2022-08-26 17:12:43,647 INFO [train.py:1020] (4/8) Training started
2022-08-26 17:12:43,647 INFO [train.py:1030] (4/8) Device: cuda:4
2022-08-26 17:12:43,652 INFO [train.py:1039] (4/8) {'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] (4/8) About to create model
2022-08-26 17:12:44,279 INFO [train.py:460] (4/8) Use giga
2022-08-26 17:12:44,335 INFO [train.py:1045] (4/8) Number of model parameters: 86241344
2022-08-26 17:12:44,336 INFO [checkpoint.py:112] (4/8) Loading checkpoint from lstm_transducer_stateless2/exp/epoch-9.pt
2022-08-26 17:12:56,259 INFO [train.py:1060] (4/8) Using DDP
2022-08-26 17:12:57,340 INFO [train.py:1068] (4/8) Loading optimizer state dict
2022-08-26 17:12:59,054 INFO [train.py:1076] (4/8) Loading scheduler state dict
2022-08-26 17:12:59,055 INFO [librispeech.py:43] (4/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-26 17:12:59,063 INFO [librispeech.py:48] (4/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-26 17:12:59,065 INFO [librispeech.py:53] (4/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-26 17:12:59,067 INFO [train.py:1104] (4/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-26 17:12:59,067 INFO [gigaspeech.py:46] (4/8) About to get train-XL cuts
2022-08-26 17:12:59,097 INFO [gigaspeech.py:62] (4/8) Loading 1998 splits
2022-08-26 17:13:13,323 INFO [asr_datamodule.py:168] (4/8) Enable MUSAN
2022-08-26 17:13:13,323 INFO [asr_datamodule.py:180] (4/8) Enable SpecAugment
2022-08-26 17:13:13,323 INFO [asr_datamodule.py:181] (4/8) Time warp factor: 80
2022-08-26 17:13:13,324 INFO [asr_datamodule.py:196] (4/8) About to create train dataset
2022-08-26 17:13:13,324 INFO [asr_datamodule.py:227] (4/8) Using DynamicBucketingSampler.
2022-08-26 17:13:16,414 INFO [asr_datamodule.py:236] (4/8) About to create train dataloader
2022-08-26 17:13:16,414 INFO [asr_datamodule.py:168] (4/8) Enable MUSAN
2022-08-26 17:13:16,415 INFO [asr_datamodule.py:180] (4/8) Enable SpecAugment
2022-08-26 17:13:16,415 INFO [asr_datamodule.py:181] (4/8) Time warp factor: 80
2022-08-26 17:13:16,415 INFO [asr_datamodule.py:196] (4/8) About to create train dataset
2022-08-26 17:13:16,415 INFO [asr_datamodule.py:227] (4/8) Using DynamicBucketingSampler.
2022-08-26 17:13:20,157 INFO [asr_datamodule.py:236] (4/8) About to create train dataloader
2022-08-26 17:13:20,157 INFO [librispeech.py:68] (4/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-26 17:13:20,159 INFO [librispeech.py:73] (4/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-26 17:13:20,160 INFO [asr_datamodule.py:249] (4/8) About to create dev dataset
2022-08-26 17:13:20,496 INFO [asr_datamodule.py:270] (4/8) About to create dev dataloader
2022-08-26 17:13:20,496 INFO [train.py:1156] (4/8) Skip scan_pessimistic_batches_for_oom
2022-08-26 17:13:20,496 INFO [train.py:1160] (4/8) Loading grad scaler state dict
2022-08-26 17:15:30,144 INFO [train.py:927] (4/8) Epoch 10, batch 50, giga_loss[loss=0.1902, simple_loss=0.2899, pruned_loss=0.0452, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03399, over 122.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3163, pruned_loss=0.07095, over 548513.92 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05875, over 3525.67 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2887, pruned_loss=0.05583, over 109235.93 frames. utt_duration=1067 frames, utt_pad_proportion=0.1284, over 410.00 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3223, pruned_loss=0.07417, over 459552.29 frames. utt_duration=574.4 frames, utt_pad_proportion=0.04972, over 3208.39 utterances.], batch size: 122, lr: 3.75e-04
2022-08-26 17:17:10,705 INFO [train.py:927] (4/8) Epoch 10, batch 100, giga_loss[loss=0.1874, simple_loss=0.2732, pruned_loss=0.05073, over 12447.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03569, over 86.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2994, pruned_loss=0.06439, over 975118.50 frames. utt_duration=553.3 frames, utt_pad_proportion=0.07318, over 7068.08 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06021, over 156074.44 frames. utt_duration=975.8 frames, utt_pad_proportion=0.1571, over 640.70 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2999, pruned_loss=0.06496, over 874223.05 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06562, over 6709.34 utterances.], batch size: 86, lr: 3.75e-04
