr: 2.34e-04
2022-08-31 14:48:07,169 INFO [train.py:927] (5/8) Epoch 17, batch 12700, libri_loss[loss=0.23, simple_loss=0.3152, pruned_loss=0.07242, over 12471.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008593, over 39.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2855, pruned_loss=0.05612, over 2473578.57 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05899, over 17928.14 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2831, pruned_loss=0.05177, over 2463477.28 frames. utt_duration=1292 frames, utt_pad_proportion=0.04279, over 7633.82 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2854, pruned_loss=0.056, over 2474288.74 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06029, over 18858.83 utterances.], batch size: 39, lr: 2.34e-04
2022-08-31 14:49:47,813 INFO [train.py:927] (5/8) Epoch 17, batch 12750, giga_loss[loss=0.2322, simple_loss=0.3133, pruned_loss=0.07562, over 12408.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07246, over 212.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2859, pruned_loss=0.05633, over 2473493.50 frames. utt_duration=548.3 frames, utt_pad_proportion=0.0629, over 18094.74 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2838, pruned_loss=0.05224, over 2463521.30 frames. utt_duration=1283 frames, utt_pad_proportion=0.04663, over 7691.79 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2853, pruned_loss=0.05596, over 2474360.51 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06262, over 19103.31 utterances.], batch size: 212, lr: 2.34e-04
2022-08-31 14:51:27,839 INFO [train.py:927] (5/8) Epoch 17, batch 12800, giga_loss[loss=0.2347, simple_loss=0.3204, pruned_loss=0.07444, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04145, over 133.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2865, pruned_loss=0.05621, over 2473481.78 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05792, over 17298.86 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2838, pruned_loss=0.05242, over 2463523.50 frames. utt_duration=1285 frames, utt_pad_proportion=0.04582, over 7679.57 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2861, pruned_loss=0.05584, over 2474419.00 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05836, over 18342.97 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 14:53:08,757 INFO [train.py:927] (5/8) Epoch 17, batch 12850, giga_loss[loss=0.1993, simple_loss=0.2913, pruned_loss=0.05367, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03752, over 113.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2889, pruned_loss=0.05707, over 2473407.51 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06577, over 17943.27 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2842, pruned_loss=0.05278, over 2463642.08 frames. utt_duration=1273 frames, utt_pad_proportion=0.05035, over 7753.26 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2883, pruned_loss=0.05653, over 2474224.39 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06419, over 18893.90 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 14:54:51,024 INFO [train.py:927] (5/8) Epoch 17, batch 12900, giga_loss[loss=0.1954, simple_loss=0.2847, pruned_loss=0.05307, over 12150.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04009, over 33.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2897, pruned_loss=0.05724, over 2473428.84 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0661, over 17659.85 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05276, over 2463597.87 frames. utt_duration=1274 frames, utt_pad_proportion=0.05017, over 7746.49 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2893, pruned_loss=0.05684, over 2474151.68 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06491, over 18454.76 utterances.], batch size: 33, lr: 2.34e-04
2022-08-31 14:56:30,591 INFO [train.py:927] (5/8) Epoch 17, batch 12950, giga_loss[loss=0.2077, simple_loss=0.2906, pruned_loss=0.06236, over 12435.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03729, over 133.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2883, pruned_loss=0.05668, over 2473298.39 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06331, over 16911.04 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2842, pruned_loss=0.05298, over 2463818.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.04962, over 7736.40 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.288, pruned_loss=0.05624, over 2473804.05 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06272, over 17666.97 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 14:58:11,432 INFO [train.py:927] (5/8) Epoch 17, batch 13000, giga_loss[loss=0.1733, simple_loss=0.2555, pruned_loss=0.04554, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03899, over 40.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2852, pruned_loss=0.05541, over 2473452.11 frames. utt_duration=598 frames, utt_pad_proportion=0.0633, over 16585.34 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.284, pruned_loss=0.053, over 2463875.07 frames. utt_duration=1280 frames, utt_pad_proportion=0.04903, over 7710.76 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2852, pruned_loss=0.0551, over 2473988.36 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06313, over 17372.27 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 14:59:52,169 INFO [train.py:927] (5/8) Epoch 17, batch 13050, giga_loss[loss=0.171, simple_loss=0.2573, pruned_loss=0.04236, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03476, over 62.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2867, pruned_loss=0.05504, over 2472770.52 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05864, over 17001.56 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2841, pruned_loss=0.05305, over 2463691.70 frames. utt_duration=1281 frames, utt_pad_proportion=0.04885, over 7704.20 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2866, pruned_loss=0.05476, over 2473377.75 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05876, over 17658.31 utterances.], batch size: 62, lr: 2.34e-04
2022-08-31 15:01:32,814 INFO [train.py:927] (5/8) Epoch 17, batch 13100, giga_loss[loss=0.178, simple_loss=0.2587, pruned_loss=0.04863, over 12376.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04977, over 34.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2868, pruned_loss=0.05542, over 2473002.09 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05558, over 17348.46 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2843, pruned_loss=0.05333, over 2463517.72 frames. utt_duration=1282 frames, utt_pad_proportion=0.04845, over 7695.61 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2866, pruned_loss=0.055, over 2473749.40 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05597, over 17994.98 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 15:03:14,675 INFO [train.py:927] (5/8) Epoch 17, batch 13150, giga_loss[loss=0.1862, simple_loss=0.2714, pruned_loss=0.0505, over 12391.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02666, over 66.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2847, pruned_loss=0.05523, over 2473460.67 frames. utt_duration=561.1 frames, utt_pad_proportion=0.0557, over 17681.13 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2844, pruned_loss=0.05342, over 2463691.71 frames. utt_duration=1286 frames, utt_pad_proportion=0.04747, over 7671.01 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2845, pruned_loss=0.05487, over 2474174.18 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05641, over 18467.12 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 15:04:56,068 INFO [train.py:927] (5/8) Epoch 17, batch 13200, giga_loss[loss=0.183, simple_loss=0.2733, pruned_loss=0.04637, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02911, over 55.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2829, pruned_loss=0.05482, over 2473085.02 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05297, over 17258.47 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2845, pruned_loss=0.05354, over 2463635.72 frames. utt_duration=1289 frames, utt_pad_proportion=0.04685, over 7654.71 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2827, pruned_loss=0.05445, over 2473863.75 frames. utt_duration=549 frames, utt_pad_proportion=0.05393, over 18072.52 utterances.], batch size: 55, lr: 2.34e-04
2022-08-31 15:06:35,503 INFO [train.py:927] (5/8) Epoch 17, batch 13250, libri_loss[loss=0.1822, simple_loss=0.2631, pruned_loss=0.0506, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01181, over 28.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2791, pruned_loss=0.05385, over 2472399.54 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05017, over 16335.15 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2839, pruned_loss=0.05359, over 2463675.21 frames. utt_duration=1297 frames, utt_pad_proportion=0.04519, over 7603.95 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2794, pruned_loss=0.05355, over 2473427.73 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05187, over 17457.18 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 15:08:16,086 INFO [train.py:927] (5/8) Epoch 17, batch 13300, giga_loss[loss=0.1543, simple_loss=0.2378, pruned_loss=0.03541, over 12367.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2758, pruned_loss=0.05272, over 2473358.52 frames. utt_duration=631.2 frames, utt_pad_proportion=0.04747, over 15710.59 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2838, pruned_loss=0.05383, over 2463749.75 frames. utt_duration=1302 frames, utt_pad_proportion=0.0442, over 7577.12 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.276, pruned_loss=0.05225, over 2474343.02 frames. utt_duration=588.4 frames, utt_pad_proportion=0.04948, over 16863.04 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:09:56,412 INFO [train.py:927] (5/8) Epoch 17, batch 13350, giga_loss[loss=0.1974, simple_loss=0.2909, pruned_loss=0.052, over 12399.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03968, over 133.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2788, pruned_loss=0.05378, over 2473058.62 frames. utt_duration=618 frames, utt_pad_proportion=0.04823, over 16045.34 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2843, pruned_loss=0.05405, over 2463961.13 frames. utt_duration=1304 frames, utt_pad_proportion=0.04384, over 7566.45 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2783, pruned_loss=0.05321, over 2473771.39 frames. utt_duration=580.5 frames, utt_pad_proportion=0.04993, over 17090.25 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 15:11:36,999 INFO [train.py:927] (5/8) Epoch 17, batch 13400, giga_loss[loss=0.1745, simple_loss=0.2725, pruned_loss=0.03823, over 12327.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02791, over 74.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2822, pruned_loss=0.05518, over 2473292.18 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05129, over 16469.72 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2846, pruned_loss=0.05424, over 2464050.03 frames. utt_duration=1304 frames, utt_pad_proportion=0.04353, over 7566.06 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2815, pruned_loss=0.05456, over 2473963.14 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05263, over 17449.86 utterances.], batch size: 74, lr: 2.34e-04
2022-08-31 15:13:16,918 INFO [train.py:927] (5/8) Epoch 17, batch 13450, giga_loss[loss=0.2154, simple_loss=0.3017, pruned_loss=0.06449, over 12370.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03416, over 104.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.285, pruned_loss=0.05686, over 2473726.37 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05356, over 16586.35 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2846, pruned_loss=0.05461, over 2464076.12 frames. utt_duration=1296 frames, utt_pad_proportion=0.04776, over 7615.61 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2844, pruned_loss=0.05608, over 2474601.18 frames. utt_duration=562 frames, utt_pad_proportion=0.05293, over 17660.17 utterances.], batch size: 104, lr: 2.34e-04
2022-08-31 15:15:02,533 INFO [train.py:927] (5/8) Epoch 17, batch 13500, giga_loss[loss=0.1777, simple_loss=0.2787, pruned_loss=0.03833, over 12419.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03358, over 75.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2901, pruned_loss=0.05979, over 2474289.55 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05603, over 16921.82 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.285, pruned_loss=0.05484, over 2464269.33 frames. utt_duration=1291 frames, utt_pad_proportion=0.04799, over 7641.30 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2893, pruned_loss=0.05902, over 2474985.06 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05537, over 17914.80 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 15:16:47,927 INFO [train.py:927] (5/8) Epoch 17, batch 13550, giga_loss[loss=0.3428, simple_loss=0.3822, pruned_loss=0.1518, over 12368.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1119, over 260.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.06495, over 2474126.02 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06102, over 18297.25 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2847, pruned_loss=0.05483, over 2464282.56 frames. utt_duration=1296 frames, utt_pad_proportion=0.04734, over 7613.73 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2973, pruned_loss=0.06451, over 2474863.81 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06062, over 19303.29 utterances.], batch size: 260, lr: 2.34e-04
2022-08-31 15:18:33,434 INFO [train.py:927] (5/8) Epoch 17, batch 13600, libri_loss[loss=0.2362, simple_loss=0.3133, pruned_loss=0.07958, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01413, over 40.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3032, pruned_loss=0.06888, over 2474645.63 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06222, over 18916.32 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2849, pruned_loss=0.05517, over 2464343.44 frames. utt_duration=1299 frames, utt_pad_proportion=0.04632, over 7599.42 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3035, pruned_loss=0.06864, over 2475550.87 frames. utt_duration=493 frames, utt_pad_proportion=0.06246, over 20147.18 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 15:20:20,729 INFO [train.py:927] (5/8) Epoch 17, batch 13650, giga_loss[loss=0.2565, simple_loss=0.3302, pruned_loss=0.09139, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3078, pruned_loss=0.07252, over 2475241.20 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06359, over 19698.27 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2848, pruned_loss=0.05522, over 2464529.50 frames. utt_duration=1298 frames, utt_pad_proportion=0.04629, over 7601.44 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3087, pruned_loss=0.07274, over 2476086.56 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06387, over 21019.48 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 15:22:08,597 INFO [train.py:927] (5/8) Epoch 17, batch 13700, giga_loss[loss=0.3007, simple_loss=0.3584, pruned_loss=0.1215, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0433, over 146.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3111, pruned_loss=0.07557, over 2474942.60 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06047, over 19569.51 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2849, pruned_loss=0.05538, over 2464714.99 frames. utt_duration=1297 frames, utt_pad_proportion=0.04644, over 7609.88 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3126, pruned_loss=0.07624, over 2475841.58 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06107, over 21060.60 utterances.], batch size: 146, lr: 2.34e-04
2022-08-31 15:23:58,435 INFO [train.py:927] (5/8) Epoch 17, batch 13750, giga_loss[loss=0.291, simple_loss=0.3591, pruned_loss=0.1115, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06896, over 212.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3154, pruned_loss=0.0791, over 2476058.56 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07009, over 20854.37 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2846, pruned_loss=0.05528, over 2465027.37 frames. utt_duration=1300 frames, utt_pad_proportion=0.04596, over 7590.83 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3172, pruned_loss=0.08004, over 2476635.36 frames. utt_duration=447.3 frames, utt_pad_proportion=0.0702, over 22220.93 utterances.], batch size: 212, lr: 2.34e-04
2022-08-31 15:25:44,974 INFO [train.py:927] (5/8) Epoch 17, batch 13800, giga_loss[loss=0.2285, simple_loss=0.3104, pruned_loss=0.07333, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3164, pruned_loss=0.08086, over 2476283.37 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07488, over 21749.49 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2849, pruned_loss=0.05544, over 2464970.13 frames. utt_duration=1297 frames, utt_pad_proportion=0.04637, over 7611.72 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.318, pruned_loss=0.08176, over 2476927.93 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07473, over 22980.32 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 15:27:30,175 INFO [train.py:927] (5/8) Epoch 17, batch 13850, giga_loss[loss=0.2721, simple_loss=0.3432, pruned_loss=0.1005, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05292, over 162.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3171, pruned_loss=0.0809, over 2476006.34 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07395, over 21540.61 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2846, pruned_loss=0.05546, over 2465060.38 frames. utt_duration=1303 frames, utt_pad_proportion=0.04521, over 7576.94 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3196, pruned_loss=0.08238, over 2476768.91 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07446, over 22994.64 utterances.], batch size: 162, lr: 2.34e-04
2022-08-31 15:29:14,581 INFO [train.py:927] (5/8) Epoch 17, batch 13900, giga_loss[loss=0.2017, simple_loss=0.2934, pruned_loss=0.05501, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.318, pruned_loss=0.08139, over 2475748.98 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08241, over 22760.95 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2848, pruned_loss=0.05568, over 2465236.09 frames. utt_duration=1304 frames, utt_pad_proportion=0.04468, over 7572.44 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3204, pruned_loss=0.08282, over 2476383.93 frames. utt_duration=411.2 frames, utt_pad_proportion=0.08266, over 24172.90 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 15:31:02,839 INFO [train.py:927] (5/8) Epoch 17, batch 13950, giga_loss[loss=0.2383, simple_loss=0.3233, pruned_loss=0.07662, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03712, over 113.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3144, pruned_loss=0.07696, over 2473856.60 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07743, over 21060.37 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2846, pruned_loss=0.05576, over 2464950.82 frames. utt_duration=1308 frames, utt_pad_proportion=0.04385, over 7548.40 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3172, pruned_loss=0.07858, over 2474861.33 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07839, over 22529.56 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 15:32:49,640 INFO [train.py:927] (5/8) Epoch 17, batch 14000, libri_loss[loss=0.2506, simple_loss=0.3225, pruned_loss=0.08935, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007657, over 37.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3124, pruned_loss=0.07533, over 2474140.15 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07775, over 20861.96 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2853, pruned_loss=0.05637, over 2464937.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.04316, over 7544.47 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3145, pruned_loss=0.07641, over 2475082.73 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07891, over 22275.85 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 15:34:33,858 INFO [train.py:927] (5/8) Epoch 17, batch 14050, giga_loss[loss=0.2492, simple_loss=0.328, pruned_loss=0.08523, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05066, over 162.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3114, pruned_loss=0.07491, over 2474357.84 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07286, over 20940.97 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.285, pruned_loss=0.0564, over 2464676.59 frames. utt_duration=1313 frames, utt_pad_proportion=0.04239, over 7517.15 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3139, pruned_loss=0.07614, over 2475542.10 frames. utt_duration=444 frames, utt_pad_proportion=0.07451, over 22376.60 utterances.], batch size: 162, lr: 2.34e-04
2022-08-31 15:36:28,188 INFO [train.py:927] (5/8) Epoch 17, batch 14100, giga_loss[loss=0.24, simple_loss=0.3284, pruned_loss=0.07584, over 12425.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04853, over 147.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3118, pruned_loss=0.07479, over 2474307.66 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07618, over 20800.03 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2856, pruned_loss=0.05702, over 2464672.60 frames. utt_duration=1289 frames, utt_pad_proportion=0.05136, over 7656.20 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3136, pruned_loss=0.07552, over 2475422.10 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07471, over 22049.10 utterances.], batch size: 147, lr: 2.34e-04
2022-08-31 15:38:13,776 INFO [train.py:927] (5/8) Epoch 17, batch 14150, giga_loss[loss=0.2126, simple_loss=0.2926, pruned_loss=0.06634, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3125, pruned_loss=0.07377, over 2474053.77 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08047, over 21462.23 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2852, pruned_loss=0.05683, over 2464731.91 frames. utt_duration=1292 frames, utt_pad_proportion=0.05113, over 7636.70 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3145, pruned_loss=0.07464, over 2474955.77 frames. utt_duration=440 frames, utt_pad_proportion=0.07926, over 22571.91 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 15:40:00,170 INFO [train.py:927] (5/8) Epoch 17, batch 14200, giga_loss[loss=0.3104, simple_loss=0.3678, pruned_loss=0.1266, over 12349.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 258.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3132, pruned_loss=0.0745, over 2474765.37 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07613, over 21890.96 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2853, pruned_loss=0.05692, over 2465314.88 frames. utt_duration=1296 frames, utt_pad_proportion=0.05012, over 7616.98 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3154, pruned_loss=0.0755, over 2475172.44 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07587, over 23113.65 utterances.], batch size: 258, lr: 2.34e-04
2022-08-31 15:41:52,885 INFO [train.py:927] (5/8) Epoch 17, batch 14250, giga_loss[loss=0.2077, simple_loss=0.2859, pruned_loss=0.06471, over 12364.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.02886, over 51.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3113, pruned_loss=0.07427, over 2474345.23 frames. utt_duration=463.1 frames, utt_pad_proportion=0.0747, over 21439.04 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05736, over 2465394.78 frames. utt_duration=1298 frames, utt_pad_proportion=0.04933, over 7605.73 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3132, pruned_loss=0.07501, over 2474745.86 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07494, over 22671.55 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:43:41,119 INFO [train.py:927] (5/8) Epoch 17, batch 14300, libri_loss[loss=0.1694, simple_loss=0.2574, pruned_loss=0.04067, over 12230.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.00609, over 31.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3086, pruned_loss=0.07257, over 2473564.27 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06943, over 19868.16 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2854, pruned_loss=0.05732, over 2465727.53 frames. utt_duration=1297 frames, utt_pad_proportion=0.04836, over 7611.53 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3116, pruned_loss=0.074, over 2474001.67 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07071, over 21512.82 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 15:45:26,977 INFO [train.py:927] (5/8) Epoch 17, batch 14350, libri_loss[loss=0.2345, simple_loss=0.306, pruned_loss=0.08155, over 12478.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006324, over 37.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3085, pruned_loss=0.07215, over 2474096.96 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06714, over 19695.38 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2857, pruned_loss=0.05763, over 2465844.43 frames. utt_duration=1285 frames, utt_pad_proportion=0.05293, over 7687.01 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3109, pruned_loss=0.07319, over 2474429.82 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06695, over 21093.24 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 15:47:13,322 INFO [train.py:927] (5/8) Epoch 17, batch 14400, giga_loss[loss=0.2104, simple_loss=0.2973, pruned_loss=0.0617, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03666, over 113.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3074, pruned_loss=0.07117, over 2474391.56 frames. utt_duration=518 frames, utt_pad_proportion=0.06266, over 19159.65 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2861, pruned_loss=0.05781, over 2465970.46 frames. utt_duration=1284 frames, utt_pad_proportion=0.05238, over 7691.14 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3095, pruned_loss=0.07223, over 2474769.54 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06311, over 20596.37 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 15:48:58,011 INFO [train.py:927] (5/8) Epoch 17, batch 14450, giga_loss[loss=0.1973, simple_loss=0.2738, pruned_loss=0.06041, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02665, over 45.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3054, pruned_loss=0.07086, over 2474237.06 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06835, over 19994.00 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.286, pruned_loss=0.058, over 2465972.62 frames. utt_duration=1291 frames, utt_pad_proportion=0.05114, over 7650.52 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3079, pruned_loss=0.07197, over 2474800.87 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0689, over 21571.37 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 15:50:45,697 INFO [train.py:927] (5/8) Epoch 17, batch 14500, giga_loss[loss=0.2375, simple_loss=0.3086, pruned_loss=0.08323, over 12455.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03372, over 86.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3044, pruned_loss=0.07106, over 2474397.59 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07065, over 20191.78 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2862, pruned_loss=0.05827, over 2465896.63 frames. utt_duration=1278 frames, utt_pad_proportion=0.05549, over 7729.63 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3066, pruned_loss=0.07191, over 2475042.92 frames. utt_duration=460.2 frames, utt_pad_proportion=0.06965, over 21580.92 utterances.], batch size: 86, lr: 2.34e-04
2022-08-31 15:52:31,550 INFO [train.py:927] (5/8) Epoch 17, batch 14550, giga_loss[loss=0.2116, simple_loss=0.2941, pruned_loss=0.06455, over 12360.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03161, over 97.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3038, pruned_loss=0.07074, over 2474338.80 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07018, over 19872.86 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2866, pruned_loss=0.05862, over 2465852.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.06032, over 7828.32 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3054, pruned_loss=0.07132, over 2475026.33 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06804, over 21103.61 utterances.], batch size: 97, lr: 2.34e-04
2022-08-31 15:54:15,073 INFO [train.py:927] (5/8) Epoch 17, batch 14600, giga_loss[loss=0.1903, simple_loss=0.2908, pruned_loss=0.04495, over 12454.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03235, over 105.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3045, pruned_loss=0.07044, over 2473234.82 frames. utt_duration=494 frames, utt_pad_proportion=0.0747, over 20083.60 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2866, pruned_loss=0.0587, over 2466084.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05987, over 7816.05 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3059, pruned_loss=0.07093, over 2473655.81 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07297, over 21157.85 utterances.], batch size: 105, lr: 2.34e-04
2022-08-31 15:56:00,531 INFO [train.py:927] (5/8) Epoch 17, batch 14650, giga_loss[loss=0.2236, simple_loss=0.3126, pruned_loss=0.06729, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02736, over 66.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3037, pruned_loss=0.06975, over 2473583.64 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07426, over 20020.43 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2861, pruned_loss=0.05849, over 2465731.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.0587, over 7772.21 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3057, pruned_loss=0.07063, over 2474455.16 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07336, over 21249.95 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 15:57:44,947 INFO [train.py:927] (5/8) Epoch 17, batch 14700, giga_loss[loss=0.2002, simple_loss=0.286, pruned_loss=0.05723, over 12395.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02893, over 62.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3057, pruned_loss=0.0715, over 2474020.18 frames. utt_duration=481 frames, utt_pad_proportion=0.07746, over 20635.25 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2863, pruned_loss=0.05859, over 2465639.54 frames. utt_duration=1272 frames, utt_pad_proportion=0.05824, over 7763.53 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3073, pruned_loss=0.07221, over 2474842.89 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0768, over 21710.33 utterances.], batch size: 62, lr: 2.34e-04
2022-08-31 15:59:28,881 INFO [train.py:927] (5/8) Epoch 17, batch 14750, giga_loss[loss=0.2243, simple_loss=0.3082, pruned_loss=0.07019, over 12339.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03374, over 58.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3068, pruned_loss=0.07277, over 2474081.89 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07415, over 20188.66 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2867, pruned_loss=0.05875, over 2465576.04 frames. utt_duration=1273 frames, utt_pad_proportion=0.05772, over 7758.05 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3079, pruned_loss=0.07337, over 2474895.02 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07403, over 21215.48 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 16:01:14,481 INFO [train.py:927] (5/8) Epoch 17, batch 14800, giga_loss[loss=0.2031, simple_loss=0.2831, pruned_loss=0.06161, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02637, over 45.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3061, pruned_loss=0.07326, over 2473415.07 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07684, over 20387.51 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2866, pruned_loss=0.05888, over 2465467.69 frames. utt_duration=1275 frames, utt_pad_proportion=0.05732, over 7742.49 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3073, pruned_loss=0.07373, over 2474216.35 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07681, over 21315.08 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 16:02:58,460 INFO [train.py:927] (5/8) Epoch 17, batch 14850, giga_loss[loss=0.1862, simple_loss=0.2848, pruned_loss=0.04378, over 12327.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3053, pruned_loss=0.07173, over 2473979.51 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07707, over 20916.93 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2862, pruned_loss=0.05871, over 2465372.27 frames. utt_duration=1280 frames, utt_pad_proportion=0.05659, over 7713.91 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3069, pruned_loss=0.0725, over 2474852.93 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07739, over 21918.12 utterances.], batch size: 70, lr: 2.34e-04
2022-08-31 16:04:47,981 INFO [train.py:927] (5/8) Epoch 17, batch 14900, giga_loss[loss=0.2464, simple_loss=0.3185, pruned_loss=0.08721, over 12396.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07386, over 213.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3032, pruned_loss=0.0709, over 2474238.54 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0732, over 20851.77 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2862, pruned_loss=0.05865, over 2465324.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.05616, over 7708.81 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3047, pruned_loss=0.07169, over 2475054.11 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0738, over 21770.01 utterances.], batch size: 213, lr: 2.34e-04
2022-08-31 16:06:34,650 INFO [train.py:927] (5/8) Epoch 17, batch 14950, giga_loss[loss=0.2108, simple_loss=0.3035, pruned_loss=0.05905, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.03911, over 31.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3045, pruned_loss=0.07202, over 2474472.58 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07252, over 20967.97 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2864, pruned_loss=0.05894, over 2465570.75 frames. utt_duration=1281 frames, utt_pad_proportion=0.05526, over 7709.16 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3059, pruned_loss=0.07266, over 2475133.21 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07344, over 21988.40 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 16:08:21,762 INFO [train.py:927] (5/8) Epoch 17, batch 15000, giga_loss[loss=0.2131, simple_loss=0.3021, pruned_loss=0.06202, over 12367.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03175, over 97.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3082, pruned_loss=0.07285, over 2474933.60 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07719, over 21462.15 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2863, pruned_loss=0.05894, over 2465917.52 frames. utt_duration=1283 frames, utt_pad_proportion=0.05465, over 7696.65 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3096, pruned_loss=0.07353, over 2475268.49 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07797, over 22455.53 utterances.], batch size: 97, lr: 2.34e-04
2022-08-31 16:08:21,764 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 16:08:35,801 INFO [train.py:967] (5/8) 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 16:10:19,740 INFO [train.py:927] (5/8) Epoch 17, batch 15050, giga_loss[loss=0.2577, simple_loss=0.3327, pruned_loss=0.09138, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3109, pruned_loss=0.07465, over 2474835.18 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07575, over 21420.96 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2868, pruned_loss=0.05934, over 2466071.40 frames. utt_duration=1284 frames, utt_pad_proportion=0.05344, over 7691.67 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3122, pruned_loss=0.07523, over 2475229.71 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07701, over 22603.84 utterances.], batch size: 162, lr: 2.34e-04
2022-08-31 16:12:04,793 INFO [train.py:927] (5/8) Epoch 17, batch 15100, giga_loss[loss=0.2951, simple_loss=0.3462, pruned_loss=0.122, over 12333.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3111, pruned_loss=0.07516, over 2474101.46 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07494, over 21141.91 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.287, pruned_loss=0.05961, over 2466003.99 frames. utt_duration=1288 frames, utt_pad_proportion=0.05221, over 7664.77 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3129, pruned_loss=0.07597, over 2474806.08 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07658, over 22631.28 utterances.], batch size: 369, lr: 2.34e-04
2022-08-31 16:13:53,296 INFO [train.py:927] (5/8) Epoch 17, batch 15150, giga_loss[loss=0.2198, simple_loss=0.299, pruned_loss=0.07029, over 12410.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04016, over 105.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3093, pruned_loss=0.0749, over 2474230.16 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07389, over 21148.97 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2866, pruned_loss=0.05953, over 2465699.91 frames. utt_duration=1293 frames, utt_pad_proportion=0.05133, over 7639.39 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3116, pruned_loss=0.07596, over 2475253.95 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07566, over 22665.92 utterances.], batch size: 105, lr: 2.34e-04
2022-08-31 16:15:36,587 INFO [train.py:927] (5/8) Epoch 17, batch 15200, giga_loss[loss=0.2311, simple_loss=0.3144, pruned_loss=0.07391, over 12330.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3087, pruned_loss=0.07466, over 2474211.38 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07104, over 20815.99 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2867, pruned_loss=0.05954, over 2465711.19 frames. utt_duration=1293 frames, utt_pad_proportion=0.05061, over 7634.59 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3108, pruned_loss=0.07577, over 2475161.98 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07302, over 22259.78 utterances.], batch size: 85, lr: 2.34e-04
2022-08-31 16:17:19,842 INFO [train.py:927] (5/8) Epoch 17, batch 15250, giga_loss[loss=0.2009, simple_loss=0.2782, pruned_loss=0.06176, over 12413.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02898, over 62.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.075, over 2474921.53 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06734, over 20696.66 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2864, pruned_loss=0.05939, over 2465902.94 frames. utt_duration=1296 frames, utt_pad_proportion=0.05005, over 7621.08 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3109, pruned_loss=0.07631, over 2475686.71 frames. utt_duration=448.9 frames, utt_pad_proportion=0.06944, over 22131.75 utterances.], batch size: 62, lr: 2.34e-04
2022-08-31 16:19:03,002 INFO [train.py:927] (5/8) Epoch 17, batch 15300, giga_loss[loss=0.1994, simple_loss=0.2921, pruned_loss=0.05333, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02925, over 91.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3066, pruned_loss=0.07425, over 2474681.66 frames. utt_duration=492 frames, utt_pad_proportion=0.06637, over 20180.30 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2864, pruned_loss=0.05944, over 2466185.09 frames. utt_duration=1300 frames, utt_pad_proportion=0.04914, over 7596.78 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.309, pruned_loss=0.0756, over 2475224.23 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06859, over 21643.91 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 16:20:44,899 INFO [train.py:927] (5/8) Epoch 17, batch 15350, libri_loss[loss=0.234, simple_loss=0.3158, pruned_loss=0.07609, over 12157.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.00515, over 35.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3083, pruned_loss=0.07563, over 2474273.35 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07794, over 21557.41 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2864, pruned_loss=0.05942, over 2466076.16 frames. utt_duration=1300 frames, utt_pad_proportion=0.0483, over 7597.57 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3109, pruned_loss=0.07723, over 2475117.38 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07943, over 23162.41 utterances.], batch size: 35, lr: 2.34e-04
2022-08-31 16:22:27,738 INFO [train.py:927] (5/8) Epoch 17, batch 15400, giga_loss[loss=0.195, simple_loss=0.2967, pruned_loss=0.04661, over 12381.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03007, over 62.00 utterances.], tot_loss[loss=0.23, simple_loss=0.309, pruned_loss=0.0755, over 2473804.31 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07568, over 21189.56 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2865, pruned_loss=0.05946, over 2466128.20 frames. utt_duration=1302 frames, utt_pad_proportion=0.04735, over 7586.79 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3115, pruned_loss=0.07708, over 2474604.15 frames. utt_duration=436 frames, utt_pad_proportion=0.07753, over 22780.17 utterances.], batch size: 62, lr: 2.34e-04
2022-08-31 16:24:13,051 INFO [train.py:927] (5/8) Epoch 17, batch 15450, giga_loss[loss=0.214, simple_loss=0.3049, pruned_loss=0.0615, over 12107.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04235, over 33.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3104, pruned_loss=0.07372, over 2473513.29 frames. utt_duration=483 frames, utt_pad_proportion=0.07239, over 20546.39 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2862, pruned_loss=0.05938, over 2466130.18 frames. utt_duration=1306 frames, utt_pad_proportion=0.0467, over 7562.29 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.313, pruned_loss=0.07531, over 2474264.22 frames. utt_duration=450 frames, utt_pad_proportion=0.07442, over 22065.18 utterances.], batch size: 33, lr: 2.34e-04
2022-08-31 16:25:54,878 INFO [train.py:927] (5/8) Epoch 17, batch 15500, giga_loss[loss=0.2584, simple_loss=0.3427, pruned_loss=0.08709, over 12429.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.03137, over 55.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3128, pruned_loss=0.07482, over 2474001.35 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07064, over 20192.49 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2866, pruned_loss=0.05959, over 2466619.27 frames. utt_duration=1308 frames, utt_pad_proportion=0.0454, over 7552.79 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3153, pruned_loss=0.0764, over 2474372.78 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07311, over 21846.28 utterances.], batch size: 55, lr: 2.34e-04
2022-08-31 16:27:38,999 INFO [train.py:927] (5/8) Epoch 17, batch 15550, giga_loss[loss=0.1882, simple_loss=0.278, pruned_loss=0.04926, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02858, over 66.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3134, pruned_loss=0.0759, over 2473790.07 frames. utt_duration=481 frames, utt_pad_proportion=0.07322, over 20634.45 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.287, pruned_loss=0.0598, over 2466719.93 frames. utt_duration=1308 frames, utt_pad_proportion=0.04501, over 7552.45 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3155, pruned_loss=0.07718, over 2474090.48 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07523, over 22122.80 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 16:29:23,509 INFO [train.py:927] (5/8) Epoch 17, batch 15600, giga_loss[loss=0.22, simple_loss=0.3104, pruned_loss=0.06475, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3136, pruned_loss=0.07604, over 2474331.03 frames. utt_duration=457.5 frames, utt_pad_proportion=0.08008, over 21701.81 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2871, pruned_loss=0.05989, over 2466940.26 frames. utt_duration=1302 frames, utt_pad_proportion=0.04555, over 7586.45 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3159, pruned_loss=0.0774, over 2474571.11 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08134, over 23213.47 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 16:31:07,707 INFO [train.py:927] (5/8) Epoch 17, batch 15650, giga_loss[loss=0.2242, simple_loss=0.3166, pruned_loss=0.0659, over 12360.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.02902, over 62.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3133, pruned_loss=0.0748, over 2474979.83 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07597, over 20792.00 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2875, pruned_loss=0.06026, over 2467502.10 frames. utt_duration=1305 frames, utt_pad_proportion=0.04469, over 7573.87 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3153, pruned_loss=0.07589, over 2474826.45 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07776, over 22317.31 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 16:32:49,291 INFO [train.py:927] (5/8) Epoch 17, batch 15700, giga_loss[loss=0.218, simple_loss=0.2997, pruned_loss=0.0681, over 12416.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03943, over 105.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.313, pruned_loss=0.07432, over 2474987.50 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07159, over 19992.48 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2876, pruned_loss=0.06033, over 2467574.50 frames. utt_duration=1306 frames, utt_pad_proportion=0.04418, over 7563.36 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3148, pruned_loss=0.07532, over 2474901.16 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07364, over 21384.78 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 16:34:34,004 INFO [train.py:927] (5/8) Epoch 17, batch 15750, giga_loss[loss=0.2135, simple_loss=0.3007, pruned_loss=0.0631, over 12389.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03259, over 80.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.311, pruned_loss=0.07404, over 2474568.37 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07255, over 20152.29 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.287, pruned_loss=0.05999, over 2467486.46 frames. utt_duration=1309 frames, utt_pad_proportion=0.04396, over 7547.45 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3138, pruned_loss=0.07558, over 2474800.60 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07446, over 21676.43 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 16:36:18,598 INFO [train.py:927] (5/8) Epoch 17, batch 15800, libri_loss[loss=0.2039, simple_loss=0.277, pruned_loss=0.06539, over 12270.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007313, over 32.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3092, pruned_loss=0.0742, over 2474483.54 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07384, over 20553.49 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2864, pruned_loss=0.05994, over 2467317.89 frames. utt_duration=1316 frames, utt_pad_proportion=0.04285, over 7509.98 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3129, pruned_loss=0.07603, over 2475080.79 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07595, over 22308.36 utterances.], batch size: 32, lr: 2.33e-04
2022-08-31 16:38:01,670 INFO [train.py:927] (5/8) Epoch 17, batch 15850, giga_loss[loss=0.246, simple_loss=0.3155, pruned_loss=0.08831, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02886, over 45.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3081, pruned_loss=0.07444, over 2474642.06 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07314, over 20887.31 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2865, pruned_loss=0.06001, over 2467373.96 frames. utt_duration=1317 frames, utt_pad_proportion=0.04252, over 7503.88 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3111, pruned_loss=0.07594, over 2475119.59 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07502, over 22381.96 utterances.], batch size: 45, lr: 2.33e-04
2022-08-31 16:39:42,033 INFO [train.py:927] (5/8) Epoch 17, batch 15900, giga_loss[loss=0.2044, simple_loss=0.2958, pruned_loss=0.05652, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3054, pruned_loss=0.07181, over 2474986.50 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0733, over 21030.51 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2864, pruned_loss=0.05999, over 2467616.16 frames. utt_duration=1313 frames, utt_pad_proportion=0.0426, over 7523.58 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3085, pruned_loss=0.07339, over 2475354.09 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07509, over 22603.71 utterances.], batch size: 48, lr: 2.33e-04
2022-08-31 16:41:30,821 INFO [train.py:927] (5/8) Epoch 17, batch 15950, giga_loss[loss=0.2623, simple_loss=0.3284, pruned_loss=0.09812, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3036, pruned_loss=0.07033, over 2474772.38 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07058, over 20684.54 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2863, pruned_loss=0.05981, over 2467618.53 frames. utt_duration=1315 frames, utt_pad_proportion=0.04192, over 7513.62 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3067, pruned_loss=0.0721, over 2475274.95 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07268, over 22362.19 utterances.], batch size: 212, lr: 2.33e-04
2022-08-31 16:43:17,200 INFO [train.py:927] (5/8) Epoch 17, batch 16000, giga_loss[loss=0.2068, simple_loss=0.2883, pruned_loss=0.06261, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04439, over 34.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3026, pruned_loss=0.07054, over 2474590.07 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07309, over 21145.98 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2862, pruned_loss=0.05979, over 2467564.30 frames. utt_duration=1316 frames, utt_pad_proportion=0.04181, over 7508.46 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3054, pruned_loss=0.07205, over 2475105.16 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07471, over 22601.55 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 16:45:02,852 INFO [train.py:927] (5/8) Epoch 17, batch 16050, giga_loss[loss=0.2269, simple_loss=0.3109, pruned_loss=0.07145, over 12427.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03309, over 75.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3052, pruned_loss=0.07208, over 2474269.73 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07134, over 21315.63 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2862, pruned_loss=0.05993, over 2467624.92 frames. utt_duration=1319 frames, utt_pad_proportion=0.04121, over 7492.38 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3077, pruned_loss=0.07335, over 2474755.35 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07303, over 22719.47 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 16:46:45,090 INFO [train.py:927] (5/8) Epoch 17, batch 16100, giga_loss[loss=0.2441, simple_loss=0.3208, pruned_loss=0.0837, over 12387.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3049, pruned_loss=0.07202, over 2473920.12 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07074, over 20979.20 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2864, pruned_loss=0.06012, over 2467529.46 frames. utt_duration=1319 frames, utt_pad_proportion=0.04063, over 7490.87 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07326, over 2474637.07 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07264, over 22552.82 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 16:48:31,469 INFO [train.py:927] (5/8) Epoch 17, batch 16150, giga_loss[loss=0.2325, simple_loss=0.3216, pruned_loss=0.07168, over 12355.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03617, over 132.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3051, pruned_loss=0.07226, over 2473635.77 frames. utt_duration=480 frames, utt_pad_proportion=0.07115, over 20678.87 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2863, pruned_loss=0.06025, over 2467672.46 frames. utt_duration=1320 frames, utt_pad_proportion=0.0397, over 7484.61 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3077, pruned_loss=0.07352, over 2474286.64 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07325, over 22372.49 utterances.], batch size: 132, lr: 2.33e-04
2022-08-31 16:50:18,416 INFO [train.py:927] (5/8) Epoch 17, batch 16200, giga_loss[loss=0.3225, simple_loss=0.3737, pruned_loss=0.1356, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3066, pruned_loss=0.0733, over 2473730.41 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06939, over 20502.16 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2865, pruned_loss=0.06057, over 2467853.41 frames. utt_duration=1308 frames, utt_pad_proportion=0.04335, over 7554.39 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3092, pruned_loss=0.07443, over 2474262.02 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07051, over 22218.70 utterances.], batch size: 259, lr: 2.33e-04
2022-08-31 16:52:11,540 INFO [train.py:927] (5/8) Epoch 17, batch 16250, giga_loss[loss=0.184, simple_loss=0.2768, pruned_loss=0.04561, over 12337.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03472, over 62.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3068, pruned_loss=0.07265, over 2473588.75 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06536, over 20413.84 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2865, pruned_loss=0.06057, over 2467778.14 frames. utt_duration=1306 frames, utt_pad_proportion=0.04352, over 7567.62 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3089, pruned_loss=0.07359, over 2474105.22 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0665, over 21807.29 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 16:53:58,397 INFO [train.py:927] (5/8) Epoch 17, batch 16300, giga_loss[loss=0.2389, simple_loss=0.3145, pruned_loss=0.08164, over 12328.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03156, over 91.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.306, pruned_loss=0.07155, over 2473277.86 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06722, over 20345.80 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2859, pruned_loss=0.06027, over 2467449.86 frames. utt_duration=1307 frames, utt_pad_proportion=0.04277, over 7562.25 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3092, pruned_loss=0.07318, over 2474282.88 frames. utt_duration=448.3 frames, utt_pad_proportion=0.06871, over 22148.17 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 16:55:43,940 INFO [train.py:927] (5/8) Epoch 17, batch 16350, giga_loss[loss=0.2118, simple_loss=0.2897, pruned_loss=0.06693, over 12370.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04584, over 26.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3052, pruned_loss=0.07151, over 2473423.62 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07024, over 20105.10 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2859, pruned_loss=0.06012, over 2467432.43 frames. utt_duration=1307 frames, utt_pad_proportion=0.04229, over 7557.19 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3082, pruned_loss=0.07316, over 2474355.79 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07154, over 21783.86 utterances.], batch size: 26, lr: 2.33e-04
2022-08-31 16:57:26,123 INFO [train.py:927] (5/8) Epoch 17, batch 16400, libri_loss[loss=0.2468, simple_loss=0.319, pruned_loss=0.08724, over 12307.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.0193, over 41.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3051, pruned_loss=0.0721, over 2474107.70 frames. utt_duration=483.3 frames, utt_pad_proportion=0.0708, over 20538.54 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.286, pruned_loss=0.06025, over 2467376.10 frames. utt_duration=1306 frames, utt_pad_proportion=0.04184, over 7563.98 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07348, over 2475007.54 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0721, over 22093.65 utterances.], batch size: 41, lr: 2.33e-04
2022-08-31 16:59:11,207 INFO [train.py:927] (5/8) Epoch 17, batch 16450, giga_loss[loss=0.2592, simple_loss=0.3281, pruned_loss=0.09519, over 12448.00 frames. utt_duration=542.8 frames, utt_pad_proportion=0.03249, over 92.00 utterances.], tot_loss[loss=0.225, simple_loss=0.305, pruned_loss=0.07249, over 2474214.57 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0715, over 20717.98 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2862, pruned_loss=0.0603, over 2467362.22 frames. utt_duration=1307 frames, utt_pad_proportion=0.04112, over 7561.32 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07388, over 2475122.78 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07301, over 22325.30 utterances.], batch size: 92, lr: 2.33e-04
2022-08-31 17:00:57,091 INFO [train.py:927] (5/8) Epoch 17, batch 16500, giga_loss[loss=0.2268, simple_loss=0.3151, pruned_loss=0.06924, over 12352.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03182, over 51.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3057, pruned_loss=0.07303, over 2474736.02 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06917, over 20733.07 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.286, pruned_loss=0.06017, over 2467201.13 frames. utt_duration=1310 frames, utt_pad_proportion=0.04064, over 7540.29 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.308, pruned_loss=0.07444, over 2475713.61 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07083, over 22253.52 utterances.], batch size: 51, lr: 2.33e-04
2022-08-31 17:02:44,517 INFO [train.py:927] (5/8) Epoch 17, batch 16550, giga_loss[loss=0.2377, simple_loss=0.3059, pruned_loss=0.08475, over 12356.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2102, over 372.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3071, pruned_loss=0.07453, over 2474811.86 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07704, over 21610.99 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2864, pruned_loss=0.06026, over 2467323.76 frames. utt_duration=1307 frames, utt_pad_proportion=0.04094, over 7559.11 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.309, pruned_loss=0.07581, over 2475621.38 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07801, over 23045.17 utterances.], batch size: 372, lr: 2.33e-04
2022-08-31 17:04:29,950 INFO [train.py:927] (5/8) Epoch 17, batch 16600, libri_loss[loss=0.1678, simple_loss=0.2464, pruned_loss=0.04462, over 12309.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.03576, over 27.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3057, pruned_loss=0.07411, over 2474369.97 frames. utt_duration=470 frames, utt_pad_proportion=0.07801, over 21123.66 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2857, pruned_loss=0.06009, over 2467159.26 frames. utt_duration=1313 frames, utt_pad_proportion=0.03993, over 7524.29 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3086, pruned_loss=0.07584, over 2475414.27 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07946, over 22828.79 utterances.], batch size: 27, lr: 2.33e-04
2022-08-31 17:06:16,390 INFO [train.py:927] (5/8) Epoch 17, batch 16650, giga_loss[loss=0.2208, simple_loss=0.3003, pruned_loss=0.07065, over 12350.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04051, over 113.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3069, pruned_loss=0.07446, over 2474415.33 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07766, over 21695.75 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2854, pruned_loss=0.05997, over 2466889.70 frames. utt_duration=1314 frames, utt_pad_proportion=0.03976, over 7519.65 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.31, pruned_loss=0.07623, over 2475632.35 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0791, over 23315.63 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 17:07:55,631 INFO [train.py:927] (5/8) Epoch 17, batch 16700, giga_loss[loss=0.2033, simple_loss=0.2883, pruned_loss=0.05918, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03046, over 51.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3066, pruned_loss=0.0748, over 2474499.54 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07467, over 20193.81 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.285, pruned_loss=0.05993, over 2466633.01 frames. utt_duration=1320 frames, utt_pad_proportion=0.03854, over 7485.65 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3103, pruned_loss=0.07693, over 2476081.81 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07703, over 22157.08 utterances.], batch size: 51, lr: 2.33e-04
2022-08-31 17:09:41,205 INFO [train.py:927] (5/8) Epoch 17, batch 16750, giga_loss[loss=0.2396, simple_loss=0.3182, pruned_loss=0.08055, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0358, over 105.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07488, over 2475059.60 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06778, over 19835.87 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2854, pruned_loss=0.06002, over 2466772.58 frames. utt_duration=1316 frames, utt_pad_proportion=0.03841, over 7507.89 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3111, pruned_loss=0.07676, over 2476341.54 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0705, over 21607.08 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 17:11:24,494 INFO [train.py:927] (5/8) Epoch 17, batch 16800, giga_loss[loss=0.2363, simple_loss=0.316, pruned_loss=0.07827, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05241, over 161.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3085, pruned_loss=0.0743, over 2475463.99 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06718, over 19610.62 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2854, pruned_loss=0.05984, over 2466740.35 frames. utt_duration=1316 frames, utt_pad_proportion=0.03796, over 7504.69 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3115, pruned_loss=0.07638, over 2476769.19 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0699, over 21375.79 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 17:13:07,646 INFO [train.py:927] (5/8) Epoch 17, batch 16850, libri_loss[loss=0.1882, simple_loss=0.2788, pruned_loss=0.04881, over 12351.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01605, over 41.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3075, pruned_loss=0.07356, over 2475686.59 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06691, over 19622.72 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2859, pruned_loss=0.05999, over 2467000.43 frames. utt_duration=1297 frames, utt_pad_proportion=0.04242, over 7614.97 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3103, pruned_loss=0.07557, over 2476782.07 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06818, over 21342.98 utterances.], batch size: 41, lr: 2.33e-04
2022-08-31 17:14:52,173 INFO [train.py:927] (5/8) Epoch 17, batch 16900, giga_loss[loss=0.2185, simple_loss=0.3027, pruned_loss=0.06719, over 12397.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02628, over 66.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07413, over 2474455.19 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06708, over 19187.44 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2856, pruned_loss=0.05992, over 2466858.51 frames. utt_duration=1300 frames, utt_pad_proportion=0.04196, over 7596.72 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07603, over 2475581.15 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06839, over 20778.24 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 17:16:40,002 INFO [train.py:927] (5/8) Epoch 17, batch 16950, giga_loss[loss=0.2394, simple_loss=0.3208, pruned_loss=0.07901, over 12331.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3091, pruned_loss=0.07565, over 2473825.55 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06977, over 19304.75 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2856, pruned_loss=0.05991, over 2466879.22 frames. utt_duration=1301 frames, utt_pad_proportion=0.0418, over 7591.74 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07721, over 2474721.43 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07072, over 20602.43 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 17:18:25,980 INFO [train.py:927] (5/8) Epoch 17, batch 17000, giga_loss[loss=0.2444, simple_loss=0.3247, pruned_loss=0.08205, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02774, over 91.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3105, pruned_loss=0.07647, over 2474031.44 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07806, over 20244.58 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2863, pruned_loss=0.06028, over 2466908.40 frames. utt_duration=1288 frames, utt_pad_proportion=0.04564, over 7672.71 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3122, pruned_loss=0.07775, over 2474860.89 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07748, over 21474.59 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 17:20:14,382 INFO [train.py:927] (5/8) Epoch 17, batch 17050, giga_loss[loss=0.2362, simple_loss=0.3149, pruned_loss=0.07878, over 12429.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03903, over 123.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3099, pruned_loss=0.0762, over 2474762.49 frames. utt_duration=492 frames, utt_pad_proportion=0.07921, over 20181.39 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2861, pruned_loss=0.06026, over 2467266.61 frames. utt_duration=1290 frames, utt_pad_proportion=0.04509, over 7659.42 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3119, pruned_loss=0.07753, over 2475224.38 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07913, over 21411.37 utterances.], batch size: 123, lr: 2.33e-04
2022-08-31 17:21:58,251 INFO [train.py:927] (5/8) Epoch 17, batch 17100, giga_loss[loss=0.2156, simple_loss=0.3088, pruned_loss=0.06115, over 12380.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3094, pruned_loss=0.07547, over 2474583.25 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07908, over 20329.23 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.286, pruned_loss=0.06021, over 2467249.85 frames. utt_duration=1278 frames, utt_pad_proportion=0.04894, over 7730.70 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3118, pruned_loss=0.07709, over 2475190.57 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07836, over 21644.52 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 17:23:45,086 INFO [train.py:927] (5/8) Epoch 17, batch 17150, giga_loss[loss=0.2299, simple_loss=0.3086, pruned_loss=0.07561, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3087, pruned_loss=0.07525, over 2474967.73 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08477, over 21286.52 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2863, pruned_loss=0.06051, over 2467597.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.0523, over 7791.68 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3113, pruned_loss=0.07681, over 2475421.17 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08328, over 22745.13 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 17:25:30,426 INFO [train.py:927] (5/8) Epoch 17, batch 17200, giga_loss[loss=0.205, simple_loss=0.2816, pruned_loss=0.06425, over 12078.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03951, over 30.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3066, pruned_loss=0.07416, over 2474998.53 frames. utt_duration=484.5 frames, utt_pad_proportion=0.08041, over 20498.15 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2862, pruned_loss=0.06055, over 2467614.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.05277, over 7812.72 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3094, pruned_loss=0.07586, over 2475587.96 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07964, over 22089.65 utterances.], batch size: 30, lr: 2.33e-04
2022-08-31 17:27:13,881 INFO [train.py:927] (5/8) Epoch 17, batch 17250, giga_loss[loss=0.2129, simple_loss=0.2925, pruned_loss=0.06668, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02852, over 55.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3041, pruned_loss=0.07319, over 2474881.25 frames. utt_duration=485 frames, utt_pad_proportion=0.07913, over 20474.18 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06044, over 2467210.82 frames. utt_duration=1271 frames, utt_pad_proportion=0.0516, over 7775.73 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3072, pruned_loss=0.075, over 2475932.55 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07918, over 22119.77 utterances.], batch size: 55, lr: 2.33e-04
2022-08-31 17:28:59,306 INFO [train.py:927] (5/8) Epoch 17, batch 17300, libri_loss[loss=0.2143, simple_loss=0.3082, pruned_loss=0.06022, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01318, over 40.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3034, pruned_loss=0.07277, over 2474990.05 frames. utt_duration=475 frames, utt_pad_proportion=0.07747, over 20907.69 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2863, pruned_loss=0.06053, over 2467427.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05119, over 7788.08 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3059, pruned_loss=0.07436, over 2475765.76 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07793, over 22433.16 utterances.], batch size: 40, lr: 2.33e-04
2022-08-31 17:30:45,122 INFO [train.py:927] (5/8) Epoch 17, batch 17350, libri_loss[loss=0.2095, simple_loss=0.2905, pruned_loss=0.06419, over 12269.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007912, over 37.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3028, pruned_loss=0.07021, over 2475410.54 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07912, over 22343.19 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2867, pruned_loss=0.06072, over 2467499.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05008, over 7776.68 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07161, over 2476179.14 frames. utt_duration=415 frames, utt_pad_proportion=0.07991, over 23952.81 utterances.], batch size: 37, lr: 2.33e-04
2022-08-31 17:32:30,796 INFO [train.py:927] (5/8) Epoch 17, batch 17400, giga_loss[loss=0.2173, simple_loss=0.2823, pruned_loss=0.07614, over 12352.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1823, over 359.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3009, pruned_loss=0.0677, over 2475287.29 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07936, over 22747.05 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06107, over 2467477.61 frames. utt_duration=1260 frames, utt_pad_proportion=0.054, over 7844.43 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3028, pruned_loss=0.06881, over 2476191.47 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07918, over 24525.95 utterances.], batch size: 359, lr: 2.33e-04
2022-08-31 17:34:16,544 INFO [train.py:927] (5/8) Epoch 17, batch 17450, giga_loss[loss=0.1959, simple_loss=0.2988, pruned_loss=0.04649, over 12281.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02407, over 54.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2992, pruned_loss=0.06462, over 2475224.33 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07227, over 22295.40 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06096, over 2467547.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05302, over 7819.57 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3013, pruned_loss=0.06571, over 2476072.29 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07302, over 24068.35 utterances.], batch size: 54, lr: 2.33e-04
2022-08-31 17:36:03,301 INFO [train.py:927] (5/8) Epoch 17, batch 17500, giga_loss[loss=0.2171, simple_loss=0.3045, pruned_loss=0.0649, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3, pruned_loss=0.06399, over 2475573.68 frames. utt_duration=445.2 frames, utt_pad_proportion=0.0668, over 22315.50 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2865, pruned_loss=0.06093, over 2467514.43 frames. utt_duration=1266 frames, utt_pad_proportion=0.05228, over 7804.33 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.302, pruned_loss=0.06494, over 2476408.19 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06804, over 23985.49 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 17:37:46,590 INFO [train.py:927] (5/8) Epoch 17, batch 17550, giga_loss[loss=0.1835, simple_loss=0.2617, pruned_loss=0.05268, over 12354.00 frames. utt_duration=141 frames, utt_pad_proportion=0.1705, over 354.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2979, pruned_loss=0.06232, over 2476336.30 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06872, over 23479.84 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2865, pruned_loss=0.06088, over 2467804.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.05129, over 7796.51 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2998, pruned_loss=0.06318, over 2476968.11 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06993, over 25224.28 utterances.], batch size: 354, lr: 2.33e-04
2022-08-31 17:39:32,712 INFO [train.py:927] (5/8) Epoch 17, batch 17600, giga_loss[loss=0.2468, simple_loss=0.3206, pruned_loss=0.08657, over 12390.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1109, over 260.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2973, pruned_loss=0.06153, over 2476215.90 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0694, over 23948.11 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2867, pruned_loss=0.06099, over 2468048.71 frames. utt_duration=1266 frames, utt_pad_proportion=0.05159, over 7806.34 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2988, pruned_loss=0.06213, over 2476609.94 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07032, over 25532.20 utterances.], batch size: 260, lr: 2.33e-04
2022-08-31 17:41:17,484 INFO [train.py:927] (5/8) Epoch 17, batch 17650, giga_loss[loss=0.1958, simple_loss=0.2954, pruned_loss=0.0481, over 12350.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03245, over 58.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2945, pruned_loss=0.05892, over 2476194.37 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06651, over 23013.12 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2865, pruned_loss=0.06089, over 2468247.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.05495, over 7848.13 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2963, pruned_loss=0.05947, over 2476657.19 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06672, over 24818.01 utterances.], batch size: 58, lr: 2.33e-04
2022-08-31 17:43:00,709 INFO [train.py:927] (5/8) Epoch 17, batch 17700, giga_loss[loss=0.2048, simple_loss=0.3006, pruned_loss=0.0545, over 12365.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05689, over 2476504.95 frames. utt_duration=423 frames, utt_pad_proportion=0.06732, over 23497.08 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2861, pruned_loss=0.06083, over 2468351.11 frames. utt_duration=1264 frames, utt_pad_proportion=0.0544, over 7821.56 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05734, over 2476873.68 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06762, over 25141.19 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 17:44:48,207 INFO [train.py:927] (5/8) Epoch 17, batch 17750, giga_loss[loss=0.198, simple_loss=0.293, pruned_loss=0.05148, over 12460.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03552, over 46.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05636, over 2477489.32 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06748, over 23867.88 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2859, pruned_loss=0.06075, over 2468475.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05423, over 7811.45 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2915, pruned_loss=0.05676, over 2477708.47 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06776, over 25229.02 utterances.], batch size: 46, lr: 2.33e-04
2022-08-31 17:46:43,528 INFO [train.py:927] (5/8) Epoch 17, batch 17800, giga_loss[loss=0.2004, simple_loss=0.287, pruned_loss=0.05693, over 12369.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.0991, over 256.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2906, pruned_loss=0.05585, over 2476810.42 frames. utt_duration=410.8 frames, utt_pad_proportion=0.0668, over 24200.87 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2861, pruned_loss=0.06078, over 2468532.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05366, over 7813.27 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2918, pruned_loss=0.05604, over 2477135.53 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25673.05 utterances.], batch size: 256, lr: 2.33e-04
2022-08-31 17:48:50,243 INFO [train.py:927] (5/8) Epoch 17, batch 17850, giga_loss[loss=0.2006, simple_loss=0.2869, pruned_loss=0.05717, over 12368.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09948, over 256.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2896, pruned_loss=0.05544, over 2477341.56 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06715, over 24503.00 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2861, pruned_loss=0.06081, over 2468539.30 frames. utt_duration=1264 frames, utt_pad_proportion=0.05356, over 7824.15 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2906, pruned_loss=0.05551, over 2477664.07 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06762, over 25795.40 utterances.], batch size: 256, lr: 2.33e-04
2022-08-31 17:50:51,336 INFO [train.py:927] (5/8) Epoch 17, batch 17900, giga_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05626, over 12391.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09813, over 256.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2885, pruned_loss=0.05437, over 2477851.14 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06811, over 24773.95 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2861, pruned_loss=0.06079, over 2468809.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05302, over 7821.79 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2894, pruned_loss=0.05428, over 2478145.91 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06869, over 26339.54 utterances.], batch size: 256, lr: 2.33e-04
2022-08-31 17:52:58,671 INFO [train.py:927] (5/8) Epoch 17, batch 17950, giga_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05636, over 12459.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2858, pruned_loss=0.05319, over 2477438.32 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06521, over 23802.39 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2862, pruned_loss=0.06089, over 2468402.18 frames. utt_duration=1266 frames, utt_pad_proportion=0.05219, over 7805.47 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05289, over 2478196.80 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06613, over 25358.05 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 17:54:56,241 INFO [train.py:927] (5/8) Epoch 17, batch 18000, giga_loss[loss=0.2109, simple_loss=0.3061, pruned_loss=0.05783, over 12439.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04885, over 162.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2852, pruned_loss=0.05275, over 2477991.47 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06507, over 23995.96 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2864, pruned_loss=0.06099, over 2468583.71 frames. utt_duration=1264 frames, utt_pad_proportion=0.05227, over 7823.08 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05229, over 2478603.69 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06587, over 25494.30 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 17:54:56,242 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 17:55:10,463 INFO [train.py:967] (5/8) 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 17:57:25,011 INFO [train.py:927] (5/8) Epoch 17, batch 18050, giga_loss[loss=0.1639, simple_loss=0.2575, pruned_loss=0.03513, over 12415.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2854, pruned_loss=0.05219, over 2478041.54 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06527, over 24258.17 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06098, over 2468396.87 frames. utt_duration=1266 frames, utt_pad_proportion=0.05164, over 7805.79 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2858, pruned_loss=0.05169, over 2478873.62 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06614, over 25760.07 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:59:23,621 INFO [train.py:927] (5/8) Epoch 17, batch 18100, giga_loss[loss=0.182, simple_loss=0.2806, pruned_loss=0.04167, over 12339.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.0301, over 62.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2859, pruned_loss=0.05268, over 2477964.13 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06442, over 24217.04 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2869, pruned_loss=0.06138, over 2468589.29 frames. utt_duration=1258 frames, utt_pad_proportion=0.05208, over 7855.80 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2857, pruned_loss=0.05168, over 2478757.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0652, over 25878.05 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 18:01:28,802 INFO [train.py:927] (5/8) Epoch 17, batch 18150, giga_loss[loss=0.1871, simple_loss=0.2952, pruned_loss=0.03949, over 12458.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2879, pruned_loss=0.05191, over 2478807.07 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06443, over 24659.33 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.287, pruned_loss=0.06147, over 2468705.30 frames. utt_duration=1261 frames, utt_pad_proportion=0.05144, over 7843.36 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2876, pruned_loss=0.05083, over 2479581.11 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06531, over 26370.54 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 18:03:32,064 INFO [train.py:927] (5/8) Epoch 17, batch 18200, giga_loss[loss=0.1901, simple_loss=0.2822, pruned_loss=0.04903, over 12399.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06596, over 211.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2891, pruned_loss=0.05224, over 2478501.79 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06659, over 24975.15 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06159, over 2468761.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05159, over 7861.08 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2888, pruned_loss=0.05099, over 2479342.92 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06722, over 26792.67 utterances.], batch size: 211, lr: 2.33e-04
2022-08-31 18:05:40,914 INFO [train.py:927] (5/8) Epoch 17, batch 18250, giga_loss[loss=0.1806, simple_loss=0.2743, pruned_loss=0.04346, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03146, over 113.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2897, pruned_loss=0.05249, over 2478253.62 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06281, over 23870.13 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.288, pruned_loss=0.06201, over 2468885.61 frames. utt_duration=1256 frames, utt_pad_proportion=0.05104, over 7870.78 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2887, pruned_loss=0.05095, over 2478977.88 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06379, over 25603.91 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 18:08:02,573 INFO [train.py:927] (5/8) Epoch 17, batch 18300, giga_loss[loss=0.222, simple_loss=0.3068, pruned_loss=0.06865, over 12396.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2899, pruned_loss=0.05326, over 2478130.34 frames. utt_duration=420 frames, utt_pad_proportion=0.06395, over 23668.03 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2885, pruned_loss=0.06206, over 2468735.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.04981, over 7861.18 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2887, pruned_loss=0.05155, over 2479304.62 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06521, over 25826.45 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 18:10:11,753 INFO [train.py:927] (5/8) Epoch 17, batch 18350, giga_loss[loss=0.1839, simple_loss=0.2783, pruned_loss=0.0448, over 12417.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0396, over 133.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2867, pruned_loss=0.05149, over 2478606.32 frames. utt_duration=430.7 frames, utt_pad_proportion=0.06022, over 23083.69 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2886, pruned_loss=0.06205, over 2468724.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.04943, over 7850.61 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2857, pruned_loss=0.05008, over 2479630.84 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06165, over 24928.64 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 18:12:16,338 INFO [train.py:927] (5/8) Epoch 17, batch 18400, giga_loss[loss=0.1905, simple_loss=0.2946, pruned_loss=0.04322, over 12380.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02789, over 91.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2857, pruned_loss=0.05127, over 2478165.46 frames. utt_duration=439 frames, utt_pad_proportion=0.0603, over 22639.18 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2887, pruned_loss=0.06199, over 2468739.48 frames. utt_duration=1261 frames, utt_pad_proportion=0.04884, over 7842.91 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2846, pruned_loss=0.04977, over 2479352.70 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06178, over 24697.01 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 18:14:19,065 INFO [train.py:927] (5/8) Epoch 17, batch 18450, giga_loss[loss=0.1631, simple_loss=0.2554, pruned_loss=0.03543, over 12325.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02828, over 66.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2868, pruned_loss=0.05224, over 2478462.79 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06039, over 23040.40 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2891, pruned_loss=0.06221, over 2468959.15 frames. utt_duration=1250 frames, utt_pad_proportion=0.0524, over 7908.79 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2854, pruned_loss=0.05065, over 2479369.82 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06057, over 24886.46 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 18:16:17,476 INFO [train.py:927] (5/8) Epoch 17, batch 18500, giga_loss[loss=0.1732, simple_loss=0.2739, pruned_loss=0.03624, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2859, pruned_loss=0.0529, over 2478146.95 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06118, over 22952.32 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2885, pruned_loss=0.06205, over 2468874.66 frames. utt_duration=1257 frames, utt_pad_proportion=0.05086, over 7866.11 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2853, pruned_loss=0.05132, over 2479407.01 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06187, over 25208.36 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 18:18:31,007 INFO [train.py:927] (5/8) Epoch 17, batch 18550, giga_loss[loss=0.1995, simple_loss=0.295, pruned_loss=0.05196, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03584, over 113.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2871, pruned_loss=0.05326, over 2478402.33 frames. utt_duration=414.3 frames, utt_pad_proportion=0.0652, over 23998.33 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2885, pruned_loss=0.06201, over 2468782.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.05016, over 7859.94 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2866, pruned_loss=0.05187, over 2479632.86 frames. utt_duration=382 frames, utt_pad_proportion=0.06565, over 26046.08 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 18:20:46,382 INFO [train.py:927] (5/8) Epoch 17, batch 18600, libri_loss[loss=0.1786, simple_loss=0.253, pruned_loss=0.05211, over 12462.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009628, over 29.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05311, over 2478008.54 frames. utt_duration=403 frames, utt_pad_proportion=0.06919, over 24668.27 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06159, over 2468333.36 frames. utt_duration=1265 frames, utt_pad_proportion=0.04887, over 7812.31 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2863, pruned_loss=0.05207, over 2479721.59 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06969, over 26942.39 utterances.], batch size: 29, lr: 2.33e-04
2022-08-31 18:22:49,817 INFO [train.py:927] (5/8) Epoch 17, batch 18650, giga_loss[loss=0.1932, simple_loss=0.2701, pruned_loss=0.05813, over 12404.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09742, over 256.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2812, pruned_loss=0.05167, over 2477597.73 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07009, over 24728.24 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06155, over 2468503.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.04934, over 7845.13 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2813, pruned_loss=0.05062, over 2479065.75 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07054, over 26978.35 utterances.], batch size: 256, lr: 2.33e-04
2022-08-31 18:24:37,411 INFO [train.py:927] (5/8) Epoch 17, batch 18700, giga_loss[loss=0.1991, simple_loss=0.2758, pruned_loss=0.06123, over 12415.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09973, over 257.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2811, pruned_loss=0.05159, over 2477826.85 frames. utt_duration=398.7 frames, utt_pad_proportion=0.07217, over 24933.86 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.06147, over 2468237.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.0492, over 7857.42 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2811, pruned_loss=0.05055, over 2479520.55 frames. utt_duration=365.7 frames, utt_pad_proportion=0.0726, over 27204.80 utterances.], batch size: 257, lr: 2.33e-04
2022-08-31 18:26:36,419 INFO [train.py:927] (5/8) Epoch 17, batch 18750, giga_loss[loss=0.2001, simple_loss=0.2898, pruned_loss=0.05524, over 12404.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0342, over 122.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2807, pruned_loss=0.05083, over 2477841.16 frames. utt_duration=414 frames, utt_pad_proportion=0.06776, over 24010.91 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2882, pruned_loss=0.06168, over 2468086.21 frames. utt_duration=1245 frames, utt_pad_proportion=0.05086, over 7938.70 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.28, pruned_loss=0.04952, over 2479595.36 frames. utt_duration=379.6 frames, utt_pad_proportion=0.0682, over 26210.01 utterances.], batch size: 122, lr: 2.33e-04
2022-08-31 18:28:49,179 INFO [train.py:927] (5/8) Epoch 17, batch 18800, giga_loss[loss=0.1699, simple_loss=0.2608, pruned_loss=0.03948, over 12237.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02786, over 45.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2784, pruned_loss=0.04975, over 2477072.49 frames. utt_duration=404.3 frames, utt_pad_proportion=0.07169, over 24581.67 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2884, pruned_loss=0.06175, over 2468170.65 frames. utt_duration=1244 frames, utt_pad_proportion=0.05076, over 7946.33 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2775, pruned_loss=0.04856, over 2478473.63 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07187, over 26454.18 utterances.], batch size: 45, lr: 2.33e-04
2022-08-31 18:30:58,926 INFO [train.py:927] (5/8) Epoch 17, batch 18850, giga_loss[loss=0.183, simple_loss=0.2755, pruned_loss=0.04524, over 12449.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05423, over 162.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2793, pruned_loss=0.04989, over 2477447.31 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07365, over 24752.40 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2891, pruned_loss=0.06216, over 2468312.62 frames. utt_duration=1228 frames, utt_pad_proportion=0.05563, over 8050.67 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2778, pruned_loss=0.0484, over 2478588.96 frames. utt_duration=376.4 frames, utt_pad_proportion=0.07259, over 26423.99 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 18:32:55,226 INFO [train.py:927] (5/8) Epoch 17, batch 18900, giga_loss[loss=0.1802, simple_loss=0.2755, pruned_loss=0.04248, over 12420.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04983, over 147.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2786, pruned_loss=0.04968, over 2477681.94 frames. utt_duration=395.8 frames, utt_pad_proportion=0.0712, over 25117.67 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2889, pruned_loss=0.06211, over 2468339.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.05516, over 8025.06 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2776, pruned_loss=0.04838, over 2478679.30 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07071, over 26690.65 utterances.], batch size: 147, lr: 2.33e-04
2022-08-31 18:34:55,986 INFO [train.py:927] (5/8) Epoch 17, batch 18950, giga_loss[loss=0.2015, simple_loss=0.3048, pruned_loss=0.04913, over 12417.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.0497, over 147.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2809, pruned_loss=0.04931, over 2477898.69 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07249, over 25276.38 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2889, pruned_loss=0.06212, over 2468272.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.055, over 8030.84 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.28, pruned_loss=0.04818, over 2478817.20 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07211, over 26649.42 utterances.], batch size: 147, lr: 2.33e-04
2022-08-31 18:36:53,719 INFO [train.py:927] (5/8) Epoch 17, batch 19000, giga_loss[loss=0.1837, simple_loss=0.2763, pruned_loss=0.04555, over 12399.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04045, over 133.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2828, pruned_loss=0.05033, over 2478017.03 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07212, over 25777.01 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.289, pruned_loss=0.06217, over 2468346.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.05441, over 8017.48 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2819, pruned_loss=0.04923, over 2478784.91 frames. utt_duration=367 frames, utt_pad_proportion=0.07205, over 27106.69 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 18:38:53,766 INFO [train.py:927] (5/8) Epoch 17, batch 19050, giga_loss[loss=0.1812, simple_loss=0.272, pruned_loss=0.04519, over 12408.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05842, over 182.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.04975, over 2477936.16 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07024, over 25750.58 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2885, pruned_loss=0.06198, over 2468295.53 frames. utt_duration=1237 frames, utt_pad_proportion=0.05347, over 7991.24 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2808, pruned_loss=0.04876, over 2478837.76 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07065, over 27274.62 utterances.], batch size: 182, lr: 2.33e-04
2022-08-31 18:40:58,449 INFO [train.py:927] (5/8) Epoch 17, batch 19100, giga_loss[loss=0.1693, simple_loss=0.2553, pruned_loss=0.04169, over 12442.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06133, over 183.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2796, pruned_loss=0.04973, over 2477324.22 frames. utt_duration=384 frames, utt_pad_proportion=0.07366, over 25890.59 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2885, pruned_loss=0.06205, over 2468353.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.057, over 8054.99 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2791, pruned_loss=0.04873, over 2478122.75 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07295, over 27268.63 utterances.], batch size: 183, lr: 2.33e-04
2022-08-31 18:43:04,913 INFO [train.py:927] (5/8) Epoch 17, batch 19150, giga_loss[loss=0.1813, simple_loss=0.2722, pruned_loss=0.04518, over 12425.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2805, pruned_loss=0.04977, over 2477328.78 frames. utt_duration=394.2 frames, utt_pad_proportion=0.0724, over 25213.72 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2887, pruned_loss=0.06208, over 2468266.11 frames. utt_duration=1228 frames, utt_pad_proportion=0.05661, over 8048.77 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2798, pruned_loss=0.04862, over 2478268.95 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07207, over 26772.76 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 18:45:00,725 INFO [train.py:927] (5/8) Epoch 17, batch 19200, giga_loss[loss=0.1896, simple_loss=0.2797, pruned_loss=0.04972, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03015, over 55.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2817, pruned_loss=0.05036, over 2477076.41 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07246, over 25003.26 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2887, pruned_loss=0.06205, over 2468249.66 frames. utt_duration=1230 frames, utt_pad_proportion=0.05563, over 8038.70 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2808, pruned_loss=0.0492, over 2478053.07 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07255, over 26642.67 utterances.], batch size: 55, lr: 2.33e-04
2022-08-31 18:46:58,821 INFO [train.py:927] (5/8) Epoch 17, batch 19250, giga_loss[loss=0.1811, simple_loss=0.2675, pruned_loss=0.04732, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03518, over 28.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05119, over 2477469.91 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07207, over 24923.63 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2879, pruned_loss=0.06164, over 2468381.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.05448, over 7991.07 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2837, pruned_loss=0.05032, over 2478390.39 frames. utt_duration=372 frames, utt_pad_proportion=0.07256, over 26734.93 utterances.], batch size: 28, lr: 2.33e-04
2022-08-31 18:49:17,978 INFO [train.py:927] (5/8) Epoch 17, batch 19300, libri_loss[loss=0.19, simple_loss=0.2679, pruned_loss=0.05599, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005976, over 33.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.05099, over 2477393.44 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07509, over 25171.05 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2881, pruned_loss=0.06178, over 2468127.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.05437, over 7996.97 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2826, pruned_loss=0.04998, over 2478531.21 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07549, over 26932.17 utterances.], batch size: 33, lr: 2.33e-04
2022-08-31 18:51:15,024 INFO [train.py:927] (5/8) Epoch 17, batch 19350, giga_loss[loss=0.2149, simple_loss=0.3106, pruned_loss=0.05959, over 12396.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04906, over 161.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2836, pruned_loss=0.05166, over 2477458.09 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07891, over 26067.99 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2887, pruned_loss=0.06215, over 2468143.42 frames. utt_duration=1221 frames, utt_pad_proportion=0.05895, over 8092.62 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2826, pruned_loss=0.05032, over 2478523.99 frames. utt_duration=359.1 frames, utt_pad_proportion=0.07791, over 27698.42 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 18:53:22,638 INFO [train.py:927] (5/8) Epoch 17, batch 19400, giga_loss[loss=0.1542, simple_loss=0.2399, pruned_loss=0.03427, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04093, over 37.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2818, pruned_loss=0.05127, over 2477309.57 frames. utt_duration=385 frames, utt_pad_proportion=0.07906, over 25820.55 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2888, pruned_loss=0.06228, over 2468004.06 frames. utt_duration=1211 frames, utt_pad_proportion=0.0627, over 8160.74 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.281, pruned_loss=0.05002, over 2478335.92 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07737, over 27195.06 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 18:55:28,018 INFO [train.py:927] (5/8) Epoch 17, batch 19450, giga_loss[loss=0.1618, simple_loss=0.2543, pruned_loss=0.03466, over 12380.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1718, over 355.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2814, pruned_loss=0.05032, over 2476621.45 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07769, over 25643.73 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2884, pruned_loss=0.06203, over 2467794.17 frames. utt_duration=1218 frames, utt_pad_proportion=0.06132, over 8116.53 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04924, over 2477871.29 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07685, over 27236.51 utterances.], batch size: 355, lr: 2.32e-04
2022-08-31 18:57:18,547 INFO [train.py:927] (5/8) Epoch 17, batch 19500, giga_loss[loss=0.1751, simple_loss=0.2667, pruned_loss=0.04173, over 12399.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.025, over 48.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2832, pruned_loss=0.04996, over 2477518.34 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07147, over 24516.97 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2885, pruned_loss=0.06214, over 2467592.20 frames. utt_duration=1219 frames, utt_pad_proportion=0.06069, over 8105.14 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2826, pruned_loss=0.04881, over 2478858.65 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07136, over 26089.92 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 18:59:29,529 INFO [train.py:927] (5/8) Epoch 17, batch 19550, giga_loss[loss=0.1653, simple_loss=0.2548, pruned_loss=0.03793, over 12391.00 frames. utt_duration=141.6 frames, utt_pad_proportion=0.1669, over 353.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2834, pruned_loss=0.05026, over 2477320.75 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07352, over 24955.01 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2884, pruned_loss=0.06201, over 2467346.52 frames. utt_duration=1224 frames, utt_pad_proportion=0.05967, over 8073.73 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2829, pruned_loss=0.04918, over 2478836.75 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07365, over 26607.82 utterances.], batch size: 353, lr: 2.32e-04
2022-08-31 19:01:43,410 INFO [train.py:927] (5/8) Epoch 17, batch 19600, giga_loss[loss=0.1946, simple_loss=0.2905, pruned_loss=0.04936, over 12413.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03156, over 80.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2838, pruned_loss=0.04998, over 2477194.18 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07178, over 25045.85 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2887, pruned_loss=0.06191, over 2467344.86 frames. utt_duration=1229 frames, utt_pad_proportion=0.05898, over 8041.43 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2831, pruned_loss=0.04899, over 2478589.54 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07222, over 26713.33 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 19:03:57,725 INFO [train.py:927] (5/8) Epoch 17, batch 19650, giga_loss[loss=0.1832, simple_loss=0.2847, pruned_loss=0.0409, over 12340.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03297, over 51.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2867, pruned_loss=0.05101, over 2477076.07 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07352, over 25361.82 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.29, pruned_loss=0.06223, over 2467223.31 frames. utt_duration=1217 frames, utt_pad_proportion=0.06264, over 8119.53 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2849, pruned_loss=0.04957, over 2478622.21 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07289, over 27169.88 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 19:06:15,847 INFO [train.py:927] (5/8) Epoch 17, batch 19700, giga_loss[loss=0.1546, simple_loss=0.2454, pruned_loss=0.0319, over 12414.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.0445, over 26.00 utterances.], tot_loss[loss=0.195, simple_loss=0.287, pruned_loss=0.05146, over 2476903.28 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07142, over 24774.15 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2899, pruned_loss=0.06218, over 2467392.70 frames. utt_duration=1217 frames, utt_pad_proportion=0.06191, over 8116.73 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2856, pruned_loss=0.05022, over 2478094.14 frames. utt_duration=376.1 frames, utt_pad_proportion=0.07127, over 26439.54 utterances.], batch size: 26, lr: 2.32e-04
2022-08-31 19:08:33,356 INFO [train.py:927] (5/8) Epoch 17, batch 19750, giga_loss[loss=0.1864, simple_loss=0.2783, pruned_loss=0.0473, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02813, over 48.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2851, pruned_loss=0.05066, over 2476813.67 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07176, over 24405.36 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2893, pruned_loss=0.06211, over 2467400.52 frames. utt_duration=1215 frames, utt_pad_proportion=0.06506, over 8136.32 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2844, pruned_loss=0.04939, over 2478084.24 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07088, over 26261.05 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 19:10:35,886 INFO [train.py:927] (5/8) Epoch 17, batch 19800, giga_loss[loss=0.2084, simple_loss=0.3011, pruned_loss=0.05786, over 12424.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2849, pruned_loss=0.0501, over 2476968.98 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07136, over 24767.78 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2893, pruned_loss=0.06206, over 2467186.85 frames. utt_duration=1217 frames, utt_pad_proportion=0.06461, over 8122.02 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2843, pruned_loss=0.04905, over 2478229.32 frames. utt_duration=377 frames, utt_pad_proportion=0.07084, over 26375.71 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:12:30,548 INFO [train.py:927] (5/8) Epoch 17, batch 19850, giga_loss[loss=0.1809, simple_loss=0.2799, pruned_loss=0.04093, over 12403.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02893, over 58.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2871, pruned_loss=0.05118, over 2476973.94 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07028, over 24226.90 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2894, pruned_loss=0.06205, over 2466933.54 frames. utt_duration=1210 frames, utt_pad_proportion=0.0666, over 8166.29 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2865, pruned_loss=0.04998, over 2478522.28 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06933, over 25992.55 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 19:14:19,648 INFO [train.py:927] (5/8) Epoch 17, batch 19900, giga_loss[loss=0.1995, simple_loss=0.2876, pruned_loss=0.05569, over 12396.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0418, over 105.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2855, pruned_loss=0.0514, over 2476761.25 frames. utt_duration=412.2 frames, utt_pad_proportion=0.07019, over 24106.87 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2894, pruned_loss=0.06229, over 2466736.99 frames. utt_duration=1193 frames, utt_pad_proportion=0.07272, over 8282.06 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2849, pruned_loss=0.04976, over 2478637.05 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06764, over 26089.95 utterances.], batch size: 105, lr: 2.32e-04
2022-08-31 19:16:14,750 INFO [train.py:927] (5/8) Epoch 17, batch 19950, giga_loss[loss=0.2347, simple_loss=0.32, pruned_loss=0.07465, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02556, over 45.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2884, pruned_loss=0.05293, over 2477188.89 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06843, over 23967.68 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2895, pruned_loss=0.06234, over 2466871.29 frames. utt_duration=1189 frames, utt_pad_proportion=0.07292, over 8307.23 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2877, pruned_loss=0.0515, over 2478635.75 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06641, over 25642.13 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 19:17:59,471 INFO [train.py:927] (5/8) Epoch 17, batch 20000, giga_loss[loss=0.2113, simple_loss=0.304, pruned_loss=0.05929, over 12372.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04269, over 26.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2937, pruned_loss=0.05579, over 2477077.93 frames. utt_duration=427 frames, utt_pad_proportion=0.07243, over 23274.61 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2896, pruned_loss=0.06228, over 2467183.20 frames. utt_duration=1191 frames, utt_pad_proportion=0.07251, over 8296.58 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2932, pruned_loss=0.05454, over 2478179.26 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07063, over 24954.89 utterances.], batch size: 26, lr: 2.32e-04
2022-08-31 19:19:41,862 INFO [train.py:927] (5/8) Epoch 17, batch 20050, giga_loss[loss=0.2048, simple_loss=0.2817, pruned_loss=0.064, over 12461.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03268, over 86.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2904, pruned_loss=0.05525, over 2476634.58 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07023, over 22366.64 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2896, pruned_loss=0.06236, over 2467601.78 frames. utt_duration=1193 frames, utt_pad_proportion=0.07136, over 8284.74 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.29, pruned_loss=0.05409, over 2477310.02 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06923, over 23962.95 utterances.], batch size: 86, lr: 2.32e-04
2022-08-31 19:21:26,407 INFO [train.py:927] (5/8) Epoch 17, batch 20100, giga_loss[loss=0.1977, simple_loss=0.2758, pruned_loss=0.0598, over 12397.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05643, over 162.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2832, pruned_loss=0.05291, over 2474841.95 frames. utt_duration=450 frames, utt_pad_proportion=0.07176, over 22062.55 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.289, pruned_loss=0.06207, over 2467554.07 frames. utt_duration=1195 frames, utt_pad_proportion=0.07055, over 8272.90 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2834, pruned_loss=0.052, over 2475648.30 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07108, over 23712.50 utterances.], batch size: 162, lr: 2.32e-04
2022-08-31 19:23:10,760 INFO [train.py:927] (5/8) Epoch 17, batch 20150, giga_loss[loss=0.1555, simple_loss=0.2475, pruned_loss=0.03177, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2753, pruned_loss=0.04999, over 2473951.83 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07204, over 21493.14 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2888, pruned_loss=0.06194, over 2467525.78 frames. utt_duration=1200 frames, utt_pad_proportion=0.06954, over 8238.67 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2754, pruned_loss=0.0492, over 2474758.73 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07183, over 23080.07 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 19:24:53,509 INFO [train.py:927] (5/8) Epoch 17, batch 20200, giga_loss[loss=0.2045, simple_loss=0.2844, pruned_loss=0.06228, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.2697, pruned_loss=0.04819, over 2473225.74 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06765, over 20444.85 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2891, pruned_loss=0.06212, over 2467318.55 frames. utt_duration=1201 frames, utt_pad_proportion=0.06904, over 8229.33 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2694, pruned_loss=0.04728, over 2474095.89 frames. utt_duration=455 frames, utt_pad_proportion=0.06791, over 21814.62 utterances.], batch size: 258, lr: 2.32e-04
2022-08-31 19:26:44,391 INFO [train.py:927] (5/8) Epoch 17, batch 20250, libri_loss[loss=0.2106, simple_loss=0.2934, pruned_loss=0.06391, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006082, over 32.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2651, pruned_loss=0.04644, over 2472926.74 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06336, over 19241.88 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2887, pruned_loss=0.06195, over 2466779.26 frames. utt_duration=1207 frames, utt_pad_proportion=0.06784, over 8182.08 utterances.], giga_tot_loss[loss=0.1779, simple_loss=0.2647, pruned_loss=0.04552, over 2474287.46 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06425, over 20651.31 utterances.], batch size: 32, lr: 2.32e-04
2022-08-31 19:28:29,021 INFO [train.py:927] (5/8) Epoch 17, batch 20300, giga_loss[loss=0.1715, simple_loss=0.2487, pruned_loss=0.04717, over 12416.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07181, over 212.00 utterances.], tot_loss[loss=0.1749, simple_loss=0.2602, pruned_loss=0.04477, over 2473406.01 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06474, over 19346.73 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2886, pruned_loss=0.06191, over 2466977.12 frames. utt_duration=1210 frames, utt_pad_proportion=0.06734, over 8168.31 utterances.], giga_tot_loss[loss=0.1738, simple_loss=0.2597, pruned_loss=0.04392, over 2474347.99 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06553, over 20565.64 utterances.], batch size: 212, lr: 2.32e-04
2022-08-31 19:30:11,983 INFO [train.py:927] (5/8) Epoch 17, batch 20350, giga_loss[loss=0.1433, simple_loss=0.2335, pruned_loss=0.02651, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03954, over 133.00 utterances.], tot_loss[loss=0.1711, simple_loss=0.2559, pruned_loss=0.04314, over 2473376.63 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06333, over 19407.09 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2881, pruned_loss=0.06174, over 2466938.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.06665, over 8151.08 utterances.], giga_tot_loss[loss=0.17, simple_loss=0.2554, pruned_loss=0.04231, over 2474296.36 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06425, over 20583.80 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:31:55,391 INFO [train.py:927] (5/8) Epoch 17, batch 20400, giga_loss[loss=0.2038, simple_loss=0.2922, pruned_loss=0.0577, over 12452.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03499, over 123.00 utterances.], tot_loss[loss=0.168, simple_loss=0.2519, pruned_loss=0.04207, over 2474289.92 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06263, over 19107.77 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.288, pruned_loss=0.06163, over 2466754.58 frames. utt_duration=1214 frames, utt_pad_proportion=0.06603, over 8138.81 utterances.], giga_tot_loss[loss=0.1669, simple_loss=0.2512, pruned_loss=0.04127, over 2475266.68 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06359, over 20185.85 utterances.], batch size: 123, lr: 2.32e-04
2022-08-31 19:33:39,641 INFO [train.py:927] (5/8) Epoch 17, batch 20450, giga_loss[loss=0.2325, simple_loss=0.3149, pruned_loss=0.07507, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03664, over 40.00 utterances.], tot_loss[loss=0.1755, simple_loss=0.2598, pruned_loss=0.04564, over 2474729.15 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06176, over 19289.13 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2876, pruned_loss=0.06142, over 2466518.70 frames. utt_duration=1219 frames, utt_pad_proportion=0.06531, over 8104.29 utterances.], giga_tot_loss[loss=0.1743, simple_loss=0.259, pruned_loss=0.04487, over 2475842.92 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0628, over 20370.75 utterances.], batch size: 40, lr: 2.32e-04
2022-08-31 19:35:24,160 INFO [train.py:927] (5/8) Epoch 17, batch 20500, libri_loss[loss=0.1539, simple_loss=0.2316, pruned_loss=0.03812, over 12169.00 frames. utt_duration=1804 frames, utt_pad_proportion=0.02741, over 27.00 utterances.], tot_loss[loss=0.1837, simple_loss=0.2689, pruned_loss=0.04925, over 2473677.54 frames. utt_duration=543 frames, utt_pad_proportion=0.05902, over 18271.18 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2874, pruned_loss=0.06128, over 2466497.99 frames. utt_duration=1220 frames, utt_pad_proportion=0.06448, over 8096.33 utterances.], giga_tot_loss[loss=0.1823, simple_loss=0.2678, pruned_loss=0.04835, over 2474871.91 frames. utt_duration=509.2 frames, utt_pad_proportion=0.0603, over 19497.19 utterances.], batch size: 27, lr: 2.32e-04
2022-08-31 19:37:09,776 INFO [train.py:927] (5/8) Epoch 17, batch 20550, giga_loss[loss=0.1809, simple_loss=0.2828, pruned_loss=0.0395, over 12447.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0354, over 123.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2746, pruned_loss=0.05072, over 2474008.89 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05673, over 18118.11 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2874, pruned_loss=0.06137, over 2466612.60 frames. utt_duration=1223 frames, utt_pad_proportion=0.06376, over 8079.92 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2735, pruned_loss=0.0498, over 2474970.85 frames. utt_duration=516.3 frames, utt_pad_proportion=0.05811, over 19230.84 utterances.], batch size: 123, lr: 2.32e-04
2022-08-31 19:38:53,381 INFO [train.py:927] (5/8) Epoch 17, batch 20600, giga_loss[loss=0.252, simple_loss=0.3217, pruned_loss=0.09118, over 12125.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04259, over 33.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2785, pruned_loss=0.05239, over 2473669.91 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05397, over 17481.00 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2873, pruned_loss=0.06128, over 2466563.49 frames. utt_duration=1228 frames, utt_pad_proportion=0.06249, over 8046.94 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2775, pruned_loss=0.05145, over 2474682.12 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05568, over 18660.97 utterances.], batch size: 33, lr: 2.32e-04
2022-08-31 19:40:36,346 INFO [train.py:927] (5/8) Epoch 17, batch 20650, giga_loss[loss=0.2435, simple_loss=0.3276, pruned_loss=0.07971, over 12396.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.198, simple_loss=0.285, pruned_loss=0.05556, over 2473488.27 frames. utt_duration=558 frames, utt_pad_proportion=0.05899, over 17777.78 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2883, pruned_loss=0.06144, over 2466399.86 frames. utt_duration=1230 frames, utt_pad_proportion=0.06185, over 8031.24 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.283, pruned_loss=0.05453, over 2474535.94 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06022, over 18882.03 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:42:16,705 INFO [train.py:927] (5/8) Epoch 17, batch 20700, giga_loss[loss=0.2014, simple_loss=0.2933, pruned_loss=0.05473, over 12487.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04329, over 34.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2887, pruned_loss=0.05677, over 2473144.30 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06384, over 17991.44 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2884, pruned_loss=0.06155, over 2466363.29 frames. utt_duration=1221 frames, utt_pad_proportion=0.06493, over 8089.63 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.287, pruned_loss=0.05568, over 2474224.75 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06343, over 19137.89 utterances.], batch size: 34, lr: 2.32e-04
2022-08-31 19:43:58,475 INFO [train.py:927] (5/8) Epoch 17, batch 20750, giga_loss[loss=0.2043, simple_loss=0.2983, pruned_loss=0.0551, over 12344.00 frames. utt_duration=668.7 frames, utt_pad_proportion=0.02669, over 74.00 utterances.], tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.05754, over 2473510.55 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06736, over 17944.66 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2881, pruned_loss=0.06142, over 2466569.79 frames. utt_duration=1215 frames, utt_pad_proportion=0.06685, over 8128.49 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.29, pruned_loss=0.0566, over 2474463.81 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06604, over 19253.11 utterances.], batch size: 74, lr: 2.32e-04
2022-08-31 19:45:42,023 INFO [train.py:927] (5/8) Epoch 17, batch 20800, giga_loss[loss=0.1815, simple_loss=0.2785, pruned_loss=0.04224, over 12394.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04461, over 26.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05692, over 2473942.14 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06598, over 17637.54 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2882, pruned_loss=0.06137, over 2466828.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06659, over 8134.15 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2915, pruned_loss=0.05619, over 2474524.59 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06509, over 18746.16 utterances.], batch size: 26, lr: 2.32e-04
2022-08-31 19:47:27,761 INFO [train.py:927] (5/8) Epoch 17, batch 20850, giga_loss[loss=0.2302, simple_loss=0.3158, pruned_loss=0.07225, over 12443.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0352, over 105.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.05719, over 2474012.45 frames. utt_duration=579 frames, utt_pad_proportion=0.06445, over 17134.80 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2885, pruned_loss=0.06154, over 2467097.29 frames. utt_duration=1214 frames, utt_pad_proportion=0.06563, over 8141.61 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2924, pruned_loss=0.05635, over 2474390.78 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06418, over 18225.34 utterances.], batch size: 105, lr: 2.32e-04
2022-08-31 19:49:10,071 INFO [train.py:927] (5/8) Epoch 17, batch 20900, giga_loss[loss=0.2164, simple_loss=0.2981, pruned_loss=0.06737, over 12275.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05982, over 2473402.75 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06787, over 17264.25 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2884, pruned_loss=0.06153, over 2466724.11 frames. utt_duration=1209 frames, utt_pad_proportion=0.06804, over 8168.37 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05904, over 2474231.28 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06653, over 18397.88 utterances.], batch size: 54, lr: 2.32e-04
2022-08-31 19:50:51,986 INFO [train.py:927] (5/8) Epoch 17, batch 20950, giga_loss[loss=0.1934, simple_loss=0.2854, pruned_loss=0.05069, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04876, over 34.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2938, pruned_loss=0.0602, over 2473737.87 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06573, over 17169.94 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2881, pruned_loss=0.06146, over 2467056.91 frames. utt_duration=1212 frames, utt_pad_proportion=0.06733, over 8153.27 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05958, over 2474316.38 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06499, over 18372.37 utterances.], batch size: 34, lr: 2.32e-04
2022-08-31 19:52:32,982 INFO [train.py:927] (5/8) Epoch 17, batch 21000, giga_loss[loss=0.1947, simple_loss=0.2862, pruned_loss=0.05164, over 12347.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2924, pruned_loss=0.05945, over 2473945.65 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06099, over 17008.36 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2877, pruned_loss=0.06126, over 2467428.61 frames. utt_duration=1214 frames, utt_pad_proportion=0.06601, over 8137.70 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.0591, over 2474301.97 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06116, over 18261.11 utterances.], batch size: 85, lr: 2.32e-04
2022-08-31 19:52:32,983 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 19:52:46,234 INFO [train.py:967] (5/8) 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 19:54:29,300 INFO [train.py:927] (5/8) Epoch 17, batch 21050, giga_loss[loss=0.1822, simple_loss=0.2637, pruned_loss=0.05034, over 12284.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02194, over 54.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2907, pruned_loss=0.05869, over 2473301.95 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05994, over 16985.87 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2876, pruned_loss=0.06124, over 2467213.61 frames. utt_duration=1218 frames, utt_pad_proportion=0.06529, over 8113.74 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2913, pruned_loss=0.0584, over 2473876.00 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06038, over 18108.92 utterances.], batch size: 54, lr: 2.32e-04
2022-08-31 19:56:11,675 INFO [train.py:927] (5/8) Epoch 17, batch 21100, giga_loss[loss=0.1886, simple_loss=0.2786, pruned_loss=0.0493, over 12238.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03245, over 45.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2877, pruned_loss=0.05742, over 2473407.27 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06761, over 17884.20 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2879, pruned_loss=0.06109, over 2466729.64 frames. utt_duration=1222 frames, utt_pad_proportion=0.06385, over 8081.51 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.288, pruned_loss=0.05721, over 2474574.96 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06811, over 19179.48 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 19:58:01,793 INFO [train.py:927] (5/8) Epoch 17, batch 21150, giga_loss[loss=0.196, simple_loss=0.2746, pruned_loss=0.05869, over 12351.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03071, over 85.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.284, pruned_loss=0.05625, over 2473716.28 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06682, over 18436.46 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2877, pruned_loss=0.06095, over 2466564.34 frames. utt_duration=1225 frames, utt_pad_proportion=0.06312, over 8061.38 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2844, pruned_loss=0.05615, over 2474862.42 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06757, over 19611.79 utterances.], batch size: 85, lr: 2.32e-04
2022-08-31 19:59:43,915 INFO [train.py:927] (5/8) Epoch 17, batch 21200, giga_loss[loss=0.1924, simple_loss=0.2765, pruned_loss=0.0541, over 12292.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03369, over 28.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2835, pruned_loss=0.056, over 2473563.80 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06484, over 17767.20 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2875, pruned_loss=0.06087, over 2466802.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06265, over 8047.80 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2839, pruned_loss=0.05594, over 2474324.50 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06574, over 18787.32 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:01:25,966 INFO [train.py:927] (5/8) Epoch 17, batch 21250, giga_loss[loss=0.2028, simple_loss=0.2866, pruned_loss=0.05944, over 12340.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03366, over 97.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2815, pruned_loss=0.05587, over 2473157.39 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06407, over 17257.97 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2877, pruned_loss=0.06114, over 2466975.92 frames. utt_duration=1218 frames, utt_pad_proportion=0.06685, over 8114.18 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2816, pruned_loss=0.05552, over 2473695.22 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06309, over 18126.91 utterances.], batch size: 97, lr: 2.32e-04
2022-08-31 20:03:05,735 INFO [train.py:927] (5/8) Epoch 17, batch 21300, giga_loss[loss=0.1763, simple_loss=0.2593, pruned_loss=0.04667, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04637, over 34.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2783, pruned_loss=0.05476, over 2473690.81 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06253, over 16974.08 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2879, pruned_loss=0.06122, over 2467103.20 frames. utt_duration=1215 frames, utt_pad_proportion=0.06711, over 8134.92 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2781, pruned_loss=0.05435, over 2474053.13 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06167, over 17722.93 utterances.], batch size: 34, lr: 2.32e-04
2022-08-31 20:04:44,089 INFO [train.py:927] (5/8) Epoch 17, batch 21350, giga_loss[loss=0.1868, simple_loss=0.2698, pruned_loss=0.05193, over 12389.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2751, pruned_loss=0.05373, over 2473259.47 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05728, over 16145.88 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2878, pruned_loss=0.06123, over 2467316.03 frames. utt_duration=1219 frames, utt_pad_proportion=0.06588, over 8107.88 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2748, pruned_loss=0.05323, over 2473491.76 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05724, over 16948.24 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 20:06:25,852 INFO [train.py:927] (5/8) Epoch 17, batch 21400, libri_loss[loss=0.2012, simple_loss=0.2809, pruned_loss=0.06075, over 12288.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007221, over 37.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2726, pruned_loss=0.05291, over 2472366.15 frames. utt_duration=644.7 frames, utt_pad_proportion=0.05396, over 15375.18 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2869, pruned_loss=0.06077, over 2466926.98 frames. utt_duration=1230 frames, utt_pad_proportion=0.06426, over 8032.11 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2727, pruned_loss=0.05265, over 2473131.07 frames. utt_duration=605.4 frames, utt_pad_proportion=0.0547, over 16380.32 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:08:06,920 INFO [train.py:927] (5/8) Epoch 17, batch 21450, giga_loss[loss=0.1948, simple_loss=0.2699, pruned_loss=0.05985, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03522, over 40.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2703, pruned_loss=0.05241, over 2472575.43 frames. utt_duration=652.2 frames, utt_pad_proportion=0.05458, over 15199.35 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2867, pruned_loss=0.06072, over 2466871.25 frames. utt_duration=1233 frames, utt_pad_proportion=0.06384, over 8011.84 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2704, pruned_loss=0.05218, over 2473278.82 frames. utt_duration=616.8 frames, utt_pad_proportion=0.05531, over 16078.37 utterances.], batch size: 40, lr: 2.32e-04
2022-08-31 20:09:50,258 INFO [train.py:927] (5/8) Epoch 17, batch 21500, giga_loss[loss=0.173, simple_loss=0.2565, pruned_loss=0.04476, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03472, over 37.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2717, pruned_loss=0.05316, over 2472469.07 frames. utt_duration=638.5 frames, utt_pad_proportion=0.06084, over 15526.56 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2866, pruned_loss=0.06064, over 2466576.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06254, over 7971.06 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2714, pruned_loss=0.05283, over 2473440.29 frames. utt_duration=602.7 frames, utt_pad_proportion=0.06154, over 16456.85 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:11:33,251 INFO [train.py:927] (5/8) Epoch 17, batch 21550, giga_loss[loss=0.1824, simple_loss=0.2703, pruned_loss=0.04725, over 12402.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04535, over 26.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2776, pruned_loss=0.05657, over 2472297.41 frames. utt_duration=613.1 frames, utt_pad_proportion=0.06017, over 16170.54 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2866, pruned_loss=0.06064, over 2466917.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.06131, over 7953.97 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2771, pruned_loss=0.05617, over 2472887.34 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06125, over 17105.11 utterances.], batch size: 26, lr: 2.32e-04
2022-08-31 20:13:15,146 INFO [train.py:927] (5/8) Epoch 17, batch 21600, giga_loss[loss=0.225, simple_loss=0.3127, pruned_loss=0.06861, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0305, over 42.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2826, pruned_loss=0.05802, over 2471918.75 frames. utt_duration=613.1 frames, utt_pad_proportion=0.05657, over 16168.41 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2867, pruned_loss=0.06076, over 2467150.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.06131, over 7975.70 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2821, pruned_loss=0.05752, over 2472261.95 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05756, over 17045.59 utterances.], batch size: 42, lr: 2.32e-04
2022-08-31 20:14:57,569 INFO [train.py:927] (5/8) Epoch 17, batch 21650, giga_loss[loss=0.1937, simple_loss=0.2901, pruned_loss=0.04862, over 12278.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.03929, over 51.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.288, pruned_loss=0.05963, over 2471596.66 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06095, over 16803.01 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.287, pruned_loss=0.06091, over 2467240.26 frames. utt_duration=1241 frames, utt_pad_proportion=0.06036, over 7961.27 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2872, pruned_loss=0.05908, over 2471865.03 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06182, over 17647.93 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 20:16:37,878 INFO [train.py:927] (5/8) Epoch 17, batch 21700, giga_loss[loss=0.2348, simple_loss=0.3083, pruned_loss=0.08064, over 12369.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1898, over 363.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2894, pruned_loss=0.05903, over 2472178.22 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06835, over 17595.32 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2877, pruned_loss=0.06149, over 2467629.81 frames. utt_duration=1209 frames, utt_pad_proportion=0.07213, over 8173.36 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2882, pruned_loss=0.05801, over 2472200.75 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06397, over 18372.11 utterances.], batch size: 363, lr: 2.32e-04
2022-08-31 20:18:20,966 INFO [train.py:927] (5/8) Epoch 17, batch 21750, giga_loss[loss=0.2027, simple_loss=0.296, pruned_loss=0.05468, over 12421.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03817, over 133.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2896, pruned_loss=0.05848, over 2472034.87 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06473, over 17904.30 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2878, pruned_loss=0.06155, over 2467761.38 frames. utt_duration=1211 frames, utt_pad_proportion=0.07158, over 8161.64 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2886, pruned_loss=0.0576, over 2471975.86 frames. utt_duration=533 frames, utt_pad_proportion=0.06164, over 18604.64 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 20:20:02,849 INFO [train.py:927] (5/8) Epoch 17, batch 21800, giga_loss[loss=0.2561, simple_loss=0.336, pruned_loss=0.08804, over 12414.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07185, over 212.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.291, pruned_loss=0.05913, over 2472461.45 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06717, over 18757.66 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2872, pruned_loss=0.06126, over 2467557.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06997, over 8110.56 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2908, pruned_loss=0.05859, over 2472734.52 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06521, over 19662.35 utterances.], batch size: 212, lr: 2.32e-04
2022-08-31 20:21:44,572 INFO [train.py:927] (5/8) Epoch 17, batch 21850, giga_loss[loss=0.2421, simple_loss=0.3203, pruned_loss=0.08192, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06315, over 183.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2926, pruned_loss=0.05989, over 2472497.45 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06502, over 18650.84 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2871, pruned_loss=0.06116, over 2467504.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.06916, over 8094.02 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2926, pruned_loss=0.05952, over 2472790.29 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06384, over 19522.16 utterances.], batch size: 183, lr: 2.32e-04
2022-08-31 20:23:28,997 INFO [train.py:927] (5/8) Epoch 17, batch 21900, giga_loss[loss=0.2369, simple_loss=0.3181, pruned_loss=0.07784, over 12451.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.0325, over 86.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06096, over 2472290.78 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06791, over 18582.49 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06093, over 2467092.01 frames. utt_duration=1227 frames, utt_pad_proportion=0.06716, over 8054.49 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.294, pruned_loss=0.06084, over 2473083.87 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06745, over 19733.44 utterances.], batch size: 86, lr: 2.32e-04
2022-08-31 20:25:11,091 INFO [train.py:927] (5/8) Epoch 17, batch 21950, giga_loss[loss=0.2014, simple_loss=0.292, pruned_loss=0.05541, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03694, over 105.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2946, pruned_loss=0.06146, over 2472406.14 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06681, over 18320.87 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2868, pruned_loss=0.061, over 2467113.03 frames. utt_duration=1216 frames, utt_pad_proportion=0.07053, over 8123.89 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2951, pruned_loss=0.06132, over 2473089.37 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06532, over 19309.60 utterances.], batch size: 105, lr: 2.32e-04
2022-08-31 20:26:53,601 INFO [train.py:927] (5/8) Epoch 17, batch 22000, giga_loss[loss=0.2025, simple_loss=0.2926, pruned_loss=0.05618, over 12382.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2962, pruned_loss=0.06202, over 2471784.49 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06204, over 17433.31 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.287, pruned_loss=0.06122, over 2467053.53 frames. utt_duration=1218 frames, utt_pad_proportion=0.0697, over 8113.06 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2965, pruned_loss=0.06173, over 2472446.13 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06132, over 18350.43 utterances.], batch size: 161, lr: 2.32e-04
2022-08-31 20:28:36,898 INFO [train.py:927] (5/8) Epoch 17, batch 22050, libri_loss[loss=0.2315, simple_loss=0.3071, pruned_loss=0.0779, over 12370.00 frames. utt_duration=952.8 frames, utt_pad_proportion=0.07852, over 52.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2964, pruned_loss=0.0623, over 2471622.52 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0624, over 17005.26 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2872, pruned_loss=0.06134, over 2466913.45 frames. utt_duration=1217 frames, utt_pad_proportion=0.06934, over 8121.35 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2967, pruned_loss=0.06196, over 2472356.27 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06191, over 17853.10 utterances.], batch size: 52, lr: 2.32e-04
2022-08-31 20:30:17,622 INFO [train.py:927] (5/8) Epoch 17, batch 22100, giga_loss[loss=0.2121, simple_loss=0.2974, pruned_loss=0.06339, over 12358.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03212, over 51.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2948, pruned_loss=0.06195, over 2471837.92 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06109, over 16578.74 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2865, pruned_loss=0.06103, over 2466926.27 frames. utt_duration=1222 frames, utt_pad_proportion=0.06842, over 8085.11 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2957, pruned_loss=0.06198, over 2472507.11 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06108, over 17439.29 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 20:31:59,631 INFO [train.py:927] (5/8) Epoch 17, batch 22150, giga_loss[loss=0.2163, simple_loss=0.2996, pruned_loss=0.0665, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03701, over 37.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.06246, over 2471135.41 frames. utt_duration=620.8 frames, utt_pad_proportion=0.05811, over 15961.03 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2866, pruned_loss=0.06106, over 2466903.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.06814, over 8080.68 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2959, pruned_loss=0.06246, over 2471700.25 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05833, over 16673.86 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:33:41,149 INFO [train.py:927] (5/8) Epoch 17, batch 22200, libri_loss[loss=0.2276, simple_loss=0.311, pruned_loss=0.07212, over 12351.00 frames. utt_duration=773.4 frames, utt_pad_proportion=0.1201, over 64.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2954, pruned_loss=0.06234, over 2470875.95 frames. utt_duration=603.8 frames, utt_pad_proportion=0.06372, over 16410.60 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.287, pruned_loss=0.06132, over 2467020.46 frames. utt_duration=1208 frames, utt_pad_proportion=0.07191, over 8180.72 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2957, pruned_loss=0.06212, over 2471282.40 frames. utt_duration=582 frames, utt_pad_proportion=0.06188, over 17028.67 utterances.], batch size: 64, lr: 2.32e-04
2022-08-31 20:35:31,345 INFO [train.py:927] (5/8) Epoch 17, batch 22250, giga_loss[loss=0.2072, simple_loss=0.2943, pruned_loss=0.06006, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2941, pruned_loss=0.06174, over 2471001.78 frames. utt_duration=632.3 frames, utt_pad_proportion=0.05976, over 15669.93 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2867, pruned_loss=0.06112, over 2467089.58 frames. utt_duration=1212 frames, utt_pad_proportion=0.07115, over 8153.12 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2948, pruned_loss=0.06176, over 2471316.13 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05866, over 16289.44 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 20:37:13,866 INFO [train.py:927] (5/8) Epoch 17, batch 22300, giga_loss[loss=0.2226, simple_loss=0.3088, pruned_loss=0.06818, over 12413.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.04011, over 123.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2917, pruned_loss=0.06099, over 2471999.44 frames. utt_duration=616.7 frames, utt_pad_proportion=0.06202, over 16072.29 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2867, pruned_loss=0.06125, over 2467189.20 frames. utt_duration=1205 frames, utt_pad_proportion=0.074, over 8197.34 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.06087, over 2472258.63 frames. utt_duration=593.4 frames, utt_pad_proportion=0.05958, over 16706.91 utterances.], batch size: 123, lr: 2.32e-04
2022-08-31 20:38:56,528 INFO [train.py:927] (5/8) Epoch 17, batch 22350, giga_loss[loss=0.2098, simple_loss=0.2938, pruned_loss=0.06286, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04105, over 33.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06074, over 2471522.61 frames. utt_duration=624 frames, utt_pad_proportion=0.05956, over 15881.09 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2869, pruned_loss=0.06131, over 2467137.09 frames. utt_duration=1207 frames, utt_pad_proportion=0.07311, over 8185.45 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2909, pruned_loss=0.0606, over 2471830.75 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05801, over 16500.87 utterances.], batch size: 33, lr: 2.32e-04
2022-08-31 20:40:36,882 INFO [train.py:927] (5/8) Epoch 17, batch 22400, giga_loss[loss=0.2153, simple_loss=0.2924, pruned_loss=0.06912, over 12413.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02886, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2877, pruned_loss=0.0597, over 2471696.65 frames. utt_duration=639.7 frames, utt_pad_proportion=0.05623, over 15490.55 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2871, pruned_loss=0.06148, over 2467031.69 frames. utt_duration=1212 frames, utt_pad_proportion=0.07187, over 8154.31 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2878, pruned_loss=0.05939, over 2472149.61 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05551, over 16186.52 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 20:42:16,111 INFO [train.py:927] (5/8) Epoch 17, batch 22450, giga_loss[loss=0.163, simple_loss=0.2548, pruned_loss=0.03556, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04256, over 31.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2841, pruned_loss=0.05805, over 2470722.75 frames. utt_duration=656 frames, utt_pad_proportion=0.05751, over 15100.33 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2874, pruned_loss=0.06154, over 2466963.26 frames. utt_duration=1206 frames, utt_pad_proportion=0.07199, over 8190.18 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2838, pruned_loss=0.05768, over 2471239.37 frames. utt_duration=627.9 frames, utt_pad_proportion=0.0566, over 15780.96 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:43:55,859 INFO [train.py:927] (5/8) Epoch 17, batch 22500, giga_loss[loss=0.1754, simple_loss=0.2523, pruned_loss=0.04918, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03677, over 37.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2839, pruned_loss=0.05731, over 2471904.14 frames. utt_duration=620.4 frames, utt_pad_proportion=0.05785, over 15975.53 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.06158, over 2467451.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07471, over 8230.13 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2839, pruned_loss=0.05692, over 2471974.64 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05594, over 16650.51 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:45:38,075 INFO [train.py:927] (5/8) Epoch 17, batch 22550, giga_loss[loss=0.1668, simple_loss=0.262, pruned_loss=0.03586, over 12437.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03253, over 75.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2862, pruned_loss=0.05814, over 2472772.44 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06394, over 17375.92 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2876, pruned_loss=0.06194, over 2467508.82 frames. utt_duration=1197 frames, utt_pad_proportion=0.07433, over 8257.93 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2857, pruned_loss=0.05745, over 2472866.41 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06232, over 18062.06 utterances.], batch size: 75, lr: 2.32e-04
2022-08-31 20:47:18,362 INFO [train.py:927] (5/8) Epoch 17, batch 22600, giga_loss[loss=0.1888, simple_loss=0.2717, pruned_loss=0.0529, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02625, over 45.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2866, pruned_loss=0.05718, over 2473815.23 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06297, over 18298.43 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2878, pruned_loss=0.06197, over 2467689.98 frames. utt_duration=1191 frames, utt_pad_proportion=0.07473, over 8296.50 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2861, pruned_loss=0.05653, over 2473825.10 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06152, over 18983.40 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 20:48:59,441 INFO [train.py:927] (5/8) Epoch 17, batch 22650, giga_loss[loss=0.2078, simple_loss=0.2903, pruned_loss=0.06261, over 12450.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2863, pruned_loss=0.05656, over 2473919.84 frames. utt_duration=545.9 frames, utt_pad_proportion=0.059, over 18176.95 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2878, pruned_loss=0.06191, over 2467890.58 frames. utt_duration=1189 frames, utt_pad_proportion=0.07458, over 8315.03 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2859, pruned_loss=0.05602, over 2473809.97 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05792, over 18833.73 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 20:50:41,380 INFO [train.py:927] (5/8) Epoch 17, batch 22700, giga_loss[loss=0.1894, simple_loss=0.271, pruned_loss=0.05396, over 12482.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03201, over 43.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.287, pruned_loss=0.057, over 2474416.85 frames. utt_duration=553.1 frames, utt_pad_proportion=0.0585, over 17943.04 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.288, pruned_loss=0.06198, over 2467776.71 frames. utt_duration=1181 frames, utt_pad_proportion=0.07786, over 8368.03 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2865, pruned_loss=0.05637, over 2474626.29 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05598, over 18683.05 utterances.], batch size: 43, lr: 2.32e-04