2022-08-26 17:18:53,041 INFO [train.py:927] (4/8) Epoch 10, batch 150, giga_loss[loss=0.1752, simple_loss=0.2531, pruned_loss=0.04866, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2845, pruned_loss=0.05813, over 1306827.15 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06635, over 9758.91 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2954, pruned_loss=0.05813, over 224441.26 frames. utt_duration=1085 frames, utt_pad_proportion=0.1199, over 828.17 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2834, pruned_loss=0.05836, over 1190545.15 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06316, over 9521.36 utterances.], batch size: 146, lr: 3.75e-04
2022-08-26 17:20:32,334 INFO [train.py:927] (4/8) Epoch 10, batch 200, giga_loss[loss=0.1665, simple_loss=0.2431, pruned_loss=0.04496, over 12433.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03582, over 105.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2744, pruned_loss=0.05439, over 1565254.67 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06703, over 11761.21 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2987, pruned_loss=0.05936, over 280045.28 frames. utt_duration=1015 frames, utt_pad_proportion=0.1356, over 1104.82 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2718, pruned_loss=0.05399, over 1449471.89 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06224, over 11539.34 utterances.], batch size: 105, lr: 3.75e-04
2022-08-26 17:22:11,820 INFO [train.py:927] (4/8) Epoch 10, batch 250, giga_loss[loss=0.1834, simple_loss=0.2618, pruned_loss=0.05251, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03553, over 113.00 utterances.], tot_loss[loss=0.1854, simple_loss=0.2677, pruned_loss=0.05158, over 1766876.09 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0589, over 12910.16 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2969, pruned_loss=0.05898, over 312463.40 frames. utt_duration=1053 frames, utt_pad_proportion=0.1247, over 1188.81 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2653, pruned_loss=0.05108, over 1664970.80 frames. utt_duration=521.5 frames, utt_pad_proportion=0.05579, over 12808.35 utterances.], batch size: 113, lr: 3.75e-04
2022-08-26 17:23:49,375 INFO [train.py:927] (4/8) Epoch 10, batch 300, giga_loss[loss=0.2236, simple_loss=0.2913, pruned_loss=0.07795, over 12384.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.1824, simple_loss=0.2643, pruned_loss=0.05024, over 1923560.26 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06226, over 13948.32 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2952, pruned_loss=0.05925, over 386844.39 frames. utt_duration=1112 frames, utt_pad_proportion=0.1054, over 1393.08 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2613, pruned_loss=0.04937, over 1821905.66 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06075, over 14072.57 utterances.], batch size: 257, lr: 3.75e-04
2022-08-26 17:25:29,364 INFO [train.py:927] (4/8) Epoch 10, batch 350, giga_loss[loss=0.1646, simple_loss=0.246, pruned_loss=0.04157, over 12411.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03927, over 133.00 utterances.], tot_loss[loss=0.1786, simple_loss=0.2603, pruned_loss=0.04846, over 2045711.13 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06167, over 14902.99 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2966, pruned_loss=0.05971, over 407627.09 frames. utt_duration=1130 frames, utt_pad_proportion=0.101, over 1445.01 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.2572, pruned_loss=0.04755, over 1961509.46 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06077, over 15076.33 utterances.], batch size: 133, lr: 3.75e-04
2022-08-26 17:27:11,507 INFO [train.py:927] (4/8) Epoch 10, batch 400, giga_loss[loss=0.1717, simple_loss=0.2525, pruned_loss=0.0454, over 12212.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03988, over 28.00 utterances.], tot_loss[loss=0.1744, simple_loss=0.2559, pruned_loss=0.04651, over 2140129.46 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05846, over 14894.36 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05861, over 438175.24 frames. utt_duration=1156 frames, utt_pad_proportion=0.09515, over 1517.99 utterances.], giga_tot_loss[loss=0.1724, simple_loss=0.2533, pruned_loss=0.04576, over 2068827.42 frames. utt_duration=547.8 frames, utt_pad_proportion=0.0581, over 15148.89 utterances.], batch size: 28, lr: 3.75e-04