2022-08-31 20:52:22,938 INFO [train.py:927] (5/8) Epoch 17, batch 22750, giga_loss[loss=0.1873, simple_loss=0.2731, pruned_loss=0.05071, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02794, over 48.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2875, pruned_loss=0.05687, over 2474038.44 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05593, over 17278.14 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2879, pruned_loss=0.06193, over 2467910.84 frames. utt_duration=1184 frames, utt_pad_proportion=0.07732, over 8351.37 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2872, pruned_loss=0.05637, over 2474129.98 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05412, over 17961.20 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 20:54:04,897 INFO [train.py:927] (5/8) Epoch 17, batch 22800, giga_loss[loss=0.2022, simple_loss=0.2909, pruned_loss=0.05673, over 12330.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03364, over 97.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2888, pruned_loss=0.05749, over 2474353.79 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05895, over 17160.24 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2882, pruned_loss=0.06223, over 2468398.67 frames. utt_duration=1173 frames, utt_pad_proportion=0.07953, over 8428.67 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2882, pruned_loss=0.05663, over 2474189.79 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05591, over 17969.41 utterances.], batch size: 97, lr: 2.32e-04
2022-08-31 20:55:47,970 INFO [train.py:927] (5/8) Epoch 17, batch 22850, libri_loss[loss=0.187, simple_loss=0.2674, pruned_loss=0.05334, over 12300.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008657, over 28.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2895, pruned_loss=0.05767, over 2474481.20 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05881, over 17004.11 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.288, pruned_loss=0.06216, over 2468086.97 frames. utt_duration=1179 frames, utt_pad_proportion=0.07826, over 8387.38 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2893, pruned_loss=0.05693, over 2474800.10 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05679, over 17899.72 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:57:25,542 INFO [train.py:927] (5/8) Epoch 17, batch 22900, libri_loss[loss=0.1685, simple_loss=0.2573, pruned_loss=0.03988, over 12193.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006894, over 30.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2874, pruned_loss=0.0567, over 2473726.39 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05915, over 16681.94 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2878, pruned_loss=0.06211, over 2467840.59 frames. utt_duration=1174 frames, utt_pad_proportion=0.08085, over 8420.95 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2874, pruned_loss=0.05608, over 2474354.93 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05622, over 17559.41 utterances.], batch size: 30, lr: 2.32e-04
2022-08-31 20:59:04,002 INFO [train.py:927] (5/8) Epoch 17, batch 22950, giga_loss[loss=0.1897, simple_loss=0.2844, pruned_loss=0.04744, over 12432.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03262, over 75.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2864, pruned_loss=0.05599, over 2473539.12 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06429, over 17520.71 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2878, pruned_loss=0.06217, over 2468032.81 frames. utt_duration=1168 frames, utt_pad_proportion=0.08394, over 8462.99 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2864, pruned_loss=0.05536, over 2473988.58 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06054, over 18334.34 utterances.], batch size: 75, lr: 2.32e-04
2022-08-31 21:00:44,706 INFO [train.py:927] (5/8) Epoch 17, batch 23000, libri_loss[loss=0.185, simple_loss=0.2613, pruned_loss=0.05433, over 12376.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007509, over 31.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2863, pruned_loss=0.05549, over 2473995.04 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06437, over 17600.22 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06193, over 2468326.46 frames. utt_duration=1181 frames, utt_pad_proportion=0.08179, over 8373.00 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2871, pruned_loss=0.05498, over 2474293.28 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06206, over 18694.46 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 21:02:24,989 INFO [train.py:927] (5/8) Epoch 17, batch 23050, giga_loss[loss=0.1926, simple_loss=0.2816, pruned_loss=0.05182, over 12387.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02652, over 91.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2856, pruned_loss=0.05528, over 2474448.41 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06472, over 17860.39 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2865, pruned_loss=0.06163, over 2468496.50 frames. utt_duration=1186 frames, utt_pad_proportion=0.0803, over 8339.57 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2868, pruned_loss=0.05491, over 2474767.83 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06318, over 19114.47 utterances.], batch size: 91, lr: 2.32e-04
2022-08-31 21:04:05,715 INFO [train.py:927] (5/8) Epoch 17, batch 23100, giga_loss[loss=0.233, simple_loss=0.3015, pruned_loss=0.08225, over 12336.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1937, over 364.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2842, pruned_loss=0.05568, over 2473988.92 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06645, over 17925.26 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2866, pruned_loss=0.06174, over 2468375.45 frames. utt_duration=1175 frames, utt_pad_proportion=0.08356, over 8415.40 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2849, pruned_loss=0.05515, over 2474473.65 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06366, over 19066.61 utterances.], batch size: 364, lr: 2.32e-04
2022-08-31 21:05:47,137 INFO [train.py:927] (5/8) Epoch 17, batch 23150, giga_loss[loss=0.1949, simple_loss=0.2934, pruned_loss=0.04824, over 12470.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03281, over 86.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2822, pruned_loss=0.0553, over 2474153.83 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06136, over 17200.08 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2867, pruned_loss=0.06171, over 2468458.35 frames. utt_duration=1178 frames, utt_pad_proportion=0.08227, over 8389.27 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2826, pruned_loss=0.05479, over 2474567.98 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05971, over 18286.60 utterances.], batch size: 86, lr: 2.32e-04
2022-08-31 21:07:29,269 INFO [train.py:927] (5/8) Epoch 17, batch 23200, giga_loss[loss=0.1833, simple_loss=0.2582, pruned_loss=0.0542, over 12318.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03405, over 51.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2793, pruned_loss=0.05432, over 2473810.50 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06081, over 17103.48 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2869, pruned_loss=0.06172, over 2468691.61 frames. utt_duration=1182 frames, utt_pad_proportion=0.08102, over 8362.66 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2794, pruned_loss=0.05379, over 2474030.63 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05988, over 18138.88 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 21:09:09,837 INFO [train.py:927] (5/8) Epoch 17, batch 23250, giga_loss[loss=0.1857, simple_loss=0.2709, pruned_loss=0.05022, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03698, over 105.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2773, pruned_loss=0.05411, over 2473815.13 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05949, over 16908.22 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2869, pruned_loss=0.06183, over 2468234.57 frames. utt_duration=1190 frames, utt_pad_proportion=0.07917, over 8307.64 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2771, pruned_loss=0.05333, over 2474596.97 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05933, over 18069.06 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 21:10:53,678 INFO [train.py:927] (5/8) Epoch 17, batch 23300, giga_loss[loss=0.1684, simple_loss=0.2537, pruned_loss=0.04159, over 12372.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.02714, over 62.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2791, pruned_loss=0.05452, over 2473828.45 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06367, over 17565.91 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2867, pruned_loss=0.06163, over 2468275.15 frames. utt_duration=1194 frames, utt_pad_proportion=0.07835, over 8279.19 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2789, pruned_loss=0.05397, over 2474478.79 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06355, over 18617.87 utterances.], batch size: 62, lr: 2.31e-04
2022-08-31 21:12:34,965 INFO [train.py:927] (5/8) Epoch 17, batch 23350, giga_loss[loss=0.2094, simple_loss=0.2947, pruned_loss=0.062, over 12376.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03342, over 104.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2821, pruned_loss=0.05564, over 2474151.62 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06267, over 17612.11 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.0617, over 2468634.27 frames. utt_duration=1197 frames, utt_pad_proportion=0.0771, over 8261.62 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2817, pruned_loss=0.05491, over 2474510.12 frames. utt_duration=528.9 frames, utt_pad_proportion=0.063, over 18767.12 utterances.], batch size: 104, lr: 2.31e-04
2022-08-31 21:14:18,168 INFO [train.py:927] (5/8) Epoch 17, batch 23400, giga_loss[loss=0.1978, simple_loss=0.2864, pruned_loss=0.05458, over 12372.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2841, pruned_loss=0.05655, over 2473875.76 frames. utt_duration=565 frames, utt_pad_proportion=0.06113, over 17560.72 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2872, pruned_loss=0.06203, over 2468785.01 frames. utt_duration=1187 frames, utt_pad_proportion=0.07991, over 8327.95 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2833, pruned_loss=0.05557, over 2474145.48 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06024, over 18627.33 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 21:16:07,639 INFO [train.py:927] (5/8) Epoch 17, batch 23450, giga_loss[loss=0.2208, simple_loss=0.3082, pruned_loss=0.06672, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03043, over 80.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2896, pruned_loss=0.06004, over 2473952.47 frames. utt_duration=557 frames, utt_pad_proportion=0.06367, over 17814.69 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2875, pruned_loss=0.06226, over 2468828.75 frames. utt_duration=1179 frames, utt_pad_proportion=0.08247, over 8383.28 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2887, pruned_loss=0.05896, over 2474265.21 frames. utt_duration=526 frames, utt_pad_proportion=0.06171, over 18869.06 utterances.], batch size: 80, lr: 2.31e-04
2022-08-31 21:17:51,761 INFO [train.py:927] (5/8) Epoch 17, batch 23500, giga_loss[loss=0.2202, simple_loss=0.3083, pruned_loss=0.066, over 12369.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02838, over 66.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2963, pruned_loss=0.06407, over 2474346.39 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06644, over 18881.76 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2875, pruned_loss=0.0622, over 2468705.52 frames. utt_duration=1182 frames, utt_pad_proportion=0.08151, over 8364.63 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2957, pruned_loss=0.06325, over 2474823.10 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06508, over 19917.87 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 21:19:39,030 INFO [train.py:927] (5/8) Epoch 17, batch 23550, libri_loss[loss=0.2278, simple_loss=0.3091, pruned_loss=0.0732, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01359, over 40.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3047, pruned_loss=0.07014, over 2475135.53 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06566, over 19855.41 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2874, pruned_loss=0.0621, over 2468547.08 frames. utt_duration=1185 frames, utt_pad_proportion=0.08064, over 8341.31 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3045, pruned_loss=0.06968, over 2475736.24 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06492, over 20857.46 utterances.], batch size: 40, lr: 2.31e-04
2022-08-31 21:21:25,427 INFO [train.py:927] (5/8) Epoch 17, batch 23600, giga_loss[loss=0.2035, simple_loss=0.2866, pruned_loss=0.06025, over 12393.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0411, over 34.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3088, pruned_loss=0.07343, over 2474790.00 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07197, over 20700.73 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06233, over 2468371.80 frames. utt_duration=1187 frames, utt_pad_proportion=0.07969, over 8327.22 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3085, pruned_loss=0.07301, over 2475532.22 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07147, over 21681.77 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 21:23:12,817 INFO [train.py:927] (5/8) Epoch 17, batch 23650, giga_loss[loss=0.242, simple_loss=0.3303, pruned_loss=0.07682, over 12368.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0405, over 113.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3137, pruned_loss=0.07826, over 2475224.87 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08236, over 21934.14 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06246, over 2468584.14 frames. utt_duration=1179 frames, utt_pad_proportion=0.08348, over 8384.04 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3139, pruned_loss=0.07807, over 2475740.90 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08033, over 22911.99 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 21:24:56,623 INFO [train.py:927] (5/8) Epoch 17, batch 23700, giga_loss[loss=0.2152, simple_loss=0.2976, pruned_loss=0.06643, over 12260.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02837, over 54.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3143, pruned_loss=0.0785, over 2474720.49 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07973, over 20884.40 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2881, pruned_loss=0.06245, over 2468525.66 frames. utt_duration=1178 frames, utt_pad_proportion=0.08252, over 8389.45 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3149, pruned_loss=0.07871, over 2475328.18 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07847, over 21953.47 utterances.], batch size: 54, lr: 2.31e-04
2022-08-31 21:26:43,932 INFO [train.py:927] (5/8) Epoch 17, batch 23750, giga_loss[loss=0.2497, simple_loss=0.3326, pruned_loss=0.08336, over 12366.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3143, pruned_loss=0.07883, over 2474474.31 frames. utt_duration=463.3 frames, utt_pad_proportion=0.08297, over 21429.79 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2878, pruned_loss=0.06234, over 2468469.31 frames. utt_duration=1181 frames, utt_pad_proportion=0.08162, over 8371.68 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3154, pruned_loss=0.07935, over 2475077.08 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08221, over 22478.00 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 21:28:30,345 INFO [train.py:927] (5/8) Epoch 17, batch 23800, giga_loss[loss=0.2265, simple_loss=0.3183, pruned_loss=0.06737, over 12291.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02562, over 54.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3157, pruned_loss=0.07923, over 2474504.84 frames. utt_duration=466.3 frames, utt_pad_proportion=0.08038, over 21293.63 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2876, pruned_loss=0.06219, over 2468475.42 frames. utt_duration=1182 frames, utt_pad_proportion=0.08107, over 8366.41 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3173, pruned_loss=0.08007, over 2475080.73 frames. utt_duration=444.1 frames, utt_pad_proportion=0.0801, over 22364.59 utterances.], batch size: 54, lr: 2.31e-04
2022-08-31 21:30:16,381 INFO [train.py:927] (5/8) Epoch 17, batch 23850, giga_loss[loss=0.3264, simple_loss=0.3671, pruned_loss=0.1428, over 12379.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3148, pruned_loss=0.07826, over 2474100.23 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08199, over 21521.06 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.06202, over 2468554.18 frames. utt_duration=1177 frames, utt_pad_proportion=0.08369, over 8403.41 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3166, pruned_loss=0.07947, over 2474635.37 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08092, over 22643.14 utterances.], batch size: 257, lr: 2.31e-04
2022-08-31 21:32:06,682 INFO [train.py:927] (5/8) Epoch 17, batch 23900, giga_loss[loss=0.1946, simple_loss=0.2847, pruned_loss=0.05225, over 12352.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03045, over 58.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3142, pruned_loss=0.07697, over 2474058.60 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08309, over 22143.79 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2877, pruned_loss=0.06203, over 2468531.04 frames. utt_duration=1168 frames, utt_pad_proportion=0.0872, over 8464.45 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3158, pruned_loss=0.07804, over 2474544.91 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08097, over 23087.00 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 21:33:52,883 INFO [train.py:927] (5/8) Epoch 17, batch 23950, giga_loss[loss=0.2656, simple_loss=0.3454, pruned_loss=0.09295, over 12371.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06494, over 183.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3121, pruned_loss=0.0757, over 2473934.10 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07914, over 21783.33 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2877, pruned_loss=0.0621, over 2468343.15 frames. utt_duration=1168 frames, utt_pad_proportion=0.08569, over 8462.52 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3142, pruned_loss=0.07692, over 2474654.00 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07799, over 22950.48 utterances.], batch size: 183, lr: 2.31e-04
2022-08-31 21:35:41,973 INFO [train.py:927] (5/8) Epoch 17, batch 24000, giga_loss[loss=0.3027, simple_loss=0.3459, pruned_loss=0.1298, over 12350.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.215, over 374.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3116, pruned_loss=0.07579, over 2473834.53 frames. utt_duration=450 frames, utt_pad_proportion=0.07986, over 22060.36 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2877, pruned_loss=0.06214, over 2467907.14 frames. utt_duration=1173 frames, utt_pad_proportion=0.08446, over 8427.47 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3137, pruned_loss=0.07696, over 2474877.35 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07925, over 23236.53 utterances.], batch size: 374, lr: 2.31e-04
2022-08-31 21:35:41,974 INFO [train.py:958] (5/8) Computing validation loss
2022-08-31 21:35:55,142 INFO [train.py:967] (5/8) 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] (5/8) Epoch 17, batch 24050, giga_loss[loss=0.2151, simple_loss=0.3175, pruned_loss=0.05638, over 12370.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04685, over 146.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3098, pruned_loss=0.07352, over 2473335.32 frames. utt_duration=481 frames, utt_pad_proportion=0.0747, over 20629.71 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2876, pruned_loss=0.062, over 2468009.76 frames. utt_duration=1175 frames, utt_pad_proportion=0.08311, over 8409.77 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3121, pruned_loss=0.07486, over 2474203.16 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07485, over 21863.55 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 21:39:26,928 INFO [train.py:927] (5/8) Epoch 17, batch 24100, giga_loss[loss=0.252, simple_loss=0.3324, pruned_loss=0.08576, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.309, pruned_loss=0.07126, over 2472643.15 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07122, over 19586.95 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2873, pruned_loss=0.06179, over 2467618.24 frames. utt_duration=1183 frames, utt_pad_proportion=0.08103, over 8353.27 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3118, pruned_loss=0.07286, over 2473882.83 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07215, over 21005.49 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 21:41:10,027 INFO [train.py:927] (5/8) Epoch 17, batch 24150, libri_loss[loss=0.2157, simple_loss=0.3047, pruned_loss=0.06337, over 12465.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.07196, over 52.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.309, pruned_loss=0.07168, over 2473206.55 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06931, over 19672.24 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.287, pruned_loss=0.06159, over 2467540.09 frames. utt_duration=1186 frames, utt_pad_proportion=0.08016, over 8331.50 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3119, pruned_loss=0.07329, over 2474347.94 frames. utt_duration=472.3 frames, utt_pad_proportion=0.0704, over 21020.16 utterances.], batch size: 52, lr: 2.31e-04
2022-08-31 21:42:58,198 INFO [train.py:927] (5/8) Epoch 17, batch 24200, giga_loss[loss=0.1903, simple_loss=0.2756, pruned_loss=0.05254, over 12489.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03423, over 37.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3073, pruned_loss=0.07159, over 2473746.14 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06711, over 19874.54 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2869, pruned_loss=0.06165, over 2467576.74 frames. utt_duration=1188 frames, utt_pad_proportion=0.0796, over 8319.19 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3098, pruned_loss=0.07292, over 2474658.18 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06825, over 21046.34 utterances.], batch size: 37, lr: 2.31e-04
2022-08-31 21:44:47,051 INFO [train.py:927] (5/8) Epoch 17, batch 24250, giga_loss[loss=0.2252, simple_loss=0.3146, pruned_loss=0.06791, over 12449.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03648, over 133.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3067, pruned_loss=0.07068, over 2473039.62 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07009, over 19834.39 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.06136, over 2467170.32 frames. utt_duration=1194 frames, utt_pad_proportion=0.07843, over 8275.78 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3094, pruned_loss=0.07217, over 2474233.88 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07116, over 21045.81 utterances.], batch size: 133, lr: 2.31e-04
2022-08-31 21:46:34,964 INFO [train.py:927] (5/8) Epoch 17, batch 24300, giga_loss[loss=0.2492, simple_loss=0.3258, pruned_loss=0.08633, over 12428.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3071, pruned_loss=0.07048, over 2473390.98 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06931, over 20077.83 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06154, over 2467159.72 frames. utt_duration=1197 frames, utt_pad_proportion=0.07756, over 8252.78 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3092, pruned_loss=0.07164, over 2474428.01 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07045, over 21201.42 utterances.], batch size: 161, lr: 2.31e-04
2022-08-31 21:48:16,518 INFO [train.py:927] (5/8) Epoch 17, batch 24350, giga_loss[loss=0.2398, simple_loss=0.3237, pruned_loss=0.07792, over 12410.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03583, over 105.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3048, pruned_loss=0.06954, over 2473139.94 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06683, over 19681.43 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.06136, over 2467027.94 frames. utt_duration=1203 frames, utt_pad_proportion=0.07648, over 8214.98 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3071, pruned_loss=0.07078, over 2474177.80 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06823, over 20819.72 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 21:50:01,587 INFO [train.py:927] (5/8) Epoch 17, batch 24400, libri_loss[loss=0.1948, simple_loss=0.2777, pruned_loss=0.05589, over 12317.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 35.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3038, pruned_loss=0.06984, over 2473814.22 frames. utt_duration=489 frames, utt_pad_proportion=0.07093, over 20293.05 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2863, pruned_loss=0.06118, over 2467007.39 frames. utt_duration=1206 frames, utt_pad_proportion=0.0753, over 8189.90 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3063, pruned_loss=0.07115, over 2474784.50 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07225, over 21456.94 utterances.], batch size: 35, lr: 2.31e-04
2022-08-31 21:51:45,959 INFO [train.py:927] (5/8) Epoch 17, batch 24450, giga_loss[loss=0.2438, simple_loss=0.3226, pruned_loss=0.08248, over 12369.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04024, over 145.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3028, pruned_loss=0.0696, over 2473721.93 frames. utt_duration=492 frames, utt_pad_proportion=0.07264, over 20169.88 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.06133, over 2466796.60 frames. utt_duration=1200 frames, utt_pad_proportion=0.07783, over 8234.81 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3051, pruned_loss=0.0708, over 2474902.38 frames. utt_duration=463 frames, utt_pad_proportion=0.07285, over 21447.93 utterances.], batch size: 145, lr: 2.31e-04
2022-08-31 21:53:27,840 INFO [train.py:927] (5/8) Epoch 17, batch 24500, giga_loss[loss=0.1931, simple_loss=0.2816, pruned_loss=0.05232, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.028, over 70.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3022, pruned_loss=0.06892, over 2473721.19 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07003, over 20269.37 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06107, over 2466698.07 frames. utt_duration=1200 frames, utt_pad_proportion=0.07699, over 8233.49 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3048, pruned_loss=0.07034, over 2474955.83 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07059, over 21631.54 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 21:55:10,247 INFO [train.py:927] (5/8) Epoch 17, batch 24550, giga_loss[loss=0.2191, simple_loss=0.3076, pruned_loss=0.06532, over 12440.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.03199, over 55.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.303, pruned_loss=0.06896, over 2473569.92 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06806, over 19889.63 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06103, over 2466520.34 frames. utt_duration=1203 frames, utt_pad_proportion=0.07621, over 8213.08 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3051, pruned_loss=0.07023, over 2474799.10 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06886, over 21144.61 utterances.], batch size: 55, lr: 2.31e-04
2022-08-31 21:56:55,742 INFO [train.py:927] (5/8) Epoch 17, batch 24600, giga_loss[loss=0.3947, simple_loss=0.4345, pruned_loss=0.1774, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3049, pruned_loss=0.07075, over 2473812.49 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07289, over 20207.42 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2859, pruned_loss=0.06084, over 2466841.56 frames. utt_duration=1204 frames, utt_pad_proportion=0.0748, over 8205.91 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3074, pruned_loss=0.07214, over 2474709.06 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07366, over 21523.32 utterances.], batch size: 259, lr: 2.31e-04
2022-08-31 21:58:40,311 INFO [train.py:927] (5/8) Epoch 17, batch 24650, giga_loss[loss=0.205, simple_loss=0.2844, pruned_loss=0.06281, over 12130.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03512, over 30.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3052, pruned_loss=0.07133, over 2473283.38 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06979, over 19501.59 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2858, pruned_loss=0.06062, over 2466588.79 frames. utt_duration=1209 frames, utt_pad_proportion=0.07337, over 8174.01 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3077, pruned_loss=0.07285, over 2474385.98 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07111, over 20837.90 utterances.], batch size: 30, lr: 2.31e-04
2022-08-31 22:00:23,112 INFO [train.py:927] (5/8) Epoch 17, batch 24700, giga_loss[loss=0.2079, simple_loss=0.2983, pruned_loss=0.0587, over 12426.00 frames. utt_duration=711.6 frames, utt_pad_proportion=0.02393, over 70.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3052, pruned_loss=0.0722, over 2474067.32 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0668, over 19457.97 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2859, pruned_loss=0.06081, over 2466856.25 frames. utt_duration=1209 frames, utt_pad_proportion=0.0726, over 8170.92 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07356, over 2474915.55 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06822, over 20830.70 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 22:02:05,885 INFO [train.py:927] (5/8) Epoch 17, batch 24750, giga_loss[loss=0.2343, simple_loss=0.3195, pruned_loss=0.0745, over 12367.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03239, over 62.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.305, pruned_loss=0.0722, over 2473955.99 frames. utt_duration=517.2 frames, utt_pad_proportion=0.0677, over 19188.17 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2859, pruned_loss=0.0608, over 2467210.18 frames. utt_duration=1216 frames, utt_pad_proportion=0.07048, over 8126.06 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3077, pruned_loss=0.07373, over 2474579.87 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06957, over 20758.43 utterances.], batch size: 62, lr: 2.31e-04
2022-08-31 22:03:46,846 INFO [train.py:927] (5/8) Epoch 17, batch 24800, giga_loss[loss=0.2419, simple_loss=0.3071, pruned_loss=0.08832, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.02924, over 51.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3055, pruned_loss=0.07118, over 2473642.67 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06391, over 19214.75 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.286, pruned_loss=0.06099, over 2467146.52 frames. utt_duration=1220 frames, utt_pad_proportion=0.06941, over 8100.77 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3079, pruned_loss=0.07241, over 2474301.84 frames. utt_duration=479.8 frames, utt_pad_proportion=0.066, over 20692.99 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:05:31,334 INFO [train.py:927] (5/8) Epoch 17, batch 24850, libri_loss[loss=0.1902, simple_loss=0.2657, pruned_loss=0.05734, over 12198.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008105, over 30.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3036, pruned_loss=0.07109, over 2473665.10 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06763, over 19553.75 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2856, pruned_loss=0.06097, over 2467177.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.07091, over 8114.72 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3068, pruned_loss=0.07261, over 2474518.33 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06838, over 21324.01 utterances.], batch size: 30, lr: 2.31e-04
2022-08-31 22:07:15,863 INFO [train.py:927] (5/8) Epoch 17, batch 24900, giga_loss[loss=0.2556, simple_loss=0.3292, pruned_loss=0.09102, over 12395.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3054, pruned_loss=0.07245, over 2474388.16 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07301, over 19995.81 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2864, pruned_loss=0.06146, over 2467306.52 frames. utt_duration=1191 frames, utt_pad_proportion=0.07882, over 8296.98 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3075, pruned_loss=0.07341, over 2475066.90 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07061, over 21443.85 utterances.], batch size: 133, lr: 2.31e-04
2022-08-31 22:09:02,342 INFO [train.py:927] (5/8) Epoch 17, batch 24950, giga_loss[loss=0.2438, simple_loss=0.329, pruned_loss=0.07928, over 12367.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06593, over 183.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3092, pruned_loss=0.07327, over 2474775.51 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07516, over 21278.17 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06136, over 2467165.82 frames. utt_duration=1194 frames, utt_pad_proportion=0.07797, over 8275.58 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3113, pruned_loss=0.07426, over 2475533.75 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07345, over 22590.41 utterances.], batch size: 183, lr: 2.31e-04
2022-08-31 22:10:47,052 INFO [train.py:927] (5/8) Epoch 17, batch 25000, giga_loss[loss=0.2383, simple_loss=0.3124, pruned_loss=0.08212, over 12391.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03542, over 80.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3105, pruned_loss=0.0741, over 2475095.73 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07374, over 21133.13 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.286, pruned_loss=0.06127, over 2467381.58 frames. utt_duration=1199 frames, utt_pad_proportion=0.07641, over 8242.68 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.313, pruned_loss=0.0753, over 2475752.88 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07291, over 22549.96 utterances.], batch size: 80, lr: 2.31e-04
2022-08-31 22:12:33,031 INFO [train.py:927] (5/8) Epoch 17, batch 25050, giga_loss[loss=0.2127, simple_loss=0.2945, pruned_loss=0.06549, over 12445.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3109, pruned_loss=0.07496, over 2474625.01 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07519, over 20810.38 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2863, pruned_loss=0.06143, over 2467463.28 frames. utt_duration=1194 frames, utt_pad_proportion=0.07732, over 8279.27 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3137, pruned_loss=0.07635, over 2475413.34 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07399, over 22460.60 utterances.], batch size: 55, lr: 2.31e-04
2022-08-31 22:14:19,204 INFO [train.py:927] (5/8) Epoch 17, batch 25100, giga_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.06519, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3086, pruned_loss=0.07425, over 2474577.30 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07287, over 20562.25 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06127, over 2466975.04 frames. utt_duration=1202 frames, utt_pad_proportion=0.07513, over 8218.99 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3122, pruned_loss=0.07602, over 2475941.02 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07275, over 22406.22 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:16:03,588 INFO [train.py:927] (5/8) Epoch 17, batch 25150, giga_loss[loss=0.1917, simple_loss=0.2675, pruned_loss=0.05794, over 12408.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04142, over 40.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3069, pruned_loss=0.07371, over 2474901.39 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07397, over 20360.10 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2858, pruned_loss=0.06123, over 2467093.08 frames. utt_duration=1192 frames, utt_pad_proportion=0.07747, over 8286.97 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07562, over 2476141.37 frames. utt_duration=447 frames, utt_pad_proportion=0.07303, over 22231.28 utterances.], batch size: 40, lr: 2.31e-04
2022-08-31 22:17:50,880 INFO [train.py:927] (5/8) Epoch 17, batch 25200, giga_loss[loss=0.2281, simple_loss=0.3111, pruned_loss=0.07252, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3067, pruned_loss=0.07392, over 2475090.82 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07531, over 20831.55 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2859, pruned_loss=0.0613, over 2467003.38 frames. utt_duration=1195 frames, utt_pad_proportion=0.07655, over 8270.74 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3098, pruned_loss=0.07554, over 2476277.76 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07479, over 22494.02 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:19:36,042 INFO [train.py:927] (5/8) Epoch 17, batch 25250, libri_loss[loss=0.2135, simple_loss=0.3008, pruned_loss=0.06308, over 12351.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01582, over 41.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3066, pruned_loss=0.07388, over 2475149.78 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07222, over 20702.40 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2861, pruned_loss=0.06126, over 2467007.27 frames. utt_duration=1194 frames, utt_pad_proportion=0.07588, over 8274.60 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3091, pruned_loss=0.07538, over 2476205.39 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07222, over 22196.70 utterances.], batch size: 41, lr: 2.31e-04
2022-08-31 22:21:17,597 INFO [train.py:927] (5/8) Epoch 17, batch 25300, giga_loss[loss=0.2159, simple_loss=0.3126, pruned_loss=0.05955, over 12313.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03554, over 58.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3079, pruned_loss=0.07386, over 2474393.44 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07025, over 20289.99 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2859, pruned_loss=0.06108, over 2466867.34 frames. utt_duration=1200 frames, utt_pad_proportion=0.07485, over 8234.39 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07545, over 2475479.25 frames. utt_duration=457 frames, utt_pad_proportion=0.0707, over 21735.23 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:23:02,541 INFO [train.py:927] (5/8) Epoch 17, batch 25350, giga_loss[loss=0.2112, simple_loss=0.3259, pruned_loss=0.04823, over 12360.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03186, over 58.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3097, pruned_loss=0.07554, over 2473651.41 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07532, over 20579.47 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2864, pruned_loss=0.06128, over 2466544.15 frames. utt_duration=1186 frames, utt_pad_proportion=0.0812, over 8326.15 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3123, pruned_loss=0.07724, over 2475111.44 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07307, over 22195.75 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:24:43,409 INFO [train.py:927] (5/8) Epoch 17, batch 25400, giga_loss[loss=0.2964, simple_loss=0.3672, pruned_loss=0.1128, over 12387.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06413, over 183.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.312, pruned_loss=0.07516, over 2473766.38 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07712, over 20973.90 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06146, over 2466580.10 frames. utt_duration=1183 frames, utt_pad_proportion=0.0809, over 8348.52 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3141, pruned_loss=0.0766, over 2475019.27 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07532, over 22469.97 utterances.], batch size: 183, lr: 2.31e-04
2022-08-31 22:26:27,502 INFO [train.py:927] (5/8) Epoch 17, batch 25450, libri_loss[loss=0.205, simple_loss=0.2825, pruned_loss=0.06375, over 12449.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03264, over 46.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3134, pruned_loss=0.07576, over 2474142.71 frames. utt_duration=474 frames, utt_pad_proportion=0.07793, over 20942.93 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2866, pruned_loss=0.06132, over 2466725.37 frames. utt_duration=1189 frames, utt_pad_proportion=0.07934, over 8307.17 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3162, pruned_loss=0.07746, over 2475251.17 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07692, over 22580.53 utterances.], batch size: 46, lr: 2.31e-04
2022-08-31 22:28:11,098 INFO [train.py:927] (5/8) Epoch 17, batch 25500, giga_loss[loss=0.2316, simple_loss=0.3082, pruned_loss=0.07755, over 12344.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03317, over 58.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3142, pruned_loss=0.07724, over 2473792.21 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08303, over 21850.39 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.06126, over 2466676.75 frames. utt_duration=1189 frames, utt_pad_proportion=0.07864, over 8309.27 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3173, pruned_loss=0.07907, over 2474924.99 frames. utt_duration=422.4 frames, utt_pad_proportion=0.08212, over 23516.51 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:29:53,289 INFO [train.py:927] (5/8) Epoch 17, batch 25550, giga_loss[loss=0.2009, simple_loss=0.2937, pruned_loss=0.05408, over 12287.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02773, over 45.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3145, pruned_loss=0.07756, over 2473750.81 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08616, over 22331.50 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06135, over 2466564.53 frames. utt_duration=1195 frames, utt_pad_proportion=0.07714, over 8268.48 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3176, pruned_loss=0.07941, over 2474964.97 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08581, over 24090.67 utterances.], batch size: 45, lr: 2.31e-04
2022-08-31 22:31:38,656 INFO [train.py:927] (5/8) Epoch 17, batch 25600, giga_loss[loss=0.2088, simple_loss=0.3014, pruned_loss=0.05816, over 12286.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.03775, over 51.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3142, pruned_loss=0.07523, over 2474667.09 frames. utt_duration=473.9 frames, utt_pad_proportion=0.08102, over 20952.29 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06139, over 2466522.70 frames. utt_duration=1196 frames, utt_pad_proportion=0.07684, over 8262.13 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3167, pruned_loss=0.0767, over 2475694.99 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08116, over 22396.39 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:33:22,892 INFO [train.py:927] (5/8) Epoch 17, batch 25650, giga_loss[loss=0.2474, simple_loss=0.3214, pruned_loss=0.08669, over 12419.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03537, over 105.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3141, pruned_loss=0.07543, over 2474056.82 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07956, over 20981.07 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2863, pruned_loss=0.06124, over 2466220.04 frames. utt_duration=1201 frames, utt_pad_proportion=0.07581, over 8221.14 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.317, pruned_loss=0.07702, over 2475305.68 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08013, over 22406.81 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 22:35:08,971 INFO [train.py:927] (5/8) Epoch 17, batch 25700, libri_loss[loss=0.2399, simple_loss=0.3416, pruned_loss=0.06909, over 12314.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006808, over 36.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3133, pruned_loss=0.07609, over 2473801.45 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08379, over 22021.74 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.06124, over 2466149.96 frames. utt_duration=1207 frames, utt_pad_proportion=0.07475, over 8185.04 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3159, pruned_loss=0.07764, over 2475011.34 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08443, over 23460.39 utterances.], batch size: 36, lr: 2.31e-04
2022-08-31 22:36:57,166 INFO [train.py:927] (5/8) Epoch 17, batch 25750, giga_loss[loss=0.1956, simple_loss=0.2786, pruned_loss=0.05634, over 12306.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03624, over 51.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3106, pruned_loss=0.07513, over 2473929.08 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08525, over 21992.38 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2867, pruned_loss=0.06128, over 2466328.02 frames. utt_duration=1212 frames, utt_pad_proportion=0.07221, over 8147.75 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3136, pruned_loss=0.07695, over 2475044.27 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08664, over 23794.70 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:38:39,391 INFO [train.py:927] (5/8) Epoch 17, batch 25800, giga_loss[loss=0.2633, simple_loss=0.3327, pruned_loss=0.097, over 12380.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07523, over 2474413.43 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08348, over 22094.58 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2861, pruned_loss=0.06097, over 2466411.51 frames. utt_duration=1217 frames, utt_pad_proportion=0.0712, over 8119.43 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07726, over 2475394.27 frames. utt_duration=416.3 frames, utt_pad_proportion=0.0851, over 23866.26 utterances.], batch size: 258, lr: 2.31e-04
2022-08-31 22:40:19,083 INFO [train.py:927] (5/8) Epoch 17, batch 25850, giga_loss[loss=0.2225, simple_loss=0.3057, pruned_loss=0.06968, over 12379.00 frames. utt_duration=343 frames, utt_pad_proportion=0.0391, over 145.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.306, pruned_loss=0.07165, over 2474451.99 frames. utt_duration=460 frames, utt_pad_proportion=0.0776, over 21584.85 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2859, pruned_loss=0.06082, over 2466306.33 frames. utt_duration=1211 frames, utt_pad_proportion=0.07428, over 8159.64 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3096, pruned_loss=0.07376, over 2475574.04 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07844, over 23355.22 utterances.], batch size: 145, lr: 2.31e-04
2022-08-31 22:42:05,444 INFO [train.py:927] (5/8) Epoch 17, batch 25900, giga_loss[loss=0.19, simple_loss=0.2757, pruned_loss=0.05211, over 12401.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02856, over 62.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3041, pruned_loss=0.07065, over 2474260.24 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07801, over 21603.70 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2856, pruned_loss=0.06079, over 2466046.81 frames. utt_duration=1213 frames, utt_pad_proportion=0.0731, over 8140.39 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3078, pruned_loss=0.07269, over 2475677.96 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07904, over 23486.66 utterances.], batch size: 62, lr: 2.31e-04
2022-08-31 22:43:51,732 INFO [train.py:927] (5/8) Epoch 17, batch 25950, giga_loss[loss=0.2037, simple_loss=0.2857, pruned_loss=0.06084, over 12457.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03277, over 105.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3023, pruned_loss=0.06987, over 2474529.06 frames. utt_duration=475 frames, utt_pad_proportion=0.07134, over 20903.85 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2855, pruned_loss=0.06082, over 2466121.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.0727, over 8143.45 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3056, pruned_loss=0.07162, over 2475759.12 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07282, over 22624.94 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 22:45:36,901 INFO [train.py:927] (5/8) Epoch 17, batch 26000, giga_loss[loss=0.2465, simple_loss=0.3294, pruned_loss=0.08179, over 12392.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3035, pruned_loss=0.07064, over 2475263.48 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07523, over 21348.72 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2855, pruned_loss=0.06082, over 2466121.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.0727, over 8143.45 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3061, pruned_loss=0.072, over 2476220.84 frames. utt_duration=438 frames, utt_pad_proportion=0.07616, over 22688.26 utterances.], batch size: 133, lr: 2.31e-04
2022-08-31 22:47:21,210 INFO [train.py:927] (5/8) Epoch 17, batch 26050, giga_loss[loss=0.2552, simple_loss=0.3127, pruned_loss=0.09881, over 12321.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 371.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3033, pruned_loss=0.07052, over 2475395.39 frames. utt_duration=472 frames, utt_pad_proportion=0.07504, over 21042.38 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2854, pruned_loss=0.06075, over 2466079.30 frames. utt_duration=1211 frames, utt_pad_proportion=0.07291, over 8157.07 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3056, pruned_loss=0.07174, over 2476263.89 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07571, over 22201.80 utterances.], batch size: 371, lr: 2.31e-04
2022-08-31 22:49:06,536 INFO [train.py:927] (5/8) Epoch 17, batch 26100, libri_loss[loss=0.2204, simple_loss=0.3097, pruned_loss=0.06554, over 12466.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008381, over 39.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3054, pruned_loss=0.07203, over 2474875.58 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07996, over 22097.97 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2854, pruned_loss=0.06073, over 2466247.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.0721, over 8135.85 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3075, pruned_loss=0.07316, over 2475517.46 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08055, over 23219.32 utterances.], batch size: 39, lr: 2.31e-04
2022-08-31 22:50:48,550 INFO [train.py:927] (5/8) Epoch 17, batch 26150, giga_loss[loss=0.2216, simple_loss=0.3048, pruned_loss=0.06919, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03749, over 113.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.308, pruned_loss=0.07434, over 2474768.82 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08322, over 22690.58 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2855, pruned_loss=0.06082, over 2466523.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.07531, over 8189.32 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.31, pruned_loss=0.07543, over 2475214.83 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08258, over 23850.70 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 22:52:37,627 INFO [train.py:927] (5/8) Epoch 17, batch 26200, libri_loss[loss=0.2144, simple_loss=0.2913, pruned_loss=0.06871, over 12134.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005669, over 32.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3079, pruned_loss=0.07425, over 2474162.29 frames. utt_duration=437 frames, utt_pad_proportion=0.08623, over 22722.07 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.285, pruned_loss=0.06057, over 2466262.21 frames. utt_duration=1216 frames, utt_pad_proportion=0.07329, over 8122.90 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07583, over 2475053.10 frames. utt_duration=410 frames, utt_pad_proportion=0.08623, over 24235.77 utterances.], batch size: 32, lr: 2.31e-04
2022-08-31 22:54:31,444 INFO [train.py:927] (5/8) Epoch 17, batch 26250, giga_loss[loss=0.2142, simple_loss=0.2993, pruned_loss=0.06452, over 12411.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02788, over 58.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.0729, over 2474504.08 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08547, over 22201.50 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2849, pruned_loss=0.06056, over 2466390.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.0721, over 8077.23 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3097, pruned_loss=0.07446, over 2475277.37 frames. utt_duration=417.9 frames, utt_pad_proportion=0.08599, over 23772.25 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:56:12,004 INFO [train.py:927] (5/8) Epoch 17, batch 26300, giga_loss[loss=0.2306, simple_loss=0.3078, pruned_loss=0.07672, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02995, over 58.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3066, pruned_loss=0.07335, over 2474604.75 frames. utt_duration=460.1 frames, utt_pad_proportion=0.0831, over 21581.05 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2856, pruned_loss=0.061, over 2466576.48 frames. utt_duration=1217 frames, utt_pad_proportion=0.07438, over 8118.09 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3093, pruned_loss=0.07478, over 2475423.19 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08309, over 23449.59 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:57:54,767 INFO [train.py:927] (5/8) Epoch 17, batch 26350, giga_loss[loss=0.2377, simple_loss=0.3166, pruned_loss=0.07935, over 12376.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04245, over 133.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.306, pruned_loss=0.07321, over 2475463.69 frames. utt_duration=461.4 frames, utt_pad_proportion=0.08183, over 21527.65 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2861, pruned_loss=0.06142, over 2466577.88 frames. utt_duration=1208 frames, utt_pad_proportion=0.07743, over 8181.10 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3082, pruned_loss=0.0743, over 2476322.12 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08117, over 23336.22 utterances.], batch size: 133, lr: 2.31e-04
2022-08-31 22:59:36,951 INFO [train.py:927] (5/8) Epoch 17, batch 26400, giga_loss[loss=0.2238, simple_loss=0.2956, pruned_loss=0.07601, over 12377.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03063, over 97.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3059, pruned_loss=0.07341, over 2475424.59 frames. utt_duration=470 frames, utt_pad_proportion=0.07899, over 21131.06 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06141, over 2466566.57 frames. utt_duration=1206 frames, utt_pad_proportion=0.07711, over 8193.47 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3079, pruned_loss=0.07445, over 2476236.08 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07876, over 22730.09 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 23:01:20,189 INFO [train.py:927] (5/8) Epoch 17, batch 26450, giga_loss[loss=0.2606, simple_loss=0.3139, pruned_loss=0.1036, over 12336.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2072, over 370.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3068, pruned_loss=0.07415, over 2475026.32 frames. utt_duration=466.2 frames, utt_pad_proportion=0.08328, over 21302.86 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2864, pruned_loss=0.06163, over 2466786.98 frames. utt_duration=1194 frames, utt_pad_proportion=0.0803, over 8275.57 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3084, pruned_loss=0.07491, over 2475587.77 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08171, over 22657.92 utterances.], batch size: 370, lr: 2.31e-04
2022-08-31 23:03:01,249 INFO [train.py:927] (5/8) Epoch 17, batch 26500, giga_loss[loss=0.2855, simple_loss=0.3419, pruned_loss=0.1145, over 12370.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3083, pruned_loss=0.07533, over 2475203.47 frames. utt_duration=451 frames, utt_pad_proportion=0.09087, over 22023.91 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.06254, over 2467188.09 frames. utt_duration=1141 frames, utt_pad_proportion=0.09859, over 8662.76 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07541, over 2475490.29 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08328, over 23048.26 utterances.], batch size: 257, lr: 2.31e-04
2022-08-31 23:03:15,425 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-31 23:05:36,039 INFO [train.py:927] (5/8) Epoch 18, batch 50, giga_loss[loss=0.2135, simple_loss=0.3064, pruned_loss=0.06024, over 12389.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02983, over 97.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3054, pruned_loss=0.06159, over 547581.10 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05869, over 3641.69 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2775, pruned_loss=0.05146, over 73327.95 frames. utt_duration=1404 frames, utt_pad_proportion=0.0135, over 209.15 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3091, pruned_loss=0.06294, over 488757.50 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06097, over 3490.07 utterances.], batch size: 97, lr: 2.26e-04
2022-08-31 23:07:20,842 INFO [train.py:927] (5/8) Epoch 18, batch 100, giga_loss[loss=0.1829, simple_loss=0.2693, pruned_loss=0.04823, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03361, over 86.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2853, pruned_loss=0.05513, over 974280.78 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06987, over 7421.22 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2814, pruned_loss=0.05186, over 85431.31 frames. utt_duration=1315 frames, utt_pad_proportion=0.02465, over 260.11 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2856, pruned_loss=0.05539, over 920654.28 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07089, over 7276.10 utterances.], batch size: 86, lr: 2.26e-04
2022-08-31 23:09:02,247 INFO [train.py:927] (5/8) Epoch 18, batch 150, giga_loss[loss=0.2027, simple_loss=0.2771, pruned_loss=0.06419, over 12377.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09849, over 256.00 utterances.], tot_loss[loss=0.1849, simple_loss=0.2718, pruned_loss=0.04901, over 1307501.68 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06806, over 9948.29 utterances.], libri_tot_loss[loss=0.1866, simple_loss=0.2758, pruned_loss=0.04867, over 155881.53 frames. utt_duration=1397 frames, utt_pad_proportion=0.01693, over 446.94 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2718, pruned_loss=0.04923, over 1229166.06 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06979, over 9899.63 utterances.], batch size: 256, lr: 2.26e-04
2022-08-31 23:10:41,755 INFO [train.py:927] (5/8) Epoch 18, batch 200, giga_loss[loss=0.162, simple_loss=0.2472, pruned_loss=0.03842, over 12324.00 frames. utt_duration=914.4 frames, utt_pad_proportion=0.02313, over 54.00 utterances.], tot_loss[loss=0.1771, simple_loss=0.2625, pruned_loss=0.04584, over 1566140.88 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06608, over 12390.33 utterances.], libri_tot_loss[loss=0.1836, simple_loss=0.2721, pruned_loss=0.04752, over 190229.61 frames. utt_duration=1440 frames, utt_pad_proportion=0.01744, over 528.82 utterances.], giga_tot_loss[loss=0.1771, simple_loss=0.2623, pruned_loss=0.04594, over 1490734.29 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06746, over 12421.76 utterances.], batch size: 54, lr: 2.26e-04
2022-08-31 23:12:24,891 INFO [train.py:927] (5/8) Epoch 18, batch 250, giga_loss[loss=0.1485, simple_loss=0.2309, pruned_loss=0.03301, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03699, over 40.00 utterances.], tot_loss[loss=0.175, simple_loss=0.26, pruned_loss=0.04504, over 1766389.31 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06776, over 13940.91 utterances.], libri_tot_loss[loss=0.1851, simple_loss=0.2748, pruned_loss=0.04772, over 268340.84 frames. utt_duration=1348 frames, utt_pad_proportion=0.03376, over 797.08 utterances.], giga_tot_loss[loss=0.1744, simple_loss=0.2589, pruned_loss=0.04497, over 1680929.65 frames. utt_duration=478 frames, utt_pad_proportion=0.06882, over 14109.82 utterances.], batch size: 40, lr: 2.26e-04
2022-08-31 23:14:03,531 INFO [train.py:927] (5/8) Epoch 18, batch 300, giga_loss[loss=0.1466, simple_loss=0.2382, pruned_loss=0.02749, over 12435.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.171, simple_loss=0.2559, pruned_loss=0.04301, over 1923294.07 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06414, over 14458.47 utterances.], libri_tot_loss[loss=0.1845, simple_loss=0.2742, pruned_loss=0.04742, over 343973.53 frames. utt_duration=1353 frames, utt_pad_proportion=0.03082, over 1017.95 utterances.], giga_tot_loss[loss=0.1699, simple_loss=0.2543, pruned_loss=0.04276, over 1835120.89 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06572, over 14822.48 utterances.], batch size: 105, lr: 2.26e-04
2022-08-31 23:15:45,526 INFO [train.py:927] (5/8) Epoch 18, batch 350, giga_loss[loss=0.1378, simple_loss=0.2278, pruned_loss=0.02386, over 12375.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02681, over 66.00 utterances.], tot_loss[loss=0.1686, simple_loss=0.2533, pruned_loss=0.04193, over 2045773.63 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06648, over 15799.84 utterances.], libri_tot_loss[loss=0.1871, simple_loss=0.2764, pruned_loss=0.04887, over 406782.55 frames. utt_duration=1361 frames, utt_pad_proportion=0.02706, over 1197.12 utterances.], giga_tot_loss[loss=0.1668, simple_loss=0.251, pruned_loss=0.04129, over 1962238.53 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0682, over 16294.02 utterances.], batch size: 66, lr: 2.26e-04
2022-08-31 23:17:26,763 INFO [train.py:927] (5/8) Epoch 18, batch 400, giga_loss[loss=0.1445, simple_loss=0.2316, pruned_loss=0.02865, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.1651, simple_loss=0.2497, pruned_loss=0.0403, over 2139647.16 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06654, over 15915.27 utterances.], libri_tot_loss[loss=0.1845, simple_loss=0.2738, pruned_loss=0.04763, over 477352.10 frames. utt_duration=1390 frames, utt_pad_proportion=0.02394, over 1375.54 utterances.], giga_tot_loss[loss=0.1634, simple_loss=0.2474, pruned_loss=0.03972, over 2061001.99 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06859, over 16599.48 utterances.], batch size: 74, lr: 2.25e-04
2022-08-31 23:19:07,559 INFO [train.py:927] (5/8) Epoch 18, batch 450, giga_loss[loss=0.1473, simple_loss=0.2236, pruned_loss=0.03545, over 12458.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02906, over 43.00 utterances.], tot_loss[loss=0.1623, simple_loss=0.2466, pruned_loss=0.03902, over 2213227.14 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0641, over 16255.97 utterances.], libri_tot_loss[loss=0.1858, simple_loss=0.2751, pruned_loss=0.04826, over 545833.51 frames. utt_duration=1397 frames, utt_pad_proportion=0.02146, over 1564.47 utterances.], giga_tot_loss[loss=0.1599, simple_loss=0.2435, pruned_loss=0.0381, over 2140876.23 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0665, over 17102.11 utterances.], batch size: 43, lr: 2.25e-04
2022-08-31 23:20:49,368 INFO [train.py:927] (5/8) Epoch 18, batch 500, libri_loss[loss=0.1942, simple_loss=0.2907, pruned_loss=0.04888, over 12430.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01479, over 40.00 utterances.], tot_loss[loss=0.1683, simple_loss=0.2528, pruned_loss=0.04194, over 2272006.51 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06975, over 17428.44 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.2764, pruned_loss=0.04865, over 584255.91 frames. utt_duration=1379 frames, utt_pad_proportion=0.02186, over 1696.09 utterances.], giga_tot_loss[loss=0.1659, simple_loss=0.2497, pruned_loss=0.04105, over 2210312.44 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07173, over 18272.11 utterances.], batch size: 40, lr: 2.25e-04
2022-08-31 23:22:30,194 INFO [train.py:927] (5/8) Epoch 18, batch 550, giga_loss[loss=0.187, simple_loss=0.2905, pruned_loss=0.04172, over 12423.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03226, over 75.00 utterances.], tot_loss[loss=0.1777, simple_loss=0.2633, pruned_loss=0.04607, over 2315854.48 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06722, over 17371.03 utterances.], libri_tot_loss[loss=0.1871, simple_loss=0.2769, pruned_loss=0.04863, over 640224.54 frames. utt_duration=1387 frames, utt_pad_proportion=0.02061, over 1848.37 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2604, pruned_loss=0.04534, over 2261569.97 frames. utt_duration=495 frames, utt_pad_proportion=0.06946, over 18330.43 utterances.], batch size: 75, lr: 2.25e-04
2022-08-31 23:24:11,642 INFO [train.py:927] (5/8) Epoch 18, batch 600, giga_loss[loss=0.2052, simple_loss=0.3072, pruned_loss=0.05153, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.1837, simple_loss=0.2707, pruned_loss=0.04839, over 2349603.08 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06291, over 17086.08 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2774, pruned_loss=0.04884, over 667490.22 frames. utt_duration=1364 frames, utt_pad_proportion=0.02423, over 1960.23 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2684, pruned_loss=0.04781, over 2304923.52 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06486, over 17945.31 utterances.], batch size: 212, lr: 2.25e-04
2022-08-31 23:25:54,745 INFO [train.py:927] (5/8) Epoch 18, batch 650, giga_loss[loss=0.2148, simple_loss=0.3027, pruned_loss=0.06345, over 12374.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03026, over 97.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2748, pruned_loss=0.04955, over 2377402.37 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06091, over 17690.26 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.278, pruned_loss=0.04839, over 694250.69 frames. utt_duration=1367 frames, utt_pad_proportion=0.02336, over 2034.42 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2728, pruned_loss=0.04923, over 2340826.80 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06276, over 18510.12 utterances.], batch size: 97, lr: 2.25e-04
2022-08-31 23:27:37,088 INFO [train.py:927] (5/8) Epoch 18, batch 700, giga_loss[loss=0.1848, simple_loss=0.271, pruned_loss=0.04929, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02867, over 48.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2797, pruned_loss=0.05208, over 2399519.55 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05835, over 18152.61 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2793, pruned_loss=0.04849, over 747024.99 frames. utt_duration=1362 frames, utt_pad_proportion=0.02231, over 2196.51 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2779, pruned_loss=0.05189, over 2367855.83 frames. utt_duration=498 frames, utt_pad_proportion=0.06037, over 19075.32 utterances.], batch size: 48, lr: 2.25e-04
2022-08-31 23:29:16,867 INFO [train.py:927] (5/8) Epoch 18, batch 750, libri_loss[loss=0.164, simple_loss=0.253, pruned_loss=0.03747, over 12297.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005313, over 32.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2847, pruned_loss=0.05463, over 2415640.13 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06567, over 18720.06 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2811, pruned_loss=0.04976, over 822913.70 frames. utt_duration=1268 frames, utt_pad_proportion=0.05188, over 2598.43 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2829, pruned_loss=0.05433, over 2387431.82 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06446, over 19768.20 utterances.], batch size: 32, lr: 2.25e-04
2022-08-31 23:30:56,070 INFO [train.py:927] (5/8) Epoch 18, batch 800, giga_loss[loss=0.2038, simple_loss=0.2987, pruned_loss=0.05448, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2882, pruned_loss=0.05537, over 2428622.26 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06247, over 18364.86 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.0501, over 863732.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.06001, over 2779.11 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05515, over 2405026.77 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06062, over 19397.52 utterances.], batch size: 105, lr: 2.25e-04
2022-08-31 23:32:40,648 INFO [train.py:927] (5/8) Epoch 18, batch 850, giga_loss[loss=0.1981, simple_loss=0.2994, pruned_loss=0.04838, over 12387.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02683, over 66.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.289, pruned_loss=0.05465, over 2438069.81 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06055, over 17654.17 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2812, pruned_loss=0.04998, over 895584.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.07014, over 2960.64 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2881, pruned_loss=0.05462, over 2418720.80 frames. utt_duration=522 frames, utt_pad_proportion=0.05779, over 18588.62 utterances.], batch size: 66, lr: 2.25e-04
2022-08-31 23:34:20,886 INFO [train.py:927] (5/8) Epoch 18, batch 900, giga_loss[loss=0.1762, simple_loss=0.2756, pruned_loss=0.03837, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02697, over 66.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05394, over 2445448.51 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05985, over 17079.63 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2798, pruned_loss=0.04945, over 934437.87 frames. utt_duration=1231 frames, utt_pad_proportion=0.06699, over 3039.87 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2884, pruned_loss=0.05418, over 2429483.52 frames. utt_duration=539 frames, utt_pad_proportion=0.05804, over 18081.20 utterances.], batch size: 66, lr: 2.25e-04
2022-08-31 23:36:05,686 INFO [train.py:927] (5/8) Epoch 18, batch 950, giga_loss[loss=0.2398, simple_loss=0.3136, pruned_loss=0.08298, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06894, over 211.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2905, pruned_loss=0.05628, over 2451453.43 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05627, over 16555.77 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2795, pruned_loss=0.0493, over 941948.68 frames. utt_duration=1235 frames, utt_pad_proportion=0.06642, over 3054.67 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05656, over 2439013.66 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05503, over 17385.81 utterances.], batch size: 211, lr: 2.25e-04
2022-08-31 23:37:47,284 INFO [train.py:927] (5/8) Epoch 18, batch 1000, giga_loss[loss=0.2307, simple_loss=0.3117, pruned_loss=0.07487, over 12320.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03407, over 58.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05736, over 2456345.12 frames. utt_duration=583 frames, utt_pad_proportion=0.05799, over 16896.61 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2801, pruned_loss=0.04946, over 987466.44 frames. utt_duration=1217 frames, utt_pad_proportion=0.07129, over 3250.50 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.05773, over 2445719.78 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05591, over 17740.53 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:39:27,512 INFO [train.py:927] (5/8) Epoch 18, batch 1050, giga_loss[loss=0.2269, simple_loss=0.3086, pruned_loss=0.07255, over 12382.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2904, pruned_loss=0.05759, over 2460144.06 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05669, over 17451.34 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2802, pruned_loss=0.04952, over 1016817.37 frames. utt_duration=1226 frames, utt_pad_proportion=0.06867, over 3320.94 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2907, pruned_loss=0.05801, over 2451595.64 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0555, over 18326.26 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:41:11,445 INFO [train.py:927] (5/8) Epoch 18, batch 1100, giga_loss[loss=0.1939, simple_loss=0.2905, pruned_loss=0.04869, over 12405.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03468, over 75.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2891, pruned_loss=0.05736, over 2464052.80 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05896, over 17737.42 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2801, pruned_loss=0.0494, over 1052861.37 frames. utt_duration=1231 frames, utt_pad_proportion=0.0657, over 3425.74 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2896, pruned_loss=0.05792, over 2456998.45 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05831, over 18651.11 utterances.], batch size: 75, lr: 2.25e-04
2022-08-31 23:42:55,746 INFO [train.py:927] (5/8) Epoch 18, batch 1150, giga_loss[loss=0.202, simple_loss=0.2791, pruned_loss=0.06249, over 12426.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.0361, over 86.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2858, pruned_loss=0.056, over 2466840.57 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06187, over 18750.18 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2804, pruned_loss=0.04929, over 1074136.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.06424, over 3488.08 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2862, pruned_loss=0.05658, over 2461094.91 frames. utt_duration=503.5 frames, utt_pad_proportion=0.0615, over 19611.91 utterances.], batch size: 86, lr: 2.25e-04
2022-08-31 23:44:38,037 INFO [train.py:927] (5/8) Epoch 18, batch 1200, giga_loss[loss=0.4496, simple_loss=0.4548, pruned_loss=0.2222, over 12403.00 frames. utt_duration=974.3 frames, utt_pad_proportion=0.02858, over 51.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2829, pruned_loss=0.0556, over 2468499.19 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07038, over 19870.39 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2795, pruned_loss=0.04901, over 1115008.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.06308, over 3603.44 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2837, pruned_loss=0.05635, over 2464262.37 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06992, over 20888.22 utterances.], batch size: 51, lr: 2.25e-04
2022-08-31 23:46:20,329 INFO [train.py:927] (5/8) Epoch 18, batch 1250, giga_loss[loss=0.2137, simple_loss=0.2926, pruned_loss=0.06747, over 12365.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03439, over 104.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2829, pruned_loss=0.05525, over 2469480.02 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06785, over 19361.54 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2802, pruned_loss=0.04931, over 1134941.36 frames. utt_duration=1247 frames, utt_pad_proportion=0.06159, over 3646.20 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2832, pruned_loss=0.0558, over 2466368.94 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06786, over 20342.49 utterances.], batch size: 104, lr: 2.25e-04
2022-08-31 23:48:01,374 INFO [train.py:927] (5/8) Epoch 18, batch 1300, libri_loss[loss=0.1486, simple_loss=0.2455, pruned_loss=0.02583, over 12161.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.009803, over 30.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2794, pruned_loss=0.05394, over 2469614.35 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06609, over 17991.20 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2792, pruned_loss=0.04878, over 1154647.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.06022, over 3688.26 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2801, pruned_loss=0.05468, over 2467364.67 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06645, over 18933.47 utterances.], batch size: 30, lr: 2.25e-04
2022-08-31 23:49:43,252 INFO [train.py:927] (5/8) Epoch 18, batch 1350, giga_loss[loss=0.2094, simple_loss=0.2817, pruned_loss=0.06858, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03019, over 48.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.277, pruned_loss=0.05308, over 2470071.03 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06426, over 17582.45 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2793, pruned_loss=0.04876, over 1167713.25 frames. utt_duration=1257 frames, utt_pad_proportion=0.05922, over 3719.30 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2775, pruned_loss=0.0537, over 2468352.11 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06481, over 18420.33 utterances.], batch size: 48, lr: 2.25e-04
2022-08-31 23:51:24,079 INFO [train.py:927] (5/8) Epoch 18, batch 1400, giga_loss[loss=0.1919, simple_loss=0.2725, pruned_loss=0.05563, over 12434.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03391, over 113.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.274, pruned_loss=0.05205, over 2470846.89 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06829, over 17932.16 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2794, pruned_loss=0.04882, over 1180860.08 frames. utt_duration=1234 frames, utt_pad_proportion=0.06777, over 3831.05 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2743, pruned_loss=0.05255, over 2469368.03 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06712, over 18610.66 utterances.], batch size: 113, lr: 2.25e-04
2022-08-31 23:53:05,552 INFO [train.py:927] (5/8) Epoch 18, batch 1450, giga_loss[loss=0.1871, simple_loss=0.2641, pruned_loss=0.05506, over 12208.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03288, over 39.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.271, pruned_loss=0.05088, over 2471734.83 frames. utt_duration=581.5 frames, utt_pad_proportion=0.06241, over 17045.30 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.279, pruned_loss=0.04857, over 1225192.17 frames. utt_duration=1250 frames, utt_pad_proportion=0.06425, over 3926.51 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2712, pruned_loss=0.05147, over 2470674.12 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06235, over 17936.52 utterances.], batch size: 39, lr: 2.25e-04
2022-08-31 23:54:43,637 INFO [train.py:927] (5/8) Epoch 18, batch 1500, libri_loss[loss=0.1518, simple_loss=0.2409, pruned_loss=0.03132, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009881, over 29.00 utterances.], tot_loss[loss=0.1841, simple_loss=0.2685, pruned_loss=0.0498, over 2471173.85 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06824, over 17433.03 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.2777, pruned_loss=0.04815, over 1267682.47 frames. utt_duration=1267 frames, utt_pad_proportion=0.06119, over 4007.75 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.269, pruned_loss=0.05054, over 2470775.07 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06854, over 18506.09 utterances.], batch size: 29, lr: 2.25e-04
2022-08-31 23:56:28,585 INFO [train.py:927] (5/8) Epoch 18, batch 1550, giga_loss[loss=0.2228, simple_loss=0.3021, pruned_loss=0.07173, over 12461.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03137, over 92.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.2694, pruned_loss=0.0506, over 2471035.83 frames. utt_duration=586.6 frames, utt_pad_proportion=0.0652, over 16891.75 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.2775, pruned_loss=0.04816, over 1291499.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.05972, over 4055.21 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2698, pruned_loss=0.05121, over 2470781.42 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06594, over 17937.22 utterances.], batch size: 92, lr: 2.25e-04
2022-08-31 23:58:11,409 INFO [train.py:927] (5/8) Epoch 18, batch 1600, libri_loss[loss=0.1536, simple_loss=0.2383, pruned_loss=0.03441, over 12214.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009861, over 29.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2739, pruned_loss=0.05303, over 2471602.07 frames. utt_duration=599 frames, utt_pad_proportion=0.06148, over 16547.18 utterances.], libri_tot_loss[loss=0.1865, simple_loss=0.2769, pruned_loss=0.04806, over 1343381.25 frames. utt_duration=1267 frames, utt_pad_proportion=0.06281, over 4246.51 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2743, pruned_loss=0.05376, over 2471549.67 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0616, over 17745.47 utterances.], batch size: 29, lr: 2.25e-04
2022-08-31 23:59:55,659 INFO [train.py:927] (5/8) Epoch 18, batch 1650, giga_loss[loss=0.2251, simple_loss=0.3133, pruned_loss=0.06842, over 12418.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0551, over 162.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2794, pruned_loss=0.05522, over 2471423.80 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06183, over 17373.17 utterances.], libri_tot_loss[loss=0.186, simple_loss=0.2762, pruned_loss=0.04787, over 1376519.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.06031, over 4321.18 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2801, pruned_loss=0.05609, over 2471661.08 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06245, over 18618.24 utterances.], batch size: 162, lr: 2.25e-04
2022-09-01 00:01:40,587 INFO [train.py:927] (5/8) Epoch 18, batch 1700, giga_loss[loss=0.2541, simple_loss=0.3406, pruned_loss=0.08375, over 12358.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06108, over 182.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2859, pruned_loss=0.05762, over 2471593.91 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06485, over 18134.80 utterances.], libri_tot_loss[loss=0.1863, simple_loss=0.2763, pruned_loss=0.04815, over 1398121.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.05871, over 4365.43 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2866, pruned_loss=0.05833, over 2471895.56 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06552, over 19335.85 utterances.], batch size: 182, lr: 2.25e-04
2022-09-01 00:03:28,714 INFO [train.py:927] (5/8) Epoch 18, batch 1750, giga_loss[loss=0.1791, simple_loss=0.2759, pruned_loss=0.04111, over 12400.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.04079, over 123.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2893, pruned_loss=0.05879, over 2471183.11 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06694, over 18384.24 utterances.], libri_tot_loss[loss=0.1857, simple_loss=0.2757, pruned_loss=0.04784, over 1434394.44 frames. utt_duration=1294 frames, utt_pad_proportion=0.05608, over 4440.45 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2905, pruned_loss=0.05983, over 2472047.00 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06797, over 19700.73 utterances.], batch size: 123, lr: 2.25e-04
2022-09-01 00:05:12,434 INFO [train.py:927] (5/8) Epoch 18, batch 1800, giga_loss[loss=0.2002, simple_loss=0.2981, pruned_loss=0.05115, over 12438.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03773, over 105.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2872, pruned_loss=0.05642, over 2472044.94 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06362, over 18049.50 utterances.], libri_tot_loss[loss=0.1861, simple_loss=0.2761, pruned_loss=0.04801, over 1460158.52 frames. utt_duration=1278 frames, utt_pad_proportion=0.0608, over 4576.47 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2882, pruned_loss=0.05739, over 2472630.50 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06375, over 19282.93 utterances.], batch size: 105, lr: 2.25e-04
2022-09-01 00:06:55,976 INFO [train.py:927] (5/8) Epoch 18, batch 1850, giga_loss[loss=0.1933, simple_loss=0.2877, pruned_loss=0.04943, over 12360.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02773, over 66.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2881, pruned_loss=0.056, over 2472684.80 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06425, over 18303.76 utterances.], libri_tot_loss[loss=0.1865, simple_loss=0.2769, pruned_loss=0.048, over 1499770.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.06432, over 4741.37 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2889, pruned_loss=0.05708, over 2473341.19 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06368, over 19641.76 utterances.], batch size: 66, lr: 2.25e-04
2022-09-01 00:08:41,061 INFO [train.py:927] (5/8) Epoch 18, batch 1900, giga_loss[loss=0.2037, simple_loss=0.2912, pruned_loss=0.05809, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2899, pruned_loss=0.05718, over 2472865.02 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06149, over 18093.93 utterances.], libri_tot_loss[loss=0.1863, simple_loss=0.2768, pruned_loss=0.04793, over 1519157.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.06266, over 4785.22 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2908, pruned_loss=0.05823, over 2473329.45 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06156, over 19360.65 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 00:10:23,919 INFO [train.py:927] (5/8) Epoch 18, batch 1950, libri_loss[loss=0.1952, simple_loss=0.2823, pruned_loss=0.05402, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006408, over 37.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2913, pruned_loss=0.0581, over 2473727.37 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0629, over 17463.15 utterances.], libri_tot_loss[loss=0.1861, simple_loss=0.2766, pruned_loss=0.04776, over 1552303.77 frames. utt_duration=1269 frames, utt_pad_proportion=0.06126, over 4899.19 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2926, pruned_loss=0.05938, over 2473851.50 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06321, over 18799.61 utterances.], batch size: 37, lr: 2.25e-04
2022-09-01 00:12:05,499 INFO [train.py:927] (5/8) Epoch 18, batch 2000, giga_loss[loss=0.2301, simple_loss=0.3036, pruned_loss=0.07833, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02868, over 45.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2907, pruned_loss=0.05818, over 2473831.12 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06559, over 17107.70 utterances.], libri_tot_loss[loss=0.1854, simple_loss=0.2758, pruned_loss=0.04751, over 1597380.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.06464, over 5070.35 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2929, pruned_loss=0.05986, over 2473902.82 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06495, over 18611.39 utterances.], batch size: 45, lr: 2.25e-04
2022-09-01 00:13:49,070 INFO [train.py:927] (5/8) Epoch 18, batch 2050, giga_loss[loss=0.2039, simple_loss=0.2972, pruned_loss=0.05531, over 12422.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.0242, over 70.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2927, pruned_loss=0.05899, over 2473476.63 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06576, over 16882.74 utterances.], libri_tot_loss[loss=0.186, simple_loss=0.2764, pruned_loss=0.04783, over 1614668.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.06316, over 5108.68 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2944, pruned_loss=0.06033, over 2473626.74 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06566, over 18267.27 utterances.], batch size: 70, lr: 2.25e-04
2022-09-01 00:15:30,254 INFO [train.py:927] (5/8) Epoch 18, batch 2100, giga_loss[loss=0.2048, simple_loss=0.291, pruned_loss=0.05929, over 12430.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06125, over 183.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2929, pruned_loss=0.05923, over 2473598.70 frames. utt_duration=628 frames, utt_pad_proportion=0.06135, over 15792.49 utterances.], libri_tot_loss[loss=0.1861, simple_loss=0.2766, pruned_loss=0.04778, over 1660872.71 frames. utt_duration=1270 frames, utt_pad_proportion=0.0598, over 5238.62 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2949, pruned_loss=0.0609, over 2473620.27 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06255, over 17352.75 utterances.], batch size: 183, lr: 2.25e-04
2022-09-01 00:17:13,617 INFO [train.py:927] (5/8) Epoch 18, batch 2150, giga_loss[loss=0.1923, simple_loss=0.2711, pruned_loss=0.0568, over 12419.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03981, over 40.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2923, pruned_loss=0.05937, over 2473444.55 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05701, over 15462.36 utterances.], libri_tot_loss[loss=0.186, simple_loss=0.2766, pruned_loss=0.04775, over 1680908.50 frames. utt_duration=1273 frames, utt_pad_proportion=0.05824, over 5288.11 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2942, pruned_loss=0.06097, over 2473526.94 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05878, over 16895.96 utterances.], batch size: 40, lr: 2.25e-04
2022-09-01 00:18:57,719 INFO [train.py:927] (5/8) Epoch 18, batch 2200, giga_loss[loss=0.2679, simple_loss=0.328, pruned_loss=0.1039, over 12339.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2022, over 368.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2939, pruned_loss=0.06086, over 2473239.48 frames. utt_duration=635.5 frames, utt_pad_proportion=0.0602, over 15602.98 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2778, pruned_loss=0.04842, over 1696779.92 frames. utt_duration=1252 frames, utt_pad_proportion=0.06379, over 5426.93 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.06193, over 2473188.83 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05968, over 16787.78 utterances.], batch size: 368, lr: 2.25e-04
2022-09-01 00:20:39,539 INFO [train.py:927] (5/8) Epoch 18, batch 2250, giga_loss[loss=0.2166, simple_loss=0.305, pruned_loss=0.06406, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03027, over 85.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2943, pruned_loss=0.06117, over 2472602.33 frames. utt_duration=641.2 frames, utt_pad_proportion=0.0588, over 15461.45 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2784, pruned_loss=0.04882, over 1711971.18 frames. utt_duration=1238 frames, utt_pad_proportion=0.06874, over 5538.95 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2952, pruned_loss=0.062, over 2472748.22 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05706, over 16480.54 utterances.], batch size: 85, lr: 2.25e-04
2022-09-01 00:22:24,825 INFO [train.py:927] (5/8) Epoch 18, batch 2300, giga_loss[loss=0.1659, simple_loss=0.255, pruned_loss=0.03845, over 12473.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03977, over 26.00 utterances.], tot_loss[loss=0.207, simple_loss=0.293, pruned_loss=0.06055, over 2472279.01 frames. utt_duration=654.4 frames, utt_pad_proportion=0.06165, over 15146.17 utterances.], libri_tot_loss[loss=0.1872, simple_loss=0.2775, pruned_loss=0.04847, over 1733912.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.06666, over 5562.43 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2946, pruned_loss=0.06176, over 2472949.26 frames. utt_duration=611.9 frames, utt_pad_proportion=0.0606, over 16206.74 utterances.], batch size: 26, lr: 2.25e-04
2022-09-01 00:24:07,836 INFO [train.py:927] (5/8) Epoch 18, batch 2350, giga_loss[loss=0.1798, simple_loss=0.2656, pruned_loss=0.04695, over 12399.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02879, over 58.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2918, pruned_loss=0.06014, over 2471858.57 frames. utt_duration=642.6 frames, utt_pad_proportion=0.0617, over 15423.69 utterances.], libri_tot_loss[loss=0.1872, simple_loss=0.2776, pruned_loss=0.04845, over 1751981.76 frames. utt_duration=1245 frames, utt_pad_proportion=0.06644, over 5633.74 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2934, pruned_loss=0.0614, over 2472589.31 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06091, over 16429.32 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 00:25:49,014 INFO [train.py:927] (5/8) Epoch 18, batch 2400, giga_loss[loss=0.2014, simple_loss=0.2905, pruned_loss=0.0561, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02958, over 58.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2904, pruned_loss=0.05999, over 2472657.27 frames. utt_duration=639.9 frames, utt_pad_proportion=0.06173, over 15491.77 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2777, pruned_loss=0.0485, over 1763012.79 frames. utt_duration=1250 frames, utt_pad_proportion=0.06538, over 5650.18 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2918, pruned_loss=0.0611, over 2472989.61 frames. utt_duration=604.7 frames, utt_pad_proportion=0.06142, over 16399.22 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 00:27:32,112 INFO [train.py:927] (5/8) Epoch 18, batch 2450, giga_loss[loss=0.1877, simple_loss=0.2665, pruned_loss=0.05448, over 12235.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02913, over 39.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.288, pruned_loss=0.05892, over 2472721.47 frames. utt_duration=624.4 frames, utt_pad_proportion=0.05883, over 15879.91 utterances.], libri_tot_loss[loss=0.1871, simple_loss=0.2774, pruned_loss=0.04841, over 1773647.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.06443, over 5660.37 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2894, pruned_loss=0.05999, over 2472930.84 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05899, over 16721.38 utterances.], batch size: 39, lr: 2.25e-04
2022-09-01 00:29:13,575 INFO [train.py:927] (5/8) Epoch 18, batch 2500, giga_loss[loss=0.1667, simple_loss=0.251, pruned_loss=0.04121, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04438, over 33.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2848, pruned_loss=0.05731, over 2471463.92 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05852, over 16030.52 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2779, pruned_loss=0.04844, over 1780564.17 frames. utt_duration=1257 frames, utt_pad_proportion=0.0638, over 5672.71 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2857, pruned_loss=0.05822, over 2471674.18 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05883, over 16768.31 utterances.], batch size: 33, lr: 2.25e-04
2022-09-01 00:30:56,237 INFO [train.py:927] (5/8) Epoch 18, batch 2550, giga_loss[loss=0.1793, simple_loss=0.2667, pruned_loss=0.04589, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03004, over 58.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2815, pruned_loss=0.05548, over 2471110.60 frames. utt_duration=637.1 frames, utt_pad_proportion=0.05979, over 15552.54 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2784, pruned_loss=0.04848, over 1797458.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.0624, over 5700.69 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.282, pruned_loss=0.05636, over 2471443.09 frames. utt_duration=606.4 frames, utt_pad_proportion=0.06041, over 16342.59 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 00:32:39,077 INFO [train.py:927] (5/8) Epoch 18, batch 2600, giga_loss[loss=0.1886, simple_loss=0.2809, pruned_loss=0.04813, over 12342.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2827, pruned_loss=0.05549, over 2472063.35 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06561, over 16985.35 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2784, pruned_loss=0.04852, over 1810864.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.06108, over 5722.48 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2832, pruned_loss=0.05628, over 2472304.76 frames. utt_duration=558 frames, utt_pad_proportion=0.06614, over 17771.27 utterances.], batch size: 97, lr: 2.25e-04
2022-09-01 00:34:21,924 INFO [train.py:927] (5/8) Epoch 18, batch 2650, libri_loss[loss=0.1808, simple_loss=0.2702, pruned_loss=0.04573, over 12223.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008671, over 29.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2829, pruned_loss=0.05488, over 2472004.68 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06516, over 17175.90 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2783, pruned_loss=0.04858, over 1827310.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.05965, over 5750.14 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2834, pruned_loss=0.0556, over 2472130.63 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06606, over 18042.67 utterances.], batch size: 29, lr: 2.25e-04
2022-09-01 00:36:01,467 INFO [train.py:927] (5/8) Epoch 18, batch 2700, giga_loss[loss=0.1613, simple_loss=0.257, pruned_loss=0.03278, over 12418.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02452, over 66.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2825, pruned_loss=0.05413, over 2472341.05 frames. utt_duration=586.7 frames, utt_pad_proportion=0.0605, over 16899.35 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2786, pruned_loss=0.04892, over 1861757.54 frames. utt_duration=1279 frames, utt_pad_proportion=0.05636, over 5829.19 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.283, pruned_loss=0.05478, over 2472587.67 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06251, over 18090.81 utterances.], batch size: 66, lr: 2.25e-04
2022-09-01 00:37:42,642 INFO [train.py:927] (5/8) Epoch 18, batch 2750, libri_loss[loss=0.1632, simple_loss=0.2505, pruned_loss=0.03794, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01127, over 28.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2823, pruned_loss=0.05372, over 2471991.66 frames. utt_duration=604.2 frames, utt_pad_proportion=0.0589, over 16404.53 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2783, pruned_loss=0.04878, over 1882211.42 frames. utt_duration=1283 frames, utt_pad_proportion=0.05622, over 5875.90 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.283, pruned_loss=0.05451, over 2472786.77 frames. utt_duration=561 frames, utt_pad_proportion=0.06078, over 17678.53 utterances.], batch size: 28, lr: 2.25e-04
2022-09-01 00:39:23,240 INFO [train.py:927] (5/8) Epoch 18, batch 2800, giga_loss[loss=0.1896, simple_loss=0.2793, pruned_loss=0.04994, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04151, over 34.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2829, pruned_loss=0.05357, over 2473007.97 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05743, over 16468.40 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2783, pruned_loss=0.04872, over 1894039.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.05512, over 5891.22 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2835, pruned_loss=0.05435, over 2473512.78 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05936, over 17667.29 utterances.], batch size: 34, lr: 2.25e-04
2022-09-01 00:41:05,012 INFO [train.py:927] (5/8) Epoch 18, batch 2850, giga_loss[loss=0.1873, simple_loss=0.2818, pruned_loss=0.04646, over 12447.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03611, over 133.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2845, pruned_loss=0.05394, over 2473236.05 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05397, over 16514.95 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2778, pruned_loss=0.04852, over 1905642.58 frames. utt_duration=1293 frames, utt_pad_proportion=0.05406, over 5903.30 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2855, pruned_loss=0.05479, over 2473535.43 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05603, over 17640.78 utterances.], batch size: 133, lr: 2.25e-04
2022-09-01 00:42:43,278 INFO [train.py:927] (5/8) Epoch 18, batch 2900, giga_loss[loss=0.1883, simple_loss=0.2827, pruned_loss=0.04695, over 12286.00 frames. utt_duration=794.1 frames, utt_pad_proportion=0.0386, over 62.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2861, pruned_loss=0.05445, over 2473006.50 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06233, over 17056.91 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2783, pruned_loss=0.04882, over 1916972.30 frames. utt_duration=1272 frames, utt_pad_proportion=0.05991, over 6033.32 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2867, pruned_loss=0.05502, over 2473176.52 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06183, over 18025.00 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:44:26,058 INFO [train.py:927] (5/8) Epoch 18, batch 2950, giga_loss[loss=0.1905, simple_loss=0.2753, pruned_loss=0.05289, over 12452.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03428, over 98.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2871, pruned_loss=0.05512, over 2473152.51 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06422, over 17364.07 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2787, pruned_loss=0.04911, over 1930615.18 frames. utt_duration=1261 frames, utt_pad_proportion=0.06468, over 6133.53 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.05553, over 2473409.18 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06248, over 18294.32 utterances.], batch size: 98, lr: 2.25e-04
2022-09-01 00:46:07,944 INFO [train.py:927] (5/8) Epoch 18, batch 3000, giga_loss[loss=0.1704, simple_loss=0.256, pruned_loss=0.04245, over 12448.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.03116, over 55.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2857, pruned_loss=0.05487, over 2473122.06 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06053, over 17239.96 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2786, pruned_loss=0.04909, over 1935829.06 frames. utt_duration=1264 frames, utt_pad_proportion=0.0641, over 6134.18 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2862, pruned_loss=0.05526, over 2473506.73 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05948, over 18075.80 utterances.], batch size: 55, lr: 2.25e-04
2022-09-01 00:46:07,946 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 00:46:24,664 INFO [train.py:967] (5/8) 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 00:48:01,684 INFO [train.py:927] (5/8) Epoch 18, batch 3050, giga_loss[loss=0.1942, simple_loss=0.278, pruned_loss=0.05518, over 12352.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1865, over 361.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2858, pruned_loss=0.05484, over 2474097.04 frames. utt_duration=542 frames, utt_pad_proportion=0.06244, over 18308.39 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2783, pruned_loss=0.04905, over 1951885.31 frames. utt_duration=1271 frames, utt_pad_proportion=0.06282, over 6151.81 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2866, pruned_loss=0.05534, over 2474322.39 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06186, over 19262.19 utterances.], batch size: 361, lr: 2.25e-04
2022-09-01 00:49:40,874 INFO [train.py:927] (5/8) Epoch 18, batch 3100, giga_loss[loss=0.2002, simple_loss=0.2926, pruned_loss=0.05396, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03225, over 80.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2858, pruned_loss=0.05425, over 2474008.47 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06072, over 18086.52 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2779, pruned_loss=0.04877, over 1964428.99 frames. utt_duration=1277 frames, utt_pad_proportion=0.06144, over 6161.86 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2868, pruned_loss=0.05495, over 2474515.19 frames. utt_duration=519.8 frames, utt_pad_proportion=0.0607, over 19098.24 utterances.], batch size: 80, lr: 2.25e-04
2022-09-01 00:51:18,848 INFO [train.py:927] (5/8) Epoch 18, batch 3150, giga_loss[loss=0.2316, simple_loss=0.3207, pruned_loss=0.07129, over 12434.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.03548, over 113.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2841, pruned_loss=0.05424, over 2474101.53 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05926, over 17163.72 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.2778, pruned_loss=0.04864, over 1974555.21 frames. utt_duration=1282 frames, utt_pad_proportion=0.06045, over 6167.53 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2852, pruned_loss=0.05499, over 2474485.66 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05964, over 18166.67 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 00:52:59,780 INFO [train.py:927] (5/8) Epoch 18, batch 3200, giga_loss[loss=0.1991, simple_loss=0.2785, pruned_loss=0.05988, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03304, over 42.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2822, pruned_loss=0.05445, over 2473194.60 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05824, over 17240.10 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.278, pruned_loss=0.04886, over 1981747.27 frames. utt_duration=1284 frames, utt_pad_proportion=0.05962, over 6178.91 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2829, pruned_loss=0.05497, over 2473730.81 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05884, over 18168.44 utterances.], batch size: 42, lr: 2.25e-04
2022-09-01 00:54:37,785 INFO [train.py:927] (5/8) Epoch 18, batch 3250, giga_loss[loss=0.1633, simple_loss=0.258, pruned_loss=0.03433, over 12446.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.0312, over 55.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2805, pruned_loss=0.0538, over 2473611.25 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06062, over 17354.22 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2785, pruned_loss=0.04908, over 1993912.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.0651, over 6315.48 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2808, pruned_loss=0.05416, over 2474037.93 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05914, over 18223.25 utterances.], batch size: 55, lr: 2.25e-04
2022-09-01 00:56:14,956 INFO [train.py:927] (5/8) Epoch 18, batch 3300, giga_loss[loss=0.1701, simple_loss=0.2638, pruned_loss=0.03825, over 12452.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03415, over 98.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2769, pruned_loss=0.05264, over 2473711.45 frames. utt_duration=568 frames, utt_pad_proportion=0.05991, over 17467.91 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2785, pruned_loss=0.04906, over 2003420.93 frames. utt_duration=1268 frames, utt_pad_proportion=0.06386, over 6325.18 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2772, pruned_loss=0.05301, over 2474055.05 frames. utt_duration=541 frames, utt_pad_proportion=0.05911, over 18342.01 utterances.], batch size: 98, lr: 2.25e-04
2022-09-01 00:57:54,148 INFO [train.py:927] (5/8) Epoch 18, batch 3350, giga_loss[loss=0.168, simple_loss=0.258, pruned_loss=0.03898, over 12388.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2766, pruned_loss=0.05226, over 2473830.45 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05628, over 17246.42 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2782, pruned_loss=0.04888, over 2014851.50 frames. utt_duration=1274 frames, utt_pad_proportion=0.06257, over 6334.13 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2769, pruned_loss=0.05277, over 2474307.29 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05616, over 18194.24 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:59:35,847 INFO [train.py:927] (5/8) Epoch 18, batch 3400, giga_loss[loss=0.2183, simple_loss=0.3011, pruned_loss=0.06776, over 12358.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2787, pruned_loss=0.05285, over 2473588.30 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05224, over 16802.40 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2781, pruned_loss=0.04883, over 2021447.56 frames. utt_duration=1278 frames, utt_pad_proportion=0.06174, over 6336.06 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2791, pruned_loss=0.05335, over 2474219.57 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05256, over 17695.81 utterances.], batch size: 97, lr: 2.25e-04
2022-09-01 01:01:15,504 INFO [train.py:927] (5/8) Epoch 18, batch 3450, giga_loss[loss=0.1882, simple_loss=0.2764, pruned_loss=0.04998, over 12342.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03001, over 48.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2817, pruned_loss=0.05395, over 2474004.13 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05272, over 16670.45 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.278, pruned_loss=0.04897, over 2034621.53 frames. utt_duration=1283 frames, utt_pad_proportion=0.06026, over 6349.93 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2821, pruned_loss=0.05436, over 2474704.48 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05331, over 17650.59 utterances.], batch size: 48, lr: 2.25e-04
2022-09-01 01:02:59,688 INFO [train.py:927] (5/8) Epoch 18, batch 3500, giga_loss[loss=0.2391, simple_loss=0.3251, pruned_loss=0.07654, over 12419.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.285, pruned_loss=0.05607, over 2473985.47 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05653, over 16805.99 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2781, pruned_loss=0.04906, over 2053956.30 frames. utt_duration=1286 frames, utt_pad_proportion=0.05813, over 6397.14 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2854, pruned_loss=0.05653, over 2474587.18 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05729, over 17963.09 utterances.], batch size: 75, lr: 2.25e-04
2022-09-01 01:04:48,165 INFO [train.py:927] (5/8) Epoch 18, batch 3550, giga_loss[loss=0.2277, simple_loss=0.3157, pruned_loss=0.06991, over 12457.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04249, over 31.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2913, pruned_loss=0.05967, over 2474012.11 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06089, over 18068.21 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2783, pruned_loss=0.04912, over 2060124.75 frames. utt_duration=1286 frames, utt_pad_proportion=0.05742, over 6414.04 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2916, pruned_loss=0.06012, over 2474583.05 frames. utt_duration=519 frames, utt_pad_proportion=0.06148, over 19126.86 utterances.], batch size: 31, lr: 2.25e-04
2022-09-01 01:06:33,042 INFO [train.py:927] (5/8) Epoch 18, batch 3600, libri_loss[loss=0.2125, simple_loss=0.3067, pruned_loss=0.05917, over 12307.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01854, over 41.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2974, pruned_loss=0.06434, over 2474231.54 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06553, over 18952.93 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2787, pruned_loss=0.04921, over 2068362.38 frames. utt_duration=1283 frames, utt_pad_proportion=0.05688, over 6458.31 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2976, pruned_loss=0.06485, over 2474674.71 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06593, over 19966.77 utterances.], batch size: 41, lr: 2.25e-04
2022-09-01 01:08:14,794 INFO [train.py:927] (5/8) Epoch 18, batch 3650, giga_loss[loss=0.2372, simple_loss=0.3185, pruned_loss=0.07799, over 12361.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03904, over 113.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3022, pruned_loss=0.06825, over 2474678.44 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07159, over 19728.71 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2793, pruned_loss=0.04951, over 2086611.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05932, over 6575.99 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3028, pruned_loss=0.06916, over 2474723.69 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07125, over 20985.46 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 01:09:55,699 INFO [train.py:927] (5/8) Epoch 18, batch 3700, giga_loss[loss=0.2168, simple_loss=0.3013, pruned_loss=0.0661, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02771, over 66.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3063, pruned_loss=0.07163, over 2475193.54 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07017, over 20214.90 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2797, pruned_loss=0.04957, over 2100130.77 frames. utt_duration=1269 frames, utt_pad_proportion=0.05801, over 6626.19 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3072, pruned_loss=0.07293, over 2475114.64 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07045, over 21589.26 utterances.], batch size: 66, lr: 2.25e-04
2022-09-01 01:11:42,448 INFO [train.py:927] (5/8) Epoch 18, batch 3750, libri_loss[loss=0.2075, simple_loss=0.2944, pruned_loss=0.06028, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006737, over 37.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3137, pruned_loss=0.07762, over 2475419.90 frames. utt_duration=454.6 frames, utt_pad_proportion=0.08135, over 21849.83 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2808, pruned_loss=0.05019, over 2113169.06 frames. utt_duration=1240 frames, utt_pad_proportion=0.06579, over 6823.05 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.07902, over 2475243.60 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07926, over 23250.58 utterances.], batch size: 37, lr: 2.25e-04
2022-09-01 01:13:26,842 INFO [train.py:927] (5/8) Epoch 18, batch 3800, giga_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.0828, over 12388.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.237, simple_loss=0.315, pruned_loss=0.07944, over 2475271.68 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08525, over 22589.99 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2807, pruned_loss=0.0501, over 2127083.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.0638, over 6813.32 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08163, over 2475406.57 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08402, over 24264.68 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 01:15:10,354 INFO [train.py:927] (5/8) Epoch 18, batch 3850, giga_loss[loss=0.2414, simple_loss=0.3263, pruned_loss=0.07827, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03504, over 86.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3152, pruned_loss=0.07934, over 2475321.44 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07883, over 21749.88 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05014, over 2128665.53 frames. utt_duration=1252 frames, utt_pad_proportion=0.06354, over 6810.26 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.317, pruned_loss=0.08115, over 2475581.57 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07828, over 23135.65 utterances.], batch size: 86, lr: 2.25e-04
2022-09-01 01:16:52,018 INFO [train.py:927] (5/8) Epoch 18, batch 3900, giga_loss[loss=0.2486, simple_loss=0.3256, pruned_loss=0.08577, over 12424.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3162, pruned_loss=0.07879, over 2474708.15 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07626, over 20975.50 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.281, pruned_loss=0.05026, over 2138281.97 frames. utt_duration=1237 frames, utt_pad_proportion=0.06727, over 6923.45 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3182, pruned_loss=0.08091, over 2475512.72 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07508, over 22373.11 utterances.], batch size: 105, lr: 2.25e-04
2022-09-01 01:18:37,789 INFO [train.py:927] (5/8) Epoch 18, batch 3950, giga_loss[loss=0.2902, simple_loss=0.3505, pruned_loss=0.115, over 12371.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06699, over 211.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3146, pruned_loss=0.07712, over 2474237.46 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07617, over 20910.31 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2805, pruned_loss=0.04992, over 2144425.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.06623, over 6907.06 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3173, pruned_loss=0.07957, over 2475364.44 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07558, over 22291.93 utterances.], batch size: 211, lr: 2.25e-04
2022-09-01 01:20:24,205 INFO [train.py:927] (5/8) Epoch 18, batch 4000, giga_loss[loss=0.2342, simple_loss=0.3178, pruned_loss=0.07528, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06263, over 183.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3131, pruned_loss=0.0746, over 2474588.35 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07185, over 20518.28 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2805, pruned_loss=0.04993, over 2147506.47 frames. utt_duration=1244 frames, utt_pad_proportion=0.06569, over 6913.00 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3154, pruned_loss=0.07674, over 2475645.18 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07177, over 21712.06 utterances.], batch size: 183, lr: 2.25e-04
2022-09-01 01:22:06,096 INFO [train.py:927] (5/8) Epoch 18, batch 4050, giga_loss[loss=0.2196, simple_loss=0.303, pruned_loss=0.0681, over 12420.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.31, pruned_loss=0.07232, over 2473981.31 frames. utt_duration=485 frames, utt_pad_proportion=0.07293, over 20467.18 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2807, pruned_loss=0.04996, over 2160936.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.0635, over 6916.01 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.313, pruned_loss=0.07498, over 2475725.04 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07353, over 21993.87 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 01:23:49,903 INFO [train.py:927] (5/8) Epoch 18, batch 4100, giga_loss[loss=0.2375, simple_loss=0.3147, pruned_loss=0.08009, over 12452.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0363, over 133.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3099, pruned_loss=0.07233, over 2473842.78 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07363, over 20662.24 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2805, pruned_loss=0.04992, over 2168515.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.06222, over 6903.30 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3131, pruned_loss=0.075, over 2475389.99 frames. utt_duration=447.5 frames, utt_pad_proportion=0.0745, over 22201.38 utterances.], batch size: 133, lr: 2.25e-04
2022-09-01 01:25:38,083 INFO [train.py:927] (5/8) Epoch 18, batch 4150, giga_loss[loss=0.2322, simple_loss=0.3146, pruned_loss=0.07489, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0352, over 40.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3091, pruned_loss=0.07117, over 2473521.94 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07218, over 20552.08 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2804, pruned_loss=0.04979, over 2175819.64 frames. utt_duration=1260 frames, utt_pad_proportion=0.06086, over 6914.74 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3124, pruned_loss=0.07385, over 2474962.43 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07341, over 22056.34 utterances.], batch size: 40, lr: 2.25e-04
2022-09-01 01:27:22,860 INFO [train.py:927] (5/8) Epoch 18, batch 4200, giga_loss[loss=0.3043, simple_loss=0.3615, pruned_loss=0.1235, over 12395.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3099, pruned_loss=0.07073, over 2473469.72 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07392, over 20665.31 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2803, pruned_loss=0.04966, over 2185760.65 frames. utt_duration=1266 frames, utt_pad_proportion=0.05919, over 6912.55 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3135, pruned_loss=0.07365, over 2474935.68 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07537, over 22301.56 utterances.], batch size: 260, lr: 2.25e-04
2022-09-01 01:29:04,691 INFO [train.py:927] (5/8) Epoch 18, batch 4250, giga_loss[loss=0.2201, simple_loss=0.3021, pruned_loss=0.06908, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03783, over 28.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3091, pruned_loss=0.07036, over 2474142.72 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07047, over 20116.67 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2808, pruned_loss=0.04996, over 2195810.26 frames. utt_duration=1255 frames, utt_pad_proportion=0.06241, over 7006.87 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3126, pruned_loss=0.07313, over 2475226.01 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07102, over 21763.86 utterances.], batch size: 28, lr: 2.25e-04
2022-09-01 01:30:48,785 INFO [train.py:927] (5/8) Epoch 18, batch 4300, giga_loss[loss=0.2092, simple_loss=0.2897, pruned_loss=0.06435, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3067, pruned_loss=0.06963, over 2474597.56 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06949, over 19514.07 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2808, pruned_loss=0.05, over 2206663.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.06033, over 7004.82 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3104, pruned_loss=0.07254, over 2475545.01 frames. utt_duration=466.3 frames, utt_pad_proportion=0.0707, over 21303.26 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 01:32:35,515 INFO [train.py:927] (5/8) Epoch 18, batch 4350, giga_loss[loss=0.1934, simple_loss=0.2972, pruned_loss=0.04482, over 12305.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03341, over 70.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3057, pruned_loss=0.06842, over 2474078.41 frames. utt_duration=522 frames, utt_pad_proportion=0.06766, over 19011.14 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2807, pruned_loss=0.05, over 2212953.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.0591, over 7005.75 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3093, pruned_loss=0.07118, over 2475150.29 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06924, over 20722.73 utterances.], batch size: 70, lr: 2.25e-04
2022-09-01 01:34:19,155 INFO [train.py:927] (5/8) Epoch 18, batch 4400, libri_loss[loss=0.199, simple_loss=0.2894, pruned_loss=0.05426, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006835, over 36.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3059, pruned_loss=0.06858, over 2473799.73 frames. utt_duration=505 frames, utt_pad_proportion=0.07197, over 19648.88 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2808, pruned_loss=0.05003, over 2216780.43 frames. utt_duration=1267 frames, utt_pad_proportion=0.05831, over 7006.67 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.309, pruned_loss=0.07097, over 2474681.95 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07317, over 21162.00 utterances.], batch size: 36, lr: 2.24e-04
2022-09-01 01:36:06,970 INFO [train.py:927] (5/8) Epoch 18, batch 4450, giga_loss[loss=0.2335, simple_loss=0.3144, pruned_loss=0.07629, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03992, over 113.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3046, pruned_loss=0.06843, over 2474409.55 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07356, over 20038.50 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2811, pruned_loss=0.0501, over 2224585.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05683, over 7011.40 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3075, pruned_loss=0.0708, over 2474942.94 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07498, over 21605.27 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 01:37:53,752 INFO [train.py:927] (5/8) Epoch 18, batch 4500, libri_loss[loss=0.1783, simple_loss=0.2667, pruned_loss=0.04499, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007064, over 31.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3026, pruned_loss=0.06782, over 2474472.62 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07055, over 19943.82 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.281, pruned_loss=0.05003, over 2229367.26 frames. utt_duration=1269 frames, utt_pad_proportion=0.0569, over 7036.82 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3054, pruned_loss=0.07009, over 2475054.19 frames. utt_duration=464 frames, utt_pad_proportion=0.07195, over 21401.89 utterances.], batch size: 31, lr: 2.24e-04
2022-09-01 01:39:40,462 INFO [train.py:927] (5/8) Epoch 18, batch 4550, giga_loss[loss=0.1999, simple_loss=0.2863, pruned_loss=0.0567, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02991, over 58.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3018, pruned_loss=0.06808, over 2474719.74 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06882, over 19972.40 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2814, pruned_loss=0.05022, over 2231918.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.06137, over 7129.39 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06987, over 2475081.96 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06865, over 21148.84 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 01:41:27,953 INFO [train.py:927] (5/8) Epoch 18, batch 4600, giga_loss[loss=0.2287, simple_loss=0.3093, pruned_loss=0.07405, over 12412.00 frames. utt_duration=578.8 frames, utt_pad_proportion=0.03533, over 86.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3016, pruned_loss=0.06771, over 2473865.39 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06644, over 19641.99 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2814, pruned_loss=0.05019, over 2239080.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05995, over 7125.33 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3038, pruned_loss=0.06967, over 2474181.86 frames. utt_duration=474 frames, utt_pad_proportion=0.06693, over 20944.52 utterances.], batch size: 86, lr: 2.24e-04
2022-09-01 01:43:14,377 INFO [train.py:927] (5/8) Epoch 18, batch 4650, giga_loss[loss=0.2224, simple_loss=0.3097, pruned_loss=0.06758, over 12362.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05314, over 161.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3015, pruned_loss=0.06713, over 2473980.11 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07439, over 20141.45 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2812, pruned_loss=0.05, over 2243754.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.05916, over 7130.71 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3039, pruned_loss=0.06915, over 2474224.29 frames. utt_duration=464 frames, utt_pad_proportion=0.07463, over 21396.62 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 01:45:02,776 INFO [train.py:927] (5/8) Epoch 18, batch 4700, giga_loss[loss=0.1929, simple_loss=0.2829, pruned_loss=0.05142, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03669, over 43.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3013, pruned_loss=0.06694, over 2473659.07 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07402, over 20303.40 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2811, pruned_loss=0.05, over 2247266.90 frames. utt_duration=1263 frames, utt_pad_proportion=0.05841, over 7126.73 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3035, pruned_loss=0.06875, over 2473787.95 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07448, over 21463.11 utterances.], batch size: 43, lr: 2.24e-04
2022-09-01 01:46:48,260 INFO [train.py:927] (5/8) Epoch 18, batch 4750, giga_loss[loss=0.1791, simple_loss=0.2635, pruned_loss=0.04738, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03452, over 28.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3035, pruned_loss=0.06924, over 2473238.28 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07674, over 20689.68 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2812, pruned_loss=0.05006, over 2250486.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.05762, over 7134.81 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3054, pruned_loss=0.07089, over 2473484.52 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07731, over 21792.80 utterances.], batch size: 28, lr: 2.24e-04
2022-09-01 01:48:33,793 INFO [train.py:927] (5/8) Epoch 18, batch 4800, giga_loss[loss=0.2151, simple_loss=0.2956, pruned_loss=0.06728, over 12254.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02663, over 54.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07197, over 2473564.98 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07767, over 21060.22 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05009, over 2253830.42 frames. utt_duration=1265 frames, utt_pad_proportion=0.05691, over 7137.73 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07356, over 2473741.41 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07837, over 22123.26 utterances.], batch size: 54, lr: 2.24e-04
2022-09-01 01:50:16,271 INFO [train.py:927] (5/8) Epoch 18, batch 4850, giga_loss[loss=0.2093, simple_loss=0.3026, pruned_loss=0.05799, over 12361.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03962, over 113.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3057, pruned_loss=0.07157, over 2473333.62 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07466, over 21080.52 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.05004, over 2257287.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05622, over 7132.70 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07316, over 2473307.66 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07563, over 22117.31 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 01:52:00,021 INFO [train.py:927] (5/8) Epoch 18, batch 4900, giga_loss[loss=0.2137, simple_loss=0.3, pruned_loss=0.06371, over 12335.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03326, over 85.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3054, pruned_loss=0.07097, over 2474047.52 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07918, over 22215.87 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2813, pruned_loss=0.05001, over 2259496.80 frames. utt_duration=1270 frames, utt_pad_proportion=0.05576, over 7126.40 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07245, over 2473982.24 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07995, over 23176.77 utterances.], batch size: 85, lr: 2.24e-04
2022-09-01 01:53:46,910 INFO [train.py:927] (5/8) Epoch 18, batch 4950, giga_loss[loss=0.2073, simple_loss=0.2915, pruned_loss=0.06153, over 12464.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03018, over 75.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3038, pruned_loss=0.07055, over 2474836.31 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07575, over 21639.77 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.05002, over 2262368.74 frames. utt_duration=1270 frames, utt_pad_proportion=0.05519, over 7132.42 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3054, pruned_loss=0.07198, over 2475088.49 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07676, over 22594.43 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 01:55:32,115 INFO [train.py:927] (5/8) Epoch 18, batch 5000, giga_loss[loss=0.2313, simple_loss=0.3331, pruned_loss=0.0648, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.305, pruned_loss=0.07031, over 2474960.32 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07213, over 20582.54 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05001, over 2269422.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05903, over 7222.34 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3068, pruned_loss=0.07209, over 2475407.96 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07224, over 21698.42 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 01:57:21,487 INFO [train.py:927] (5/8) Epoch 18, batch 5050, libri_loss[loss=0.1601, simple_loss=0.2464, pruned_loss=0.03695, over 12467.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009291, over 29.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3065, pruned_loss=0.07007, over 2474435.52 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07797, over 21059.96 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05002, over 2273450.49 frames. utt_duration=1249 frames, utt_pad_proportion=0.06256, over 7287.75 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3084, pruned_loss=0.07186, over 2474821.46 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07704, over 22144.93 utterances.], batch size: 29, lr: 2.24e-04
2022-09-01 01:59:04,186 INFO [train.py:927] (5/8) Epoch 18, batch 5100, giga_loss[loss=0.2027, simple_loss=0.2827, pruned_loss=0.06137, over 12093.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03933, over 30.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3078, pruned_loss=0.07071, over 2474191.56 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07593, over 20734.08 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2818, pruned_loss=0.05016, over 2281459.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.06057, over 7296.16 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3101, pruned_loss=0.07276, over 2474410.73 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07597, over 22074.72 utterances.], batch size: 30, lr: 2.24e-04
2022-09-01 02:00:52,051 INFO [train.py:927] (5/8) Epoch 18, batch 5150, giga_loss[loss=0.197, simple_loss=0.2804, pruned_loss=0.05679, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02941, over 39.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.308, pruned_loss=0.07215, over 2473312.49 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07934, over 21097.20 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.282, pruned_loss=0.05026, over 2285317.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.05998, over 7316.06 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3101, pruned_loss=0.07409, over 2473449.32 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07949, over 22395.43 utterances.], batch size: 39, lr: 2.24e-04
2022-09-01 02:02:37,960 INFO [train.py:927] (5/8) Epoch 18, batch 5200, giga_loss[loss=0.2296, simple_loss=0.3071, pruned_loss=0.07603, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0421, over 113.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07206, over 2472854.06 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07959, over 20907.71 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2818, pruned_loss=0.05016, over 2290451.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.05976, over 7319.70 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3086, pruned_loss=0.07429, over 2473322.10 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08001, over 22316.89 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 02:04:25,658 INFO [train.py:927] (5/8) Epoch 18, batch 5250, giga_loss[loss=0.225, simple_loss=0.2957, pruned_loss=0.07715, over 12396.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02917, over 97.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3057, pruned_loss=0.07191, over 2472436.30 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07407, over 19746.51 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05031, over 2296686.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06283, over 7418.96 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3081, pruned_loss=0.07425, over 2472841.68 frames. utt_duration=468 frames, utt_pad_proportion=0.074, over 21203.63 utterances.], batch size: 97, lr: 2.24e-04
2022-09-01 02:06:09,906 INFO [train.py:927] (5/8) Epoch 18, batch 5300, giga_loss[loss=0.2713, simple_loss=0.341, pruned_loss=0.1009, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3051, pruned_loss=0.0724, over 2471830.58 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07395, over 19541.50 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05057, over 2301880.17 frames. utt_duration=1230 frames, utt_pad_proportion=0.06561, over 7495.78 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3071, pruned_loss=0.07464, over 2472185.64 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07322, over 20961.33 utterances.], batch size: 258, lr: 2.24e-04
2022-09-01 02:07:53,509 INFO [train.py:927] (5/8) Epoch 18, batch 5350, giga_loss[loss=0.2345, simple_loss=0.3143, pruned_loss=0.07739, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04871, over 161.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3048, pruned_loss=0.07215, over 2471862.01 frames. utt_duration=493 frames, utt_pad_proportion=0.07378, over 20114.20 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2824, pruned_loss=0.05037, over 2305053.29 frames. utt_duration=1236 frames, utt_pad_proportion=0.06461, over 7471.04 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3072, pruned_loss=0.07443, over 2472306.99 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07357, over 21465.37 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 02:09:39,828 INFO [train.py:927] (5/8) Epoch 18, batch 5400, libri_loss[loss=0.2, simple_loss=0.2911, pruned_loss=0.05441, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007973, over 37.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.306, pruned_loss=0.07209, over 2472559.26 frames. utt_duration=506 frames, utt_pad_proportion=0.06789, over 19604.14 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2826, pruned_loss=0.0503, over 2308141.70 frames. utt_duration=1239 frames, utt_pad_proportion=0.06357, over 7458.77 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3082, pruned_loss=0.07438, over 2473161.33 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06843, over 20926.69 utterances.], batch size: 37, lr: 2.24e-04
2022-09-01 02:11:26,384 INFO [train.py:927] (5/8) Epoch 18, batch 5450, giga_loss[loss=0.2394, simple_loss=0.3214, pruned_loss=0.07868, over 12393.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3075, pruned_loss=0.07202, over 2473488.64 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07118, over 19616.99 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2829, pruned_loss=0.05048, over 2310483.46 frames. utt_duration=1227 frames, utt_pad_proportion=0.06727, over 7542.52 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3093, pruned_loss=0.07397, over 2474069.70 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07023, over 20748.11 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 02:13:10,108 INFO [train.py:927] (5/8) Epoch 18, batch 5500, giga_loss[loss=0.2383, simple_loss=0.3196, pruned_loss=0.07852, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03442, over 105.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3104, pruned_loss=0.07251, over 2473264.90 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07392, over 20175.77 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2831, pruned_loss=0.05044, over 2313682.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.06703, over 7572.69 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3121, pruned_loss=0.07449, over 2473732.63 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07316, over 21269.60 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 02:14:51,719 INFO [train.py:927] (5/8) Epoch 18, batch 5550, libri_loss[loss=0.1754, simple_loss=0.2597, pruned_loss=0.04556, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007104, over 31.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3117, pruned_loss=0.07396, over 2472712.85 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07255, over 19903.43 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2824, pruned_loss=0.05031, over 2318356.71 frames. utt_duration=1232 frames, utt_pad_proportion=0.06557, over 7535.91 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3144, pruned_loss=0.07628, over 2473121.36 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07252, over 21151.80 utterances.], batch size: 31, lr: 2.24e-04
2022-09-01 02:16:36,408 INFO [train.py:927] (5/8) Epoch 18, batch 5600, giga_loss[loss=0.225, simple_loss=0.3147, pruned_loss=0.06766, over 12401.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3128, pruned_loss=0.07492, over 2473055.33 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0715, over 20198.17 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05044, over 2321605.18 frames. utt_duration=1229 frames, utt_pad_proportion=0.06534, over 7562.96 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3153, pruned_loss=0.07709, over 2473216.60 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07168, over 21385.46 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 02:18:20,540 INFO [train.py:927] (5/8) Epoch 18, batch 5650, giga_loss[loss=0.2175, simple_loss=0.3143, pruned_loss=0.06035, over 12310.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3117, pruned_loss=0.0732, over 2473284.06 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07066, over 20112.48 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05045, over 2326300.74 frames. utt_duration=1236 frames, utt_pad_proportion=0.06371, over 7536.49 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3147, pruned_loss=0.07568, over 2473900.17 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07147, over 21500.18 utterances.], batch size: 74, lr: 2.24e-04
2022-09-01 02:20:04,682 INFO [train.py:927] (5/8) Epoch 18, batch 5700, giga_loss[loss=0.2403, simple_loss=0.3185, pruned_loss=0.08104, over 12459.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03492, over 86.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.312, pruned_loss=0.07252, over 2473808.10 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07522, over 20428.88 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.283, pruned_loss=0.05052, over 2330529.30 frames. utt_duration=1222 frames, utt_pad_proportion=0.06746, over 7640.86 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3148, pruned_loss=0.07502, over 2474399.62 frames. utt_duration=455.8 frames, utt_pad_proportion=0.0745, over 21785.35 utterances.], batch size: 86, lr: 2.24e-04
2022-09-01 02:21:54,101 INFO [train.py:927] (5/8) Epoch 18, batch 5750, giga_loss[loss=0.3141, simple_loss=0.3946, pruned_loss=0.1168, over 12404.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.04069, over 123.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3116, pruned_loss=0.07223, over 2472448.94 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07509, over 20459.30 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2835, pruned_loss=0.05037, over 2333943.79 frames. utt_duration=1228 frames, utt_pad_proportion=0.06619, over 7612.04 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.314, pruned_loss=0.07482, over 2473041.83 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07495, over 21838.55 utterances.], batch size: 123, lr: 2.24e-04
2022-09-01 02:23:39,231 INFO [train.py:927] (5/8) Epoch 18, batch 5800, giga_loss[loss=0.2438, simple_loss=0.3194, pruned_loss=0.08409, over 12335.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02479, over 45.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.309, pruned_loss=0.07144, over 2473244.81 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07133, over 19950.85 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2831, pruned_loss=0.05029, over 2339729.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.06408, over 7584.12 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3124, pruned_loss=0.0745, over 2474024.06 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07226, over 21620.61 utterances.], batch size: 45, lr: 2.24e-04
2022-09-01 02:25:25,922 INFO [train.py:927] (5/8) Epoch 18, batch 5850, giga_loss[loss=0.2176, simple_loss=0.3033, pruned_loss=0.06599, over 12375.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03032, over 58.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07241, over 2472874.10 frames. utt_duration=462.4 frames, utt_pad_proportion=0.08371, over 21461.06 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2833, pruned_loss=0.05025, over 2342793.08 frames. utt_duration=1237 frames, utt_pad_proportion=0.06325, over 7585.32 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3109, pruned_loss=0.07537, over 2473737.79 frames. utt_duration=430.1 frames, utt_pad_proportion=0.08397, over 23087.56 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 02:27:05,757 INFO [train.py:927] (5/8) Epoch 18, batch 5900, libri_loss[loss=0.2013, simple_loss=0.2853, pruned_loss=0.05869, over 12443.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03255, over 46.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3058, pruned_loss=0.07108, over 2473354.66 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07822, over 20737.59 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2831, pruned_loss=0.05008, over 2345766.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06211, over 7578.90 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3091, pruned_loss=0.07408, over 2474274.66 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07927, over 22351.30 utterances.], batch size: 46, lr: 2.24e-04
2022-09-01 02:28:49,311 INFO [train.py:927] (5/8) Epoch 18, batch 5950, giga_loss[loss=0.2025, simple_loss=0.2814, pruned_loss=0.06178, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03093, over 42.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3027, pruned_loss=0.0688, over 2473621.31 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07459, over 20574.06 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2826, pruned_loss=0.04994, over 2349612.50 frames. utt_duration=1246 frames, utt_pad_proportion=0.06086, over 7550.75 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07187, over 2474328.95 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07616, over 22251.18 utterances.], batch size: 42, lr: 2.24e-04
2022-09-01 02:30:41,361 INFO [train.py:927] (5/8) Epoch 18, batch 6000, giga_loss[loss=0.1963, simple_loss=0.2828, pruned_loss=0.05492, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.301, pruned_loss=0.06828, over 2473498.51 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0783, over 20826.10 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04986, over 2351394.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.06018, over 7538.50 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3043, pruned_loss=0.07101, over 2474114.90 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07955, over 22328.84 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 02:30:41,363 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 02:30:54,899 INFO [train.py:967] (5/8) 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 02:32:36,920 INFO [train.py:927] (5/8) Epoch 18, batch 6050, giga_loss[loss=0.1985, simple_loss=0.2817, pruned_loss=0.0576, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04808, over 34.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3002, pruned_loss=0.06833, over 2473515.45 frames. utt_duration=471.7 frames, utt_pad_proportion=0.08025, over 21041.77 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2818, pruned_loss=0.04973, over 2353813.24 frames. utt_duration=1255 frames, utt_pad_proportion=0.05906, over 7512.24 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3036, pruned_loss=0.07103, over 2474524.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08154, over 22556.22 utterances.], batch size: 34, lr: 2.24e-04
2022-09-01 02:34:17,243 INFO [train.py:927] (5/8) Epoch 18, batch 6100, libri_loss[loss=0.2265, simple_loss=0.3123, pruned_loss=0.07035, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009136, over 39.00 utterances.], tot_loss[loss=0.22, simple_loss=0.302, pruned_loss=0.06901, over 2473479.79 frames. utt_duration=478 frames, utt_pad_proportion=0.07626, over 20761.68 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.0502, over 2357887.22 frames. utt_duration=1255 frames, utt_pad_proportion=0.05747, over 7522.24 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3048, pruned_loss=0.07138, over 2474343.36 frames. utt_duration=443 frames, utt_pad_proportion=0.07828, over 22415.28 utterances.], batch size: 39, lr: 2.24e-04
2022-09-01 02:36:00,440 INFO [train.py:927] (5/8) Epoch 18, batch 6150, giga_loss[loss=0.2364, simple_loss=0.3155, pruned_loss=0.07861, over 12416.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03937, over 105.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3009, pruned_loss=0.06818, over 2473577.36 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06916, over 19490.36 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2822, pruned_loss=0.0501, over 2359247.69 frames. utt_duration=1260 frames, utt_pad_proportion=0.05697, over 7499.55 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3037, pruned_loss=0.07037, over 2474576.66 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07157, over 20978.86 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 02:37:39,589 INFO [train.py:927] (5/8) Epoch 18, batch 6200, giga_loss[loss=0.2247, simple_loss=0.3158, pruned_loss=0.06677, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02702, over 45.00 utterances.], tot_loss[loss=0.218, simple_loss=0.301, pruned_loss=0.06753, over 2473152.27 frames. utt_duration=531 frames, utt_pad_proportion=0.06442, over 18683.55 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2815, pruned_loss=0.04968, over 2365735.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05428, over 7474.11 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.305, pruned_loss=0.0708, over 2474658.12 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06797, over 20652.90 utterances.], batch size: 45, lr: 2.24e-04
2022-09-01 02:39:26,854 INFO [train.py:927] (5/8) Epoch 18, batch 6250, giga_loss[loss=0.2881, simple_loss=0.3456, pruned_loss=0.1153, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3033, pruned_loss=0.06933, over 2473405.66 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06526, over 19296.70 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.281, pruned_loss=0.04949, over 2367357.66 frames. utt_duration=1273 frames, utt_pad_proportion=0.05382, over 7449.12 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3072, pruned_loss=0.07236, over 2474586.25 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06815, over 21045.34 utterances.], batch size: 258, lr: 2.24e-04
2022-09-01 02:41:12,562 INFO [train.py:927] (5/8) Epoch 18, batch 6300, giga_loss[loss=0.2282, simple_loss=0.3171, pruned_loss=0.06971, over 12377.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07075, over 211.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3052, pruned_loss=0.07018, over 2474123.50 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06414, over 19484.61 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2809, pruned_loss=0.04958, over 2370220.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.05258, over 7426.84 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.309, pruned_loss=0.07304, over 2475302.11 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06696, over 21200.90 utterances.], batch size: 211, lr: 2.24e-04