2022-08-26 17:28:53,153 INFO [train.py:927] (4/8) Epoch 10, batch 450, giga_loss[loss=0.153, simple_loss=0.2316, pruned_loss=0.03714, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02598, over 54.00 utterances.], tot_loss[loss=0.1726, simple_loss=0.2535, pruned_loss=0.04588, over 2214509.52 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06978, over 16530.18 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2961, pruned_loss=0.05992, over 488593.05 frames. utt_duration=1096 frames, utt_pad_proportion=0.1081, over 1785.27 utterances.], giga_tot_loss[loss=0.1697, simple_loss=0.25, pruned_loss=0.04471, over 2150977.78 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06753, over 16805.70 utterances.], batch size: 54, lr: 3.75e-04
2022-08-26 17:30:34,719 INFO [train.py:927] (4/8) Epoch 10, batch 500, giga_loss[loss=0.214, simple_loss=0.3048, pruned_loss=0.06163, over 12396.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04128, over 26.00 utterances.], tot_loss[loss=0.1797, simple_loss=0.2611, pruned_loss=0.04914, over 2272188.21 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07186, over 17485.47 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.296, pruned_loss=0.05998, over 527819.90 frames. utt_duration=1104 frames, utt_pad_proportion=0.1026, over 1914.79 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2579, pruned_loss=0.04803, over 2217811.15 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07035, over 17859.10 utterances.], batch size: 26, lr: 3.75e-04
2022-08-26 17:32:17,186 INFO [train.py:927] (4/8) Epoch 10, batch 550, libri_loss[loss=0.1873, simple_loss=0.2742, pruned_loss=0.0502, over 12297.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005293, over 32.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2732, pruned_loss=0.05441, over 2317008.79 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06907, over 17271.92 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.296, pruned_loss=0.06027, over 604436.12 frames. utt_duration=1057 frames, utt_pad_proportion=0.1193, over 2290.88 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2698, pruned_loss=0.05326, over 2266451.99 frames. utt_duration=511 frames, utt_pad_proportion=0.0655, over 17792.83 utterances.], batch size: 32, lr: 3.75e-04
2022-08-26 17:33:59,217 INFO [train.py:927] (4/8) Epoch 10, batch 600, giga_loss[loss=0.2091, simple_loss=0.2945, pruned_loss=0.06186, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0287, over 42.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2796, pruned_loss=0.05656, over 2351771.64 frames. utt_duration=521 frames, utt_pad_proportion=0.07672, over 18108.84 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.06059, over 632318.35 frames. utt_duration=1058 frames, utt_pad_proportion=0.1162, over 2394.98 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2766, pruned_loss=0.05556, over 2309997.33 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07391, over 18643.16 utterances.], batch size: 42, lr: 3.75e-04
2022-08-26 17:35:37,497 INFO [train.py:927] (4/8) Epoch 10, batch 650, giga_loss[loss=0.2345, simple_loss=0.3245, pruned_loss=0.07226, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2837, pruned_loss=0.05766, over 2379018.38 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07526, over 18722.25 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.06051, over 659265.75 frames. utt_duration=1072 frames, utt_pad_proportion=0.1115, over 2462.71 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2812, pruned_loss=0.05686, over 2345039.36 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07347, over 19287.21 utterances.], batch size: 80, lr: 3.75e-04
2022-08-26 17:37:16,278 INFO [train.py:927] (4/8) Epoch 10, batch 700, giga_loss[loss=0.2328, simple_loss=0.3211, pruned_loss=0.07231, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04056, over 113.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2884, pruned_loss=0.06053, over 2400156.15 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07557, over 19481.26 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.06057, over 704149.18 frames. utt_duration=1089 frames, utt_pad_proportion=0.105, over 2589.92 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2862, pruned_loss=0.05987, over 2371191.02 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07458, over 20171.79 utterances.], batch size: 113, lr: 3.75e-04