2022-09-01 02:42:52,755 INFO [train.py:927] (5/8) Epoch 18, batch 6350, giga_loss[loss=0.2749, simple_loss=0.349, pruned_loss=0.1004, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.305, pruned_loss=0.06978, over 2474072.26 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06558, over 20055.59 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2804, pruned_loss=0.0494, over 2372291.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.05181, over 7390.52 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3091, pruned_loss=0.07269, over 2475488.14 frames. utt_duration=456.9 frames, utt_pad_proportion=0.06797, over 21741.22 utterances.], batch size: 183, lr: 2.24e-04
2022-09-01 02:44:34,113 INFO [train.py:927] (5/8) Epoch 18, batch 6400, giga_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.07003, over 12438.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03619, over 123.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3065, pruned_loss=0.07116, over 2474724.13 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06721, over 21165.79 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2807, pruned_loss=0.04948, over 2374702.61 frames. utt_duration=1287 frames, utt_pad_proportion=0.05085, over 7389.71 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3101, pruned_loss=0.0739, over 2475961.55 frames. utt_duration=435.4 frames, utt_pad_proportion=0.06933, over 22820.15 utterances.], batch size: 123, lr: 2.24e-04
2022-09-01 02:46:15,165 INFO [train.py:927] (5/8) Epoch 18, batch 6450, giga_loss[loss=0.196, simple_loss=0.2844, pruned_loss=0.05377, over 12436.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03656, over 86.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3049, pruned_loss=0.07066, over 2474658.52 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06487, over 20809.44 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2803, pruned_loss=0.04931, over 2376297.81 frames. utt_duration=1290 frames, utt_pad_proportion=0.05005, over 7375.03 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3085, pruned_loss=0.07336, over 2475995.02 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06705, over 22382.35 utterances.], batch size: 86, lr: 2.24e-04
2022-09-01 02:47:57,392 INFO [train.py:927] (5/8) Epoch 18, batch 6500, libri_loss[loss=0.263, simple_loss=0.3614, pruned_loss=0.08228, over 12406.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.024, over 43.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.07151, over 2474496.54 frames. utt_duration=469.8 frames, utt_pad_proportion=0.06932, over 21132.20 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2804, pruned_loss=0.0493, over 2378329.32 frames. utt_duration=1293 frames, utt_pad_proportion=0.04934, over 7366.67 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3083, pruned_loss=0.07406, over 2475489.61 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07108, over 22639.13 utterances.], batch size: 43, lr: 2.24e-04
2022-09-01 02:49:40,528 INFO [train.py:927] (5/8) Epoch 18, batch 6550, giga_loss[loss=0.2231, simple_loss=0.3077, pruned_loss=0.06923, over 12395.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04008, over 133.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.307, pruned_loss=0.07326, over 2474556.54 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07034, over 21148.39 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2806, pruned_loss=0.04924, over 2379608.55 frames. utt_duration=1294 frames, utt_pad_proportion=0.04873, over 7362.18 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3097, pruned_loss=0.0756, over 2475469.74 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07194, over 22522.32 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 02:51:21,233 INFO [train.py:927] (5/8) Epoch 18, batch 6600, giga_loss[loss=0.2498, simple_loss=0.3238, pruned_loss=0.08793, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03456, over 86.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07419, over 2474942.29 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07268, over 21499.15 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2815, pruned_loss=0.04966, over 2382628.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.05073, over 7466.12 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3103, pruned_loss=0.07649, over 2475913.19 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07354, over 22961.62 utterances.], batch size: 86, lr: 2.24e-04
2022-09-01 02:53:06,328 INFO [train.py:927] (5/8) Epoch 18, batch 6650, giga_loss[loss=0.2731, simple_loss=0.3357, pruned_loss=0.1052, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07534, over 212.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3078, pruned_loss=0.07419, over 2474233.65 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07197, over 21278.53 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2816, pruned_loss=0.04952, over 2384846.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.04975, over 7464.49 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07671, over 2475078.31 frames. utt_duration=436.4 frames, utt_pad_proportion=0.0732, over 22765.20 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 02:54:52,165 INFO [train.py:927] (5/8) Epoch 18, batch 6700, giga_loss[loss=0.2581, simple_loss=0.3323, pruned_loss=0.09195, over 12401.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02939, over 62.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3081, pruned_loss=0.07439, over 2474803.76 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07288, over 21458.56 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2811, pruned_loss=0.04944, over 2386862.30 frames. utt_duration=1284 frames, utt_pad_proportion=0.04907, over 7442.06 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07701, over 2475643.13 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07417, over 22972.47 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 02:56:35,556 INFO [train.py:927] (5/8) Epoch 18, batch 6750, libri_loss[loss=0.2, simple_loss=0.3086, pruned_loss=0.04574, over 12300.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.06456, over 51.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3092, pruned_loss=0.07535, over 2474073.96 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06945, over 21290.38 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2812, pruned_loss=0.04943, over 2389034.28 frames. utt_duration=1287 frames, utt_pad_proportion=0.04831, over 7436.08 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3122, pruned_loss=0.07816, over 2475128.93 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07109, over 22885.46 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 02:58:19,510 INFO [train.py:927] (5/8) Epoch 18, batch 6800, giga_loss[loss=0.225, simple_loss=0.3166, pruned_loss=0.06667, over 12263.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02817, over 54.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07636, over 2473814.32 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07523, over 22040.16 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2814, pruned_loss=0.04952, over 2390628.11 frames. utt_duration=1289 frames, utt_pad_proportion=0.04759, over 7426.48 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07896, over 2474741.77 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07645, over 23551.79 utterances.], batch size: 54, lr: 2.24e-04
2022-09-01 02:59:59,517 INFO [train.py:927] (5/8) Epoch 18, batch 6850, giga_loss[loss=0.2278, simple_loss=0.3068, pruned_loss=0.07445, over 12404.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05343, over 162.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3113, pruned_loss=0.07611, over 2473750.04 frames. utt_duration=444.2 frames, utt_pad_proportion=0.0784, over 22348.92 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2818, pruned_loss=0.04966, over 2392488.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.05223, over 7533.83 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3136, pruned_loss=0.07853, over 2474282.56 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07802, over 23717.12 utterances.], batch size: 162, lr: 2.24e-04
2022-09-01 03:01:39,875 INFO [train.py:927] (5/8) Epoch 18, batch 6900, giga_loss[loss=0.2189, simple_loss=0.3009, pruned_loss=0.06845, over 12394.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07588, over 2474267.75 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07443, over 21836.76 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2819, pruned_loss=0.04949, over 2394446.26 frames. utt_duration=1269 frames, utt_pad_proportion=0.05218, over 7558.29 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3131, pruned_loss=0.07853, over 2474739.87 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07454, over 23229.47 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 03:03:24,730 INFO [train.py:927] (5/8) Epoch 18, batch 6950, giga_loss[loss=0.1986, simple_loss=0.283, pruned_loss=0.05716, over 12441.00 frames. utt_duration=755.4 frames, utt_pad_proportion=0.02147, over 66.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3108, pruned_loss=0.07569, over 2474293.01 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06871, over 21098.07 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2818, pruned_loss=0.04957, over 2396351.64 frames. utt_duration=1271 frames, utt_pad_proportion=0.05134, over 7551.31 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.07834, over 2474731.73 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06952, over 22532.16 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 03:05:09,691 INFO [train.py:927] (5/8) Epoch 18, batch 7000, giga_loss[loss=0.2907, simple_loss=0.3387, pruned_loss=0.1213, over 12363.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2098, over 372.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.07767, over 2473973.70 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07413, over 22275.51 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2815, pruned_loss=0.04948, over 2397470.34 frames. utt_duration=1275 frames, utt_pad_proportion=0.05079, over 7532.12 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3144, pruned_loss=0.08018, over 2474352.40 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07464, over 23603.11 utterances.], batch size: 372, lr: 2.24e-04
2022-09-01 03:06:52,664 INFO [train.py:927] (5/8) Epoch 18, batch 7050, giga_loss[loss=0.2206, simple_loss=0.3118, pruned_loss=0.06471, over 12394.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.314, pruned_loss=0.07949, over 2474125.80 frames. utt_duration=440 frames, utt_pad_proportion=0.07943, over 22568.46 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.282, pruned_loss=0.04972, over 2399884.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05857, over 7673.75 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3168, pruned_loss=0.08224, over 2474646.79 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07772, over 23980.32 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 03:08:36,440 INFO [train.py:927] (5/8) Epoch 18, batch 7100, giga_loss[loss=0.2251, simple_loss=0.3105, pruned_loss=0.0699, over 12470.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02986, over 55.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3124, pruned_loss=0.07748, over 2474873.75 frames. utt_duration=451 frames, utt_pad_proportion=0.07731, over 22024.11 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.282, pruned_loss=0.04965, over 2401960.59 frames. utt_duration=1255 frames, utt_pad_proportion=0.05745, over 7662.10 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3152, pruned_loss=0.08039, over 2475076.91 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07651, over 23494.54 utterances.], batch size: 55, lr: 2.24e-04
2022-09-01 03:10:18,189 INFO [train.py:927] (5/8) Epoch 18, batch 7150, giga_loss[loss=0.2784, simple_loss=0.3435, pruned_loss=0.1067, over 12365.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0608, over 182.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3106, pruned_loss=0.07599, over 2474919.18 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07342, over 21744.75 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.281, pruned_loss=0.04926, over 2403668.63 frames. utt_duration=1266 frames, utt_pad_proportion=0.05636, over 7604.95 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07953, over 2475826.49 frames. utt_duration=424 frames, utt_pad_proportion=0.07348, over 23440.59 utterances.], batch size: 182, lr: 2.24e-04
2022-09-01 03:12:03,381 INFO [train.py:927] (5/8) Epoch 18, batch 7200, giga_loss[loss=0.2238, simple_loss=0.2923, pruned_loss=0.07762, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03385, over 39.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3099, pruned_loss=0.0757, over 2474251.08 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07668, over 21865.58 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2813, pruned_loss=0.04948, over 2405129.03 frames. utt_duration=1255 frames, utt_pad_proportion=0.0604, over 7672.47 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3136, pruned_loss=0.07893, over 2475253.44 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07556, over 23476.18 utterances.], batch size: 39, lr: 2.24e-04
2022-09-01 03:13:49,300 INFO [train.py:927] (5/8) Epoch 18, batch 7250, giga_loss[loss=0.1851, simple_loss=0.269, pruned_loss=0.05063, over 12432.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04216, over 26.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.306, pruned_loss=0.0738, over 2474362.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07447, over 20968.81 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2813, pruned_loss=0.04948, over 2406616.50 frames. utt_duration=1258 frames, utt_pad_proportion=0.05933, over 7658.81 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3096, pruned_loss=0.07693, over 2475348.22 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0741, over 22571.97 utterances.], batch size: 26, lr: 2.24e-04
2022-09-01 03:15:33,449 INFO [train.py:927] (5/8) Epoch 18, batch 7300, giga_loss[loss=0.2286, simple_loss=0.3008, pruned_loss=0.07818, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03908, over 113.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3042, pruned_loss=0.0729, over 2474063.10 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07233, over 20400.12 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2817, pruned_loss=0.04957, over 2407885.23 frames. utt_duration=1256 frames, utt_pad_proportion=0.05876, over 7675.40 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3071, pruned_loss=0.07573, over 2474909.82 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07249, over 21895.67 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 03:17:20,070 INFO [train.py:927] (5/8) Epoch 18, batch 7350, giga_loss[loss=0.203, simple_loss=0.2995, pruned_loss=0.05323, over 12305.00 frames. utt_duration=850 frames, utt_pad_proportion=0.03632, over 58.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.304, pruned_loss=0.07135, over 2474097.71 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07789, over 21690.02 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2819, pruned_loss=0.04957, over 2408859.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.05804, over 7663.33 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3065, pruned_loss=0.0739, over 2474780.66 frames. utt_duration=430.6 frames, utt_pad_proportion=0.078, over 23068.13 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 03:19:05,624 INFO [train.py:927] (5/8) Epoch 18, batch 7400, giga_loss[loss=0.2125, simple_loss=0.3053, pruned_loss=0.05984, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03597, over 105.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.303, pruned_loss=0.06832, over 2474448.15 frames. utt_duration=441 frames, utt_pad_proportion=0.07617, over 22518.44 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2823, pruned_loss=0.04963, over 2409953.96 frames. utt_duration=1255 frames, utt_pad_proportion=0.05827, over 7693.23 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3048, pruned_loss=0.07055, over 2474874.86 frames. utt_duration=417.6 frames, utt_pad_proportion=0.0764, over 23790.07 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:20:51,827 INFO [train.py:927] (5/8) Epoch 18, batch 7450, giga_loss[loss=0.2027, simple_loss=0.2864, pruned_loss=0.05951, over 12371.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06704, over 211.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2991, pruned_loss=0.06524, over 2474046.31 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08308, over 24027.61 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2821, pruned_loss=0.04961, over 2411200.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05712, over 7658.06 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3012, pruned_loss=0.06748, over 2474967.14 frames. utt_duration=389.7 frames, utt_pad_proportion=0.08338, over 25501.68 utterances.], batch size: 211, lr: 2.24e-04
2022-09-01 03:22:35,481 INFO [train.py:927] (5/8) Epoch 18, batch 7500, giga_loss[loss=0.184, simple_loss=0.277, pruned_loss=0.04548, over 12361.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03202, over 51.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2979, pruned_loss=0.06259, over 2474005.66 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08347, over 24054.24 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2816, pruned_loss=0.04925, over 2413724.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05725, over 7691.54 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3006, pruned_loss=0.06523, over 2474701.52 frames. utt_duration=385 frames, utt_pad_proportion=0.08401, over 25806.13 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 03:24:19,313 INFO [train.py:927] (5/8) Epoch 18, batch 7550, giga_loss[loss=0.1858, simple_loss=0.268, pruned_loss=0.05181, over 12376.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1809, over 359.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2979, pruned_loss=0.06203, over 2474254.12 frames. utt_duration=398.8 frames, utt_pad_proportion=0.08109, over 24907.52 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2816, pruned_loss=0.04922, over 2414048.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.0568, over 7685.62 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3002, pruned_loss=0.06426, over 2475054.81 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0818, over 26443.28 utterances.], batch size: 359, lr: 2.24e-04
2022-09-01 03:26:02,264 INFO [train.py:927] (5/8) Epoch 18, batch 7600, giga_loss[loss=0.2173, simple_loss=0.292, pruned_loss=0.07128, over 12402.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06048, over 2474991.71 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07747, over 24497.12 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2819, pruned_loss=0.04937, over 2415129.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.05601, over 7665.08 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06234, over 2475740.63 frames. utt_duration=381.7 frames, utt_pad_proportion=0.07855, over 26046.31 utterances.], batch size: 258, lr: 2.24e-04
2022-09-01 03:27:48,464 INFO [train.py:927] (5/8) Epoch 18, batch 7650, giga_loss[loss=0.1674, simple_loss=0.2617, pruned_loss=0.0366, over 12460.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2953, pruned_loss=0.05917, over 2475752.33 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07134, over 23588.76 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2818, pruned_loss=0.04924, over 2415862.77 frames. utt_duration=1265 frames, utt_pad_proportion=0.05564, over 7647.47 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06086, over 2476215.73 frames. utt_duration=398 frames, utt_pad_proportion=0.07268, over 24977.36 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 03:29:32,586 INFO [train.py:927] (5/8) Epoch 18, batch 7700, giga_loss[loss=0.1874, simple_loss=0.2759, pruned_loss=0.04952, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03709, over 105.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05677, over 2475844.90 frames. utt_duration=410 frames, utt_pad_proportion=0.07263, over 24239.78 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2815, pruned_loss=0.0491, over 2416436.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.05518, over 7622.86 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2931, pruned_loss=0.05834, over 2476524.92 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07377, over 25580.70 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:31:20,459 INFO [train.py:927] (5/8) Epoch 18, batch 7750, giga_loss[loss=0.1651, simple_loss=0.254, pruned_loss=0.03811, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03175, over 58.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2883, pruned_loss=0.05557, over 2475416.52 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07712, over 24973.09 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2813, pruned_loss=0.04905, over 2418109.14 frames. utt_duration=1275 frames, utt_pad_proportion=0.05402, over 7597.59 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2901, pruned_loss=0.05706, over 2476026.26 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07817, over 26530.10 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 03:33:10,146 INFO [train.py:927] (5/8) Epoch 18, batch 7800, giga_loss[loss=0.1769, simple_loss=0.2641, pruned_loss=0.04486, over 12344.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1806, over 358.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05636, over 2475711.92 frames. utt_duration=387 frames, utt_pad_proportion=0.07535, over 25686.26 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2813, pruned_loss=0.04909, over 2418884.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.05325, over 7584.75 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.05764, over 2476552.79 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07655, over 27274.05 utterances.], batch size: 358, lr: 2.24e-04
2022-09-01 03:35:11,983 INFO [train.py:927] (5/8) Epoch 18, batch 7850, giga_loss[loss=0.1886, simple_loss=0.2773, pruned_loss=0.04994, over 12416.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07339, over 213.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2918, pruned_loss=0.05669, over 2475548.18 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07401, over 25895.44 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.281, pruned_loss=0.04894, over 2419637.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.05249, over 7560.21 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05798, over 2476557.51 frames. utt_duration=361.7 frames, utt_pad_proportion=0.07528, over 27493.87 utterances.], batch size: 213, lr: 2.24e-04
2022-09-01 03:37:12,691 INFO [train.py:927] (5/8) Epoch 18, batch 7900, giga_loss[loss=0.1875, simple_loss=0.2856, pruned_loss=0.04463, over 12362.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2895, pruned_loss=0.05437, over 2475810.80 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06997, over 25194.09 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.281, pruned_loss=0.04894, over 2420016.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.05207, over 7552.62 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2909, pruned_loss=0.05544, over 2476757.48 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07134, over 26611.76 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 03:39:23,015 INFO [train.py:927] (5/8) Epoch 18, batch 7950, giga_loss[loss=0.1783, simple_loss=0.2646, pruned_loss=0.04595, over 12389.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02322, over 66.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2878, pruned_loss=0.0532, over 2475837.78 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06655, over 24830.87 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2809, pruned_loss=0.0489, over 2421163.37 frames. utt_duration=1290 frames, utt_pad_proportion=0.05107, over 7518.55 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2892, pruned_loss=0.05421, over 2477077.44 frames. utt_duration=375.3 frames, utt_pad_proportion=0.0682, over 26497.06 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 03:41:17,751 INFO [train.py:927] (5/8) Epoch 18, batch 8000, giga_loss[loss=0.2023, simple_loss=0.295, pruned_loss=0.0548, over 12410.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04035, over 105.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2855, pruned_loss=0.05216, over 2476297.47 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06571, over 24363.68 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2813, pruned_loss=0.04909, over 2422489.15 frames. utt_duration=1287 frames, utt_pad_proportion=0.05095, over 7536.57 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05289, over 2477303.32 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06721, over 26046.85 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:43:24,347 INFO [train.py:927] (5/8) Epoch 18, batch 8050, giga_loss[loss=0.203, simple_loss=0.3007, pruned_loss=0.05264, over 12416.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2865, pruned_loss=0.05193, over 2476672.08 frames. utt_duration=398 frames, utt_pad_proportion=0.06626, over 24973.23 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2812, pruned_loss=0.04903, over 2422790.30 frames. utt_duration=1289 frames, utt_pad_proportion=0.05058, over 7525.22 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2874, pruned_loss=0.0526, over 2477680.80 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06752, over 26457.78 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 03:45:33,503 INFO [train.py:927] (5/8) Epoch 18, batch 8100, giga_loss[loss=0.2058, simple_loss=0.3056, pruned_loss=0.05301, over 12428.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.0252, over 75.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2848, pruned_loss=0.05107, over 2476802.36 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06922, over 25441.84 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2811, pruned_loss=0.04901, over 2423504.37 frames. utt_duration=1291 frames, utt_pad_proportion=0.04998, over 7519.38 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2856, pruned_loss=0.05164, over 2477694.02 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07026, over 26852.70 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 03:47:33,528 INFO [train.py:927] (5/8) Epoch 18, batch 8150, giga_loss[loss=0.22, simple_loss=0.3223, pruned_loss=0.05889, over 12460.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0505, over 162.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2872, pruned_loss=0.05136, over 2477310.28 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06881, over 24748.99 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2821, pruned_loss=0.0494, over 2425250.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05323, over 7587.56 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2872, pruned_loss=0.05158, over 2478621.22 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06911, over 26556.19 utterances.], batch size: 162, lr: 2.24e-04
2022-09-01 03:49:34,491 INFO [train.py:927] (5/8) Epoch 18, batch 8200, libri_loss[loss=0.213, simple_loss=0.2959, pruned_loss=0.06503, over 12459.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005204, over 35.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2884, pruned_loss=0.05053, over 2477695.08 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07149, over 25592.62 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2824, pruned_loss=0.04945, over 2426896.08 frames. utt_duration=1283 frames, utt_pad_proportion=0.05201, over 7577.03 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2883, pruned_loss=0.0507, over 2478650.79 frames. utt_duration=361.3 frames, utt_pad_proportion=0.072, over 27535.76 utterances.], batch size: 35, lr: 2.24e-04
2022-09-01 03:51:39,959 INFO [train.py:927] (5/8) Epoch 18, batch 8250, libri_loss[loss=0.2052, simple_loss=0.2938, pruned_loss=0.05828, over 12462.00 frames. utt_duration=960.2 frames, utt_pad_proportion=0.07138, over 52.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.288, pruned_loss=0.05026, over 2476906.83 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06997, over 24831.83 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2817, pruned_loss=0.04932, over 2428298.43 frames. utt_duration=1288 frames, utt_pad_proportion=0.05087, over 7549.88 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2887, pruned_loss=0.05053, over 2478203.10 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07095, over 27091.61 utterances.], batch size: 52, lr: 2.24e-04
2022-09-01 03:53:59,504 INFO [train.py:927] (5/8) Epoch 18, batch 8300, giga_loss[loss=0.1955, simple_loss=0.2916, pruned_loss=0.04966, over 12381.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02909, over 85.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2887, pruned_loss=0.05144, over 2477415.10 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07086, over 25232.94 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2814, pruned_loss=0.04924, over 2429037.25 frames. utt_duration=1291 frames, utt_pad_proportion=0.0503, over 7536.67 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2896, pruned_loss=0.05176, over 2478431.80 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07179, over 27275.12 utterances.], batch size: 85, lr: 2.24e-04
2022-09-01 03:56:08,815 INFO [train.py:927] (5/8) Epoch 18, batch 8350, giga_loss[loss=0.1883, simple_loss=0.2782, pruned_loss=0.04927, over 12406.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.06675, over 212.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2875, pruned_loss=0.05145, over 2478179.81 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06581, over 24411.91 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2817, pruned_loss=0.0494, over 2430735.81 frames. utt_duration=1288 frames, utt_pad_proportion=0.04992, over 7558.48 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2883, pruned_loss=0.05164, over 2478989.34 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06723, over 26570.55 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 03:58:17,252 INFO [train.py:927] (5/8) Epoch 18, batch 8400, giga_loss[loss=0.1998, simple_loss=0.2891, pruned_loss=0.05521, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04651, over 146.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2856, pruned_loss=0.05098, over 2478361.05 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06378, over 23875.66 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2818, pruned_loss=0.04944, over 2431503.51 frames. utt_duration=1284 frames, utt_pad_proportion=0.05008, over 7584.29 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2862, pruned_loss=0.05112, over 2479170.03 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06512, over 25862.92 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 04:00:21,028 INFO [train.py:927] (5/8) Epoch 18, batch 8450, giga_loss[loss=0.1962, simple_loss=0.2797, pruned_loss=0.05638, over 12388.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06802, over 212.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2875, pruned_loss=0.05188, over 2478773.07 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06424, over 24209.21 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2818, pruned_loss=0.04946, over 2432159.06 frames. utt_duration=1273 frames, utt_pad_proportion=0.05333, over 7648.59 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2881, pruned_loss=0.05202, over 2479679.43 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06456, over 26031.15 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 04:02:16,142 INFO [train.py:927] (5/8) Epoch 18, batch 8500, giga_loss[loss=0.2061, simple_loss=0.2932, pruned_loss=0.05955, over 12377.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07118, over 211.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2871, pruned_loss=0.05263, over 2478820.14 frames. utt_duration=413 frames, utt_pad_proportion=0.06173, over 24075.34 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2819, pruned_loss=0.04944, over 2432522.15 frames. utt_duration=1275 frames, utt_pad_proportion=0.05293, over 7643.14 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2875, pruned_loss=0.05277, over 2479614.02 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06227, over 25653.56 utterances.], batch size: 211, lr: 2.23e-04
2022-09-01 04:04:23,211 INFO [train.py:927] (5/8) Epoch 18, batch 8550, giga_loss[loss=0.2141, simple_loss=0.3216, pruned_loss=0.05327, over 12335.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03427, over 58.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2874, pruned_loss=0.05207, over 2478509.61 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06504, over 24267.89 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2821, pruned_loss=0.04947, over 2433302.48 frames. utt_duration=1279 frames, utt_pad_proportion=0.05178, over 7619.11 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2877, pruned_loss=0.05223, over 2479696.56 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06566, over 26022.76 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 04:06:46,993 INFO [train.py:927] (5/8) Epoch 18, batch 8600, giga_loss[loss=0.2286, simple_loss=0.3002, pruned_loss=0.07851, over 12397.00 frames. utt_duration=196.3 frames, utt_pad_proportion=0.09103, over 254.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.287, pruned_loss=0.05164, over 2478210.12 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0666, over 24279.54 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2822, pruned_loss=0.04966, over 2434082.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.05621, over 7697.19 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2872, pruned_loss=0.05167, over 2479451.92 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06601, over 25984.22 utterances.], batch size: 254, lr: 2.23e-04
2022-09-01 04:08:52,860 INFO [train.py:927] (5/8) Epoch 18, batch 8650, giga_loss[loss=0.1882, simple_loss=0.2791, pruned_loss=0.04864, over 12420.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03385, over 80.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2822, pruned_loss=0.05007, over 2477597.30 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06772, over 24161.40 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.282, pruned_loss=0.04962, over 2434642.13 frames. utt_duration=1270 frames, utt_pad_proportion=0.05537, over 7677.35 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.05015, over 2478882.16 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06745, over 25827.49 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 04:10:42,988 INFO [train.py:927] (5/8) Epoch 18, batch 8700, giga_loss[loss=0.1847, simple_loss=0.2855, pruned_loss=0.04198, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04522, over 146.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2819, pruned_loss=0.05073, over 2477595.00 frames. utt_duration=386.2 frames, utt_pad_proportion=0.0753, over 25743.76 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2819, pruned_loss=0.04958, over 2434688.92 frames. utt_duration=1271 frames, utt_pad_proportion=0.05517, over 7669.96 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.05082, over 2478749.38 frames. utt_duration=366.6 frames, utt_pad_proportion=0.0748, over 27131.09 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 04:12:46,668 INFO [train.py:927] (5/8) Epoch 18, batch 8750, giga_loss[loss=0.1858, simple_loss=0.2818, pruned_loss=0.0449, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2809, pruned_loss=0.0499, over 2476813.54 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07454, over 25966.21 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2817, pruned_loss=0.04952, over 2434735.47 frames. utt_duration=1272 frames, utt_pad_proportion=0.05497, over 7662.61 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.05004, over 2477864.74 frames. utt_duration=366.4 frames, utt_pad_proportion=0.07426, over 27138.20 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 04:14:57,961 INFO [train.py:927] (5/8) Epoch 18, batch 8800, giga_loss[loss=0.1957, simple_loss=0.293, pruned_loss=0.04917, over 12302.00 frames. utt_duration=704.2 frames, utt_pad_proportion=0.03404, over 70.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2793, pruned_loss=0.04922, over 2476749.69 frames. utt_duration=395.6 frames, utt_pad_proportion=0.0719, over 25121.05 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2817, pruned_loss=0.04952, over 2435302.78 frames. utt_duration=1276 frames, utt_pad_proportion=0.05394, over 7643.26 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2797, pruned_loss=0.04932, over 2478040.09 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07216, over 26496.30 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 04:17:08,935 INFO [train.py:927] (5/8) Epoch 18, batch 8850, giga_loss[loss=0.2149, simple_loss=0.3008, pruned_loss=0.06451, over 12427.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05018, over 161.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2792, pruned_loss=0.0489, over 2477009.72 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06774, over 24569.73 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2818, pruned_loss=0.04952, over 2435695.67 frames. utt_duration=1277 frames, utt_pad_proportion=0.05336, over 7637.65 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2793, pruned_loss=0.04897, over 2478223.20 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06836, over 25884.72 utterances.], batch size: 161, lr: 2.23e-04
2022-09-01 04:19:06,355 INFO [train.py:927] (5/8) Epoch 18, batch 8900, giga_loss[loss=0.1999, simple_loss=0.3071, pruned_loss=0.04634, over 12411.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03875, over 105.00 utterances.], tot_loss[loss=0.1878, simple_loss=0.2782, pruned_loss=0.04872, over 2477268.01 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06999, over 25154.61 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2817, pruned_loss=0.04949, over 2435922.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.05317, over 7630.47 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2785, pruned_loss=0.0488, over 2478198.60 frames. utt_duration=378.5 frames, utt_pad_proportion=0.07046, over 26273.54 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 04:21:08,564 INFO [train.py:927] (5/8) Epoch 18, batch 8950, giga_loss[loss=0.2032, simple_loss=0.296, pruned_loss=0.0552, over 12430.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07248, over 213.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2813, pruned_loss=0.04896, over 2477803.44 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06754, over 24739.81 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2824, pruned_loss=0.04968, over 2437036.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.0521, over 7617.81 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2809, pruned_loss=0.04883, over 2478463.33 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06841, over 26042.76 utterances.], batch size: 213, lr: 2.23e-04
2022-09-01 04:23:08,723 INFO [train.py:927] (5/8) Epoch 18, batch 9000, libri_loss[loss=0.2148, simple_loss=0.3068, pruned_loss=0.06137, over 12283.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007206, over 37.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2831, pruned_loss=0.04949, over 2477309.16 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06445, over 24212.96 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2829, pruned_loss=0.04993, over 2437860.27 frames. utt_duration=1282 frames, utt_pad_proportion=0.05141, over 7618.21 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2823, pruned_loss=0.04914, over 2478024.72 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06561, over 25645.54 utterances.], batch size: 37, lr: 2.23e-04
2022-09-01 04:23:08,724 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 04:23:22,554 INFO [train.py:967] (5/8) 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 04:25:27,498 INFO [train.py:927] (5/8) Epoch 18, batch 9050, giga_loss[loss=0.1964, simple_loss=0.2829, pruned_loss=0.05493, over 12464.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.0273, over 80.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2813, pruned_loss=0.04876, over 2477315.28 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06329, over 24176.80 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2825, pruned_loss=0.04987, over 2438070.54 frames. utt_duration=1286 frames, utt_pad_proportion=0.0507, over 7591.99 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.281, pruned_loss=0.04853, over 2478412.22 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06453, over 25647.23 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 04:27:29,207 INFO [train.py:927] (5/8) Epoch 18, batch 9100, giga_loss[loss=0.1885, simple_loss=0.2794, pruned_loss=0.04883, over 12426.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03228, over 122.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2796, pruned_loss=0.04836, over 2477310.28 frames. utt_duration=418.3 frames, utt_pad_proportion=0.065, over 23760.82 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2822, pruned_loss=0.04965, over 2438653.87 frames. utt_duration=1286 frames, utt_pad_proportion=0.05102, over 7592.88 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2796, pruned_loss=0.04835, over 2478352.41 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06591, over 25214.14 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:29:33,064 INFO [train.py:927] (5/8) Epoch 18, batch 9150, giga_loss[loss=0.1625, simple_loss=0.2497, pruned_loss=0.03762, over 12470.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04172, over 31.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.281, pruned_loss=0.04944, over 2476772.65 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06844, over 24666.75 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2817, pruned_loss=0.04953, over 2439395.63 frames. utt_duration=1295 frames, utt_pad_proportion=0.04975, over 7544.06 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2813, pruned_loss=0.04951, over 2478333.39 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06941, over 26491.40 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 04:31:32,975 INFO [train.py:927] (5/8) Epoch 18, batch 9200, giga_loss[loss=0.2428, simple_loss=0.3256, pruned_loss=0.08, over 12387.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.0547, over 181.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2824, pruned_loss=0.05015, over 2477314.81 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06585, over 24272.54 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2814, pruned_loss=0.04935, over 2439910.38 frames. utt_duration=1295 frames, utt_pad_proportion=0.05004, over 7547.89 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.283, pruned_loss=0.05037, over 2478743.43 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06684, over 26009.64 utterances.], batch size: 181, lr: 2.23e-04
2022-09-01 04:33:37,361 INFO [train.py:927] (5/8) Epoch 18, batch 9250, giga_loss[loss=0.176, simple_loss=0.2701, pruned_loss=0.04092, over 12383.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03022, over 58.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2849, pruned_loss=0.0506, over 2477697.72 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06383, over 23489.04 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2813, pruned_loss=0.04931, over 2440788.82 frames. utt_duration=1297 frames, utt_pad_proportion=0.04946, over 7538.07 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2855, pruned_loss=0.05083, over 2478713.81 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06498, over 25154.40 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 04:35:49,315 INFO [train.py:927] (5/8) Epoch 18, batch 9300, giga_loss[loss=0.1765, simple_loss=0.2672, pruned_loss=0.04292, over 12405.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05923, over 182.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2846, pruned_loss=0.05084, over 2477830.55 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06333, over 23015.04 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2817, pruned_loss=0.04965, over 2441603.69 frames. utt_duration=1286 frames, utt_pad_proportion=0.0533, over 7604.35 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2848, pruned_loss=0.05075, over 2478731.70 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06327, over 24641.68 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 04:37:46,924 INFO [train.py:927] (5/8) Epoch 18, batch 9350, giga_loss[loss=0.1767, simple_loss=0.2686, pruned_loss=0.04239, over 12324.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03626, over 62.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2837, pruned_loss=0.05053, over 2478064.37 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06456, over 23645.63 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2816, pruned_loss=0.04962, over 2441641.96 frames. utt_duration=1291 frames, utt_pad_proportion=0.05275, over 7576.54 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.284, pruned_loss=0.05048, over 2479346.46 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06463, over 25225.82 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 04:39:50,987 INFO [train.py:927] (5/8) Epoch 18, batch 9400, giga_loss[loss=0.1835, simple_loss=0.2775, pruned_loss=0.04477, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02646, over 48.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.282, pruned_loss=0.04991, over 2478594.08 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0604, over 22767.17 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2815, pruned_loss=0.04962, over 2442836.14 frames. utt_duration=1294 frames, utt_pad_proportion=0.05174, over 7557.42 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04989, over 2479358.65 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06105, over 24386.57 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 04:41:53,109 INFO [train.py:927] (5/8) Epoch 18, batch 9450, giga_loss[loss=0.2108, simple_loss=0.297, pruned_loss=0.06233, over 12386.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07057, over 211.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2815, pruned_loss=0.04873, over 2478177.56 frames. utt_duration=428 frames, utt_pad_proportion=0.06057, over 23224.30 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2814, pruned_loss=0.04949, over 2442890.93 frames. utt_duration=1296 frames, utt_pad_proportion=0.05133, over 7549.87 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2818, pruned_loss=0.04883, over 2479057.96 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06122, over 24652.25 utterances.], batch size: 211, lr: 2.23e-04
2022-09-01 04:43:43,068 INFO [train.py:927] (5/8) Epoch 18, batch 9500, giga_loss[loss=0.188, simple_loss=0.2874, pruned_loss=0.04428, over 12434.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2833, pruned_loss=0.04835, over 2478419.98 frames. utt_duration=420 frames, utt_pad_proportion=0.06159, over 23672.31 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2815, pruned_loss=0.04962, over 2443605.24 frames. utt_duration=1286 frames, utt_pad_proportion=0.05225, over 7608.65 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2835, pruned_loss=0.0483, over 2479253.92 frames. utt_duration=396.5 frames, utt_pad_proportion=0.0619, over 25087.90 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 04:45:54,322 INFO [train.py:927] (5/8) Epoch 18, batch 9550, giga_loss[loss=0.1993, simple_loss=0.2972, pruned_loss=0.05071, over 12420.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03022, over 122.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2836, pruned_loss=0.04843, over 2478447.86 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06114, over 23669.42 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2814, pruned_loss=0.04956, over 2444215.78 frames. utt_duration=1288 frames, utt_pad_proportion=0.0516, over 7596.67 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2839, pruned_loss=0.04842, over 2479173.61 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06166, over 25076.87 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:48:05,089 INFO [train.py:927] (5/8) Epoch 18, batch 9600, giga_loss[loss=0.2056, simple_loss=0.2979, pruned_loss=0.05667, over 12394.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02625, over 85.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2832, pruned_loss=0.04791, over 2477763.83 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06093, over 23365.97 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.281, pruned_loss=0.04947, over 2444579.92 frames. utt_duration=1294 frames, utt_pad_proportion=0.0505, over 7567.08 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2838, pruned_loss=0.04794, over 2478919.74 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06174, over 24958.09 utterances.], batch size: 85, lr: 2.23e-04
2022-09-01 04:50:23,245 INFO [train.py:927] (5/8) Epoch 18, batch 9650, giga_loss[loss=0.2089, simple_loss=0.3056, pruned_loss=0.0561, over 12323.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02636, over 79.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2853, pruned_loss=0.04884, over 2477232.97 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06654, over 23785.22 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2818, pruned_loss=0.04978, over 2445088.39 frames. utt_duration=1270 frames, utt_pad_proportion=0.05885, over 7711.56 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2851, pruned_loss=0.04855, over 2478436.16 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06472, over 25286.66 utterances.], batch size: 79, lr: 2.23e-04
2022-09-01 04:52:48,213 INFO [train.py:927] (5/8) Epoch 18, batch 9700, giga_loss[loss=0.1732, simple_loss=0.2674, pruned_loss=0.03949, over 12320.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02905, over 74.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2856, pruned_loss=0.04878, over 2477645.08 frames. utt_duration=422 frames, utt_pad_proportion=0.06593, over 23550.04 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2819, pruned_loss=0.04976, over 2445090.33 frames. utt_duration=1271 frames, utt_pad_proportion=0.05842, over 7701.45 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2854, pruned_loss=0.04857, over 2478882.08 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06464, over 24880.74 utterances.], batch size: 74, lr: 2.23e-04
2022-09-01 04:55:04,684 INFO [train.py:927] (5/8) Epoch 18, batch 9750, giga_loss[loss=0.1778, simple_loss=0.2794, pruned_loss=0.03807, over 12389.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0251, over 48.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2845, pruned_loss=0.0483, over 2478273.85 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06325, over 23041.23 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2818, pruned_loss=0.04967, over 2445408.07 frames. utt_duration=1275 frames, utt_pad_proportion=0.05789, over 7680.07 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2845, pruned_loss=0.0482, over 2479402.84 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06252, over 24329.48 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 04:57:02,936 INFO [train.py:927] (5/8) Epoch 18, batch 9800, giga_loss[loss=0.1795, simple_loss=0.2782, pruned_loss=0.04039, over 12405.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2845, pruned_loss=0.04868, over 2477535.03 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06493, over 23357.37 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2817, pruned_loss=0.04957, over 2446194.67 frames. utt_duration=1276 frames, utt_pad_proportion=0.05723, over 7676.61 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2847, pruned_loss=0.04866, over 2478605.36 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06449, over 24793.03 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 04:58:55,569 INFO [train.py:927] (5/8) Epoch 18, batch 9850, libri_loss[loss=0.1813, simple_loss=0.2796, pruned_loss=0.04148, over 12331.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007159, over 33.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2861, pruned_loss=0.04953, over 2477360.74 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06692, over 24044.30 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2815, pruned_loss=0.04944, over 2446533.34 frames. utt_duration=1280 frames, utt_pad_proportion=0.05663, over 7654.59 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2865, pruned_loss=0.04963, over 2478339.39 frames. utt_duration=391 frames, utt_pad_proportion=0.0667, over 25430.58 utterances.], batch size: 33, lr: 2.23e-04
2022-09-01 05:00:53,172 INFO [train.py:927] (5/8) Epoch 18, batch 9900, giga_loss[loss=0.219, simple_loss=0.304, pruned_loss=0.06697, over 12344.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03043, over 70.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.284, pruned_loss=0.04931, over 2477448.47 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06696, over 24616.31 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2812, pruned_loss=0.04936, over 2446790.97 frames. utt_duration=1284 frames, utt_pad_proportion=0.05604, over 7633.89 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2846, pruned_loss=0.04946, over 2478422.76 frames. utt_duration=383 frames, utt_pad_proportion=0.06697, over 25966.18 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 05:02:35,403 INFO [train.py:927] (5/8) Epoch 18, batch 9950, giga_loss[loss=0.2314, simple_loss=0.322, pruned_loss=0.07045, over 12075.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03951, over 30.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2876, pruned_loss=0.05146, over 2477102.30 frames. utt_duration=409.7 frames, utt_pad_proportion=0.0667, over 24254.88 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2812, pruned_loss=0.04933, over 2447342.48 frames. utt_duration=1275 frames, utt_pad_proportion=0.05935, over 7685.86 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2881, pruned_loss=0.05162, over 2478326.63 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06601, over 25805.13 utterances.], batch size: 30, lr: 2.23e-04
2022-09-01 05:04:16,474 INFO [train.py:927] (5/8) Epoch 18, batch 10000, giga_loss[loss=0.2247, simple_loss=0.3171, pruned_loss=0.06618, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.0416, over 133.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.292, pruned_loss=0.05375, over 2476333.47 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06532, over 23195.17 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.281, pruned_loss=0.04927, over 2447613.02 frames. utt_duration=1278 frames, utt_pad_proportion=0.05879, over 7671.71 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2927, pruned_loss=0.05397, over 2477444.48 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06502, over 24648.77 utterances.], batch size: 133, lr: 2.23e-04
2022-09-01 05:05:58,166 INFO [train.py:927] (5/8) Epoch 18, batch 10050, giga_loss[loss=0.1661, simple_loss=0.2571, pruned_loss=0.03752, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0397, over 113.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2869, pruned_loss=0.05241, over 2476096.87 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06465, over 22344.61 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2808, pruned_loss=0.04923, over 2448198.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.05791, over 7648.43 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2878, pruned_loss=0.0527, over 2476952.72 frames. utt_duration=418 frames, utt_pad_proportion=0.06471, over 23777.73 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 05:07:38,924 INFO [train.py:927] (5/8) Epoch 18, batch 10100, giga_loss[loss=0.1749, simple_loss=0.2609, pruned_loss=0.04445, over 12458.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 98.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2786, pruned_loss=0.04961, over 2476136.76 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06334, over 21110.67 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2804, pruned_loss=0.04922, over 2448837.90 frames. utt_duration=1287 frames, utt_pad_proportion=0.05687, over 7617.48 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2798, pruned_loss=0.04991, over 2476843.30 frames. utt_duration=439.9 frames, utt_pad_proportion=0.06379, over 22589.54 utterances.], batch size: 98, lr: 2.23e-04
2022-09-01 05:09:20,719 INFO [train.py:927] (5/8) Epoch 18, batch 10150, giga_loss[loss=0.162, simple_loss=0.2521, pruned_loss=0.03596, over 12344.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03043, over 70.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.2711, pruned_loss=0.04735, over 2475574.78 frames. utt_duration=486 frames, utt_pad_proportion=0.06085, over 20432.80 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2806, pruned_loss=0.04927, over 2448948.71 frames. utt_duration=1287 frames, utt_pad_proportion=0.05665, over 7617.40 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2718, pruned_loss=0.04753, over 2476150.50 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06144, over 21653.92 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 05:11:05,239 INFO [train.py:927] (5/8) Epoch 18, batch 10200, giga_loss[loss=0.1653, simple_loss=0.2433, pruned_loss=0.04365, over 12413.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02423, over 91.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2668, pruned_loss=0.04605, over 2474377.09 frames. utt_duration=511.8 frames, utt_pad_proportion=0.05905, over 19391.82 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2806, pruned_loss=0.04934, over 2449520.14 frames. utt_duration=1290 frames, utt_pad_proportion=0.05504, over 7602.12 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2669, pruned_loss=0.04604, over 2475127.69 frames. utt_duration=477.9 frames, utt_pad_proportion=0.0602, over 20778.68 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 05:12:49,052 INFO [train.py:927] (5/8) Epoch 18, batch 10250, giga_loss[loss=0.1389, simple_loss=0.2182, pruned_loss=0.02983, over 12208.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04021, over 28.00 utterances.], tot_loss[loss=0.1759, simple_loss=0.2626, pruned_loss=0.04463, over 2474745.36 frames. utt_duration=515.6 frames, utt_pad_proportion=0.05941, over 19252.15 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2802, pruned_loss=0.0492, over 2450604.23 frames. utt_duration=1290 frames, utt_pad_proportion=0.05463, over 7608.75 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2627, pruned_loss=0.04464, over 2475033.32 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06052, over 20682.19 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 05:14:31,294 INFO [train.py:927] (5/8) Epoch 18, batch 10300, giga_loss[loss=0.143, simple_loss=0.2361, pruned_loss=0.02497, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02764, over 66.00 utterances.], tot_loss[loss=0.1729, simple_loss=0.2592, pruned_loss=0.04327, over 2474326.51 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05713, over 18101.55 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2804, pruned_loss=0.04922, over 2451104.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.05363, over 7588.79 utterances.], giga_tot_loss[loss=0.1723, simple_loss=0.2585, pruned_loss=0.04309, over 2474880.17 frames. utt_duration=505.8 frames, utt_pad_proportion=0.05864, over 19627.63 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 05:16:11,706 INFO [train.py:927] (5/8) Epoch 18, batch 10350, giga_loss[loss=0.1439, simple_loss=0.2322, pruned_loss=0.02776, over 12405.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03839, over 105.00 utterances.], tot_loss[loss=0.1699, simple_loss=0.2558, pruned_loss=0.04201, over 2474393.98 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06347, over 18806.70 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2805, pruned_loss=0.04913, over 2451447.08 frames. utt_duration=1285 frames, utt_pad_proportion=0.05673, over 7640.83 utterances.], giga_tot_loss[loss=0.1689, simple_loss=0.2543, pruned_loss=0.04173, over 2475287.42 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06323, over 20345.26 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 05:17:52,886 INFO [train.py:927] (5/8) Epoch 18, batch 10400, giga_loss[loss=0.141, simple_loss=0.2235, pruned_loss=0.02922, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02962, over 85.00 utterances.], tot_loss[loss=0.1677, simple_loss=0.2529, pruned_loss=0.04124, over 2474269.26 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06364, over 18476.85 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2805, pruned_loss=0.04912, over 2451997.60 frames. utt_duration=1283 frames, utt_pad_proportion=0.05565, over 7651.56 utterances.], giga_tot_loss[loss=0.1661, simple_loss=0.2508, pruned_loss=0.04075, over 2475314.04 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06387, over 20097.40 utterances.], batch size: 85, lr: 2.23e-04
2022-09-01 05:19:34,598 INFO [train.py:927] (5/8) Epoch 18, batch 10450, libri_loss[loss=0.1768, simple_loss=0.2623, pruned_loss=0.0457, over 12221.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006135, over 31.00 utterances.], tot_loss[loss=0.1745, simple_loss=0.2596, pruned_loss=0.04471, over 2474577.14 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06592, over 19062.54 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.04904, over 2452412.90 frames. utt_duration=1283 frames, utt_pad_proportion=0.05557, over 7657.06 utterances.], giga_tot_loss[loss=0.173, simple_loss=0.2575, pruned_loss=0.04424, over 2475546.54 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06605, over 20591.96 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 05:21:18,764 INFO [train.py:927] (5/8) Epoch 18, batch 10500, libri_loss[loss=0.1565, simple_loss=0.2489, pruned_loss=0.03207, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.00581, over 31.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.2691, pruned_loss=0.04858, over 2473560.51 frames. utt_duration=537 frames, utt_pad_proportion=0.06474, over 18475.05 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2802, pruned_loss=0.049, over 2452545.57 frames. utt_duration=1288 frames, utt_pad_proportion=0.0537, over 7626.92 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.267, pruned_loss=0.04819, over 2475157.21 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0658, over 20227.51 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 05:23:02,468 INFO [train.py:927] (5/8) Epoch 18, batch 10550, giga_loss[loss=0.2205, simple_loss=0.3163, pruned_loss=0.06239, over 12403.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03808, over 113.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2747, pruned_loss=0.05009, over 2474117.00 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05944, over 17947.64 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.04906, over 2452937.82 frames. utt_duration=1286 frames, utt_pad_proportion=0.05306, over 7636.30 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2728, pruned_loss=0.04975, over 2475397.98 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06099, over 19519.81 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 05:24:47,117 INFO [train.py:927] (5/8) Epoch 18, batch 10600, giga_loss[loss=0.1926, simple_loss=0.2757, pruned_loss=0.05477, over 12393.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.0304, over 62.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2787, pruned_loss=0.05149, over 2474540.97 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05785, over 17921.27 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.04902, over 2453135.05 frames. utt_duration=1288 frames, utt_pad_proportion=0.05215, over 7627.58 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2772, pruned_loss=0.05127, over 2475846.96 frames. utt_duration=511.5 frames, utt_pad_proportion=0.05959, over 19417.02 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 05:26:31,555 INFO [train.py:927] (5/8) Epoch 18, batch 10650, giga_loss[loss=0.2004, simple_loss=0.29, pruned_loss=0.05546, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0425, over 33.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2821, pruned_loss=0.05328, over 2473755.21 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05729, over 17349.00 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2798, pruned_loss=0.04883, over 2453240.76 frames. utt_duration=1292 frames, utt_pad_proportion=0.05137, over 7606.21 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2811, pruned_loss=0.05331, over 2475072.72 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05906, over 18726.39 utterances.], batch size: 33, lr: 2.23e-04
2022-09-01 05:28:13,307 INFO [train.py:927] (5/8) Epoch 18, batch 10700, giga_loss[loss=0.2026, simple_loss=0.298, pruned_loss=0.05354, over 12352.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2855, pruned_loss=0.05402, over 2473745.13 frames. utt_duration=569.8 frames, utt_pad_proportion=0.057, over 17411.05 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2799, pruned_loss=0.04869, over 2453412.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.05136, over 7629.08 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2848, pruned_loss=0.05432, over 2475310.74 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05859, over 18803.17 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 05:29:55,780 INFO [train.py:927] (5/8) Epoch 18, batch 10750, giga_loss[loss=0.2086, simple_loss=0.3028, pruned_loss=0.05724, over 12334.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.05449, over 2474467.73 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05734, over 17107.54 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2802, pruned_loss=0.04884, over 2453973.30 frames. utt_duration=1283 frames, utt_pad_proportion=0.0515, over 7661.44 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2879, pruned_loss=0.05469, over 2475576.30 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05857, over 18350.16 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 05:31:38,598 INFO [train.py:927] (5/8) Epoch 18, batch 10800, giga_loss[loss=0.2194, simple_loss=0.3048, pruned_loss=0.06704, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03812, over 40.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2896, pruned_loss=0.05419, over 2474342.56 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05454, over 16299.32 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2802, pruned_loss=0.04882, over 2453947.43 frames. utt_duration=1283 frames, utt_pad_proportion=0.0513, over 7657.13 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2892, pruned_loss=0.05439, over 2475326.67 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05581, over 17317.39 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 05:33:22,173 INFO [train.py:927] (5/8) Epoch 18, batch 10850, giga_loss[loss=0.1871, simple_loss=0.2805, pruned_loss=0.04682, over 12348.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.05011, over 31.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2901, pruned_loss=0.05429, over 2473601.52 frames. utt_duration=625.2 frames, utt_pad_proportion=0.05613, over 15865.27 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2804, pruned_loss=0.04895, over 2454852.33 frames. utt_duration=1270 frames, utt_pad_proportion=0.05564, over 7743.20 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2899, pruned_loss=0.05457, over 2474384.17 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05519, over 16976.74 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 05:35:07,202 INFO [train.py:927] (5/8) Epoch 18, batch 10900, giga_loss[loss=0.2068, simple_loss=0.2936, pruned_loss=0.06001, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03167, over 58.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2918, pruned_loss=0.05593, over 2473808.42 frames. utt_duration=629.8 frames, utt_pad_proportion=0.05364, over 15748.95 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.04881, over 2455198.66 frames. utt_duration=1273 frames, utt_pad_proportion=0.05466, over 7726.29 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.292, pruned_loss=0.05644, over 2474678.27 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05345, over 16902.52 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 05:36:52,077 INFO [train.py:927] (5/8) Epoch 18, batch 10950, giga_loss[loss=0.1851, simple_loss=0.2754, pruned_loss=0.04738, over 12461.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.0374, over 26.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2915, pruned_loss=0.05725, over 2473034.38 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05546, over 15913.32 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.28, pruned_loss=0.04877, over 2455454.91 frames. utt_duration=1276 frames, utt_pad_proportion=0.05388, over 7706.91 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05784, over 2473841.33 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05554, over 16996.56 utterances.], batch size: 26, lr: 2.23e-04
2022-09-01 05:38:37,283 INFO [train.py:927] (5/8) Epoch 18, batch 11000, giga_loss[loss=0.1961, simple_loss=0.2901, pruned_loss=0.05103, over 12466.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02981, over 75.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2905, pruned_loss=0.05719, over 2473211.10 frames. utt_duration=605.7 frames, utt_pad_proportion=0.05859, over 16373.90 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2802, pruned_loss=0.04876, over 2455758.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.05325, over 7697.35 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.05778, over 2473807.79 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05878, over 17361.76 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 05:40:21,269 INFO [train.py:927] (5/8) Epoch 18, batch 11050, giga_loss[loss=0.1831, simple_loss=0.271, pruned_loss=0.04754, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04123, over 37.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2898, pruned_loss=0.05696, over 2472546.47 frames. utt_duration=562.4 frames, utt_pad_proportion=0.0687, over 17632.52 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2806, pruned_loss=0.04897, over 2456354.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06657, over 7933.15 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2902, pruned_loss=0.05746, over 2472953.84 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06372, over 18442.90 utterances.], batch size: 37, lr: 2.23e-04
2022-09-01 05:42:05,183 INFO [train.py:927] (5/8) Epoch 18, batch 11100, libri_loss[loss=0.1563, simple_loss=0.2398, pruned_loss=0.03637, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008488, over 30.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2859, pruned_loss=0.05514, over 2472907.41 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06867, over 17396.30 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2804, pruned_loss=0.0489, over 2456690.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.06937, over 7986.46 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2866, pruned_loss=0.05585, over 2473467.20 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06371, over 18328.04 utterances.], batch size: 30, lr: 2.23e-04
2022-09-01 05:43:49,816 INFO [train.py:927] (5/8) Epoch 18, batch 11150, giga_loss[loss=0.2102, simple_loss=0.2926, pruned_loss=0.06393, over 12391.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07012, over 212.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2823, pruned_loss=0.05397, over 2473851.25 frames. utt_duration=534.4 frames, utt_pad_proportion=0.07162, over 18570.02 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2802, pruned_loss=0.04879, over 2456982.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.06864, over 7973.77 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2831, pruned_loss=0.05474, over 2474325.54 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06808, over 19500.07 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 05:45:33,984 INFO [train.py:927] (5/8) Epoch 18, batch 11200, giga_loss[loss=0.1894, simple_loss=0.272, pruned_loss=0.0534, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0342, over 43.00 utterances.], tot_loss[loss=0.195, simple_loss=0.282, pruned_loss=0.05399, over 2473973.71 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06942, over 18664.68 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2802, pruned_loss=0.04882, over 2457022.10 frames. utt_duration=1237 frames, utt_pad_proportion=0.06788, over 7952.25 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2827, pruned_loss=0.05464, over 2474551.54 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06699, over 19565.30 utterances.], batch size: 43, lr: 2.23e-04