2022-08-26 17:39:03,915 INFO [train.py:927] (4/8) Epoch 10, batch 750, giga_loss[loss=0.2134, simple_loss=0.3103, pruned_loss=0.05831, over 12390.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.293, pruned_loss=0.06184, over 2416752.01 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07409, over 18779.01 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2978, pruned_loss=0.06104, over 756761.33 frames. utt_duration=1051 frames, utt_pad_proportion=0.1184, over 2884.76 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2908, pruned_loss=0.06122, over 2391600.20 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07121, over 19513.41 utterances.], batch size: 70, lr: 3.75e-04
2022-08-26 17:40:45,761 INFO [train.py:927] (4/8) Epoch 10, batch 800, giga_loss[loss=0.1971, simple_loss=0.2911, pruned_loss=0.05157, over 12337.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03311, over 85.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2957, pruned_loss=0.0625, over 2428345.80 frames. utt_duration=533.2 frames, utt_pad_proportion=0.074, over 18269.02 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2978, pruned_loss=0.06097, over 765269.52 frames. utt_duration=1054 frames, utt_pad_proportion=0.117, over 2907.34 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.294, pruned_loss=0.06205, over 2408516.55 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07179, over 18893.84 utterances.], batch size: 85, lr: 3.75e-04
2022-08-26 17:42:26,577 INFO [train.py:927] (4/8) Epoch 10, batch 850, giga_loss[loss=0.2097, simple_loss=0.2974, pruned_loss=0.06106, over 12410.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03546, over 113.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2963, pruned_loss=0.0616, over 2437376.24 frames. utt_duration=554.4 frames, utt_pad_proportion=0.07038, over 17634.62 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2976, pruned_loss=0.0608, over 782214.94 frames. utt_duration=1053 frames, utt_pad_proportion=0.1164, over 2974.19 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.295, pruned_loss=0.0613, over 2421509.19 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06857, over 18200.05 utterances.], batch size: 113, lr: 3.75e-04
2022-08-26 17:44:08,728 INFO [train.py:927] (4/8) Epoch 10, batch 900, giga_loss[loss=0.2437, simple_loss=0.3168, pruned_loss=0.08528, over 12398.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04226, over 40.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2972, pruned_loss=0.06239, over 2444911.82 frames. utt_duration=555 frames, utt_pad_proportion=0.07371, over 17669.05 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2955, pruned_loss=0.06049, over 831764.67 frames. utt_duration=1079 frames, utt_pad_proportion=0.1095, over 3086.76 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2967, pruned_loss=0.06226, over 2431776.51 frames. utt_duration=530.4 frames, utt_pad_proportion=0.0727, over 18390.02 utterances.], batch size: 40, lr: 3.75e-04
2022-08-26 17:45:52,733 INFO [train.py:927] (4/8) Epoch 10, batch 950, giga_loss[loss=0.2298, simple_loss=0.3048, pruned_loss=0.0774, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03191, over 80.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2997, pruned_loss=0.06514, over 2451433.12 frames. utt_duration=556 frames, utt_pad_proportion=0.06891, over 17684.72 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2948, pruned_loss=0.06002, over 848013.42 frames. utt_duration=1084 frames, utt_pad_proportion=0.1078, over 3134.83 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2996, pruned_loss=0.06521, over 2440991.65 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06837, over 18332.75 utterances.], batch size: 80, lr: 3.75e-04
2022-08-26 17:47:32,499 INFO [train.py:927] (4/8) Epoch 10, batch 1000, giga_loss[loss=0.2343, simple_loss=0.3135, pruned_loss=0.07757, over 12366.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03573, over 80.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3005, pruned_loss=0.06623, over 2456355.05 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0646, over 17539.19 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2953, pruned_loss=0.0597, over 896191.28 frames. utt_duration=1092 frames, utt_pad_proportion=0.1034, over 3288.13 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3003, pruned_loss=0.06655, over 2447429.38 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06454, over 18310.03 utterances.], batch size: 80, lr: 3.75e-04