2022-09-01 05:47:17,104 INFO [train.py:927] (5/8) Epoch 18, batch 11250, giga_loss[loss=0.1776, simple_loss=0.2568, pruned_loss=0.04926, over 12357.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03121, over 51.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2814, pruned_loss=0.05434, over 2472948.66 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06909, over 19106.67 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2802, pruned_loss=0.04889, over 2456977.07 frames. utt_duration=1240 frames, utt_pad_proportion=0.06708, over 7938.01 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2819, pruned_loss=0.05487, over 2473686.75 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06753, over 19982.62 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 05:48:58,875 INFO [train.py:927] (5/8) Epoch 18, batch 11300, giga_loss[loss=0.1718, simple_loss=0.258, pruned_loss=0.04282, over 12378.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2781, pruned_loss=0.05297, over 2473181.53 frames. utt_duration=554.2 frames, utt_pad_proportion=0.063, over 17897.17 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2802, pruned_loss=0.04887, over 2457198.89 frames. utt_duration=1245 frames, utt_pad_proportion=0.06554, over 7904.24 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2785, pruned_loss=0.05354, over 2474018.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06252, over 18918.40 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 05:50:40,298 INFO [train.py:927] (5/8) Epoch 18, batch 11350, libri_loss[loss=0.2039, simple_loss=0.2942, pruned_loss=0.05675, over 12262.00 frames. utt_duration=963.1 frames, utt_pad_proportion=0.06857, over 51.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2755, pruned_loss=0.05223, over 2472390.05 frames. utt_duration=563 frames, utt_pad_proportion=0.06499, over 17612.23 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2801, pruned_loss=0.04892, over 2457209.43 frames. utt_duration=1243 frames, utt_pad_proportion=0.06523, over 7914.18 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2758, pruned_loss=0.05273, over 2473489.81 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06463, over 18703.12 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 05:52:19,955 INFO [train.py:927] (5/8) Epoch 18, batch 11400, giga_loss[loss=0.1446, simple_loss=0.226, pruned_loss=0.03166, over 12394.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04057, over 26.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2731, pruned_loss=0.05157, over 2473207.75 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06308, over 17446.92 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2801, pruned_loss=0.04893, over 2457526.01 frames. utt_duration=1244 frames, utt_pad_proportion=0.06464, over 7909.91 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2731, pruned_loss=0.05205, over 2474224.09 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06311, over 18577.29 utterances.], batch size: 26, lr: 2.23e-04
2022-09-01 05:54:02,684 INFO [train.py:927] (5/8) Epoch 18, batch 11450, giga_loss[loss=0.1587, simple_loss=0.2452, pruned_loss=0.03605, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03895, over 33.00 utterances.], tot_loss[loss=0.1867, simple_loss=0.2715, pruned_loss=0.05095, over 2472677.81 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06191, over 16838.95 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.0491, over 2457810.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06772, over 7971.43 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.271, pruned_loss=0.05127, over 2473890.64 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06074, over 18092.70 utterances.], batch size: 33, lr: 2.23e-04
2022-09-01 05:55:45,698 INFO [train.py:927] (5/8) Epoch 18, batch 11500, giga_loss[loss=0.178, simple_loss=0.253, pruned_loss=0.05144, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03902, over 40.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2719, pruned_loss=0.05195, over 2471786.50 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06252, over 16760.02 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2798, pruned_loss=0.04897, over 2457856.23 frames. utt_duration=1238 frames, utt_pad_proportion=0.06704, over 7953.80 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2717, pruned_loss=0.05239, over 2473106.02 frames. utt_duration=550.6 frames, utt_pad_proportion=0.0617, over 18014.23 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 05:57:30,108 INFO [train.py:927] (5/8) Epoch 18, batch 11550, giga_loss[loss=0.2365, simple_loss=0.3227, pruned_loss=0.07515, over 12389.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03604, over 75.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2759, pruned_loss=0.0539, over 2472531.21 frames. utt_duration=585 frames, utt_pad_proportion=0.06426, over 16950.82 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2797, pruned_loss=0.04896, over 2457950.32 frames. utt_duration=1238 frames, utt_pad_proportion=0.06668, over 7948.23 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2758, pruned_loss=0.0543, over 2473620.81 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06367, over 18032.13 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 05:59:13,984 INFO [train.py:927] (5/8) Epoch 18, batch 11600, giga_loss[loss=0.1957, simple_loss=0.2804, pruned_loss=0.05555, over 12322.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.03376, over 51.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2817, pruned_loss=0.05681, over 2472715.00 frames. utt_duration=547.1 frames, utt_pad_proportion=0.07168, over 18128.23 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2795, pruned_loss=0.04886, over 2457950.99 frames. utt_duration=1242 frames, utt_pad_proportion=0.06597, over 7924.11 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2818, pruned_loss=0.05729, over 2473758.95 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07111, over 19125.26 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:00:56,683 INFO [train.py:927] (5/8) Epoch 18, batch 11650, giga_loss[loss=0.2198, simple_loss=0.3126, pruned_loss=0.06348, over 12390.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2869, pruned_loss=0.05821, over 2473021.79 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06752, over 18308.81 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2792, pruned_loss=0.0488, over 2458193.25 frames. utt_duration=1247 frames, utt_pad_proportion=0.06505, over 7894.84 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2872, pruned_loss=0.05878, over 2473907.98 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06761, over 19298.73 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 06:02:39,967 INFO [train.py:927] (5/8) Epoch 18, batch 11700, giga_loss[loss=0.1922, simple_loss=0.2819, pruned_loss=0.05126, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02617, over 48.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2896, pruned_loss=0.05844, over 2473044.91 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06392, over 18372.15 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2791, pruned_loss=0.04872, over 2458137.94 frames. utt_duration=1252 frames, utt_pad_proportion=0.06414, over 7860.24 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2901, pruned_loss=0.05914, over 2474048.31 frames. utt_duration=512.5 frames, utt_pad_proportion=0.0645, over 19366.22 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 06:04:27,781 INFO [train.py:927] (5/8) Epoch 18, batch 11750, giga_loss[loss=0.1881, simple_loss=0.2909, pruned_loss=0.04263, over 12388.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02545, over 70.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.289, pruned_loss=0.05675, over 2473461.79 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06131, over 18187.94 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2797, pruned_loss=0.04882, over 2458605.97 frames. utt_duration=1253 frames, utt_pad_proportion=0.0632, over 7858.73 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2892, pruned_loss=0.05742, over 2474183.93 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06223, over 19211.48 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 06:06:12,018 INFO [train.py:927] (5/8) Epoch 18, batch 11800, giga_loss[loss=0.2051, simple_loss=0.2957, pruned_loss=0.0572, over 12367.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03226, over 62.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2907, pruned_loss=0.05708, over 2474180.69 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06416, over 18741.04 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2798, pruned_loss=0.04877, over 2458572.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.06246, over 7849.93 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2909, pruned_loss=0.05774, over 2474957.08 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06497, over 19684.48 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 06:07:55,786 INFO [train.py:927] (5/8) Epoch 18, batch 11850, giga_loss[loss=0.2057, simple_loss=0.2873, pruned_loss=0.06202, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2917, pruned_loss=0.05807, over 2473276.22 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05952, over 18022.69 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2794, pruned_loss=0.04868, over 2458523.94 frames. utt_duration=1257 frames, utt_pad_proportion=0.06161, over 7830.87 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2925, pruned_loss=0.05889, over 2474282.17 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06071, over 19032.30 utterances.], batch size: 133, lr: 2.23e-04
2022-09-01 06:09:38,188 INFO [train.py:927] (5/8) Epoch 18, batch 11900, giga_loss[loss=0.2297, simple_loss=0.3106, pruned_loss=0.07445, over 12439.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04432, over 134.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2926, pruned_loss=0.05888, over 2472958.43 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05632, over 17421.30 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2794, pruned_loss=0.04864, over 2458780.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.05984, over 7804.80 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2938, pruned_loss=0.05992, over 2474086.14 frames. utt_duration=533 frames, utt_pad_proportion=0.05812, over 18620.23 utterances.], batch size: 134, lr: 2.23e-04
2022-09-01 06:11:24,192 INFO [train.py:927] (5/8) Epoch 18, batch 11950, giga_loss[loss=0.1964, simple_loss=0.2901, pruned_loss=0.05131, over 12437.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03587, over 105.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2936, pruned_loss=0.05945, over 2472857.56 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05586, over 17043.18 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.279, pruned_loss=0.04849, over 2459234.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.06207, over 7832.42 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2953, pruned_loss=0.06082, over 2473865.79 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05645, over 18332.81 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 06:13:08,285 INFO [train.py:927] (5/8) Epoch 18, batch 12000, giga_loss[loss=0.2471, simple_loss=0.3177, pruned_loss=0.08825, over 12359.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05977, over 2472241.45 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05603, over 17117.06 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2788, pruned_loss=0.04829, over 2459236.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.0607, over 7797.91 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2974, pruned_loss=0.06136, over 2473415.42 frames. utt_duration=537.9 frames, utt_pad_proportion=0.057, over 18443.34 utterances.], batch size: 257, lr: 2.23e-04
2022-09-01 06:13:08,286 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 06:13:22,580 INFO [train.py:967] (5/8) 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 06:15:04,732 INFO [train.py:927] (5/8) Epoch 18, batch 12050, libri_loss[loss=0.2086, simple_loss=0.3122, pruned_loss=0.05244, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01198, over 40.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2955, pruned_loss=0.06033, over 2472502.04 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06055, over 17839.16 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.279, pruned_loss=0.0483, over 2459496.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.06, over 7788.00 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.06174, over 2473351.16 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06129, over 19030.94 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 06:16:45,544 INFO [train.py:927] (5/8) Epoch 18, batch 12100, libri_loss[loss=0.1679, simple_loss=0.2529, pruned_loss=0.04143, over 12232.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.00776, over 29.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2938, pruned_loss=0.05961, over 2472570.67 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05857, over 16971.62 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.2787, pruned_loss=0.04815, over 2459907.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05855, over 7751.99 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2958, pruned_loss=0.06126, over 2473315.80 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0599, over 18277.52 utterances.], batch size: 29, lr: 2.23e-04
2022-09-01 06:18:25,205 INFO [train.py:927] (5/8) Epoch 18, batch 12150, giga_loss[loss=0.2406, simple_loss=0.318, pruned_loss=0.08162, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02509, over 45.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2942, pruned_loss=0.06034, over 2471377.17 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05428, over 15895.41 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2792, pruned_loss=0.04839, over 2459650.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.0572, over 7730.59 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2958, pruned_loss=0.06175, over 2472547.67 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05623, over 17191.65 utterances.], batch size: 45, lr: 2.23e-04
2022-09-01 06:20:07,666 INFO [train.py:927] (5/8) Epoch 18, batch 12200, giga_loss[loss=0.1776, simple_loss=0.2717, pruned_loss=0.04172, over 12343.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03304, over 58.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2942, pruned_loss=0.06014, over 2471389.23 frames. utt_duration=632.3 frames, utt_pad_proportion=0.0576, over 15672.03 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2792, pruned_loss=0.04849, over 2459529.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.0565, over 7710.02 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2958, pruned_loss=0.0614, over 2472648.68 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05924, over 16865.92 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 06:21:52,416 INFO [train.py:927] (5/8) Epoch 18, batch 12250, libri_loss[loss=0.201, simple_loss=0.3081, pruned_loss=0.04697, over 12370.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02512, over 43.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2946, pruned_loss=0.06033, over 2471561.71 frames. utt_duration=627.1 frames, utt_pad_proportion=0.0549, over 15801.90 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2792, pruned_loss=0.04844, over 2459811.82 frames. utt_duration=1279 frames, utt_pad_proportion=0.05569, over 7702.90 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2961, pruned_loss=0.06158, over 2472516.48 frames. utt_duration=586.8 frames, utt_pad_proportion=0.05669, over 16897.56 utterances.], batch size: 43, lr: 2.23e-04
2022-09-01 06:23:31,593 INFO [train.py:927] (5/8) Epoch 18, batch 12300, libri_loss[loss=0.1826, simple_loss=0.2738, pruned_loss=0.04576, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006344, over 37.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2929, pruned_loss=0.05994, over 2472585.08 frames. utt_duration=635 frames, utt_pad_proportion=0.05868, over 15612.68 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2796, pruned_loss=0.04868, over 2460553.93 frames. utt_duration=1279 frames, utt_pad_proportion=0.05443, over 7705.57 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06136, over 2473279.63 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06048, over 16910.12 utterances.], batch size: 37, lr: 2.23e-04
2022-09-01 06:25:10,979 INFO [train.py:927] (5/8) Epoch 18, batch 12350, giga_loss[loss=0.193, simple_loss=0.2765, pruned_loss=0.05478, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04404, over 31.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05906, over 2472690.94 frames. utt_duration=645.4 frames, utt_pad_proportion=0.06208, over 15361.38 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2796, pruned_loss=0.04877, over 2460921.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.05342, over 7678.17 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2917, pruned_loss=0.06035, over 2473188.05 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06378, over 16592.71 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 06:26:54,286 INFO [train.py:927] (5/8) Epoch 18, batch 12400, giga_loss[loss=0.1949, simple_loss=0.2714, pruned_loss=0.05913, over 12349.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2877, pruned_loss=0.05814, over 2472442.26 frames. utt_duration=638 frames, utt_pad_proportion=0.06532, over 15537.06 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.28, pruned_loss=0.04892, over 2460905.26 frames. utt_duration=1286 frames, utt_pad_proportion=0.05215, over 7661.06 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2889, pruned_loss=0.05932, over 2473154.05 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06703, over 16742.26 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:28:33,972 INFO [train.py:927] (5/8) Epoch 18, batch 12450, giga_loss[loss=0.1946, simple_loss=0.2865, pruned_loss=0.05142, over 12382.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2843, pruned_loss=0.05669, over 2472711.99 frames. utt_duration=637.6 frames, utt_pad_proportion=0.06213, over 15548.77 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2799, pruned_loss=0.04891, over 2461274.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.05569, over 7724.94 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2856, pruned_loss=0.05788, over 2473271.50 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06246, over 16675.27 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 06:30:15,668 INFO [train.py:927] (5/8) Epoch 18, batch 12500, giga_loss[loss=0.1727, simple_loss=0.2698, pruned_loss=0.03785, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03339, over 58.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2819, pruned_loss=0.05556, over 2471887.21 frames. utt_duration=639.3 frames, utt_pad_proportion=0.06196, over 15502.46 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2802, pruned_loss=0.04903, over 2461416.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.05576, over 7740.29 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2827, pruned_loss=0.05651, over 2472393.74 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06225, over 16525.62 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 06:31:57,608 INFO [train.py:927] (5/8) Epoch 18, batch 12550, giga_loss[loss=0.1928, simple_loss=0.2798, pruned_loss=0.05293, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03599, over 51.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2827, pruned_loss=0.05539, over 2472089.92 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05925, over 15741.76 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2807, pruned_loss=0.04928, over 2461802.39 frames. utt_duration=1274 frames, utt_pad_proportion=0.05486, over 7737.49 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2829, pruned_loss=0.05603, over 2472321.15 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06005, over 16708.38 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:33:36,489 INFO [train.py:927] (5/8) Epoch 18, batch 12600, giga_loss[loss=0.1933, simple_loss=0.2912, pruned_loss=0.04772, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2841, pruned_loss=0.05509, over 2472930.01 frames. utt_duration=586 frames, utt_pad_proportion=0.06035, over 16922.58 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2808, pruned_loss=0.04938, over 2462216.84 frames. utt_duration=1275 frames, utt_pad_proportion=0.05412, over 7732.89 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2842, pruned_loss=0.05562, over 2472925.30 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06121, over 17845.73 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 06:35:14,735 INFO [train.py:927] (5/8) Epoch 18, batch 12650, giga_loss[loss=0.2019, simple_loss=0.2831, pruned_loss=0.06036, over 12320.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.0317, over 48.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2842, pruned_loss=0.05429, over 2473445.66 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05739, over 17523.86 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2808, pruned_loss=0.04953, over 2462224.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.05255, over 7701.14 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2844, pruned_loss=0.05478, over 2473831.82 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05885, over 18638.14 utterances.], batch size: 48, lr: 2.22e-04
2022-09-01 06:36:59,105 INFO [train.py:927] (5/8) Epoch 18, batch 12700, giga_loss[loss=0.1832, simple_loss=0.2777, pruned_loss=0.04432, over 12470.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02964, over 75.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2843, pruned_loss=0.05448, over 2474581.03 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05815, over 17467.41 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2813, pruned_loss=0.04986, over 2462861.42 frames. utt_duration=1270 frames, utt_pad_proportion=0.05504, over 7764.43 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2842, pruned_loss=0.05474, over 2474691.14 frames. utt_duration=533 frames, utt_pad_proportion=0.05857, over 18622.88 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 06:38:37,306 INFO [train.py:927] (5/8) Epoch 18, batch 12750, giga_loss[loss=0.2085, simple_loss=0.3003, pruned_loss=0.05829, over 12397.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02604, over 70.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2851, pruned_loss=0.0549, over 2474242.49 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06085, over 17586.61 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05007, over 2462948.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05936, over 7843.60 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2848, pruned_loss=0.05496, over 2474305.27 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05959, over 18466.55 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 06:40:15,644 INFO [train.py:927] (5/8) Epoch 18, batch 12800, giga_loss[loss=0.25, simple_loss=0.3256, pruned_loss=0.08722, over 12376.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07085, over 211.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2874, pruned_loss=0.05589, over 2474610.28 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06346, over 17891.16 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2816, pruned_loss=0.05016, over 2463580.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.0588, over 7860.63 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2873, pruned_loss=0.05601, over 2474437.55 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06262, over 18903.98 utterances.], batch size: 211, lr: 2.22e-04
2022-09-01 06:41:53,253 INFO [train.py:927] (5/8) Epoch 18, batch 12850, giga_loss[loss=0.1811, simple_loss=0.2689, pruned_loss=0.04668, over 12356.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.0333, over 51.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2883, pruned_loss=0.05594, over 2474522.52 frames. utt_duration=558.1 frames, utt_pad_proportion=0.0681, over 17783.18 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2823, pruned_loss=0.05059, over 2463773.48 frames. utt_duration=1232 frames, utt_pad_proportion=0.06606, over 8007.40 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2878, pruned_loss=0.05582, over 2474489.35 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06452, over 18725.37 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 06:43:32,427 INFO [train.py:927] (5/8) Epoch 18, batch 12900, libri_loss[loss=0.2262, simple_loss=0.3233, pruned_loss=0.06458, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0144, over 40.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2881, pruned_loss=0.0558, over 2474222.55 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06488, over 16935.98 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2827, pruned_loss=0.05082, over 2463900.91 frames. utt_duration=1229 frames, utt_pad_proportion=0.06606, over 8027.21 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2874, pruned_loss=0.05557, over 2474210.15 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06207, over 17789.42 utterances.], batch size: 40, lr: 2.22e-04
2022-09-01 06:45:10,738 INFO [train.py:927] (5/8) Epoch 18, batch 12950, giga_loss[loss=0.1646, simple_loss=0.2485, pruned_loss=0.0404, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04116, over 31.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2853, pruned_loss=0.05449, over 2473667.67 frames. utt_duration=597.4 frames, utt_pad_proportion=0.06448, over 16603.67 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2829, pruned_loss=0.05086, over 2463769.29 frames. utt_duration=1233 frames, utt_pad_proportion=0.06533, over 8004.94 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2846, pruned_loss=0.05433, over 2473911.47 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06253, over 17416.70 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 06:46:47,948 INFO [train.py:927] (5/8) Epoch 18, batch 13000, giga_loss[loss=0.1779, simple_loss=0.265, pruned_loss=0.04538, over 12346.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.04084, over 37.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2853, pruned_loss=0.05436, over 2473425.97 frames. utt_duration=599.1 frames, utt_pad_proportion=0.06383, over 16556.31 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05127, over 2463918.14 frames. utt_duration=1221 frames, utt_pad_proportion=0.06849, over 8084.56 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2844, pruned_loss=0.05393, over 2473708.99 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06086, over 17324.65 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 06:48:23,676 INFO [train.py:927] (5/8) Epoch 18, batch 13050, giga_loss[loss=0.215, simple_loss=0.3059, pruned_loss=0.06205, over 12379.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2878, pruned_loss=0.05517, over 2473631.05 frames. utt_duration=567.2 frames, utt_pad_proportion=0.0599, over 17491.50 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.05135, over 2464556.94 frames. utt_duration=1223 frames, utt_pad_proportion=0.06735, over 8071.95 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.287, pruned_loss=0.05482, over 2473477.78 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0582, over 18256.80 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 06:50:02,562 INFO [train.py:927] (5/8) Epoch 18, batch 13100, giga_loss[loss=0.2022, simple_loss=0.2871, pruned_loss=0.05867, over 12410.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03443, over 75.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2853, pruned_loss=0.05484, over 2474117.91 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05556, over 16978.47 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.283, pruned_loss=0.05143, over 2464782.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06639, over 8040.54 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2852, pruned_loss=0.05461, over 2474073.02 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05465, over 17909.09 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 06:51:38,738 INFO [train.py:927] (5/8) Epoch 18, batch 13150, giga_loss[loss=0.2005, simple_loss=0.2862, pruned_loss=0.05738, over 12355.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02936, over 70.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2838, pruned_loss=0.05495, over 2473470.12 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05532, over 17228.75 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2828, pruned_loss=0.05157, over 2464802.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.06409, over 7977.99 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2839, pruned_loss=0.05479, over 2473810.99 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05535, over 18436.80 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 06:53:17,647 INFO [train.py:927] (5/8) Epoch 18, batch 13200, giga_loss[loss=0.1644, simple_loss=0.2593, pruned_loss=0.03476, over 12367.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2809, pruned_loss=0.05397, over 2473568.77 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05272, over 16680.56 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2826, pruned_loss=0.05161, over 2465006.25 frames. utt_duration=1242 frames, utt_pad_proportion=0.06316, over 7950.72 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2812, pruned_loss=0.05384, over 2473802.77 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0532, over 17827.23 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 06:54:56,903 INFO [train.py:927] (5/8) Epoch 18, batch 13250, giga_loss[loss=0.1597, simple_loss=0.2497, pruned_loss=0.03481, over 12373.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.277, pruned_loss=0.0526, over 2473248.15 frames. utt_duration=612.9 frames, utt_pad_proportion=0.04969, over 16180.26 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2824, pruned_loss=0.05162, over 2464781.94 frames. utt_duration=1245 frames, utt_pad_proportion=0.06247, over 7928.55 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2773, pruned_loss=0.05251, over 2473732.76 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05048, over 17215.08 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 06:56:37,037 INFO [train.py:927] (5/8) Epoch 18, batch 13300, giga_loss[loss=0.1873, simple_loss=0.2821, pruned_loss=0.04625, over 12374.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05253, over 161.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2759, pruned_loss=0.05224, over 2472663.62 frames. utt_duration=620.6 frames, utt_pad_proportion=0.04905, over 15976.48 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2823, pruned_loss=0.05162, over 2463850.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.06077, over 7879.66 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.276, pruned_loss=0.05221, over 2474311.45 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05021, over 17235.95 utterances.], batch size: 161, lr: 2.22e-04
2022-09-01 06:58:18,784 INFO [train.py:927] (5/8) Epoch 18, batch 13350, giga_loss[loss=0.2008, simple_loss=0.2939, pruned_loss=0.05391, over 12338.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02992, over 85.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2787, pruned_loss=0.0532, over 2472381.05 frames. utt_duration=612.3 frames, utt_pad_proportion=0.05305, over 16189.88 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2826, pruned_loss=0.05203, over 2463980.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.0642, over 7951.96 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2784, pruned_loss=0.05284, over 2473854.37 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05213, over 17391.91 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 06:59:57,315 INFO [train.py:927] (5/8) Epoch 18, batch 13400, giga_loss[loss=0.1887, simple_loss=0.2921, pruned_loss=0.04262, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2816, pruned_loss=0.05428, over 2472725.54 frames. utt_duration=610.8 frames, utt_pad_proportion=0.05236, over 16233.61 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2825, pruned_loss=0.05223, over 2464028.29 frames. utt_duration=1244 frames, utt_pad_proportion=0.06335, over 7931.21 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2813, pruned_loss=0.05385, over 2474063.83 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05194, over 17395.77 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 07:01:41,002 INFO [train.py:927] (5/8) Epoch 18, batch 13450, giga_loss[loss=0.2417, simple_loss=0.3258, pruned_loss=0.07882, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2854, pruned_loss=0.05689, over 2473998.81 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05506, over 16773.76 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2822, pruned_loss=0.05237, over 2464374.72 frames. utt_duration=1250 frames, utt_pad_proportion=0.06205, over 7894.69 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2855, pruned_loss=0.05651, over 2475016.00 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05506, over 17993.88 utterances.], batch size: 122, lr: 2.22e-04
2022-09-01 07:03:27,298 INFO [train.py:927] (5/8) Epoch 18, batch 13500, giga_loss[loss=0.2167, simple_loss=0.3095, pruned_loss=0.06197, over 12390.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2902, pruned_loss=0.05948, over 2473516.01 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05706, over 16888.00 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2825, pruned_loss=0.05253, over 2464081.47 frames. utt_duration=1252 frames, utt_pad_proportion=0.06132, over 7881.32 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2901, pruned_loss=0.0591, over 2474715.76 frames. utt_duration=551.8 frames, utt_pad_proportion=0.0572, over 17986.95 utterances.], batch size: 133, lr: 2.22e-04
2022-09-01 07:05:13,136 INFO [train.py:927] (5/8) Epoch 18, batch 13550, giga_loss[loss=0.2269, simple_loss=0.3144, pruned_loss=0.06974, over 12449.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03109, over 75.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2973, pruned_loss=0.06445, over 2473899.04 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06474, over 18404.80 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2835, pruned_loss=0.05328, over 2464209.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.0645, over 7965.73 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2968, pruned_loss=0.06382, over 2475144.37 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06319, over 19620.07 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 07:06:55,498 INFO [train.py:927] (5/8) Epoch 18, batch 13600, giga_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07248, over 12273.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02709, over 45.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.0691, over 2474803.30 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06276, over 19064.07 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2834, pruned_loss=0.05339, over 2464561.77 frames. utt_duration=1243 frames, utt_pad_proportion=0.06356, over 7939.57 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.304, pruned_loss=0.06875, over 2475642.04 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06201, over 20245.44 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 07:08:42,216 INFO [train.py:927] (5/8) Epoch 18, batch 13650, libri_loss[loss=0.194, simple_loss=0.2745, pruned_loss=0.05677, over 12128.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00616, over 32.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3077, pruned_loss=0.07227, over 2475277.27 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06265, over 19875.29 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2832, pruned_loss=0.05349, over 2464498.03 frames. utt_duration=1248 frames, utt_pad_proportion=0.06266, over 7910.94 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3083, pruned_loss=0.07225, over 2476231.75 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06241, over 21060.33 utterances.], batch size: 32, lr: 2.22e-04
2022-09-01 07:10:28,516 INFO [train.py:927] (5/8) Epoch 18, batch 13700, giga_loss[loss=0.2768, simple_loss=0.3492, pruned_loss=0.1022, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.07663, over 2475537.60 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06294, over 20407.44 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2831, pruned_loss=0.05352, over 2464571.65 frames. utt_duration=1250 frames, utt_pad_proportion=0.06219, over 7897.88 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3137, pruned_loss=0.07674, over 2476313.49 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06287, over 21447.15 utterances.], batch size: 161, lr: 2.22e-04
2022-09-01 07:12:21,446 INFO [train.py:927] (5/8) Epoch 18, batch 13750, giga_loss[loss=0.2135, simple_loss=0.2893, pruned_loss=0.06884, over 12444.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03667, over 43.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3144, pruned_loss=0.07856, over 2475499.92 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06996, over 20975.54 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2829, pruned_loss=0.05352, over 2464384.37 frames. utt_duration=1251 frames, utt_pad_proportion=0.06168, over 7886.56 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.316, pruned_loss=0.07929, over 2476586.46 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0698, over 22165.14 utterances.], batch size: 43, lr: 2.22e-04
2022-09-01 07:14:06,145 INFO [train.py:927] (5/8) Epoch 18, batch 13800, giga_loss[loss=0.2257, simple_loss=0.3176, pruned_loss=0.06693, over 12370.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3155, pruned_loss=0.07975, over 2475821.06 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07287, over 21572.09 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2828, pruned_loss=0.05354, over 2464439.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.06093, over 7877.58 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3175, pruned_loss=0.08084, over 2476861.79 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07289, over 22808.84 utterances.], batch size: 58, lr: 2.22e-04
2022-09-01 07:15:52,059 INFO [train.py:927] (5/8) Epoch 18, batch 13850, giga_loss[loss=0.2287, simple_loss=0.317, pruned_loss=0.07022, over 12429.00 frames. utt_duration=342 frames, utt_pad_proportion=0.0419, over 146.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3174, pruned_loss=0.08055, over 2476518.76 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07621, over 22463.72 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2829, pruned_loss=0.05364, over 2464724.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.06044, over 7869.84 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3192, pruned_loss=0.08156, over 2477183.04 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07626, over 23568.99 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 07:17:40,698 INFO [train.py:927] (5/8) Epoch 18, batch 13900, giga_loss[loss=0.249, simple_loss=0.326, pruned_loss=0.08606, over 12214.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03306, over 42.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3159, pruned_loss=0.07841, over 2474748.56 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07941, over 21964.63 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2832, pruned_loss=0.05384, over 2464932.05 frames. utt_duration=1258 frames, utt_pad_proportion=0.05936, over 7849.14 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3179, pruned_loss=0.07965, over 2475348.84 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07984, over 23206.19 utterances.], batch size: 42, lr: 2.22e-04
2022-09-01 07:19:30,793 INFO [train.py:927] (5/8) Epoch 18, batch 13950, giga_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.05329, over 12310.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02933, over 74.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3135, pruned_loss=0.07568, over 2473686.99 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08036, over 21571.28 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2831, pruned_loss=0.05384, over 2464593.93 frames. utt_duration=1262 frames, utt_pad_proportion=0.05825, over 7819.19 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3159, pruned_loss=0.07719, over 2474688.39 frames. utt_duration=433.8 frames, utt_pad_proportion=0.08111, over 22893.20 utterances.], batch size: 74, lr: 2.22e-04
2022-09-01 07:21:17,915 INFO [train.py:927] (5/8) Epoch 18, batch 14000, giga_loss[loss=0.1923, simple_loss=0.273, pruned_loss=0.05576, over 12364.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.02772, over 28.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3103, pruned_loss=0.07349, over 2474203.98 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07865, over 20908.27 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2832, pruned_loss=0.05411, over 2464463.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.06208, over 7873.58 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3127, pruned_loss=0.0749, over 2475352.27 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07821, over 22213.64 utterances.], batch size: 28, lr: 2.22e-04
2022-09-01 07:23:07,624 INFO [train.py:927] (5/8) Epoch 18, batch 14050, giga_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05822, over 12441.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03874, over 37.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.311, pruned_loss=0.07389, over 2474402.30 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0749, over 20715.88 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2834, pruned_loss=0.05415, over 2464901.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.06184, over 7895.65 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3134, pruned_loss=0.07542, over 2475143.26 frames. utt_duration=451 frames, utt_pad_proportion=0.07494, over 22024.36 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 07:24:58,596 INFO [train.py:927] (5/8) Epoch 18, batch 14100, giga_loss[loss=0.2242, simple_loss=0.3177, pruned_loss=0.06533, over 12426.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04246, over 146.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3103, pruned_loss=0.07249, over 2474199.13 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07662, over 21119.28 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2832, pruned_loss=0.0542, over 2465092.83 frames. utt_duration=1248 frames, utt_pad_proportion=0.06175, over 7908.82 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.313, pruned_loss=0.07411, over 2474846.34 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07672, over 22457.73 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 07:26:43,699 INFO [train.py:927] (5/8) Epoch 18, batch 14150, giga_loss[loss=0.2627, simple_loss=0.3398, pruned_loss=0.09282, over 12383.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05993, over 182.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3113, pruned_loss=0.07229, over 2474781.76 frames. utt_duration=458 frames, utt_pad_proportion=0.07813, over 21680.41 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2831, pruned_loss=0.05417, over 2465219.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.06153, over 7901.27 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3136, pruned_loss=0.07366, over 2475217.35 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07824, over 22793.92 utterances.], batch size: 182, lr: 2.22e-04
2022-09-01 07:28:30,355 INFO [train.py:927] (5/8) Epoch 18, batch 14200, giga_loss[loss=0.209, simple_loss=0.2911, pruned_loss=0.06343, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02627, over 45.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3105, pruned_loss=0.07252, over 2474294.96 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07697, over 21878.51 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2832, pruned_loss=0.0545, over 2465260.41 frames. utt_duration=1243 frames, utt_pad_proportion=0.06485, over 7943.77 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3132, pruned_loss=0.0739, over 2474889.84 frames. utt_duration=428.6 frames, utt_pad_proportion=0.0763, over 23176.28 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 07:30:16,223 INFO [train.py:927] (5/8) Epoch 18, batch 14250, giga_loss[loss=0.2261, simple_loss=0.3073, pruned_loss=0.07244, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03092, over 39.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3073, pruned_loss=0.07117, over 2473450.15 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07327, over 20574.97 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2831, pruned_loss=0.05469, over 2465237.08 frames. utt_duration=1249 frames, utt_pad_proportion=0.06375, over 7906.47 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3101, pruned_loss=0.0725, over 2474150.47 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07333, over 21937.47 utterances.], batch size: 39, lr: 2.22e-04
2022-09-01 07:32:06,675 INFO [train.py:927] (5/8) Epoch 18, batch 14300, giga_loss[loss=0.1895, simple_loss=0.2843, pruned_loss=0.04733, over 12367.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3053, pruned_loss=0.06918, over 2473427.03 frames. utt_duration=502.1 frames, utt_pad_proportion=0.0678, over 19761.41 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2828, pruned_loss=0.05458, over 2465325.09 frames. utt_duration=1255 frames, utt_pad_proportion=0.06276, over 7870.09 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3084, pruned_loss=0.07066, over 2474080.48 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06855, over 21135.90 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 07:33:49,329 INFO [train.py:927] (5/8) Epoch 18, batch 14350, giga_loss[loss=0.2482, simple_loss=0.3244, pruned_loss=0.086, over 12418.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06244, over 183.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3054, pruned_loss=0.06908, over 2473854.46 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06552, over 19285.54 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2832, pruned_loss=0.05498, over 2465459.12 frames. utt_duration=1243 frames, utt_pad_proportion=0.06653, over 7945.58 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.308, pruned_loss=0.07023, over 2474431.40 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06494, over 20580.35 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 07:35:32,806 INFO [train.py:927] (5/8) Epoch 18, batch 14400, giga_loss[loss=0.2604, simple_loss=0.3381, pruned_loss=0.09137, over 12400.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3051, pruned_loss=0.06969, over 2474275.97 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07337, over 20589.21 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2835, pruned_loss=0.05539, over 2465650.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.07097, over 8040.37 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3073, pruned_loss=0.07059, over 2474773.75 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07114, over 21811.27 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 07:37:15,861 INFO [train.py:927] (5/8) Epoch 18, batch 14450, giga_loss[loss=0.2396, simple_loss=0.3313, pruned_loss=0.07395, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03076, over 75.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3037, pruned_loss=0.06952, over 2474046.68 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06838, over 20002.70 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2833, pruned_loss=0.05538, over 2465492.53 frames. utt_duration=1233 frames, utt_pad_proportion=0.06941, over 8007.43 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3063, pruned_loss=0.07067, over 2474840.75 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06734, over 21379.33 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 07:38:58,857 INFO [train.py:927] (5/8) Epoch 18, batch 14500, giga_loss[loss=0.2231, simple_loss=0.304, pruned_loss=0.07108, over 12434.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0335, over 113.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3028, pruned_loss=0.06966, over 2474111.17 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07042, over 20073.84 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2836, pruned_loss=0.05581, over 2465318.86 frames. utt_duration=1227 frames, utt_pad_proportion=0.07145, over 8048.10 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3053, pruned_loss=0.07067, over 2475187.23 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06869, over 21566.72 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 07:40:42,762 INFO [train.py:927] (5/8) Epoch 18, batch 14550, giga_loss[loss=0.2021, simple_loss=0.2892, pruned_loss=0.05753, over 12248.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02898, over 54.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3022, pruned_loss=0.06916, over 2473386.93 frames. utt_duration=514.1 frames, utt_pad_proportion=0.07004, over 19299.19 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2838, pruned_loss=0.05601, over 2465491.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.07024, over 8043.41 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.07022, over 2474383.27 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06899, over 20866.77 utterances.], batch size: 54, lr: 2.22e-04
2022-09-01 07:42:25,717 INFO [train.py:927] (5/8) Epoch 18, batch 14600, libri_loss[loss=0.1661, simple_loss=0.2459, pruned_loss=0.04318, over 12231.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.0078, over 29.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3024, pruned_loss=0.06906, over 2472657.16 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0726, over 19464.94 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2837, pruned_loss=0.05618, over 2465389.33 frames. utt_duration=1232 frames, utt_pad_proportion=0.06897, over 8014.46 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3049, pruned_loss=0.07007, over 2473726.00 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07213, over 21020.49 utterances.], batch size: 29, lr: 2.22e-04
2022-09-01 07:44:13,530 INFO [train.py:927] (5/8) Epoch 18, batch 14650, giga_loss[loss=0.2067, simple_loss=0.2965, pruned_loss=0.05844, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3025, pruned_loss=0.06902, over 2473212.88 frames. utt_duration=501 frames, utt_pad_proportion=0.07465, over 19803.60 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2833, pruned_loss=0.05616, over 2465612.58 frames. utt_duration=1237 frames, utt_pad_proportion=0.06771, over 7979.53 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3052, pruned_loss=0.07012, over 2474043.86 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07456, over 21324.65 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 07:46:01,116 INFO [train.py:927] (5/8) Epoch 18, batch 14700, giga_loss[loss=0.2474, simple_loss=0.3202, pruned_loss=0.08728, over 12433.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3039, pruned_loss=0.07019, over 2473291.17 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07801, over 20026.63 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2839, pruned_loss=0.0563, over 2465404.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.06642, over 7957.41 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3064, pruned_loss=0.07147, over 2474453.86 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07833, over 21733.93 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 07:47:46,114 INFO [train.py:927] (5/8) Epoch 18, batch 14750, libri_loss[loss=0.2033, simple_loss=0.2877, pruned_loss=0.05951, over 12335.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006177, over 33.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3041, pruned_loss=0.07105, over 2474114.51 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07227, over 19458.31 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2838, pruned_loss=0.05629, over 2465696.03 frames. utt_duration=1246 frames, utt_pad_proportion=0.06545, over 7927.51 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3064, pruned_loss=0.07232, over 2474932.97 frames. utt_duration=471.8 frames, utt_pad_proportion=0.0733, over 21049.15 utterances.], batch size: 33, lr: 2.22e-04
2022-09-01 07:49:31,889 INFO [train.py:927] (5/8) Epoch 18, batch 14800, giga_loss[loss=0.215, simple_loss=0.2956, pruned_loss=0.06723, over 12360.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03885, over 113.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3041, pruned_loss=0.07134, over 2473318.62 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07791, over 20234.19 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2839, pruned_loss=0.05631, over 2465529.42 frames. utt_duration=1244 frames, utt_pad_proportion=0.06564, over 7936.74 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3062, pruned_loss=0.07253, over 2474211.12 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07832, over 21641.28 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 07:51:13,940 INFO [train.py:927] (5/8) Epoch 18, batch 14850, giga_loss[loss=0.2057, simple_loss=0.2997, pruned_loss=0.05579, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03411, over 51.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3031, pruned_loss=0.07004, over 2473395.30 frames. utt_duration=489.8 frames, utt_pad_proportion=0.0764, over 20261.12 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2838, pruned_loss=0.05652, over 2465098.42 frames. utt_duration=1246 frames, utt_pad_proportion=0.06414, over 7924.56 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3057, pruned_loss=0.07142, over 2474900.43 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07754, over 21957.91 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 07:53:01,636 INFO [train.py:927] (5/8) Epoch 18, batch 14900, giga_loss[loss=0.226, simple_loss=0.301, pruned_loss=0.07547, over 12406.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3013, pruned_loss=0.06937, over 2473636.09 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07364, over 20062.89 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.284, pruned_loss=0.05673, over 2465040.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.06677, over 7988.27 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3037, pruned_loss=0.07066, over 2475118.84 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07412, over 21703.91 utterances.], batch size: 161, lr: 2.22e-04
2022-09-01 07:54:47,185 INFO [train.py:927] (5/8) Epoch 18, batch 14950, giga_loss[loss=0.2387, simple_loss=0.3176, pruned_loss=0.07989, over 12418.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3022, pruned_loss=0.07054, over 2474005.76 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07316, over 20538.45 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2839, pruned_loss=0.05674, over 2465449.26 frames. utt_duration=1240 frames, utt_pad_proportion=0.06502, over 7960.14 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3048, pruned_loss=0.07201, over 2475095.70 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07425, over 22303.46 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 07:56:34,782 INFO [train.py:927] (5/8) Epoch 18, batch 15000, giga_loss[loss=0.2281, simple_loss=0.3281, pruned_loss=0.06403, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3057, pruned_loss=0.07138, over 2474053.02 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07626, over 20475.86 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2842, pruned_loss=0.05686, over 2465330.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.06356, over 7930.60 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3081, pruned_loss=0.0728, over 2475249.90 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07739, over 22231.75 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 07:56:34,783 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 07:56:48,532 INFO [train.py:967] (5/8) 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 07:58:34,757 INFO [train.py:927] (5/8) Epoch 18, batch 15050, giga_loss[loss=0.2393, simple_loss=0.3206, pruned_loss=0.07905, over 12335.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 97.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3073, pruned_loss=0.0718, over 2474352.33 frames. utt_duration=467.8 frames, utt_pad_proportion=0.0772, over 21224.96 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2842, pruned_loss=0.05692, over 2465518.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.06395, over 7952.32 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3094, pruned_loss=0.073, over 2475206.93 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07792, over 22702.44 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 08:00:18,629 INFO [train.py:927] (5/8) Epoch 18, batch 15100, giga_loss[loss=0.2362, simple_loss=0.3138, pruned_loss=0.07926, over 12428.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.03072, over 55.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3082, pruned_loss=0.07258, over 2474174.84 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07343, over 21012.15 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2839, pruned_loss=0.05684, over 2465639.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.06327, over 7926.15 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3103, pruned_loss=0.07379, over 2474847.31 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07446, over 22374.15 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 08:02:01,484 INFO [train.py:927] (5/8) Epoch 18, batch 15150, giga_loss[loss=0.2454, simple_loss=0.3278, pruned_loss=0.08147, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04272, over 33.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07246, over 2474541.70 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07459, over 21337.93 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2842, pruned_loss=0.05695, over 2465849.64 frames. utt_duration=1247 frames, utt_pad_proportion=0.06254, over 7921.24 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3088, pruned_loss=0.07352, over 2475010.68 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07561, over 22585.59 utterances.], batch size: 33, lr: 2.22e-04
2022-09-01 08:03:41,767 INFO [train.py:927] (5/8) Epoch 18, batch 15200, giga_loss[loss=0.2283, simple_loss=0.3072, pruned_loss=0.07473, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03202, over 97.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3066, pruned_loss=0.07239, over 2474459.89 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07153, over 20998.21 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2841, pruned_loss=0.05691, over 2465665.72 frames. utt_duration=1252 frames, utt_pad_proportion=0.06176, over 7889.09 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3084, pruned_loss=0.07352, over 2475143.17 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07284, over 22245.48 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 08:05:27,314 INFO [train.py:927] (5/8) Epoch 18, batch 15250, libri_loss[loss=0.187, simple_loss=0.2791, pruned_loss=0.0474, over 12124.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006201, over 32.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3066, pruned_loss=0.07317, over 2474678.67 frames. utt_duration=479 frames, utt_pad_proportion=0.06769, over 20728.39 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.284, pruned_loss=0.05695, over 2465445.74 frames. utt_duration=1257 frames, utt_pad_proportion=0.06045, over 7854.79 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.07451, over 2475686.71 frames. utt_duration=448.9 frames, utt_pad_proportion=0.06944, over 22131.75 utterances.], batch size: 32, lr: 2.22e-04
2022-09-01 08:07:08,929 INFO [train.py:927] (5/8) Epoch 18, batch 15300, libri_loss[loss=0.2412, simple_loss=0.3084, pruned_loss=0.08698, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006864, over 31.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3046, pruned_loss=0.07254, over 2474242.01 frames. utt_duration=491.5 frames, utt_pad_proportion=0.0667, over 20197.54 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2838, pruned_loss=0.05701, over 2465466.07 frames. utt_duration=1262 frames, utt_pad_proportion=0.05947, over 7821.82 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.307, pruned_loss=0.07391, over 2475224.23 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06859, over 21643.91 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 08:08:54,053 INFO [train.py:927] (5/8) Epoch 18, batch 15350, giga_loss[loss=0.235, simple_loss=0.3141, pruned_loss=0.07799, over 12361.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03157, over 97.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3075, pruned_loss=0.07471, over 2474562.76 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07819, over 22092.96 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2838, pruned_loss=0.05705, over 2465785.29 frames. utt_duration=1264 frames, utt_pad_proportion=0.05877, over 7809.52 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3098, pruned_loss=0.07598, over 2475175.02 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07925, over 23424.80 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 08:10:38,054 INFO [train.py:927] (5/8) Epoch 18, batch 15400, giga_loss[loss=0.199, simple_loss=0.3024, pruned_loss=0.04775, over 12096.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03105, over 30.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3083, pruned_loss=0.07389, over 2473819.45 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07555, over 21332.88 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2843, pruned_loss=0.05736, over 2465959.23 frames. utt_duration=1261 frames, utt_pad_proportion=0.05843, over 7833.27 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.31, pruned_loss=0.07493, over 2474302.69 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0768, over 22606.37 utterances.], batch size: 30, lr: 2.22e-04
2022-09-01 08:12:25,010 INFO [train.py:927] (5/8) Epoch 18, batch 15450, giga_loss[loss=0.2262, simple_loss=0.3183, pruned_loss=0.06703, over 12359.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03175, over 58.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3106, pruned_loss=0.07334, over 2474157.20 frames. utt_duration=470 frames, utt_pad_proportion=0.07449, over 21121.89 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2847, pruned_loss=0.05763, over 2466328.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.0618, over 7901.04 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3119, pruned_loss=0.07414, over 2474301.23 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07458, over 22251.15 utterances.], batch size: 58, lr: 2.22e-04
2022-09-01 08:14:05,430 INFO [train.py:927] (5/8) Epoch 18, batch 15500, giga_loss[loss=0.2524, simple_loss=0.3259, pruned_loss=0.08945, over 12409.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3131, pruned_loss=0.07501, over 2473814.48 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07155, over 20274.58 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2851, pruned_loss=0.05786, over 2466263.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.06052, over 7875.21 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3146, pruned_loss=0.07587, over 2474194.04 frames. utt_duration=461 frames, utt_pad_proportion=0.07227, over 21537.64 utterances.], batch size: 122, lr: 2.22e-04
2022-09-01 08:15:47,715 INFO [train.py:927] (5/8) Epoch 18, batch 15550, giga_loss[loss=0.2295, simple_loss=0.3131, pruned_loss=0.073, over 12356.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04301, over 133.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3138, pruned_loss=0.07608, over 2473645.53 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07382, over 20782.16 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2857, pruned_loss=0.05824, over 2466230.90 frames. utt_duration=1251 frames, utt_pad_proportion=0.05997, over 7893.43 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3151, pruned_loss=0.07683, over 2474123.50 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07456, over 22061.78 utterances.], batch size: 133, lr: 2.22e-04
2022-09-01 08:17:28,079 INFO [train.py:927] (5/8) Epoch 18, batch 15600, giga_loss[loss=0.2147, simple_loss=0.3114, pruned_loss=0.059, over 12449.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03562, over 86.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3129, pruned_loss=0.07528, over 2474174.29 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07998, over 21521.82 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2853, pruned_loss=0.05809, over 2466383.95 frames. utt_duration=1257 frames, utt_pad_proportion=0.0584, over 7856.35 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3153, pruned_loss=0.07666, over 2474705.93 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08091, over 23080.21 utterances.], batch size: 86, lr: 2.22e-04
2022-09-01 08:19:12,550 INFO [train.py:927] (5/8) Epoch 18, batch 15650, giga_loss[loss=0.2011, simple_loss=0.2989, pruned_loss=0.05164, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03388, over 36.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3131, pruned_loss=0.07445, over 2474085.89 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07752, over 20712.97 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2857, pruned_loss=0.05839, over 2466427.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.06232, over 7943.12 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3153, pruned_loss=0.07565, over 2474621.88 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07736, over 22173.96 utterances.], batch size: 36, lr: 2.22e-04
2022-09-01 08:20:53,711 INFO [train.py:927] (5/8) Epoch 18, batch 15700, giga_loss[loss=0.2288, simple_loss=0.3122, pruned_loss=0.07266, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03371, over 36.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3125, pruned_loss=0.07388, over 2474281.11 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07325, over 19876.05 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2856, pruned_loss=0.05839, over 2466623.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.06212, over 7950.84 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3149, pruned_loss=0.0752, over 2474695.65 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07357, over 21313.85 utterances.], batch size: 36, lr: 2.22e-04
2022-09-01 08:22:40,215 INFO [train.py:927] (5/8) Epoch 18, batch 15750, giga_loss[loss=0.2805, simple_loss=0.34, pruned_loss=0.1105, over 12383.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09776, over 256.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3121, pruned_loss=0.07438, over 2474657.60 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07429, over 20568.01 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.286, pruned_loss=0.05843, over 2466844.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06122, over 7947.92 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3141, pruned_loss=0.07568, over 2474924.00 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07482, over 21920.04 utterances.], batch size: 256, lr: 2.22e-04
2022-09-01 08:24:23,815 INFO [train.py:927] (5/8) Epoch 18, batch 15800, giga_loss[loss=0.2875, simple_loss=0.3439, pruned_loss=0.1155, over 12364.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3103, pruned_loss=0.0745, over 2474628.84 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07402, over 20982.79 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.286, pruned_loss=0.05841, over 2466847.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.06068, over 7935.77 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3123, pruned_loss=0.07576, over 2474956.74 frames. utt_duration=446.6 frames, utt_pad_proportion=0.0747, over 22239.59 utterances.], batch size: 182, lr: 2.22e-04
2022-09-01 08:26:03,365 INFO [train.py:927] (5/8) Epoch 18, batch 15850, giga_loss[loss=0.2183, simple_loss=0.3127, pruned_loss=0.06196, over 12448.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04271, over 114.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.309, pruned_loss=0.0747, over 2474844.96 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07605, over 21696.93 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2858, pruned_loss=0.05842, over 2466801.65 frames. utt_duration=1247 frames, utt_pad_proportion=0.05993, over 7919.11 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3112, pruned_loss=0.07596, over 2475293.84 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07679, over 22939.01 utterances.], batch size: 114, lr: 2.22e-04
2022-09-01 08:27:43,366 INFO [train.py:927] (5/8) Epoch 18, batch 15900, giga_loss[loss=0.2204, simple_loss=0.3132, pruned_loss=0.0638, over 12326.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3058, pruned_loss=0.07154, over 2474619.13 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07313, over 21189.44 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2854, pruned_loss=0.05828, over 2466630.05 frames. utt_duration=1254 frames, utt_pad_proportion=0.05889, over 7880.56 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3084, pruned_loss=0.073, over 2475314.91 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07431, over 22521.03 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 08:29:31,538 INFO [train.py:927] (5/8) Epoch 18, batch 15950, giga_loss[loss=0.2271, simple_loss=0.3074, pruned_loss=0.07344, over 12424.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3038, pruned_loss=0.07108, over 2474446.23 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07722, over 22041.37 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2849, pruned_loss=0.05811, over 2466731.39 frames. utt_duration=1258 frames, utt_pad_proportion=0.05842, over 7851.50 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3065, pruned_loss=0.07255, over 2475014.07 frames. utt_duration=426.3 frames, utt_pad_proportion=0.07807, over 23301.89 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 08:31:14,644 INFO [train.py:927] (5/8) Epoch 18, batch 16000, giga_loss[loss=0.2205, simple_loss=0.3115, pruned_loss=0.06471, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3035, pruned_loss=0.07106, over 2474532.53 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07277, over 21321.20 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2848, pruned_loss=0.05818, over 2466600.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.05764, over 7817.72 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3061, pruned_loss=0.07239, over 2475255.11 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07401, over 22598.89 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 08:32:58,593 INFO [train.py:927] (5/8) Epoch 18, batch 16050, giga_loss[loss=0.234, simple_loss=0.3086, pruned_loss=0.07973, over 12345.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3045, pruned_loss=0.07146, over 2473838.36 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07066, over 21306.42 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2847, pruned_loss=0.05828, over 2466410.35 frames. utt_duration=1264 frames, utt_pad_proportion=0.0574, over 7815.17 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.0727, over 2474743.95 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07192, over 22614.86 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 08:34:40,906 INFO [train.py:927] (5/8) Epoch 18, batch 16100, giga_loss[loss=0.2157, simple_loss=0.3049, pruned_loss=0.06325, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0405, over 33.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3046, pruned_loss=0.07143, over 2473060.01 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07322, over 20916.82 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2851, pruned_loss=0.05855, over 2466147.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.05733, over 7856.65 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3071, pruned_loss=0.07272, over 2474333.66 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07431, over 22474.65 utterances.], batch size: 33, lr: 2.22e-04
2022-09-01 08:36:26,256 INFO [train.py:927] (5/8) Epoch 18, batch 16150, giga_loss[loss=0.2539, simple_loss=0.3105, pruned_loss=0.0987, over 12335.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 370.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3051, pruned_loss=0.07178, over 2473087.71 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07362, over 21087.85 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2844, pruned_loss=0.05829, over 2466067.48 frames. utt_duration=1258 frames, utt_pad_proportion=0.0571, over 7848.94 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3083, pruned_loss=0.07341, over 2474398.70 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07464, over 22699.83 utterances.], batch size: 370, lr: 2.22e-04
2022-09-01 08:38:12,721 INFO [train.py:927] (5/8) Epoch 18, batch 16200, giga_loss[loss=0.2041, simple_loss=0.2911, pruned_loss=0.05856, over 12389.00 frames. utt_duration=902.5 frames, utt_pad_proportion=0.0337, over 55.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3063, pruned_loss=0.07223, over 2473391.58 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06858, over 20601.84 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2843, pruned_loss=0.05826, over 2466367.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.05681, over 7847.80 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3094, pruned_loss=0.07385, over 2474332.72 frames. utt_duration=447.9 frames, utt_pad_proportion=0.06993, over 22171.71 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 08:40:02,384 INFO [train.py:927] (5/8) Epoch 18, batch 16250, giga_loss[loss=0.2286, simple_loss=0.3235, pruned_loss=0.06688, over 12339.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.03092, over 70.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3058, pruned_loss=0.07105, over 2473455.63 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06449, over 20342.65 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2842, pruned_loss=0.05832, over 2466702.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.0556, over 7833.47 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.309, pruned_loss=0.07267, over 2474094.28 frames. utt_duration=452 frames, utt_pad_proportion=0.06633, over 21963.86 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 08:41:53,091 INFO [train.py:927] (5/8) Epoch 18, batch 16300, giga_loss[loss=0.2336, simple_loss=0.308, pruned_loss=0.07961, over 12450.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03469, over 98.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3061, pruned_loss=0.07122, over 2473752.85 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06848, over 20575.36 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2841, pruned_loss=0.05822, over 2466727.77 frames. utt_duration=1262 frames, utt_pad_proportion=0.05539, over 7827.30 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3088, pruned_loss=0.07264, over 2474261.66 frames. utt_duration=453.2 frames, utt_pad_proportion=0.06978, over 21908.34 utterances.], batch size: 98, lr: 2.22e-04
2022-09-01 08:43:38,095 INFO [train.py:927] (5/8) Epoch 18, batch 16350, giga_loss[loss=0.235, simple_loss=0.3148, pruned_loss=0.07763, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02603, over 91.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3053, pruned_loss=0.07102, over 2473917.25 frames. utt_duration=492.9 frames, utt_pad_proportion=0.0682, over 20137.16 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2846, pruned_loss=0.05829, over 2466824.73 frames. utt_duration=1264 frames, utt_pad_proportion=0.05455, over 7813.85 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07231, over 2474362.38 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06962, over 21431.95 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 08:45:22,705 INFO [train.py:927] (5/8) Epoch 18, batch 16400, libri_loss[loss=0.1765, simple_loss=0.2651, pruned_loss=0.0439, over 12170.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007555, over 33.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.305, pruned_loss=0.07162, over 2474597.86 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07433, over 21139.42 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2845, pruned_loss=0.05819, over 2466761.81 frames. utt_duration=1264 frames, utt_pad_proportion=0.05432, over 7813.55 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07291, over 2475126.48 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07525, over 22340.80 utterances.], batch size: 33, lr: 2.22e-04
2022-09-01 08:47:09,787 INFO [train.py:927] (5/8) Epoch 18, batch 16450, giga_loss[loss=0.2423, simple_loss=0.323, pruned_loss=0.08082, over 12416.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03947, over 37.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.305, pruned_loss=0.07196, over 2474867.81 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07203, over 21189.69 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2845, pruned_loss=0.05816, over 2466959.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05392, over 7802.43 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3068, pruned_loss=0.07313, over 2475186.52 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07304, over 22257.20 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 08:48:57,427 INFO [train.py:927] (5/8) Epoch 18, batch 16500, libri_loss[loss=0.1723, simple_loss=0.2482, pruned_loss=0.04817, over 12307.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008833, over 28.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3071, pruned_loss=0.07408, over 2474943.56 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07476, over 21853.32 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2842, pruned_loss=0.05807, over 2466768.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.05359, over 7782.45 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.309, pruned_loss=0.07522, over 2475434.41 frames. utt_duration=435 frames, utt_pad_proportion=0.07557, over 22838.95 utterances.], batch size: 28, lr: 2.22e-04
2022-09-01 08:50:41,975 INFO [train.py:927] (5/8) Epoch 18, batch 16550, libri_loss[loss=0.2033, simple_loss=0.2876, pruned_loss=0.05947, over 12361.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004826, over 33.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3068, pruned_loss=0.07469, over 2474737.49 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07922, over 22040.40 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2838, pruned_loss=0.05799, over 2466909.24 frames. utt_duration=1275 frames, utt_pad_proportion=0.05261, over 7751.20 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3092, pruned_loss=0.07603, over 2475183.10 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0801, over 23168.75 utterances.], batch size: 33, lr: 2.22e-04
2022-09-01 08:52:24,474 INFO [train.py:927] (5/8) Epoch 18, batch 16600, giga_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05616, over 12435.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.307, pruned_loss=0.07504, over 2475103.70 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07936, over 22399.66 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2837, pruned_loss=0.05795, over 2466819.30 frames. utt_duration=1280 frames, utt_pad_proportion=0.05145, over 7717.14 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3096, pruned_loss=0.07662, over 2475755.37 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08061, over 23738.66 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 08:54:09,851 INFO [train.py:927] (5/8) Epoch 18, batch 16650, giga_loss[loss=0.241, simple_loss=0.3185, pruned_loss=0.08182, over 12375.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03373, over 104.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3058, pruned_loss=0.07357, over 2475438.87 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07696, over 21052.14 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2835, pruned_loss=0.05789, over 2466942.98 frames. utt_duration=1282 frames, utt_pad_proportion=0.0508, over 7707.39 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3087, pruned_loss=0.07535, over 2476090.30 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0786, over 22525.19 utterances.], batch size: 104, lr: 2.22e-04
2022-09-01 08:55:55,591 INFO [train.py:927] (5/8) Epoch 18, batch 16700, giga_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07998, over 12364.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03652, over 113.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.307, pruned_loss=0.07436, over 2475468.43 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07131, over 20403.70 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2834, pruned_loss=0.05784, over 2466786.27 frames. utt_duration=1284 frames, utt_pad_proportion=0.05042, over 7696.34 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.07596, over 2476213.15 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07315, over 21693.83 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 08:57:40,529 INFO [train.py:927] (5/8) Epoch 18, batch 16750, giga_loss[loss=0.2238, simple_loss=0.3152, pruned_loss=0.0662, over 12374.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.0742, over 2475603.13 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06986, over 20476.72 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2834, pruned_loss=0.05779, over 2466462.21 frames. utt_duration=1285 frames, utt_pad_proportion=0.05012, over 7686.89 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3105, pruned_loss=0.07575, over 2476630.88 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07158, over 21691.27 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 08:59:26,015 INFO [train.py:927] (5/8) Epoch 18, batch 16800, giga_loss[loss=0.2012, simple_loss=0.2902, pruned_loss=0.05609, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03914, over 31.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.073, over 2476315.73 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06743, over 20035.33 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2836, pruned_loss=0.05789, over 2466782.43 frames. utt_duration=1286 frames, utt_pad_proportion=0.04937, over 7681.95 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3092, pruned_loss=0.07449, over 2477056.17 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06933, over 21280.68 utterances.], batch size: 31, lr: 2.21e-04
2022-09-01 09:01:09,758 INFO [train.py:927] (5/8) Epoch 18, batch 16850, giga_loss[loss=0.2161, simple_loss=0.3019, pruned_loss=0.06515, over 12424.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03829, over 133.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3067, pruned_loss=0.07295, over 2475218.26 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06727, over 19738.78 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2839, pruned_loss=0.05811, over 2466934.82 frames. utt_duration=1288 frames, utt_pad_proportion=0.04856, over 7672.04 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3088, pruned_loss=0.07429, over 2475871.28 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06921, over 21031.14 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:02:55,432 INFO [train.py:927] (5/8) Epoch 18, batch 16900, giga_loss[loss=0.1924, simple_loss=0.2741, pruned_loss=0.05528, over 12261.00 frames. utt_duration=1888 frames, utt_pad_proportion=0.05464, over 26.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3065, pruned_loss=0.07354, over 2473932.35 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06691, over 18987.50 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2838, pruned_loss=0.05828, over 2466528.29 frames. utt_duration=1286 frames, utt_pad_proportion=0.04794, over 7681.72 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07523, over 2475233.65 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06905, over 20620.32 utterances.], batch size: 26, lr: 2.21e-04
2022-09-01 09:04:39,716 INFO [train.py:927] (5/8) Epoch 18, batch 16950, giga_loss[loss=0.2371, simple_loss=0.3199, pruned_loss=0.07717, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04336, over 26.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3082, pruned_loss=0.0753, over 2473677.98 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07103, over 19395.82 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2837, pruned_loss=0.05825, over 2466412.65 frames. utt_duration=1287 frames, utt_pad_proportion=0.04777, over 7674.31 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3107, pruned_loss=0.07673, over 2474829.43 frames. utt_duration=479 frames, utt_pad_proportion=0.07251, over 20730.48 utterances.], batch size: 26, lr: 2.21e-04
2022-09-01 09:06:23,887 INFO [train.py:927] (5/8) Epoch 18, batch 17000, giga_loss[loss=0.2173, simple_loss=0.3125, pruned_loss=0.06103, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03958, over 113.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3084, pruned_loss=0.07543, over 2473454.45 frames. utt_duration=489.7 frames, utt_pad_proportion=0.08107, over 20264.83 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2836, pruned_loss=0.05813, over 2466127.68 frames. utt_duration=1287 frames, utt_pad_proportion=0.04773, over 7675.22 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3111, pruned_loss=0.07709, over 2474804.24 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08191, over 21618.02 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 09:08:06,014 INFO [train.py:927] (5/8) Epoch 18, batch 17050, giga_loss[loss=0.2264, simple_loss=0.3049, pruned_loss=0.074, over 12173.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03345, over 39.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07527, over 2473633.09 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07877, over 20185.92 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2839, pruned_loss=0.0584, over 2466173.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.05259, over 7749.78 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07665, over 2474810.59 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07822, over 21416.13 utterances.], batch size: 39, lr: 2.21e-04
2022-09-01 09:09:50,188 INFO [train.py:927] (5/8) Epoch 18, batch 17100, giga_loss[loss=0.267, simple_loss=0.3386, pruned_loss=0.09776, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07464, over 2474314.90 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07615, over 20101.31 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2841, pruned_loss=0.05842, over 2466231.06 frames. utt_duration=1278 frames, utt_pad_proportion=0.05162, over 7728.24 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3104, pruned_loss=0.07611, over 2475365.99 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07638, over 21387.53 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:11:35,339 INFO [train.py:927] (5/8) Epoch 18, batch 17150, giga_loss[loss=0.2166, simple_loss=0.3008, pruned_loss=0.06621, over 12430.00 frames. utt_duration=711.9 frames, utt_pad_proportion=0.02346, over 70.00 utterances.], tot_loss[loss=0.229, simple_loss=0.308, pruned_loss=0.07498, over 2474597.93 frames. utt_duration=466.9 frames, utt_pad_proportion=0.08117, over 21266.93 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2841, pruned_loss=0.05849, over 2466171.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.0517, over 7740.76 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3102, pruned_loss=0.07638, over 2475629.85 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08125, over 22512.62 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 09:13:21,614 INFO [train.py:927] (5/8) Epoch 18, batch 17200, libri_loss[loss=0.2108, simple_loss=0.2968, pruned_loss=0.06245, over 12489.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005806, over 36.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3044, pruned_loss=0.07304, over 2475104.20 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07938, over 20965.34 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2843, pruned_loss=0.05855, over 2466333.17 frames. utt_duration=1276 frames, utt_pad_proportion=0.05131, over 7740.34 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3061, pruned_loss=0.07422, over 2475836.90 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07975, over 22071.87 utterances.], batch size: 36, lr: 2.21e-04
2022-09-01 09:15:09,465 INFO [train.py:927] (5/8) Epoch 18, batch 17250, giga_loss[loss=0.1852, simple_loss=0.2706, pruned_loss=0.04995, over 12441.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03499, over 43.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3041, pruned_loss=0.07335, over 2475277.22 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07813, over 21503.82 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2844, pruned_loss=0.05861, over 2466353.37 frames. utt_duration=1278 frames, utt_pad_proportion=0.0507, over 7730.30 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3056, pruned_loss=0.07443, over 2475941.36 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07877, over 22565.40 utterances.], batch size: 43, lr: 2.21e-04
2022-09-01 09:16:52,786 INFO [train.py:927] (5/8) Epoch 18, batch 17300, giga_loss[loss=0.2139, simple_loss=0.3032, pruned_loss=0.06226, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03185, over 85.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3029, pruned_loss=0.07066, over 2475037.53 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07765, over 22309.28 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2845, pruned_loss=0.05865, over 2466001.14 frames. utt_duration=1281 frames, utt_pad_proportion=0.0496, over 7711.50 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3047, pruned_loss=0.07186, over 2476132.19 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07869, over 23558.74 utterances.], batch size: 85, lr: 2.21e-04
2022-09-01 09:18:37,423 INFO [train.py:927] (5/8) Epoch 18, batch 17350, giga_loss[loss=0.2102, simple_loss=0.2927, pruned_loss=0.06387, over 12424.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07589, over 213.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3005, pruned_loss=0.06727, over 2475283.04 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07656, over 23081.26 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2841, pruned_loss=0.05852, over 2466082.59 frames. utt_duration=1284 frames, utt_pad_proportion=0.04909, over 7689.97 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3024, pruned_loss=0.06844, over 2476220.57 frames. utt_duration=409.3 frames, utt_pad_proportion=0.07765, over 24288.39 utterances.], batch size: 213, lr: 2.21e-04
2022-09-01 09:20:20,904 INFO [train.py:927] (5/8) Epoch 18, batch 17400, giga_loss[loss=0.2057, simple_loss=0.3058, pruned_loss=0.05281, over 12281.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02407, over 54.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.299, pruned_loss=0.06427, over 2475158.90 frames. utt_duration=435.4 frames, utt_pad_proportion=0.0716, over 22813.63 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2837, pruned_loss=0.05838, over 2466074.78 frames. utt_duration=1289 frames, utt_pad_proportion=0.04843, over 7659.36 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.06547, over 2476072.29 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07302, over 24068.35 utterances.], batch size: 54, lr: 2.21e-04
2022-09-01 09:22:03,343 INFO [train.py:927] (5/8) Epoch 18, batch 17450, giga_loss[loss=0.2489, simple_loss=0.3413, pruned_loss=0.07819, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2998, pruned_loss=0.06346, over 2475863.38 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06636, over 22718.11 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2837, pruned_loss=0.05832, over 2466465.93 frames. utt_duration=1292 frames, utt_pad_proportion=0.04773, over 7643.23 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3018, pruned_loss=0.06455, over 2476408.19 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06804, over 23985.49 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 09:23:43,736 INFO [train.py:927] (5/8) Epoch 18, batch 17500, giga_loss[loss=0.1808, simple_loss=0.274, pruned_loss=0.0438, over 12380.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2971, pruned_loss=0.06137, over 2476034.79 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06845, over 23939.92 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2836, pruned_loss=0.05827, over 2466129.11 frames. utt_duration=1296 frames, utt_pad_proportion=0.04703, over 7622.51 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.299, pruned_loss=0.06237, over 2476927.61 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06989, over 25235.41 utterances.], batch size: 212, lr: 2.21e-04
2022-09-01 09:25:26,961 INFO [train.py:927] (5/8) Epoch 18, batch 17550, giga_loss[loss=0.167, simple_loss=0.2621, pruned_loss=0.03594, over 12359.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.032, over 58.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2958, pruned_loss=0.05983, over 2475707.04 frames. utt_duration=409.3 frames, utt_pad_proportion=0.069, over 24282.37 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2839, pruned_loss=0.05836, over 2466028.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.04738, over 7642.23 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2971, pruned_loss=0.06057, over 2476616.68 frames. utt_duration=390 frames, utt_pad_proportion=0.07011, over 25495.71 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 09:27:06,993 INFO [train.py:927] (5/8) Epoch 18, batch 17600, giga_loss[loss=0.1994, simple_loss=0.2924, pruned_loss=0.05321, over 12340.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03347, over 97.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05814, over 2475757.90 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06484, over 23017.20 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2842, pruned_loss=0.0585, over 2466441.31 frames. utt_duration=1300 frames, utt_pad_proportion=0.04529, over 7597.85 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2953, pruned_loss=0.05866, over 2476671.00 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06691, over 24929.07 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 09:28:51,735 INFO [train.py:927] (5/8) Epoch 18, batch 17650, libri_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07282, over 12350.00 frames. utt_duration=951.7 frames, utt_pad_proportion=0.07782, over 52.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05601, over 2475959.50 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06597, over 23176.76 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2841, pruned_loss=0.05862, over 2466498.71 frames. utt_duration=1301 frames, utt_pad_proportion=0.04498, over 7594.18 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05629, over 2476845.41 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06775, over 25053.24 utterances.], batch size: 52, lr: 2.21e-04
2022-09-01 09:30:36,696 INFO [train.py:927] (5/8) Epoch 18, batch 17700, giga_loss[loss=0.2066, simple_loss=0.3038, pruned_loss=0.05473, over 12463.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2889, pruned_loss=0.05542, over 2476856.24 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06704, over 23757.37 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2844, pruned_loss=0.0587, over 2466711.07 frames. utt_duration=1296 frames, utt_pad_proportion=0.04555, over 7623.23 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.05554, over 2477455.82 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06827, over 25341.97 utterances.], batch size: 98, lr: 2.21e-04
2022-09-01 09:32:39,248 INFO [train.py:927] (5/8) Epoch 18, batch 17750, giga_loss[loss=0.1894, simple_loss=0.2831, pruned_loss=0.04787, over 12390.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0748, over 212.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2897, pruned_loss=0.05518, over 2476523.85 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06595, over 24178.91 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2842, pruned_loss=0.05867, over 2466535.84 frames. utt_duration=1299 frames, utt_pad_proportion=0.04509, over 7601.96 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2907, pruned_loss=0.05526, over 2477306.43 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06716, over 25679.14 utterances.], batch size: 212, lr: 2.21e-04
2022-09-01 09:34:47,893 INFO [train.py:927] (5/8) Epoch 18, batch 17800, giga_loss[loss=0.1934, simple_loss=0.2802, pruned_loss=0.0533, over 12445.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02953, over 75.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2892, pruned_loss=0.05511, over 2476897.99 frames. utt_duration=409 frames, utt_pad_proportion=0.06632, over 24306.94 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2844, pruned_loss=0.0588, over 2466527.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.04466, over 7603.93 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2899, pruned_loss=0.05501, over 2477654.31 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06748, over 25718.36 utterances.], batch size: 75, lr: 2.21e-04
2022-09-01 09:36:47,767 INFO [train.py:927] (5/8) Epoch 18, batch 17850, giga_loss[loss=0.1791, simple_loss=0.2758, pruned_loss=0.0412, over 12385.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03087, over 97.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2876, pruned_loss=0.05353, over 2477432.42 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06731, over 24770.30 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2841, pruned_loss=0.05869, over 2466624.28 frames. utt_duration=1303 frames, utt_pad_proportion=0.04403, over 7579.03 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2885, pruned_loss=0.05348, over 2478145.63 frames. utt_duration=379.5 frames, utt_pad_proportion=0.0684, over 26214.61 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 09:38:56,366 INFO [train.py:927] (5/8) Epoch 18, batch 17900, giga_loss[loss=0.2096, simple_loss=0.3025, pruned_loss=0.05838, over 12429.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2847, pruned_loss=0.05239, over 2477742.55 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06485, over 24060.10 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2839, pruned_loss=0.0586, over 2466802.74 frames. utt_duration=1306 frames, utt_pad_proportion=0.04372, over 7566.26 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05237, over 2478234.82 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06599, over 25364.26 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:40:48,856 INFO [train.py:927] (5/8) Epoch 18, batch 17950, giga_loss[loss=0.2094, simple_loss=0.303, pruned_loss=0.05788, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02808, over 80.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2849, pruned_loss=0.0524, over 2478275.70 frames. utt_duration=411 frames, utt_pad_proportion=0.06576, over 24193.74 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2844, pruned_loss=0.05888, over 2467037.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.04769, over 7645.56 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05205, over 2478664.67 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06575, over 25446.83 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 09:43:02,695 INFO [train.py:927] (5/8) Epoch 18, batch 18000, giga_loss[loss=0.1583, simple_loss=0.2549, pruned_loss=0.03082, over 12415.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2853, pruned_loss=0.05245, over 2478331.84 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06702, over 24426.87 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2843, pruned_loss=0.0591, over 2467086.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.05117, over 7694.03 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2856, pruned_loss=0.05181, over 2478873.62 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06614, over 25760.07 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:43:02,695 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 09:43:18,114 INFO [train.py:967] (5/8) 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 09:45:18,276 INFO [train.py:927] (5/8) Epoch 18, batch 18050, giga_loss[loss=0.1829, simple_loss=0.2806, pruned_loss=0.04256, over 12431.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.05245, over 2478227.14 frames. utt_duration=407 frames, utt_pad_proportion=0.06537, over 24431.87 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2844, pruned_loss=0.05924, over 2467146.96 frames. utt_duration=1286 frames, utt_pad_proportion=0.05039, over 7679.87 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2857, pruned_loss=0.05165, over 2478872.85 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06506, over 25888.49 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 09:47:19,254 INFO [train.py:927] (5/8) Epoch 18, batch 18100, giga_loss[loss=0.173, simple_loss=0.2832, pruned_loss=0.03139, over 12440.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02955, over 75.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2876, pruned_loss=0.05164, over 2478789.23 frames. utt_duration=396.1 frames, utt_pad_proportion=0.0654, over 25113.35 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2845, pruned_loss=0.05926, over 2466995.66 frames. utt_duration=1289 frames, utt_pad_proportion=0.04982, over 7663.74 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2877, pruned_loss=0.05089, over 2479599.58 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06537, over 26503.76 utterances.], batch size: 75, lr: 2.21e-04
2022-09-01 09:49:29,714 INFO [train.py:927] (5/8) Epoch 18, batch 18150, giga_loss[loss=0.1819, simple_loss=0.2817, pruned_loss=0.04105, over 12361.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2874, pruned_loss=0.05058, over 2478338.25 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06631, over 25057.23 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2846, pruned_loss=0.05937, over 2467001.26 frames. utt_duration=1292 frames, utt_pad_proportion=0.04909, over 7643.66 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2874, pruned_loss=0.04974, over 2479192.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06651, over 26493.51 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 09:51:30,935 INFO [train.py:927] (5/8) Epoch 18, batch 18200, giga_loss[loss=0.177, simple_loss=0.2692, pruned_loss=0.04237, over 12464.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2867, pruned_loss=0.05038, over 2478119.92 frames. utt_duration=412 frames, utt_pad_proportion=0.06425, over 24131.55 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2848, pruned_loss=0.0595, over 2467093.24 frames. utt_duration=1293 frames, utt_pad_proportion=0.04846, over 7639.50 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2866, pruned_loss=0.04936, over 2479009.33 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06482, over 25724.45 utterances.], batch size: 98, lr: 2.21e-04
2022-09-01 09:54:00,250 INFO [train.py:927] (5/8) Epoch 18, batch 18250, giga_loss[loss=0.1731, simple_loss=0.2689, pruned_loss=0.03868, over 12467.00 frames. utt_duration=978.7 frames, utt_pad_proportion=0.02133, over 51.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2872, pruned_loss=0.0512, over 2478537.06 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06533, over 24141.53 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2851, pruned_loss=0.05965, over 2466920.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.0533, over 7748.12 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2869, pruned_loss=0.05003, over 2479670.21 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06446, over 25701.99 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 09:56:07,871 INFO [train.py:927] (5/8) Epoch 18, batch 18300, giga_loss[loss=0.1792, simple_loss=0.2709, pruned_loss=0.04378, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03641, over 113.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.284, pruned_loss=0.04975, over 2478063.63 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06118, over 23235.65 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2849, pruned_loss=0.05964, over 2466584.57 frames. utt_duration=1278 frames, utt_pad_proportion=0.05273, over 7727.01 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.284, pruned_loss=0.04872, over 2479383.42 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06088, over 24690.02 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 09:58:06,551 INFO [train.py:927] (5/8) Epoch 18, batch 18350, giga_loss[loss=0.1936, simple_loss=0.2918, pruned_loss=0.04769, over 12300.00 frames. utt_duration=747 frames, utt_pad_proportion=0.02991, over 66.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2845, pruned_loss=0.05029, over 2478092.13 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06268, over 23546.02 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2847, pruned_loss=0.05956, over 2466600.14 frames. utt_duration=1278 frames, utt_pad_proportion=0.05213, over 7729.89 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2845, pruned_loss=0.04932, over 2479383.05 frames. utt_duration=397.2 frames, utt_pad_proportion=0.0626, over 25040.23 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 10:00:02,697 INFO [train.py:927] (5/8) Epoch 18, batch 18400, giga_loss[loss=0.1747, simple_loss=0.2651, pruned_loss=0.04216, over 12471.00 frames. utt_duration=703.9 frames, utt_pad_proportion=0.03042, over 71.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2841, pruned_loss=0.05093, over 2477834.17 frames. utt_duration=436.5 frames, utt_pad_proportion=0.05918, over 22767.62 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2848, pruned_loss=0.05967, over 2466693.48 frames. utt_duration=1281 frames, utt_pad_proportion=0.05016, over 7709.74 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2841, pruned_loss=0.04963, over 2479340.46 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06002, over 24701.05 utterances.], batch size: 71, lr: 2.21e-04
2022-09-01 10:02:05,251 INFO [train.py:927] (5/8) Epoch 18, batch 18450, giga_loss[loss=0.1954, simple_loss=0.2901, pruned_loss=0.05032, over 12367.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2844, pruned_loss=0.05166, over 2478024.29 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06234, over 23690.76 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2848, pruned_loss=0.05974, over 2466612.22 frames. utt_duration=1285 frames, utt_pad_proportion=0.04964, over 7687.20 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2844, pruned_loss=0.05048, over 2479433.48 frames. utt_duration=391 frames, utt_pad_proportion=0.06297, over 25443.27 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 10:04:18,061 INFO [train.py:927] (5/8) Epoch 18, batch 18500, giga_loss[loss=0.195, simple_loss=0.285, pruned_loss=0.05252, over 12445.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03424, over 105.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2856, pruned_loss=0.05203, over 2478220.46 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06478, over 24165.86 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2849, pruned_loss=0.05988, over 2466514.55 frames. utt_duration=1281 frames, utt_pad_proportion=0.04931, over 7710.22 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2855, pruned_loss=0.0507, over 2479790.04 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06531, over 26061.83 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 10:06:32,692 INFO [train.py:927] (5/8) Epoch 18, batch 18550, giga_loss[loss=0.188, simple_loss=0.278, pruned_loss=0.04906, over 12410.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05874, over 182.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2841, pruned_loss=0.05205, over 2478418.76 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07157, over 25350.96 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.285, pruned_loss=0.05984, over 2466919.76 frames. utt_duration=1280 frames, utt_pad_proportion=0.04865, over 7716.53 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2839, pruned_loss=0.05084, over 2479559.06 frames. utt_duration=365 frames, utt_pad_proportion=0.07189, over 27257.14 utterances.], batch size: 182, lr: 2.21e-04
2022-09-01 10:08:27,002 INFO [train.py:927] (5/8) Epoch 18, batch 18600, libri_loss[loss=0.2047, simple_loss=0.2942, pruned_loss=0.05763, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005801, over 34.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2803, pruned_loss=0.05079, over 2477880.75 frames. utt_duration=399.3 frames, utt_pad_proportion=0.0704, over 24896.13 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2852, pruned_loss=0.05996, over 2466727.81 frames. utt_duration=1286 frames, utt_pad_proportion=0.04745, over 7684.09 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2798, pruned_loss=0.04942, over 2479330.80 frames. utt_duration=368.3 frames, utt_pad_proportion=0.07121, over 27012.16 utterances.], batch size: 34, lr: 2.21e-04
2022-09-01 10:10:20,883 INFO [train.py:927] (5/8) Epoch 18, batch 18650, giga_loss[loss=0.1861, simple_loss=0.2787, pruned_loss=0.0468, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03169, over 42.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2807, pruned_loss=0.05116, over 2477869.78 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07032, over 24833.72 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2852, pruned_loss=0.06003, over 2466757.92 frames. utt_duration=1287 frames, utt_pad_proportion=0.04671, over 7675.91 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2802, pruned_loss=0.04977, over 2479323.09 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07134, over 26997.90 utterances.], batch size: 42, lr: 2.21e-04
2022-09-01 10:12:21,806 INFO [train.py:927] (5/8) Epoch 18, batch 18700, giga_loss[loss=0.1482, simple_loss=0.237, pruned_loss=0.02971, over 12370.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.1868, over 361.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2793, pruned_loss=0.05005, over 2478006.23 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07261, over 24511.73 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2851, pruned_loss=0.05995, over 2467189.31 frames. utt_duration=1278 frames, utt_pad_proportion=0.05034, over 7730.76 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2788, pruned_loss=0.04868, over 2479141.94 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07241, over 26720.87 utterances.], batch size: 361, lr: 2.21e-04
2022-09-01 10:14:33,670 INFO [train.py:927] (5/8) Epoch 18, batch 18750, giga_loss[loss=0.1977, simple_loss=0.284, pruned_loss=0.0557, over 12374.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02775, over 85.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2779, pruned_loss=0.04948, over 2476967.28 frames. utt_duration=413.5 frames, utt_pad_proportion=0.07081, over 24028.80 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2849, pruned_loss=0.05986, over 2466818.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.05027, over 7732.19 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2776, pruned_loss=0.04826, over 2478427.30 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07096, over 26156.33 utterances.], batch size: 85, lr: 2.21e-04
2022-09-01 10:16:40,831 INFO [train.py:927] (5/8) Epoch 18, batch 18800, giga_loss[loss=0.1904, simple_loss=0.2808, pruned_loss=0.05002, over 12451.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04776, over 162.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.278, pruned_loss=0.04952, over 2477389.55 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07261, over 24450.85 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2849, pruned_loss=0.05976, over 2466832.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.05414, over 7786.00 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2776, pruned_loss=0.0484, over 2478764.05 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07176, over 26459.93 utterances.], batch size: 162, lr: 2.21e-04
2022-09-01 10:18:34,882 INFO [train.py:927] (5/8) Epoch 18, batch 18850, giga_loss[loss=0.2017, simple_loss=0.2946, pruned_loss=0.05437, over 12406.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02584, over 91.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2776, pruned_loss=0.0492, over 2477818.04 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07019, over 24736.86 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2849, pruned_loss=0.05977, over 2467120.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05361, over 7791.18 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.2772, pruned_loss=0.04817, over 2478785.75 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06989, over 26545.09 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:20:32,205 INFO [train.py:927] (5/8) Epoch 18, batch 18900, giga_loss[loss=0.1997, simple_loss=0.295, pruned_loss=0.05222, over 12388.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07034, over 211.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2811, pruned_loss=0.0499, over 2477898.90 frames. utt_duration=397 frames, utt_pad_proportion=0.07377, over 25043.64 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2854, pruned_loss=0.05997, over 2467264.90 frames. utt_duration=1251 frames, utt_pad_proportion=0.05789, over 7897.14 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2801, pruned_loss=0.0486, over 2478826.95 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07233, over 26849.31 utterances.], batch size: 211, lr: 2.21e-04
2022-09-01 10:22:30,647 INFO [train.py:927] (5/8) Epoch 18, batch 18950, giga_loss[loss=0.2021, simple_loss=0.2963, pruned_loss=0.05391, over 12437.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04571, over 161.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05059, over 2477965.12 frames. utt_duration=389 frames, utt_pad_proportion=0.07396, over 25559.58 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2856, pruned_loss=0.06015, over 2467278.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06224, over 7962.81 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2817, pruned_loss=0.04928, over 2478807.17 frames. utt_duration=366.5 frames, utt_pad_proportion=0.07175, over 27142.57 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 10:24:29,615 INFO [train.py:927] (5/8) Epoch 18, batch 19000, giga_loss[loss=0.1809, simple_loss=0.273, pruned_loss=0.04438, over 12383.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2812, pruned_loss=0.04988, over 2477994.70 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07316, over 25742.21 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.286, pruned_loss=0.0604, over 2467375.51 frames. utt_duration=1227 frames, utt_pad_proportion=0.06621, over 8053.27 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.28, pruned_loss=0.04842, over 2478812.45 frames. utt_duration=364.3 frames, utt_pad_proportion=0.07055, over 27305.10 utterances.], batch size: 212, lr: 2.21e-04
2022-09-01 10:26:26,699 INFO [train.py:927] (5/8) Epoch 18, batch 19050, giga_loss[loss=0.2267, simple_loss=0.3, pruned_loss=0.07669, over 12402.00 frames. utt_duration=195.9 frames, utt_pad_proportion=0.09319, over 255.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2793, pruned_loss=0.04984, over 2477017.09 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07495, over 25432.69 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2856, pruned_loss=0.06019, over 2467228.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06476, over 7997.07 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2785, pruned_loss=0.04852, over 2478128.75 frames. utt_duration=364.5 frames, utt_pad_proportion=0.07313, over 27288.18 utterances.], batch size: 255, lr: 2.21e-04
2022-09-01 10:28:29,263 INFO [train.py:927] (5/8) Epoch 18, batch 19100, giga_loss[loss=0.1952, simple_loss=0.289, pruned_loss=0.05069, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2798, pruned_loss=0.04958, over 2477386.83 frames. utt_duration=403 frames, utt_pad_proportion=0.07288, over 24662.15 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2856, pruned_loss=0.06017, over 2467599.19 frames. utt_duration=1240 frames, utt_pad_proportion=0.06304, over 7967.62 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2789, pruned_loss=0.04817, over 2478248.48 frames. utt_duration=372 frames, utt_pad_proportion=0.07205, over 26736.54 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 10:30:24,885 INFO [train.py:927] (5/8) Epoch 18, batch 19150, giga_loss[loss=0.2187, simple_loss=0.312, pruned_loss=0.06264, over 12389.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2811, pruned_loss=0.05041, over 2477269.76 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07446, over 24907.57 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2856, pruned_loss=0.06022, over 2467711.33 frames. utt_duration=1231 frames, utt_pad_proportion=0.06724, over 8026.81 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2803, pruned_loss=0.04912, over 2477979.97 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07264, over 26721.28 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 10:32:29,210 INFO [train.py:927] (5/8) Epoch 18, batch 19200, giga_loss[loss=0.2175, simple_loss=0.3176, pruned_loss=0.05872, over 12429.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03875, over 133.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05114, over 2477599.56 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07493, over 25340.22 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2856, pruned_loss=0.06024, over 2467564.86 frames. utt_duration=1233 frames, utt_pad_proportion=0.06679, over 8016.60 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2831, pruned_loss=0.05003, over 2478365.97 frames. utt_duration=369.5 frames, utt_pad_proportion=0.0736, over 26917.87 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 10:34:44,408 INFO [train.py:927] (5/8) Epoch 18, batch 19250, giga_loss[loss=0.185, simple_loss=0.2747, pruned_loss=0.04761, over 12377.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02925, over 85.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.282, pruned_loss=0.05036, over 2477581.87 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07605, over 25338.05 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2856, pruned_loss=0.06021, over 2467372.16 frames. utt_duration=1234 frames, utt_pad_proportion=0.0664, over 8009.38 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2815, pruned_loss=0.0494, over 2478488.58 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07511, over 26824.03 utterances.], batch size: 85, lr: 2.21e-04
2022-09-01 10:36:44,165 INFO [train.py:927] (5/8) Epoch 18, batch 19300, giga_loss[loss=0.1834, simple_loss=0.2827, pruned_loss=0.04209, over 12336.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.03115, over 66.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2819, pruned_loss=0.05078, over 2477503.16 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07816, over 25965.51 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2858, pruned_loss=0.0604, over 2467385.26 frames. utt_duration=1234 frames, utt_pad_proportion=0.06543, over 8005.20 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2813, pruned_loss=0.04958, over 2478482.68 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07762, over 27620.46 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 10:38:50,243 INFO [train.py:927] (5/8) Epoch 18, batch 19350, giga_loss[loss=0.1721, simple_loss=0.2516, pruned_loss=0.04626, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04093, over 37.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.28, pruned_loss=0.05035, over 2477396.37 frames. utt_duration=388.4 frames, utt_pad_proportion=0.07758, over 25593.16 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2858, pruned_loss=0.06038, over 2467409.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06498, over 8022.82 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2794, pruned_loss=0.04927, over 2478335.92 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07737, over 27195.06 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 10:40:54,107 INFO [train.py:927] (5/8) Epoch 18, batch 19400, giga_loss[loss=0.1903, simple_loss=0.2964, pruned_loss=0.04213, over 12387.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.02698, over 62.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2802, pruned_loss=0.0496, over 2476932.54 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07642, over 25468.87 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06043, over 2467434.47 frames. utt_duration=1236 frames, utt_pad_proportion=0.06404, over 7995.63 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2796, pruned_loss=0.04849, over 2477809.88 frames. utt_duration=367 frames, utt_pad_proportion=0.07662, over 27092.49 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 10:42:44,261 INFO [train.py:927] (5/8) Epoch 18, batch 19450, giga_loss[loss=0.1766, simple_loss=0.2763, pruned_loss=0.03846, over 12366.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.02945, over 58.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2818, pruned_loss=0.04944, over 2478180.87 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07052, over 24216.84 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2857, pruned_loss=0.06045, over 2468063.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.06214, over 7970.30 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2813, pruned_loss=0.04806, over 2478753.68 frames. utt_duration=378.5 frames, utt_pad_proportion=0.07169, over 26280.30 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 10:44:52,681 INFO [train.py:927] (5/8) Epoch 18, batch 19500, giga_loss[loss=0.1918, simple_loss=0.2909, pruned_loss=0.04638, over 12418.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.0578, over 182.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2819, pruned_loss=0.04919, over 2478474.34 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07294, over 24439.48 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06049, over 2468434.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.06574, over 8052.13 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2812, pruned_loss=0.04776, over 2478811.30 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07269, over 26390.73 utterances.], batch size: 182, lr: 2.21e-04
2022-09-01 10:47:01,289 INFO [train.py:927] (5/8) Epoch 18, batch 19550, giga_loss[loss=0.1873, simple_loss=0.2784, pruned_loss=0.04808, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.02958, over 42.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2823, pruned_loss=0.04966, over 2477943.07 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07344, over 24272.74 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2861, pruned_loss=0.06069, over 2468601.70 frames. utt_duration=1213 frames, utt_pad_proportion=0.07109, over 8150.63 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2814, pruned_loss=0.04783, over 2478440.96 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07174, over 26456.75 utterances.], batch size: 42, lr: 2.21e-04
2022-09-01 10:49:16,216 INFO [train.py:927] (5/8) Epoch 18, batch 19600, giga_loss[loss=0.2294, simple_loss=0.3071, pruned_loss=0.07579, over 12399.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09399, over 255.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2837, pruned_loss=0.05015, over 2477956.86 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07386, over 25048.85 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2862, pruned_loss=0.06073, over 2468539.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.06983, over 8141.01 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2828, pruned_loss=0.04843, over 2478594.62 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07286, over 27157.58 utterances.], batch size: 255, lr: 2.21e-04
2022-09-01 10:51:30,167 INFO [train.py:927] (5/8) Epoch 18, batch 19650, giga_loss[loss=0.2093, simple_loss=0.3019, pruned_loss=0.05832, over 12414.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0514, over 161.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2848, pruned_loss=0.05033, over 2477995.33 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07125, over 24491.97 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06073, over 2468921.22 frames. utt_duration=1215 frames, utt_pad_proportion=0.06861, over 8135.45 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2842, pruned_loss=0.0486, over 2478446.22 frames. utt_duration=371.9 frames, utt_pad_proportion=0.071, over 26743.55 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 10:53:52,616 INFO [train.py:927] (5/8) Epoch 18, batch 19700, giga_loss[loss=0.1753, simple_loss=0.2782, pruned_loss=0.03625, over 12328.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02942, over 66.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2843, pruned_loss=0.04991, over 2477529.27 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06992, over 24275.07 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2863, pruned_loss=0.06077, over 2468911.77 frames. utt_duration=1216 frames, utt_pad_proportion=0.06809, over 8134.09 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2835, pruned_loss=0.04842, over 2477980.01 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06997, over 26198.81 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 10:56:01,950 INFO [train.py:927] (5/8) Epoch 18, batch 19750, giga_loss[loss=0.1719, simple_loss=0.2738, pruned_loss=0.03502, over 12344.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02944, over 66.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2834, pruned_loss=0.0493, over 2477753.10 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06959, over 24162.32 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.0607, over 2469060.46 frames. utt_duration=1221 frames, utt_pad_proportion=0.06698, over 8100.05 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.283, pruned_loss=0.04792, over 2478177.85 frames. utt_duration=381 frames, utt_pad_proportion=0.07001, over 26100.05 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 10:57:58,701 INFO [train.py:927] (5/8) Epoch 18, batch 19800, giga_loss[loss=0.2225, simple_loss=0.3122, pruned_loss=0.06639, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07174, over 212.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2857, pruned_loss=0.0499, over 2478328.23 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06932, over 24543.74 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2861, pruned_loss=0.06075, over 2469301.86 frames. utt_duration=1218 frames, utt_pad_proportion=0.06697, over 8121.48 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2853, pruned_loss=0.04862, over 2478574.18 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06969, over 26276.16 utterances.], batch size: 212, lr: 2.21e-04
2022-09-01 10:59:48,844 INFO [train.py:927] (5/8) Epoch 18, batch 19850, giga_loss[loss=0.1742, simple_loss=0.273, pruned_loss=0.0377, over 12381.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.284, pruned_loss=0.0499, over 2478338.91 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06706, over 24500.64 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2857, pruned_loss=0.0605, over 2469337.01 frames. utt_duration=1223 frames, utt_pad_proportion=0.06635, over 8087.83 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2841, pruned_loss=0.04896, over 2478613.74 frames. utt_duration=381 frames, utt_pad_proportion=0.06765, over 26103.64 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 11:01:42,901 INFO [train.py:927] (5/8) Epoch 18, batch 19900, giga_loss[loss=0.2068, simple_loss=0.3031, pruned_loss=0.05522, over 12352.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.0259, over 66.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2872, pruned_loss=0.052, over 2478518.36 frames. utt_duration=412 frames, utt_pad_proportion=0.06679, over 24133.18 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2867, pruned_loss=0.06114, over 2469666.25 frames. utt_duration=1210 frames, utt_pad_proportion=0.06895, over 8172.18 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2863, pruned_loss=0.05037, over 2478735.70 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06664, over 25875.15 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 11:03:26,287 INFO [train.py:927] (5/8) Epoch 18, batch 19950, giga_loss[loss=0.208, simple_loss=0.2912, pruned_loss=0.06243, over 12355.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2056, over 370.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2925, pruned_loss=0.05467, over 2477815.71 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07093, over 23428.87 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2861, pruned_loss=0.06101, over 2469492.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.06806, over 8137.03 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2922, pruned_loss=0.05333, over 2478284.67 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07078, over 25105.69 utterances.], batch size: 370, lr: 2.21e-04
2022-09-01 11:05:05,397 INFO [train.py:927] (5/8) Epoch 18, batch 20000, giga_loss[loss=0.1631, simple_loss=0.2522, pruned_loss=0.037, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03366, over 51.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2897, pruned_loss=0.05425, over 2476737.50 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06967, over 22460.20 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2866, pruned_loss=0.06124, over 2469587.04 frames. utt_duration=1209 frames, utt_pad_proportion=0.06845, over 8183.76 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2893, pruned_loss=0.05286, over 2477197.40 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06957, over 24084.33 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 11:06:47,578 INFO [train.py:927] (5/8) Epoch 18, batch 20050, giga_loss[loss=0.1533, simple_loss=0.2388, pruned_loss=0.03391, over 12347.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03316, over 51.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2832, pruned_loss=0.05241, over 2475452.43 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07245, over 22182.04 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2866, pruned_loss=0.06128, over 2469930.07 frames. utt_duration=1201 frames, utt_pad_proportion=0.07175, over 8237.89 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05113, over 2475629.45 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07118, over 23668.84 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 11:08:31,536 INFO [train.py:927] (5/8) Epoch 18, batch 20100, giga_loss[loss=0.1376, simple_loss=0.2237, pruned_loss=0.02572, over 12299.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02517, over 54.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2752, pruned_loss=0.04973, over 2474251.78 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07277, over 21596.90 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2863, pruned_loss=0.06116, over 2469601.45 frames. utt_duration=1207 frames, utt_pad_proportion=0.07057, over 8192.43 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.275, pruned_loss=0.04859, over 2474803.65 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07212, over 23128.34 utterances.], batch size: 54, lr: 2.21e-04
2022-09-01 11:10:14,206 INFO [train.py:927] (5/8) Epoch 18, batch 20150, giga_loss[loss=0.1452, simple_loss=0.2288, pruned_loss=0.03082, over 12383.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02772, over 58.00 utterances.], tot_loss[loss=0.1816, simple_loss=0.2689, pruned_loss=0.04717, over 2473604.71 frames. utt_duration=485.6 frames, utt_pad_proportion=0.0675, over 20432.46 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2865, pruned_loss=0.06111, over 2469452.07 frames. utt_duration=1209 frames, utt_pad_proportion=0.06979, over 8182.55 utterances.], giga_tot_loss[loss=0.1804, simple_loss=0.2685, pruned_loss=0.04616, over 2474236.11 frames. utt_duration=455 frames, utt_pad_proportion=0.06752, over 21819.72 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 11:11:57,962 INFO [train.py:927] (5/8) Epoch 18, batch 20200, giga_loss[loss=0.1636, simple_loss=0.2515, pruned_loss=0.03781, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02845, over 70.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.265, pruned_loss=0.04601, over 2473478.63 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06394, over 19274.94 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.06121, over 2469356.64 frames. utt_duration=1213 frames, utt_pad_proportion=0.06846, over 8151.32 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2641, pruned_loss=0.04475, over 2474169.23 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06463, over 20681.03 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 11:13:41,023 INFO [train.py:927] (5/8) Epoch 18, batch 20250, giga_loss[loss=0.1479, simple_loss=0.2325, pruned_loss=0.03169, over 12375.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04944, over 161.00 utterances.], tot_loss[loss=0.1752, simple_loss=0.2608, pruned_loss=0.04477, over 2472996.69 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06385, over 18805.37 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.06136, over 2468824.48 frames. utt_duration=1208 frames, utt_pad_proportion=0.0708, over 8181.78 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2594, pruned_loss=0.04311, over 2474179.31 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06343, over 20260.17 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 11:15:24,410 INFO [train.py:927] (5/8) Epoch 18, batch 20300, giga_loss[loss=0.1701, simple_loss=0.2523, pruned_loss=0.04396, over 12371.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06507, over 183.00 utterances.], tot_loss[loss=0.1721, simple_loss=0.257, pruned_loss=0.04362, over 2473151.65 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06531, over 19397.39 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06145, over 2468786.56 frames. utt_duration=1211 frames, utt_pad_proportion=0.06999, over 8166.12 utterances.], giga_tot_loss[loss=0.1698, simple_loss=0.2555, pruned_loss=0.04202, over 2474182.14 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06515, over 20701.13 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 11:17:06,537 INFO [train.py:927] (5/8) Epoch 18, batch 20350, giga_loss[loss=0.1284, simple_loss=0.2094, pruned_loss=0.02376, over 12410.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02743, over 62.00 utterances.], tot_loss[loss=0.1685, simple_loss=0.2528, pruned_loss=0.04206, over 2474718.16 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06069, over 18465.26 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.06136, over 2469307.37 frames. utt_duration=1216 frames, utt_pad_proportion=0.06814, over 8132.02 utterances.], giga_tot_loss[loss=0.1656, simple_loss=0.2506, pruned_loss=0.04026, over 2475244.18 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06144, over 19881.21 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 11:18:48,832 INFO [train.py:927] (5/8) Epoch 18, batch 20400, giga_loss[loss=0.212, simple_loss=0.2931, pruned_loss=0.06541, over 12330.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.173, simple_loss=0.2572, pruned_loss=0.04445, over 2474659.93 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06342, over 18731.62 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.0609, over 2468932.04 frames. utt_duration=1228 frames, utt_pad_proportion=0.06607, over 8053.64 utterances.], giga_tot_loss[loss=0.17, simple_loss=0.2548, pruned_loss=0.04265, over 2475656.75 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06451, over 20380.77 utterances.], batch size: 85, lr: 2.21e-04
2022-09-01 11:20:32,017 INFO [train.py:927] (5/8) Epoch 18, batch 20450, giga_loss[loss=0.2202, simple_loss=0.3002, pruned_loss=0.07011, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04287, over 33.00 utterances.], tot_loss[loss=0.182, simple_loss=0.267, pruned_loss=0.04852, over 2474324.11 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05959, over 18207.27 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2857, pruned_loss=0.06081, over 2469089.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06544, over 8052.51 utterances.], giga_tot_loss[loss=0.1793, simple_loss=0.2648, pruned_loss=0.04694, over 2475087.38 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06094, over 19718.34 utterances.], batch size: 33, lr: 2.21e-04
2022-09-01 11:22:15,976 INFO [train.py:927] (5/8) Epoch 18, batch 20500, giga_loss[loss=0.1967, simple_loss=0.2957, pruned_loss=0.04888, over 12401.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06345, over 183.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2735, pruned_loss=0.0505, over 2473808.36 frames. utt_duration=557.1 frames, utt_pad_proportion=0.0569, over 17807.65 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2855, pruned_loss=0.06072, over 2469035.94 frames. utt_duration=1233 frames, utt_pad_proportion=0.06457, over 8021.70 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.2716, pruned_loss=0.04912, over 2474555.95 frames. utt_duration=516.9 frames, utt_pad_proportion=0.05846, over 19203.17 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 11:23:59,855 INFO [train.py:927] (5/8) Epoch 18, batch 20550, giga_loss[loss=0.1848, simple_loss=0.281, pruned_loss=0.04432, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2781, pruned_loss=0.0517, over 2474863.75 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05451, over 17543.49 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06086, over 2469025.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06332, over 8011.24 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2761, pruned_loss=0.05025, over 2475612.50 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05635, over 18888.81 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 11:25:46,569 INFO [train.py:927] (5/8) Epoch 18, batch 20600, giga_loss[loss=0.2028, simple_loss=0.2965, pruned_loss=0.05454, over 12366.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.02895, over 62.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2814, pruned_loss=0.05354, over 2473886.67 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05676, over 17359.74 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2856, pruned_loss=0.06069, over 2468932.78 frames. utt_duration=1239 frames, utt_pad_proportion=0.06244, over 7978.26 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2799, pruned_loss=0.0524, over 2474640.42 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05838, over 18625.75 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 11:27:28,292 INFO [train.py:927] (5/8) Epoch 18, batch 20650, giga_loss[loss=0.2124, simple_loss=0.3067, pruned_loss=0.05903, over 12433.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04403, over 114.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.286, pruned_loss=0.05547, over 2473566.54 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05898, over 17781.35 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2854, pruned_loss=0.06065, over 2468794.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.06163, over 7961.00 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2848, pruned_loss=0.05447, over 2474387.16 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06042, over 19026.68 utterances.], batch size: 114, lr: 2.21e-04
2022-09-01 11:29:10,964 INFO [train.py:927] (5/8) Epoch 18, batch 20700, giga_loss[loss=0.2025, simple_loss=0.3011, pruned_loss=0.0519, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03948, over 133.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2896, pruned_loss=0.05682, over 2474082.09 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06536, over 18383.93 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2855, pruned_loss=0.06072, over 2469027.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.06115, over 7950.42 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2886, pruned_loss=0.05594, over 2474563.37 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06635, over 19467.53 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 11:30:55,901 INFO [train.py:927] (5/8) Epoch 18, batch 20750, giga_loss[loss=0.1968, simple_loss=0.2945, pruned_loss=0.04955, over 12373.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04018, over 145.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2906, pruned_loss=0.05627, over 2473958.94 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06154, over 17573.26 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2853, pruned_loss=0.06063, over 2468950.68 frames. utt_duration=1250 frames, utt_pad_proportion=0.05981, over 7910.40 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2902, pruned_loss=0.05552, over 2474525.51 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06309, over 18744.26 utterances.], batch size: 145, lr: 2.21e-04
2022-09-01 11:32:38,507 INFO [train.py:927] (5/8) Epoch 18, batch 20800, giga_loss[loss=0.1833, simple_loss=0.2786, pruned_loss=0.04399, over 12158.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.03124, over 30.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2913, pruned_loss=0.05603, over 2474246.36 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06376, over 17339.22 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.061, over 2469309.63 frames. utt_duration=1244 frames, utt_pad_proportion=0.05992, over 7948.14 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2906, pruned_loss=0.05503, over 2474469.53 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06487, over 18408.24 utterances.], batch size: 30, lr: 2.21e-04
2022-09-01 11:34:22,102 INFO [train.py:927] (5/8) Epoch 18, batch 20850, giga_loss[loss=0.239, simple_loss=0.322, pruned_loss=0.07799, over 12384.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0393, over 113.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2928, pruned_loss=0.05844, over 2473781.28 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06592, over 17450.95 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2856, pruned_loss=0.06073, over 2468948.76 frames. utt_duration=1249 frames, utt_pad_proportion=0.05861, over 7918.00 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05779, over 2474408.61 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06723, over 18590.54 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 11:36:06,957 INFO [train.py:927] (5/8) Epoch 18, batch 20900, giga_loss[loss=0.1793, simple_loss=0.2718, pruned_loss=0.04341, over 12412.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03408, over 75.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.293, pruned_loss=0.05964, over 2473470.04 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06093, over 16968.36 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.286, pruned_loss=0.06098, over 2468787.34 frames. utt_duration=1253 frames, utt_pad_proportion=0.05734, over 7892.90 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05884, over 2474240.07 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06285, over 18151.99 utterances.], batch size: 75, lr: 2.21e-04
2022-09-01 11:37:51,330 INFO [train.py:927] (5/8) Epoch 18, batch 20950, giga_loss[loss=0.2531, simple_loss=0.3231, pruned_loss=0.09157, over 12375.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09771, over 256.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2919, pruned_loss=0.05901, over 2473340.92 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0595, over 17089.13 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06084, over 2468585.57 frames. utt_duration=1256 frames, utt_pad_proportion=0.05636, over 7873.74 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2919, pruned_loss=0.05847, over 2474240.08 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06153, over 18257.86 utterances.], batch size: 256, lr: 2.21e-04
2022-09-01 11:39:38,517 INFO [train.py:927] (5/8) Epoch 18, batch 21000, giga_loss[loss=0.175, simple_loss=0.2597, pruned_loss=0.04518, over 12284.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02194, over 54.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2897, pruned_loss=0.05782, over 2473176.17 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05874, over 17199.28 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06084, over 2468585.57 frames. utt_duration=1256 frames, utt_pad_proportion=0.05636, over 7873.74 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2897, pruned_loss=0.0574, over 2473876.00 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06038, over 18108.92 utterances.], batch size: 54, lr: 2.20e-04
2022-09-01 11:39:38,518 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 11:39:53,451 INFO [train.py:967] (5/8) 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 11:41:37,124 INFO [train.py:927] (5/8) Epoch 18, batch 21050, giga_loss[loss=0.1806, simple_loss=0.2671, pruned_loss=0.04709, over 12446.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04338, over 134.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2863, pruned_loss=0.05675, over 2473902.25 frames. utt_duration=534.4 frames, utt_pad_proportion=0.07091, over 18570.51 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06084, over 2468465.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.05972, over 7929.22 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2864, pruned_loss=0.05632, over 2474686.26 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0704, over 19468.16 utterances.], batch size: 134, lr: 2.20e-04
2022-09-01 11:43:19,467 INFO [train.py:927] (5/8) Epoch 18, batch 21100, giga_loss[loss=0.1919, simple_loss=0.2913, pruned_loss=0.04629, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.284, pruned_loss=0.05622, over 2474503.53 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06934, over 18616.13 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.0612, over 2468935.74 frames. utt_duration=1238 frames, utt_pad_proportion=0.06316, over 7987.10 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2834, pruned_loss=0.0554, over 2474885.85 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06773, over 19624.91 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 11:45:01,549 INFO [train.py:927] (5/8) Epoch 18, batch 21150, giga_loss[loss=0.2187, simple_loss=0.2961, pruned_loss=0.07062, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03329, over 80.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.283, pruned_loss=0.05564, over 2474161.67 frames. utt_duration=570.8 frames, utt_pad_proportion=0.0641, over 17383.55 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2864, pruned_loss=0.06123, over 2469242.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.06155, over 7966.17 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2824, pruned_loss=0.05474, over 2474355.97 frames. utt_duration=534 frames, utt_pad_proportion=0.06369, over 18584.85 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 11:46:40,630 INFO [train.py:927] (5/8) Epoch 18, batch 21200, giga_loss[loss=0.212, simple_loss=0.3014, pruned_loss=0.06127, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03586, over 122.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2813, pruned_loss=0.05539, over 2472899.25 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06403, over 17051.69 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2864, pruned_loss=0.06128, over 2468870.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.05996, over 7924.82 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2808, pruned_loss=0.05445, over 2473539.47 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06439, over 18352.21 utterances.], batch size: 122, lr: 2.20e-04
2022-09-01 11:48:23,523 INFO [train.py:927] (5/8) Epoch 18, batch 21250, giga_loss[loss=0.2068, simple_loss=0.2873, pruned_loss=0.06317, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03466, over 105.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2781, pruned_loss=0.05434, over 2473624.08 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06423, over 16644.91 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2866, pruned_loss=0.06151, over 2468869.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.06396, over 8017.25 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2773, pruned_loss=0.05326, over 2474214.25 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06288, over 17758.01 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 11:50:01,520 INFO [train.py:927] (5/8) Epoch 18, batch 21300, giga_loss[loss=0.1798, simple_loss=0.2648, pruned_loss=0.04735, over 12222.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03097, over 42.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2745, pruned_loss=0.05338, over 2473018.22 frames. utt_duration=628.5 frames, utt_pad_proportion=0.0588, over 15776.52 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.286, pruned_loss=0.06144, over 2468632.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06271, over 7960.45 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2742, pruned_loss=0.05237, over 2473813.53 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05851, over 16940.49 utterances.], batch size: 42, lr: 2.20e-04