2022-08-26 17:49:11,419 INFO [train.py:927] (4/8) Epoch 10, batch 1050, libri_loss[loss=0.1515, simple_loss=0.232, pruned_loss=0.0355, over 12228.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.05053, over 27.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2995, pruned_loss=0.06645, over 2459894.64 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06983, over 17570.97 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05958, over 958134.11 frames. utt_duration=1085 frames, utt_pad_proportion=0.1078, over 3537.60 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3001, pruned_loss=0.06702, over 2452178.51 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06811, over 18493.59 utterances.], batch size: 27, lr: 3.75e-04
2022-08-26 17:50:53,578 INFO [train.py:927] (4/8) Epoch 10, batch 1100, giga_loss[loss=0.2022, simple_loss=0.2872, pruned_loss=0.05859, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03552, over 37.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2976, pruned_loss=0.06509, over 2463187.68 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06682, over 17092.88 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2932, pruned_loss=0.05926, over 1025035.98 frames. utt_duration=1115 frames, utt_pad_proportion=0.1003, over 3682.63 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2985, pruned_loss=0.06592, over 2456362.10 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06628, over 18264.38 utterances.], batch size: 37, lr: 3.75e-04
2022-08-26 17:52:34,936 INFO [train.py:927] (4/8) Epoch 10, batch 1150, libri_loss[loss=0.1606, simple_loss=0.2426, pruned_loss=0.03929, over 12364.00 frames. utt_duration=1650 frames, utt_pad_proportion=0.01134, over 30.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2924, pruned_loss=0.06288, over 2466035.74 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06805, over 18209.92 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2917, pruned_loss=0.05869, over 1060910.80 frames. utt_duration=1134 frames, utt_pad_proportion=0.09646, over 3746.87 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2938, pruned_loss=0.06388, over 2460370.99 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06805, over 19426.79 utterances.], batch size: 30, lr: 3.75e-04
2022-08-26 17:54:14,023 INFO [train.py:927] (4/8) Epoch 10, batch 1200, libri_loss[loss=0.1505, simple_loss=0.2399, pruned_loss=0.03056, over 12472.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008794, over 29.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2892, pruned_loss=0.06182, over 2467748.25 frames. utt_duration=528 frames, utt_pad_proportion=0.06893, over 18746.88 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2909, pruned_loss=0.05824, over 1116051.83 frames. utt_duration=1157 frames, utt_pad_proportion=0.09048, over 3861.90 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2906, pruned_loss=0.06296, over 2463259.86 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06966, over 20182.08 utterances.], batch size: 29, lr: 3.74e-04
2022-08-26 17:55:56,604 INFO [train.py:927] (4/8) Epoch 10, batch 1250, giga_loss[loss=0.1888, simple_loss=0.2735, pruned_loss=0.05204, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.289, pruned_loss=0.06173, over 2468856.73 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0681, over 18805.78 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2905, pruned_loss=0.05807, over 1142935.21 frames. utt_duration=1166 frames, utt_pad_proportion=0.08767, over 3926.22 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2902, pruned_loss=0.06278, over 2465260.96 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06913, over 20177.02 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 17:57:38,781 INFO [train.py:927] (4/8) Epoch 10, batch 1300, giga_loss[loss=0.1987, simple_loss=0.2875, pruned_loss=0.05494, over 12444.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2863, pruned_loss=0.06057, over 2470130.95 frames. utt_duration=551.8 frames, utt_pad_proportion=0.0653, over 17953.03 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2904, pruned_loss=0.05786, over 1162626.28 frames. utt_duration=1169 frames, utt_pad_proportion=0.08638, over 3982.93 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2873, pruned_loss=0.06153, over 2467386.24 frames. utt_duration=516 frames, utt_pad_proportion=0.06647, over 19183.39 utterances.], batch size: 123, lr: 3.74e-04