2022-09-01 11:51:42,222 INFO [train.py:927] (5/8) Epoch 18, batch 21350, giga_loss[loss=0.1652, simple_loss=0.2466, pruned_loss=0.0419, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02737, over 48.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.272, pruned_loss=0.0527, over 2472512.87 frames. utt_duration=649.1 frames, utt_pad_proportion=0.05468, over 15270.49 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2854, pruned_loss=0.06128, over 2468436.95 frames. utt_duration=1249 frames, utt_pad_proportion=0.06077, over 7916.44 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2717, pruned_loss=0.05163, over 2473536.17 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05546, over 16610.23 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 11:53:21,794 INFO [train.py:927] (5/8) Epoch 18, batch 21400, giga_loss[loss=0.1648, simple_loss=0.2556, pruned_loss=0.03698, over 12413.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02849, over 62.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2705, pruned_loss=0.05258, over 2472080.76 frames. utt_duration=657.5 frames, utt_pad_proportion=0.05926, over 15072.69 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2861, pruned_loss=0.06174, over 2468621.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06777, over 8048.46 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2693, pruned_loss=0.05111, over 2472829.53 frames. utt_duration=611.1 frames, utt_pad_proportion=0.05652, over 16226.12 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 11:55:06,474 INFO [train.py:927] (5/8) Epoch 18, batch 21450, giga_loss[loss=0.2099, simple_loss=0.3008, pruned_loss=0.05946, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04175, over 146.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2707, pruned_loss=0.05284, over 2472606.90 frames. utt_duration=658.2 frames, utt_pad_proportion=0.05795, over 15059.94 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2866, pruned_loss=0.06196, over 2468660.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.06694, over 8058.37 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.269, pruned_loss=0.05128, over 2473245.05 frames. utt_duration=616.1 frames, utt_pad_proportion=0.05612, over 16096.36 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 11:56:50,499 INFO [train.py:927] (5/8) Epoch 18, batch 21500, giga_loss[loss=0.2162, simple_loss=0.3108, pruned_loss=0.06075, over 12335.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03116, over 70.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2751, pruned_loss=0.05514, over 2471608.17 frames. utt_duration=625 frames, utt_pad_proportion=0.06293, over 15856.86 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2866, pruned_loss=0.06193, over 2468240.30 frames. utt_duration=1232 frames, utt_pad_proportion=0.06522, over 8025.43 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2731, pruned_loss=0.05362, over 2472616.48 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06194, over 16985.37 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 11:58:29,457 INFO [train.py:927] (5/8) Epoch 18, batch 21550, giga_loss[loss=0.2045, simple_loss=0.3051, pruned_loss=0.05201, over 12364.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04608, over 146.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.28, pruned_loss=0.05726, over 2471995.49 frames. utt_duration=614.2 frames, utt_pad_proportion=0.0591, over 16138.65 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2862, pruned_loss=0.06183, over 2468307.08 frames. utt_duration=1239 frames, utt_pad_proportion=0.06353, over 7979.27 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2785, pruned_loss=0.05595, over 2472881.29 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05923, over 17344.45 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 12:00:14,041 INFO [train.py:927] (5/8) Epoch 18, batch 21600, giga_loss[loss=0.2174, simple_loss=0.2996, pruned_loss=0.06761, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03359, over 85.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2849, pruned_loss=0.05864, over 2471515.92 frames. utt_duration=633.9 frames, utt_pad_proportion=0.05504, over 15631.65 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2866, pruned_loss=0.06218, over 2468521.03 frames. utt_duration=1240 frames, utt_pad_proportion=0.06231, over 7969.88 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2833, pruned_loss=0.05719, over 2472105.05 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05586, over 16781.78 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 12:01:52,789 INFO [train.py:927] (5/8) Epoch 18, batch 21650, libri_loss[loss=0.1718, simple_loss=0.2498, pruned_loss=0.04687, over 12232.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008302, over 29.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.29, pruned_loss=0.06023, over 2471574.66 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06129, over 16416.95 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2869, pruned_loss=0.06246, over 2468761.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06619, over 8053.66 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2885, pruned_loss=0.05876, over 2471959.39 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06002, over 17573.68 utterances.], batch size: 29, lr: 2.20e-04
2022-09-01 12:03:32,697 INFO [train.py:927] (5/8) Epoch 18, batch 21700, giga_loss[loss=0.1922, simple_loss=0.2845, pruned_loss=0.04998, over 12395.00 frames. utt_duration=973.8 frames, utt_pad_proportion=0.03006, over 51.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2887, pruned_loss=0.05839, over 2471648.02 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06389, over 17109.62 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2865, pruned_loss=0.06223, over 2468710.66 frames. utt_duration=1231 frames, utt_pad_proportion=0.06498, over 8030.47 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.288, pruned_loss=0.05732, over 2472110.49 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06317, over 18361.09 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 12:05:18,160 INFO [train.py:927] (5/8) Epoch 18, batch 21750, giga_loss[loss=0.1939, simple_loss=0.2786, pruned_loss=0.05456, over 12350.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2063, over 370.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2897, pruned_loss=0.05826, over 2471614.67 frames. utt_duration=545.3 frames, utt_pad_proportion=0.065, over 18180.52 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2864, pruned_loss=0.06219, over 2468369.18 frames. utt_duration=1234 frames, utt_pad_proportion=0.06411, over 8014.12 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2892, pruned_loss=0.05737, over 2472318.83 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06468, over 19354.70 utterances.], batch size: 370, lr: 2.20e-04
2022-09-01 12:07:03,110 INFO [train.py:927] (5/8) Epoch 18, batch 21800, giga_loss[loss=0.2001, simple_loss=0.2894, pruned_loss=0.05535, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04075, over 113.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2917, pruned_loss=0.05903, over 2472214.93 frames. utt_duration=538.2 frames, utt_pad_proportion=0.0632, over 18426.11 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2865, pruned_loss=0.06223, over 2468545.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06294, over 8001.93 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2914, pruned_loss=0.05821, over 2472686.81 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06346, over 19591.54 utterances.], batch size: 113, lr: 2.20e-04
2022-09-01 12:08:44,658 INFO [train.py:927] (5/8) Epoch 18, batch 21850, giga_loss[loss=0.2247, simple_loss=0.2953, pruned_loss=0.077, over 12336.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2936, pruned_loss=0.06014, over 2472914.90 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06436, over 18580.33 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2866, pruned_loss=0.06235, over 2468593.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06244, over 7998.91 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2932, pruned_loss=0.05938, over 2473296.70 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06469, over 19590.45 utterances.], batch size: 368, lr: 2.20e-04
2022-09-01 12:10:26,481 INFO [train.py:927] (5/8) Epoch 18, batch 21900, giga_loss[loss=0.2199, simple_loss=0.3024, pruned_loss=0.06871, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03423, over 105.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2946, pruned_loss=0.0612, over 2473237.06 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06479, over 18490.45 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2868, pruned_loss=0.06232, over 2468728.25 frames. utt_duration=1240 frames, utt_pad_proportion=0.06125, over 7976.15 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2943, pruned_loss=0.06058, over 2473523.03 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06553, over 19559.48 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 12:12:09,672 INFO [train.py:927] (5/8) Epoch 18, batch 21950, giga_loss[loss=0.2059, simple_loss=0.2967, pruned_loss=0.05759, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03153, over 80.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2953, pruned_loss=0.06168, over 2472352.69 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06696, over 17789.78 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2868, pruned_loss=0.06257, over 2468868.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.06866, over 8114.02 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2954, pruned_loss=0.0609, over 2472581.44 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06441, over 18900.20 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 12:13:50,674 INFO [train.py:927] (5/8) Epoch 18, batch 22000, giga_loss[loss=0.2228, simple_loss=0.3097, pruned_loss=0.06796, over 12435.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03259, over 75.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2961, pruned_loss=0.06152, over 2472259.08 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06158, over 17073.10 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2867, pruned_loss=0.06254, over 2468800.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.06817, over 8096.93 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2964, pruned_loss=0.06093, over 2472528.49 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05994, over 18047.81 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 12:15:32,742 INFO [train.py:927] (5/8) Epoch 18, batch 22050, libri_loss[loss=0.1556, simple_loss=0.2342, pruned_loss=0.0385, over 12210.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.04773, over 27.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2951, pruned_loss=0.06162, over 2472308.13 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06177, over 16789.72 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2865, pruned_loss=0.06234, over 2468920.45 frames. utt_duration=1224 frames, utt_pad_proportion=0.06695, over 8080.13 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2957, pruned_loss=0.06131, over 2472515.07 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06087, over 17825.93 utterances.], batch size: 27, lr: 2.20e-04
2022-09-01 12:17:12,718 INFO [train.py:927] (5/8) Epoch 18, batch 22100, giga_loss[loss=0.2042, simple_loss=0.2923, pruned_loss=0.05806, over 12360.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2936, pruned_loss=0.06143, over 2471850.40 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06045, over 16135.91 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2861, pruned_loss=0.06208, over 2468879.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.06503, over 8053.14 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2948, pruned_loss=0.06138, over 2472181.94 frames. utt_duration=573 frames, utt_pad_proportion=0.06052, over 17302.96 utterances.], batch size: 97, lr: 2.20e-04
2022-09-01 12:18:53,502 INFO [train.py:927] (5/8) Epoch 18, batch 22150, libri_loss[loss=0.2005, simple_loss=0.2811, pruned_loss=0.05991, over 12230.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006009, over 31.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2936, pruned_loss=0.06148, over 2471231.89 frames. utt_duration=637.2 frames, utt_pad_proportion=0.05957, over 15550.49 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2862, pruned_loss=0.06203, over 2468860.02 frames. utt_duration=1220 frames, utt_pad_proportion=0.06791, over 8105.99 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2949, pruned_loss=0.06149, over 2471652.73 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05841, over 16773.26 utterances.], batch size: 31, lr: 2.20e-04
2022-09-01 12:20:36,064 INFO [train.py:927] (5/8) Epoch 18, batch 22200, giga_loss[loss=0.1849, simple_loss=0.277, pruned_loss=0.0464, over 12387.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04059, over 26.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2941, pruned_loss=0.06172, over 2470798.19 frames. utt_duration=627.6 frames, utt_pad_proportion=0.06253, over 15784.15 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2858, pruned_loss=0.06184, over 2468895.74 frames. utt_duration=1224 frames, utt_pad_proportion=0.06722, over 8077.53 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2955, pruned_loss=0.06189, over 2471129.34 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06172, over 16883.84 utterances.], batch size: 26, lr: 2.20e-04
2022-09-01 12:22:18,171 INFO [train.py:927] (5/8) Epoch 18, batch 22250, giga_loss[loss=0.204, simple_loss=0.2823, pruned_loss=0.06289, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2927, pruned_loss=0.06101, over 2471485.58 frames. utt_duration=650.6 frames, utt_pad_proportion=0.05905, over 15230.71 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2855, pruned_loss=0.06166, over 2469438.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.0669, over 8099.86 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2943, pruned_loss=0.06128, over 2471316.13 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05866, over 16289.44 utterances.], batch size: 45, lr: 2.20e-04
2022-09-01 12:23:59,789 INFO [train.py:927] (5/8) Epoch 18, batch 22300, giga_loss[loss=0.2464, simple_loss=0.3216, pruned_loss=0.08564, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06024, over 2472178.61 frames. utt_duration=635.6 frames, utt_pad_proportion=0.05954, over 15593.86 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2852, pruned_loss=0.06156, over 2469325.99 frames. utt_duration=1223 frames, utt_pad_proportion=0.0656, over 8084.17 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2918, pruned_loss=0.06052, over 2472206.66 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05973, over 16667.25 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 12:25:39,940 INFO [train.py:927] (5/8) Epoch 18, batch 22350, giga_loss[loss=0.1807, simple_loss=0.2713, pruned_loss=0.04507, over 12314.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.0344, over 58.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2899, pruned_loss=0.06041, over 2471906.70 frames. utt_duration=640.6 frames, utt_pad_proportion=0.05877, over 15471.54 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2858, pruned_loss=0.06179, over 2469220.47 frames. utt_duration=1213 frames, utt_pad_proportion=0.06845, over 8153.91 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.291, pruned_loss=0.06037, over 2472155.51 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05759, over 16591.17 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:27:21,193 INFO [train.py:927] (5/8) Epoch 18, batch 22400, giga_loss[loss=0.1978, simple_loss=0.2754, pruned_loss=0.06006, over 12431.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.04426, over 114.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2865, pruned_loss=0.05879, over 2472249.61 frames. utt_duration=653.6 frames, utt_pad_proportion=0.05779, over 15163.97 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.286, pruned_loss=0.06196, over 2469474.43 frames. utt_duration=1205 frames, utt_pad_proportion=0.07161, over 8207.46 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2872, pruned_loss=0.05856, over 2472281.68 frames. utt_duration=613 frames, utt_pad_proportion=0.05524, over 16171.63 utterances.], batch size: 114, lr: 2.20e-04
2022-09-01 12:29:02,929 INFO [train.py:927] (5/8) Epoch 18, batch 22450, giga_loss[loss=0.1616, simple_loss=0.252, pruned_loss=0.03563, over 12299.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02781, over 45.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2834, pruned_loss=0.05751, over 2470534.71 frames. utt_duration=665.7 frames, utt_pad_proportion=0.0576, over 14878.05 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2862, pruned_loss=0.06207, over 2468592.01 frames. utt_duration=1210 frames, utt_pad_proportion=0.06958, over 8169.78 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2838, pruned_loss=0.05709, over 2471464.19 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05619, over 15974.67 utterances.], batch size: 45, lr: 2.20e-04
2022-09-01 12:30:43,884 INFO [train.py:927] (5/8) Epoch 18, batch 22500, giga_loss[loss=0.2146, simple_loss=0.3047, pruned_loss=0.06231, over 12432.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05397, over 162.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2824, pruned_loss=0.05662, over 2470852.70 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05757, over 15496.50 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2857, pruned_loss=0.06168, over 2468429.83 frames. utt_duration=1216 frames, utt_pad_proportion=0.06834, over 8126.96 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2831, pruned_loss=0.05653, over 2471798.10 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05695, over 16573.03 utterances.], batch size: 162, lr: 2.20e-04
2022-09-01 12:32:26,235 INFO [train.py:927] (5/8) Epoch 18, batch 22550, giga_loss[loss=0.2106, simple_loss=0.305, pruned_loss=0.05807, over 12348.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2849, pruned_loss=0.057, over 2471664.12 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06314, over 16986.97 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.286, pruned_loss=0.06178, over 2468408.24 frames. utt_duration=1216 frames, utt_pad_proportion=0.06785, over 8131.99 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2851, pruned_loss=0.05677, over 2472460.72 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06254, over 17941.10 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:34:05,701 INFO [train.py:927] (5/8) Epoch 18, batch 22600, giga_loss[loss=0.1775, simple_loss=0.2776, pruned_loss=0.03874, over 12392.00 frames. utt_duration=343.5 frames, utt_pad_proportion=0.03794, over 145.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2853, pruned_loss=0.05585, over 2473011.88 frames. utt_duration=546.5 frames, utt_pad_proportion=0.0625, over 18150.24 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2858, pruned_loss=0.06158, over 2468545.96 frames. utt_duration=1220 frames, utt_pad_proportion=0.06683, over 8103.86 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2857, pruned_loss=0.05573, over 2473625.11 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06246, over 19158.58 utterances.], batch size: 145, lr: 2.20e-04
2022-09-01 12:35:47,769 INFO [train.py:927] (5/8) Epoch 18, batch 22650, giga_loss[loss=0.2087, simple_loss=0.2942, pruned_loss=0.06154, over 12395.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03152, over 122.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2852, pruned_loss=0.05555, over 2473349.11 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05838, over 18090.19 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2858, pruned_loss=0.0616, over 2468586.77 frames. utt_duration=1223 frames, utt_pad_proportion=0.06635, over 8086.86 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2855, pruned_loss=0.05539, over 2473823.24 frames. utt_duration=522.6 frames, utt_pad_proportion=0.05869, over 18987.75 utterances.], batch size: 122, lr: 2.20e-04
2022-09-01 12:37:30,151 INFO [train.py:927] (5/8) Epoch 18, batch 22700, giga_loss[loss=0.2024, simple_loss=0.2832, pruned_loss=0.06082, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03175, over 43.00 utterances.], tot_loss[loss=0.198, simple_loss=0.285, pruned_loss=0.05547, over 2473733.34 frames. utt_duration=555.3 frames, utt_pad_proportion=0.0564, over 17867.68 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2854, pruned_loss=0.06144, over 2468426.53 frames. utt_duration=1225 frames, utt_pad_proportion=0.06628, over 8069.22 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2855, pruned_loss=0.05534, over 2474358.51 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05664, over 18813.31 utterances.], batch size: 43, lr: 2.20e-04
2022-09-01 12:39:12,776 INFO [train.py:927] (5/8) Epoch 18, batch 22750, giga_loss[loss=0.1939, simple_loss=0.2875, pruned_loss=0.05015, over 12454.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.0347, over 105.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2865, pruned_loss=0.05605, over 2473476.86 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05424, over 17344.06 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2853, pruned_loss=0.06142, over 2468296.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06585, over 8049.58 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.287, pruned_loss=0.05591, over 2474147.85 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05467, over 18197.68 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 12:40:55,615 INFO [train.py:927] (5/8) Epoch 18, batch 22800, giga_loss[loss=0.1961, simple_loss=0.2811, pruned_loss=0.0556, over 12454.00 frames. utt_duration=1039 frames, utt_pad_proportion=0.0204, over 48.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2871, pruned_loss=0.05648, over 2473821.07 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05386, over 16812.60 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2853, pruned_loss=0.06153, over 2468633.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.06827, over 8101.33 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2875, pruned_loss=0.05612, over 2474234.46 frames. utt_duration=560 frames, utt_pad_proportion=0.05307, over 17721.86 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 12:42:35,141 INFO [train.py:927] (5/8) Epoch 18, batch 22850, libri_loss[loss=0.1957, simple_loss=0.2747, pruned_loss=0.05833, over 12451.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006021, over 35.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2875, pruned_loss=0.0564, over 2474255.44 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05954, over 16723.90 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2851, pruned_loss=0.06143, over 2468975.20 frames. utt_duration=1212 frames, utt_pad_proportion=0.07089, over 8158.62 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2881, pruned_loss=0.05603, over 2474470.86 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05742, over 17745.61 utterances.], batch size: 35, lr: 2.20e-04
2022-09-01 12:44:18,442 INFO [train.py:927] (5/8) Epoch 18, batch 22900, giga_loss[loss=0.1971, simple_loss=0.2861, pruned_loss=0.05403, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2865, pruned_loss=0.0558, over 2474439.67 frames. utt_duration=593.2 frames, utt_pad_proportion=0.05769, over 16727.95 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2851, pruned_loss=0.06128, over 2469119.96 frames. utt_duration=1215 frames, utt_pad_proportion=0.06969, over 8140.94 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2871, pruned_loss=0.05551, over 2474594.33 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05645, over 17751.01 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 12:46:00,245 INFO [train.py:927] (5/8) Epoch 18, batch 22950, giga_loss[loss=0.215, simple_loss=0.3029, pruned_loss=0.0636, over 12440.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04401, over 134.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2851, pruned_loss=0.05537, over 2473469.02 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05933, over 16764.44 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2853, pruned_loss=0.06134, over 2468876.59 frames. utt_duration=1219 frames, utt_pad_proportion=0.06811, over 8114.18 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2853, pruned_loss=0.05492, over 2473939.00 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05883, over 17842.66 utterances.], batch size: 134, lr: 2.20e-04
2022-09-01 12:47:39,928 INFO [train.py:927] (5/8) Epoch 18, batch 23000, giga_loss[loss=0.2014, simple_loss=0.2877, pruned_loss=0.05753, over 12302.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03051, over 48.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2865, pruned_loss=0.05542, over 2473879.80 frames. utt_duration=568.3 frames, utt_pad_proportion=0.0602, over 17459.10 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2855, pruned_loss=0.06152, over 2468950.62 frames. utt_duration=1220 frames, utt_pad_proportion=0.06706, over 8104.97 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2865, pruned_loss=0.05481, over 2474259.41 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06014, over 18490.62 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 12:49:21,474 INFO [train.py:927] (5/8) Epoch 18, batch 23050, giga_loss[loss=0.1903, simple_loss=0.2755, pruned_loss=0.05259, over 12392.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03371, over 80.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2869, pruned_loss=0.05574, over 2474823.11 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06513, over 18091.95 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2862, pruned_loss=0.06193, over 2469246.15 frames. utt_duration=1190 frames, utt_pad_proportion=0.07658, over 8313.41 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2863, pruned_loss=0.05476, over 2474965.90 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06121, over 18954.72 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 12:51:00,814 INFO [train.py:927] (5/8) Epoch 18, batch 23100, giga_loss[loss=0.1532, simple_loss=0.2344, pruned_loss=0.03599, over 12290.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05305, over 26.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.285, pruned_loss=0.05569, over 2474421.31 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06414, over 17991.99 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2862, pruned_loss=0.06188, over 2469347.66 frames. utt_duration=1192 frames, utt_pad_proportion=0.076, over 8293.75 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2846, pruned_loss=0.05488, over 2474513.77 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06125, over 18820.70 utterances.], batch size: 26, lr: 2.20e-04
2022-09-01 12:52:40,564 INFO [train.py:927] (5/8) Epoch 18, batch 23150, giga_loss[loss=0.1898, simple_loss=0.2658, pruned_loss=0.05692, over 12333.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03407, over 51.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2827, pruned_loss=0.05519, over 2474252.73 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06226, over 17489.35 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2857, pruned_loss=0.06165, over 2469351.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07574, over 8270.02 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2827, pruned_loss=0.05461, over 2474428.74 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05999, over 18375.68 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 12:54:22,052 INFO [train.py:927] (5/8) Epoch 18, batch 23200, giga_loss[loss=0.1725, simple_loss=0.256, pruned_loss=0.0445, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.03781, over 28.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.28, pruned_loss=0.05452, over 2473539.08 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06134, over 17176.00 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2857, pruned_loss=0.06146, over 2469276.95 frames. utt_duration=1202 frames, utt_pad_proportion=0.07446, over 8229.65 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2799, pruned_loss=0.05407, over 2473865.08 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05995, over 18129.27 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 12:56:02,906 INFO [train.py:927] (5/8) Epoch 18, batch 23250, giga_loss[loss=0.1759, simple_loss=0.2624, pruned_loss=0.04466, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03264, over 85.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2765, pruned_loss=0.05335, over 2474099.03 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06056, over 17130.78 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2857, pruned_loss=0.06153, over 2469220.35 frames. utt_duration=1201 frames, utt_pad_proportion=0.07421, over 8233.19 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2763, pruned_loss=0.05279, over 2474518.56 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05946, over 18054.33 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 12:57:44,830 INFO [train.py:927] (5/8) Epoch 18, batch 23300, giga_loss[loss=0.2111, simple_loss=0.2983, pruned_loss=0.06196, over 12363.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2784, pruned_loss=0.05399, over 2473733.58 frames. utt_duration=558 frames, utt_pad_proportion=0.06476, over 17780.04 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.286, pruned_loss=0.06177, over 2468902.91 frames. utt_duration=1200 frames, utt_pad_proportion=0.0738, over 8239.28 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2778, pruned_loss=0.05319, over 2474447.42 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06381, over 18672.48 utterances.], batch size: 122, lr: 2.20e-04
2022-09-01 12:59:27,861 INFO [train.py:927] (5/8) Epoch 18, batch 23350, giga_loss[loss=0.1858, simple_loss=0.282, pruned_loss=0.04478, over 12376.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03342, over 104.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2813, pruned_loss=0.05487, over 2473958.04 frames. utt_duration=555 frames, utt_pad_proportion=0.06506, over 17880.22 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2861, pruned_loss=0.06179, over 2469043.77 frames. utt_duration=1193 frames, utt_pad_proportion=0.07665, over 8287.13 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2806, pruned_loss=0.05405, over 2474510.12 frames. utt_duration=528.9 frames, utt_pad_proportion=0.063, over 18767.12 utterances.], batch size: 104, lr: 2.20e-04
2022-09-01 13:01:09,689 INFO [train.py:927] (5/8) Epoch 18, batch 23400, libri_loss[loss=0.2295, simple_loss=0.3135, pruned_loss=0.07277, over 12329.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.04237, over 46.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.283, pruned_loss=0.05537, over 2473068.92 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06327, over 17709.28 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2866, pruned_loss=0.06201, over 2468513.12 frames. utt_duration=1186 frames, utt_pad_proportion=0.07903, over 8336.22 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2818, pruned_loss=0.05425, over 2474143.67 frames. utt_duration=530 frames, utt_pad_proportion=0.06053, over 18724.62 utterances.], batch size: 46, lr: 2.20e-04
2022-09-01 13:02:56,048 INFO [train.py:927] (5/8) Epoch 18, batch 23450, giga_loss[loss=0.2495, simple_loss=0.3297, pruned_loss=0.08466, over 12397.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03361, over 80.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2882, pruned_loss=0.05889, over 2473244.58 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06559, over 17931.30 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2867, pruned_loss=0.06207, over 2468496.32 frames. utt_duration=1179 frames, utt_pad_proportion=0.08215, over 8386.24 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2872, pruned_loss=0.05784, over 2474210.15 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06197, over 18912.04 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 13:04:36,868 INFO [train.py:927] (5/8) Epoch 18, batch 23500, giga_loss[loss=0.207, simple_loss=0.299, pruned_loss=0.05754, over 12464.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03002, over 75.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2941, pruned_loss=0.06238, over 2474132.57 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06419, over 18419.78 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2864, pruned_loss=0.06186, over 2468667.41 frames. utt_duration=1182 frames, utt_pad_proportion=0.08029, over 8362.72 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2937, pruned_loss=0.06172, over 2474945.84 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06197, over 19563.73 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 13:06:23,043 INFO [train.py:927] (5/8) Epoch 18, batch 23550, giga_loss[loss=0.236, simple_loss=0.3166, pruned_loss=0.07769, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03758, over 40.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3013, pruned_loss=0.06776, over 2474896.43 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06603, over 19606.57 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.286, pruned_loss=0.06172, over 2468588.97 frames. utt_duration=1183 frames, utt_pad_proportion=0.07994, over 8358.50 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3015, pruned_loss=0.0674, over 2475705.74 frames. utt_duration=480 frames, utt_pad_proportion=0.0643, over 20695.75 utterances.], batch size: 40, lr: 2.20e-04
2022-09-01 13:08:06,984 INFO [train.py:927] (5/8) Epoch 18, batch 23600, giga_loss[loss=0.2912, simple_loss=0.3422, pruned_loss=0.1201, over 12354.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2105, over 372.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.07184, over 2474859.67 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07364, over 20874.91 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2858, pruned_loss=0.06163, over 2468584.55 frames. utt_duration=1188 frames, utt_pad_proportion=0.07858, over 8321.98 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3069, pruned_loss=0.07178, over 2475667.09 frames. utt_duration=451 frames, utt_pad_proportion=0.07232, over 22028.83 utterances.], batch size: 372, lr: 2.20e-04
2022-09-01 13:09:52,562 INFO [train.py:927] (5/8) Epoch 18, batch 23650, giga_loss[loss=0.2155, simple_loss=0.2941, pruned_loss=0.06843, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03381, over 43.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3098, pruned_loss=0.07558, over 2475260.75 frames. utt_duration=455.6 frames, utt_pad_proportion=0.0826, over 21802.60 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2856, pruned_loss=0.06152, over 2469010.03 frames. utt_duration=1192 frames, utt_pad_proportion=0.07722, over 8296.80 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3112, pruned_loss=0.07592, over 2475706.29 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08155, over 23084.20 utterances.], batch size: 43, lr: 2.20e-04
2022-09-01 13:11:40,528 INFO [train.py:927] (5/8) Epoch 18, batch 23700, giga_loss[loss=0.3348, simple_loss=0.3813, pruned_loss=0.1442, over 12402.00 frames. utt_duration=191.5 frames, utt_pad_proportion=0.1135, over 261.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3113, pruned_loss=0.07668, over 2475728.46 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07979, over 21131.74 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2847, pruned_loss=0.06108, over 2469041.47 frames. utt_duration=1204 frames, utt_pad_proportion=0.07523, over 8215.41 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3141, pruned_loss=0.07793, over 2476292.37 frames. utt_duration=437.1 frames, utt_pad_proportion=0.0798, over 22738.36 utterances.], batch size: 261, lr: 2.20e-04
2022-09-01 13:13:36,153 INFO [train.py:927] (5/8) Epoch 18, batch 23750, giga_loss[loss=0.2479, simple_loss=0.3298, pruned_loss=0.08304, over 12413.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.312, pruned_loss=0.07752, over 2474593.18 frames. utt_duration=465.2 frames, utt_pad_proportion=0.08402, over 21343.25 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2847, pruned_loss=0.06108, over 2469041.47 frames. utt_duration=1204 frames, utt_pad_proportion=0.07523, over 8215.41 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3142, pruned_loss=0.07849, over 2475032.08 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08379, over 22593.71 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 13:15:19,818 INFO [train.py:927] (5/8) Epoch 18, batch 23800, giga_loss[loss=0.2144, simple_loss=0.3032, pruned_loss=0.06277, over 12340.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03034, over 91.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3132, pruned_loss=0.0776, over 2474617.46 frames. utt_duration=463.9 frames, utt_pad_proportion=0.08149, over 21404.67 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2847, pruned_loss=0.06103, over 2468990.84 frames. utt_duration=1207 frames, utt_pad_proportion=0.07382, over 8193.26 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3157, pruned_loss=0.07881, over 2475141.08 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08197, over 22723.68 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 13:17:05,498 INFO [train.py:927] (5/8) Epoch 18, batch 23850, giga_loss[loss=0.2688, simple_loss=0.3316, pruned_loss=0.103, over 12421.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07628, over 213.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3126, pruned_loss=0.07689, over 2473950.64 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08061, over 21228.38 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2843, pruned_loss=0.06067, over 2469168.68 frames. utt_duration=1201 frames, utt_pad_proportion=0.07603, over 8236.47 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3161, pruned_loss=0.07887, over 2474459.52 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08046, over 22789.27 utterances.], batch size: 213, lr: 2.20e-04
2022-09-01 13:18:55,608 INFO [train.py:927] (5/8) Epoch 18, batch 23900, giga_loss[loss=0.2303, simple_loss=0.3105, pruned_loss=0.07511, over 12320.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.02919, over 79.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3109, pruned_loss=0.07457, over 2474091.82 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07633, over 20591.39 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2839, pruned_loss=0.06046, over 2469395.74 frames. utt_duration=1209 frames, utt_pad_proportion=0.07438, over 8181.18 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.315, pruned_loss=0.07681, over 2474444.49 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07711, over 22298.71 utterances.], batch size: 79, lr: 2.20e-04
2022-09-01 13:20:42,007 INFO [train.py:927] (5/8) Epoch 18, batch 23950, giga_loss[loss=0.2225, simple_loss=0.3092, pruned_loss=0.06793, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3099, pruned_loss=0.07363, over 2473789.78 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07646, over 20797.55 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2842, pruned_loss=0.06057, over 2469004.84 frames. utt_duration=1213 frames, utt_pad_proportion=0.07298, over 8149.96 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3134, pruned_loss=0.07562, over 2474526.17 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0776, over 22484.77 utterances.], batch size: 113, lr: 2.20e-04
2022-09-01 13:22:25,790 INFO [train.py:927] (5/8) Epoch 18, batch 24000, libri_loss[loss=0.2321, simple_loss=0.3033, pruned_loss=0.08042, over 12450.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009653, over 39.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3078, pruned_loss=0.07264, over 2474198.16 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07455, over 20402.99 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2836, pruned_loss=0.06036, over 2469268.66 frames. utt_duration=1213 frames, utt_pad_proportion=0.07467, over 8151.90 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3124, pruned_loss=0.07505, over 2474787.36 frames. utt_duration=444 frames, utt_pad_proportion=0.07523, over 22366.66 utterances.], batch size: 39, lr: 2.20e-04
2022-09-01 13:22:25,791 INFO [train.py:958] (5/8) Computing validation loss
2022-09-01 13:22:42,033 INFO [train.py:967] (5/8) 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 13:24:31,176 INFO [train.py:927] (5/8) Epoch 18, batch 24050, giga_loss[loss=0.2274, simple_loss=0.3162, pruned_loss=0.06931, over 12423.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03687, over 113.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3076, pruned_loss=0.07258, over 2473567.31 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07638, over 20417.63 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2837, pruned_loss=0.06033, over 2469471.65 frames. utt_duration=1209 frames, utt_pad_proportion=0.0744, over 8179.52 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3116, pruned_loss=0.07474, over 2473943.79 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07691, over 22173.82 utterances.], batch size: 113, lr: 2.20e-04
2022-09-01 13:26:17,357 INFO [train.py:927] (5/8) Epoch 18, batch 24100, giga_loss[loss=0.2087, simple_loss=0.2943, pruned_loss=0.06152, over 12087.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03802, over 30.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3073, pruned_loss=0.07053, over 2473839.17 frames. utt_duration=508.6 frames, utt_pad_proportion=0.0707, over 19511.70 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2834, pruned_loss=0.06021, over 2469702.98 frames. utt_duration=1213 frames, utt_pad_proportion=0.0731, over 8153.32 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3113, pruned_loss=0.07262, over 2474021.65 frames. utt_duration=468.2 frames, utt_pad_proportion=0.072, over 21202.60 utterances.], batch size: 30, lr: 2.20e-04
2022-09-01 13:28:02,646 INFO [train.py:927] (5/8) Epoch 18, batch 24150, giga_loss[loss=0.2198, simple_loss=0.3068, pruned_loss=0.06637, over 12383.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3081, pruned_loss=0.07098, over 2473471.87 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07187, over 19592.44 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2834, pruned_loss=0.06017, over 2469304.81 frames. utt_duration=1218 frames, utt_pad_proportion=0.07137, over 8116.46 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3121, pruned_loss=0.07302, over 2474121.27 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07338, over 21338.40 utterances.], batch size: 97, lr: 2.20e-04
2022-09-01 13:29:46,764 INFO [train.py:927] (5/8) Epoch 18, batch 24200, libri_loss[loss=0.1904, simple_loss=0.2821, pruned_loss=0.0493, over 12334.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006797, over 33.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3065, pruned_loss=0.07026, over 2473412.89 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06539, over 19101.43 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2834, pruned_loss=0.06004, over 2469045.95 frames. utt_duration=1219 frames, utt_pad_proportion=0.07024, over 8109.47 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3102, pruned_loss=0.07225, over 2474275.30 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06748, over 20758.23 utterances.], batch size: 33, lr: 2.20e-04
2022-09-01 13:31:30,346 INFO [train.py:927] (5/8) Epoch 18, batch 24250, giga_loss[loss=0.2139, simple_loss=0.2993, pruned_loss=0.0642, over 12265.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02869, over 42.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3056, pruned_loss=0.07048, over 2473558.56 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07071, over 19489.39 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2835, pruned_loss=0.06004, over 2469100.71 frames. utt_duration=1211 frames, utt_pad_proportion=0.07338, over 8165.27 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.309, pruned_loss=0.0723, over 2474289.11 frames. utt_duration=472.5 frames, utt_pad_proportion=0.0709, over 21009.34 utterances.], batch size: 42, lr: 2.20e-04
2022-09-01 13:33:13,231 INFO [train.py:927] (5/8) Epoch 18, batch 24300, giga_loss[loss=0.1882, simple_loss=0.2845, pruned_loss=0.04596, over 12355.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03496, over 104.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3048, pruned_loss=0.06922, over 2472922.75 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06864, over 19191.48 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2831, pruned_loss=0.05995, over 2468487.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.07127, over 8101.91 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3088, pruned_loss=0.07117, over 2474274.01 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06969, over 20953.94 utterances.], batch size: 104, lr: 2.20e-04
2022-09-01 13:35:03,022 INFO [train.py:927] (5/8) Epoch 18, batch 24350, giga_loss[loss=0.2053, simple_loss=0.3046, pruned_loss=0.05306, over 12335.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.02734, over 74.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3035, pruned_loss=0.06857, over 2473125.18 frames. utt_duration=502 frames, utt_pad_proportion=0.07123, over 19763.30 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2827, pruned_loss=0.05978, over 2468445.34 frames. utt_duration=1225 frames, utt_pad_proportion=0.07023, over 8073.15 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3074, pruned_loss=0.07041, over 2474303.74 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07218, over 21369.75 utterances.], batch size: 74, lr: 2.20e-04
2022-09-01 13:36:44,056 INFO [train.py:927] (5/8) Epoch 18, batch 24400, giga_loss[loss=0.3299, simple_loss=0.3747, pruned_loss=0.1425, over 12377.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09822, over 256.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3033, pruned_loss=0.0692, over 2473350.28 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07297, over 20263.34 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2829, pruned_loss=0.05982, over 2468538.24 frames. utt_duration=1225 frames, utt_pad_proportion=0.06947, over 8068.12 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3064, pruned_loss=0.07072, over 2474279.35 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07385, over 21699.34 utterances.], batch size: 256, lr: 2.20e-04
2022-09-01 13:38:28,465 INFO [train.py:927] (5/8) Epoch 18, batch 24450, giga_loss[loss=0.1835, simple_loss=0.276, pruned_loss=0.04552, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3023, pruned_loss=0.06917, over 2474300.11 frames. utt_duration=484 frames, utt_pad_proportion=0.07632, over 20510.86 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2831, pruned_loss=0.05995, over 2468675.01 frames. utt_duration=1227 frames, utt_pad_proportion=0.06869, over 8059.93 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3049, pruned_loss=0.07042, over 2474982.57 frames. utt_duration=454 frames, utt_pad_proportion=0.07708, over 21874.98 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 13:40:11,115 INFO [train.py:927] (5/8) Epoch 18, batch 24500, libri_loss[loss=0.1455, simple_loss=0.2394, pruned_loss=0.02584, over 12225.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.05505, over 27.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3022, pruned_loss=0.06946, over 2474343.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07385, over 20778.47 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2837, pruned_loss=0.06034, over 2468511.94 frames. utt_duration=1204 frames, utt_pad_proportion=0.07649, over 8209.34 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3044, pruned_loss=0.07041, over 2475230.58 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07191, over 22141.68 utterances.], batch size: 27, lr: 2.20e-04
2022-09-01 13:41:54,188 INFO [train.py:927] (5/8) Epoch 18, batch 24550, giga_loss[loss=0.2435, simple_loss=0.3308, pruned_loss=0.07808, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03193, over 80.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3018, pruned_loss=0.06844, over 2474243.77 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0725, over 20450.40 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2833, pruned_loss=0.06012, over 2468477.86 frames. utt_duration=1210 frames, utt_pad_proportion=0.07557, over 8173.37 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3042, pruned_loss=0.06957, over 2475085.79 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07128, over 21788.41 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 13:43:36,520 INFO [train.py:927] (5/8) Epoch 18, batch 24600, giga_loss[loss=0.2286, simple_loss=0.301, pruned_loss=0.07806, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03636, over 40.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3023, pruned_loss=0.06826, over 2473982.15 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07091, over 19703.60 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2834, pruned_loss=0.0602, over 2468410.35 frames. utt_duration=1213 frames, utt_pad_proportion=0.07472, over 8151.84 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3045, pruned_loss=0.06918, over 2474787.52 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07025, over 20933.08 utterances.], batch size: 40, lr: 2.20e-04
2022-09-01 13:45:26,517 INFO [train.py:927] (5/8) Epoch 18, batch 24650, giga_loss[loss=0.2115, simple_loss=0.2991, pruned_loss=0.06202, over 12369.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.305, pruned_loss=0.07057, over 2473841.41 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07454, over 20167.74 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2835, pruned_loss=0.0602, over 2468396.00 frames. utt_duration=1214 frames, utt_pad_proportion=0.07358, over 8140.88 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.307, pruned_loss=0.07148, over 2474590.00 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07425, over 21373.95 utterances.], batch size: 97, lr: 2.20e-04
2022-09-01 13:47:09,660 INFO [train.py:927] (5/8) Epoch 18, batch 24700, giga_loss[loss=0.2128, simple_loss=0.2976, pruned_loss=0.06398, over 12396.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02922, over 58.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3051, pruned_loss=0.07107, over 2473918.30 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07051, over 19541.22 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2842, pruned_loss=0.06057, over 2468162.37 frames. utt_duration=1197 frames, utt_pad_proportion=0.07806, over 8254.77 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3065, pruned_loss=0.0717, over 2474837.12 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0687, over 20657.31 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 13:48:55,041 INFO [train.py:927] (5/8) Epoch 18, batch 24750, giga_loss[loss=0.228, simple_loss=0.3028, pruned_loss=0.07662, over 12390.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03032, over 62.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3057, pruned_loss=0.07243, over 2474117.29 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07342, over 20349.31 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2841, pruned_loss=0.06053, over 2468212.92 frames. utt_duration=1200 frames, utt_pad_proportion=0.07723, over 8239.97 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3072, pruned_loss=0.07311, over 2474878.26 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07215, over 21399.51 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 13:50:34,747 INFO [train.py:927] (5/8) Epoch 18, batch 24800, giga_loss[loss=0.2141, simple_loss=0.3028, pruned_loss=0.06276, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3045, pruned_loss=0.07045, over 2473799.48 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06815, over 19827.54 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2839, pruned_loss=0.06031, over 2468185.84 frames. utt_duration=1205 frames, utt_pad_proportion=0.0758, over 8203.29 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3063, pruned_loss=0.07143, over 2474546.35 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0678, over 20943.45 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 13:52:18,891 INFO [train.py:927] (5/8) Epoch 18, batch 24850, giga_loss[loss=0.2058, simple_loss=0.2859, pruned_loss=0.06283, over 12442.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03378, over 105.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3038, pruned_loss=0.06994, over 2473584.23 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06994, over 19934.80 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2845, pruned_loss=0.06075, over 2468343.34 frames. utt_duration=1185 frames, utt_pad_proportion=0.08226, over 8343.12 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.305, pruned_loss=0.07048, over 2474139.77 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06712, over 20907.53 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 13:53:59,933 INFO [train.py:927] (5/8) Epoch 18, batch 24900, giga_loss[loss=0.2326, simple_loss=0.3298, pruned_loss=0.06769, over 12421.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.02951, over 75.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3034, pruned_loss=0.07, over 2474300.02 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07157, over 20148.84 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2848, pruned_loss=0.06076, over 2468280.08 frames. utt_duration=1185 frames, utt_pad_proportion=0.08137, over 8343.15 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3045, pruned_loss=0.07058, over 2474904.42 frames. utt_duration=470 frames, utt_pad_proportion=0.06952, over 21127.32 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 13:55:44,915 INFO [train.py:927] (5/8) Epoch 18, batch 24950, giga_loss[loss=0.2198, simple_loss=0.3143, pruned_loss=0.0627, over 12382.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04219, over 37.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3061, pruned_loss=0.07088, over 2474647.11 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07123, over 20456.86 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2846, pruned_loss=0.06066, over 2468379.42 frames. utt_duration=1185 frames, utt_pad_proportion=0.08105, over 8344.46 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3076, pruned_loss=0.07162, over 2475170.76 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06965, over 21458.70 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 13:57:29,772 INFO [train.py:927] (5/8) Epoch 18, batch 25000, giga_loss[loss=0.2128, simple_loss=0.3022, pruned_loss=0.06174, over 12382.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02616, over 66.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3093, pruned_loss=0.07223, over 2475427.04 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07292, over 21555.62 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2847, pruned_loss=0.06067, over 2468376.52 frames. utt_duration=1184 frames, utt_pad_proportion=0.08082, over 8348.74 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3105, pruned_loss=0.07284, over 2475868.66 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07174, over 22393.07 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 13:59:14,314 INFO [train.py:927] (5/8) Epoch 18, batch 25050, libri_loss[loss=0.1646, simple_loss=0.2548, pruned_loss=0.03717, over 12413.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008084, over 30.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.311, pruned_loss=0.0738, over 2474790.69 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07282, over 21464.31 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2845, pruned_loss=0.06044, over 2468075.94 frames. utt_duration=1190 frames, utt_pad_proportion=0.07968, over 8310.02 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3126, pruned_loss=0.07475, over 2475524.91 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07224, over 22409.82 utterances.], batch size: 30, lr: 2.20e-04
2022-09-01 14:00:59,568 INFO [train.py:927] (5/8) Epoch 18, batch 25100, giga_loss[loss=0.2506, simple_loss=0.3221, pruned_loss=0.08958, over 12410.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06921, over 213.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3093, pruned_loss=0.07351, over 2475329.44 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07392, over 21166.36 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2848, pruned_loss=0.06056, over 2468328.59 frames. utt_duration=1193 frames, utt_pad_proportion=0.07782, over 8283.86 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3115, pruned_loss=0.07477, over 2475965.76 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07392, over 22543.58 utterances.], batch size: 213, lr: 2.20e-04
2022-09-01 14:02:44,834 INFO [train.py:927] (5/8) Epoch 18, batch 25150, giga_loss[loss=0.2094, simple_loss=0.2968, pruned_loss=0.061, over 12378.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3077, pruned_loss=0.07323, over 2475421.11 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07314, over 20948.97 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2844, pruned_loss=0.0603, over 2468351.92 frames. utt_duration=1197 frames, utt_pad_proportion=0.07646, over 8258.19 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3103, pruned_loss=0.07477, over 2476058.67 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07364, over 22375.32 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 14:04:27,672 INFO [train.py:927] (5/8) Epoch 18, batch 25200, giga_loss[loss=0.2342, simple_loss=0.3175, pruned_loss=0.07548, over 12442.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3068, pruned_loss=0.07354, over 2475629.98 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07533, over 21143.85 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2842, pruned_loss=0.06028, over 2468202.59 frames. utt_duration=1200 frames, utt_pad_proportion=0.07503, over 8240.81 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3097, pruned_loss=0.07514, over 2476448.53 frames. utt_duration=439 frames, utt_pad_proportion=0.07603, over 22640.19 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 14:06:10,534 INFO [train.py:927] (5/8) Epoch 18, batch 25250, giga_loss[loss=0.2243, simple_loss=0.3027, pruned_loss=0.07293, over 12118.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04363, over 33.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.306, pruned_loss=0.07334, over 2475209.95 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07224, over 21060.45 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2843, pruned_loss=0.06029, over 2468070.14 frames. utt_duration=1199 frames, utt_pad_proportion=0.07457, over 8247.14 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3085, pruned_loss=0.07477, over 2476086.60 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07312, over 22419.13 utterances.], batch size: 33, lr: 2.19e-04
2022-09-01 14:07:51,345 INFO [train.py:927] (5/8) Epoch 18, batch 25300, giga_loss[loss=0.2168, simple_loss=0.3075, pruned_loss=0.06308, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02863, over 70.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3064, pruned_loss=0.07295, over 2474129.84 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07014, over 20219.64 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2842, pruned_loss=0.06015, over 2467755.55 frames. utt_duration=1206 frames, utt_pad_proportion=0.07296, over 8198.37 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3091, pruned_loss=0.07455, over 2475318.49 frames. utt_duration=458 frames, utt_pad_proportion=0.0715, over 21688.57 utterances.], batch size: 70, lr: 2.19e-04
2022-09-01 14:09:36,999 INFO [train.py:927] (5/8) Epoch 18, batch 25350, giga_loss[loss=0.3013, simple_loss=0.3533, pruned_loss=0.1246, over 12374.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3085, pruned_loss=0.07515, over 2474335.39 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07193, over 20772.86 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2844, pruned_loss=0.06029, over 2467945.84 frames. utt_duration=1195 frames, utt_pad_proportion=0.07598, over 8269.87 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3111, pruned_loss=0.07665, over 2475277.58 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07176, over 22206.05 utterances.], batch size: 258, lr: 2.19e-04
2022-09-01 14:11:21,637 INFO [train.py:927] (5/8) Epoch 18, batch 25400, libri_loss[loss=0.2141, simple_loss=0.3008, pruned_loss=0.06371, over 12328.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.0167, over 41.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3092, pruned_loss=0.07307, over 2474123.76 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07329, over 20575.56 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2845, pruned_loss=0.06027, over 2467892.05 frames. utt_duration=1200 frames, utt_pad_proportion=0.07428, over 8236.27 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3118, pruned_loss=0.07467, over 2475069.93 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07363, over 22096.01 utterances.], batch size: 41, lr: 2.19e-04
2022-09-01 14:13:04,462 INFO [train.py:927] (5/8) Epoch 18, batch 25450, giga_loss[loss=0.2428, simple_loss=0.3311, pruned_loss=0.07723, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03323, over 104.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3113, pruned_loss=0.07383, over 2473729.02 frames. utt_duration=482 frames, utt_pad_proportion=0.07487, over 20589.66 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2842, pruned_loss=0.06019, over 2467628.76 frames. utt_duration=1205 frames, utt_pad_proportion=0.07265, over 8198.88 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3147, pruned_loss=0.07568, over 2474939.81 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07561, over 22304.54 utterances.], batch size: 104, lr: 2.19e-04
2022-09-01 14:14:48,481 INFO [train.py:927] (5/8) Epoch 18, batch 25500, giga_loss[loss=0.2703, simple_loss=0.3352, pruned_loss=0.1027, over 12361.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3129, pruned_loss=0.07567, over 2473643.81 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08109, over 21684.08 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2839, pruned_loss=0.05998, over 2467394.28 frames. utt_duration=1209 frames, utt_pad_proportion=0.07175, over 8172.22 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3166, pruned_loss=0.07775, over 2475047.86 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08157, over 23447.43 utterances.], batch size: 371, lr: 2.19e-04
2022-09-01 14:16:33,565 INFO [train.py:927] (5/8) Epoch 18, batch 25550, giga_loss[loss=0.2988, simple_loss=0.349, pruned_loss=0.1243, over 12342.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2046, over 369.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.313, pruned_loss=0.07622, over 2473799.83 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08437, over 22192.48 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2839, pruned_loss=0.05977, over 2467375.33 frames. utt_duration=1214 frames, utt_pad_proportion=0.07047, over 8138.37 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3166, pruned_loss=0.0784, over 2475073.65 frames. utt_duration=415.4 frames, utt_pad_proportion=0.08495, over 23920.60 utterances.], batch size: 369, lr: 2.19e-04
2022-09-01 14:18:18,463 INFO [train.py:927] (5/8) Epoch 18, batch 25600, giga_loss[loss=0.2264, simple_loss=0.3223, pruned_loss=0.06524, over 12431.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03415, over 105.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3125, pruned_loss=0.07405, over 2474329.29 frames. utt_duration=466.8 frames, utt_pad_proportion=0.08177, over 21271.82 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2839, pruned_loss=0.05979, over 2467414.44 frames. utt_duration=1216 frames, utt_pad_proportion=0.06924, over 8125.22 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.316, pruned_loss=0.07611, over 2475443.04 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08293, over 22967.64 utterances.], batch size: 105, lr: 2.19e-04
2022-09-01 14:20:05,162 INFO [train.py:927] (5/8) Epoch 18, batch 25650, giga_loss[loss=0.2364, simple_loss=0.3203, pruned_loss=0.07627, over 12415.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04935, over 161.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3125, pruned_loss=0.07411, over 2474474.06 frames. utt_duration=472.3 frames, utt_pad_proportion=0.08042, over 21023.09 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2841, pruned_loss=0.05993, over 2467452.99 frames. utt_duration=1196 frames, utt_pad_proportion=0.07645, over 8259.44 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3157, pruned_loss=0.07597, over 2475496.68 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07938, over 22555.63 utterances.], batch size: 161, lr: 2.19e-04
2022-09-01 14:21:50,735 INFO [train.py:927] (5/8) Epoch 18, batch 25700, giga_loss[loss=0.2133, simple_loss=0.2925, pruned_loss=0.06706, over 12415.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04437, over 34.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3118, pruned_loss=0.07482, over 2474211.22 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0801, over 21178.17 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2842, pruned_loss=0.06001, over 2467232.18 frames. utt_duration=1194 frames, utt_pad_proportion=0.0763, over 8277.41 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3149, pruned_loss=0.07656, over 2475391.65 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0794, over 22669.00 utterances.], batch size: 34, lr: 2.19e-04
2022-09-01 14:23:45,420 INFO [train.py:927] (5/8) Epoch 18, batch 25750, giga_loss[loss=0.1959, simple_loss=0.278, pruned_loss=0.05687, over 12461.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03548, over 37.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3101, pruned_loss=0.07498, over 2474257.71 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08451, over 22036.92 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2841, pruned_loss=0.05992, over 2467170.75 frames. utt_duration=1198 frames, utt_pad_proportion=0.07521, over 8250.00 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3132, pruned_loss=0.07673, over 2475376.15 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08418, over 23506.61 utterances.], batch size: 37, lr: 2.19e-04
2022-09-01 14:25:26,242 INFO [train.py:927] (5/8) Epoch 18, batch 25800, giga_loss[loss=0.202, simple_loss=0.2799, pruned_loss=0.06205, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3092, pruned_loss=0.07547, over 2474289.05 frames. utt_duration=448.3 frames, utt_pad_proportion=0.08704, over 22147.78 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2842, pruned_loss=0.06006, over 2467104.41 frames. utt_duration=1192 frames, utt_pad_proportion=0.07743, over 8289.01 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3122, pruned_loss=0.07708, over 2475394.42 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0861, over 23595.42 utterances.], batch size: 55, lr: 2.19e-04
2022-09-01 14:27:04,708 INFO [train.py:927] (5/8) Epoch 18, batch 25850, giga_loss[loss=0.1946, simple_loss=0.2883, pruned_loss=0.05039, over 12436.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04152, over 114.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3068, pruned_loss=0.07248, over 2474592.41 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07995, over 22100.66 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2844, pruned_loss=0.06015, over 2467151.79 frames. utt_duration=1190 frames, utt_pad_proportion=0.07726, over 8305.58 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3092, pruned_loss=0.07387, over 2475526.50 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07968, over 23412.62 utterances.], batch size: 114, lr: 2.19e-04
2022-09-01 14:28:47,122 INFO [train.py:927] (5/8) Epoch 18, batch 25900, libri_loss[loss=0.1465, simple_loss=0.227, pruned_loss=0.03307, over 12410.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007729, over 30.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3041, pruned_loss=0.07049, over 2474671.78 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07748, over 21832.15 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2836, pruned_loss=0.05982, over 2467280.22 frames. utt_duration=1199 frames, utt_pad_proportion=0.07524, over 8241.16 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3075, pruned_loss=0.07231, over 2475587.84 frames. utt_duration=423.9 frames, utt_pad_proportion=0.078, over 23442.61 utterances.], batch size: 30, lr: 2.19e-04
2022-09-01 14:30:28,770 INFO [train.py:927] (5/8) Epoch 18, batch 25950, giga_loss[loss=0.2675, simple_loss=0.3264, pruned_loss=0.1043, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3021, pruned_loss=0.06951, over 2474574.24 frames. utt_duration=473.5 frames, utt_pad_proportion=0.0726, over 20968.02 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2845, pruned_loss=0.06006, over 2467205.02 frames. utt_duration=1208 frames, utt_pad_proportion=0.07271, over 8181.56 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3049, pruned_loss=0.07118, over 2475641.11 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07424, over 22857.93 utterances.], batch size: 58, lr: 2.19e-04
2022-09-01 14:32:07,646 INFO [train.py:927] (5/8) Epoch 18, batch 26000, giga_loss[loss=0.2003, simple_loss=0.2916, pruned_loss=0.05454, over 12396.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02388, over 48.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3009, pruned_loss=0.06856, over 2474668.79 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07032, over 20276.09 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2843, pruned_loss=0.05979, over 2466973.82 frames. utt_duration=1213 frames, utt_pad_proportion=0.07106, over 8145.60 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3038, pruned_loss=0.07037, over 2475931.73 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07237, over 22154.87 utterances.], batch size: 48, lr: 2.19e-04
2022-09-01 14:33:49,959 INFO [train.py:927] (5/8) Epoch 18, batch 26050, giga_loss[loss=0.1843, simple_loss=0.2786, pruned_loss=0.04504, over 12390.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3019, pruned_loss=0.06937, over 2475829.50 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07361, over 20667.65 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2843, pruned_loss=0.05975, over 2467221.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.07096, over 8158.90 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.07101, over 2476749.44 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07506, over 22376.28 utterances.], batch size: 70, lr: 2.19e-04
2022-09-01 14:35:33,592 INFO [train.py:927] (5/8) Epoch 18, batch 26100, giga_loss[loss=0.1896, simple_loss=0.2785, pruned_loss=0.05033, over 12326.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.03706, over 26.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3031, pruned_loss=0.07062, over 2474909.98 frames. utt_duration=471.3 frames, utt_pad_proportion=0.0792, over 21069.58 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.285, pruned_loss=0.06014, over 2467409.22 frames. utt_duration=1202 frames, utt_pad_proportion=0.07317, over 8224.06 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3052, pruned_loss=0.07191, over 2475742.80 frames. utt_duration=436 frames, utt_pad_proportion=0.07941, over 22790.58 utterances.], batch size: 26, lr: 2.19e-04
2022-09-01 14:37:17,128 INFO [train.py:927] (5/8) Epoch 18, batch 26150, giga_loss[loss=0.2381, simple_loss=0.3204, pruned_loss=0.07786, over 12431.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.04506, over 134.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3049, pruned_loss=0.0715, over 2474998.97 frames. utt_duration=460 frames, utt_pad_proportion=0.08055, over 21588.35 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2853, pruned_loss=0.06034, over 2467793.49 frames. utt_duration=1191 frames, utt_pad_proportion=0.07651, over 8298.89 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3069, pruned_loss=0.07271, over 2475566.44 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0798, over 23312.88 utterances.], batch size: 134, lr: 2.19e-04
2022-09-01 14:39:00,360 INFO [train.py:927] (5/8) Epoch 18, batch 26200, giga_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06023, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03109, over 42.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.0725, over 2474503.30 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08604, over 21833.02 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2855, pruned_loss=0.06066, over 2468172.11 frames. utt_duration=1171 frames, utt_pad_proportion=0.08321, over 8441.16 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3077, pruned_loss=0.07364, over 2474900.83 frames. utt_duration=420 frames, utt_pad_proportion=0.08273, over 23653.93 utterances.], batch size: 42, lr: 2.19e-04
2022-09-01 14:40:12,625 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-09-01 14:42:36,962 INFO [train.py:927] (5/8) Epoch 19, batch 50, giga_loss[loss=0.2053, simple_loss=0.3047, pruned_loss=0.05298, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03616, over 30.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.3049, pruned_loss=0.06014, over 547524.00 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05865, over 3612.13 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2898, pruned_loss=0.05435, over 49442.95 frames. utt_duration=1330 frames, utt_pad_proportion=0.008661, over 148.88 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3062, pruned_loss=0.06068, over 508227.58 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06052, over 3513.12 utterances.], batch size: 30, lr: 2.15e-04
2022-09-01 14:44:20,911 INFO [train.py:927] (5/8) Epoch 19, batch 100, giga_loss[loss=0.1912, simple_loss=0.2774, pruned_loss=0.05246, over 12408.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03403, over 80.00 utterances.], tot_loss[loss=0.197, simple_loss=0.285, pruned_loss=0.05455, over 974568.56 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06918, over 7419.71 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2916, pruned_loss=0.05417, over 73751.62 frames. utt_duration=1300 frames, utt_pad_proportion=0.01127, over 227.20 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2847, pruned_loss=0.05464, over 928459.01 frames. utt_duration=508.9 frames, utt_pad_proportion=0.07049, over 7319.71 utterances.], batch size: 80, lr: 2.15e-04
2022-09-01 14:46:00,522 INFO [train.py:927] (5/8) Epoch 19, batch 150, giga_loss[loss=0.1531, simple_loss=0.2357, pruned_loss=0.03525, over 12280.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.1842, simple_loss=0.2717, pruned_loss=0.04836, over 1307642.99 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06741, over 10005.41 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2942, pruned_loss=0.05304, over 109324.41 frames. utt_duration=1333 frames, utt_pad_proportion=0.01015, over 328.32 utterances.], giga_tot_loss[loss=0.1834, simple_loss=0.2704, pruned_loss=0.04817, over 1253763.24 frames. utt_duration=505 frames, utt_pad_proportion=0.06877, over 9959.87 utterances.], batch size: 54, lr: 2.15e-04
2022-09-01 14:47:38,993 INFO [train.py:927] (5/8) Epoch 19, batch 200, giga_loss[loss=0.1664, simple_loss=0.2513, pruned_loss=0.04079, over 12386.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.1784, simple_loss=0.2644, pruned_loss=0.04617, over 1566562.33 frames. utt_duration=508 frames, utt_pad_proportion=0.06814, over 12370.78 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2869, pruned_loss=0.05227, over 224938.62 frames. utt_duration=1244 frames, utt_pad_proportion=0.06255, over 724.22 utterances.], giga_tot_loss[loss=0.1767, simple_loss=0.2622, pruned_loss=0.04562, over 1475805.40 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06796, over 12451.44 utterances.], batch size: 183, lr: 2.15e-04
2022-09-01 14:47:44,811 INFO [utils.py:968] (5/8) 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] (5/8) features shape: torch.Size([54, 936, 80])
2022-09-01 14:47:44,964 INFO [utils.py:978] (5/8) num tokens: 2748