2022-08-26 17:59:18,867 INFO [train.py:927] (4/8) Epoch 10, batch 1350, giga_loss[loss=0.2206, simple_loss=0.2831, pruned_loss=0.07911, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02661, over 45.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2828, pruned_loss=0.05921, over 2470558.67 frames. utt_duration=582 frames, utt_pad_proportion=0.0599, over 17023.71 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2907, pruned_loss=0.05768, over 1175649.05 frames. utt_duration=1177 frames, utt_pad_proportion=0.08523, over 4002.04 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2835, pruned_loss=0.06006, over 2468423.26 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06134, over 18093.03 utterances.], batch size: 45, lr: 3.74e-04
2022-08-26 18:01:01,856 INFO [train.py:927] (4/8) Epoch 10, batch 1400, giga_loss[loss=0.1935, simple_loss=0.2749, pruned_loss=0.05608, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2816, pruned_loss=0.05854, over 2470336.26 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05866, over 16642.58 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05827, over 1207406.02 frames. utt_duration=1183 frames, utt_pad_proportion=0.082, over 4086.24 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2805, pruned_loss=0.05896, over 2468895.21 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06032, over 17708.29 utterances.], batch size: 97, lr: 3.74e-04
2022-08-26 18:02:42,679 INFO [train.py:927] (4/8) Epoch 10, batch 1450, giga_loss[loss=0.1857, simple_loss=0.272, pruned_loss=0.04967, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03415, over 62.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2787, pruned_loss=0.05744, over 2470735.40 frames. utt_duration=627.5 frames, utt_pad_proportion=0.0542, over 15787.56 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.0581, over 1250674.11 frames. utt_duration=1198 frames, utt_pad_proportion=0.07783, over 4181.90 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2776, pruned_loss=0.05785, over 2469826.80 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05648, over 16933.50 utterances.], batch size: 62, lr: 3.74e-04
2022-08-26 18:04:25,868 INFO [train.py:927] (4/8) Epoch 10, batch 1500, giga_loss[loss=0.1787, simple_loss=0.2552, pruned_loss=0.05116, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02815, over 48.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2769, pruned_loss=0.05676, over 2471298.92 frames. utt_duration=624.7 frames, utt_pad_proportion=0.05428, over 15862.88 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.0576, over 1286766.96 frames. utt_duration=1209 frames, utt_pad_proportion=0.07473, over 4262.41 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2761, pruned_loss=0.05731, over 2470602.46 frames. utt_duration=582 frames, utt_pad_proportion=0.05657, over 17024.98 utterances.], batch size: 48, lr: 3.74e-04
2022-08-26 18:06:06,963 INFO [train.py:927] (4/8) Epoch 10, batch 1550, giga_loss[loss=0.2117, simple_loss=0.2901, pruned_loss=0.06661, over 12430.00 frames. utt_duration=858.9 frames, utt_pad_proportion=0.02616, over 58.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2787, pruned_loss=0.05792, over 2472327.82 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05602, over 16137.95 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2924, pruned_loss=0.05761, over 1310049.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.07287, over 4330.68 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2776, pruned_loss=0.05833, over 2471984.36 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05798, over 17206.42 utterances.], batch size: 58, lr: 3.74e-04
2022-08-26 18:07:48,255 INFO [train.py:927] (4/8) Epoch 10, batch 1600, giga_loss[loss=0.2093, simple_loss=0.2862, pruned_loss=0.06617, over 12428.00 frames. utt_duration=803.3 frames, utt_pad_proportion=0.02749, over 62.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2849, pruned_loss=0.06151, over 2472801.84 frames. utt_duration=589.2 frames, utt_pad_proportion=0.05764, over 16829.68 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05793, over 1333373.09 frames. utt_duration=1214 frames, utt_pad_proportion=0.07091, over 4398.46 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2838, pruned_loss=0.06172, over 2472311.97 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05937, over 17826.25 utterances.], batch size: 62, lr: 3.74e-04
2022-08-26 18:09:31,044 INFO [train.py:927] (4/8) Epoch 10, batch 1650, giga_loss[loss=0.2264, simple_loss=0.3129, pruned_loss=0.06998, over 12381.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02768, over 66.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2906, pruned_loss=0.06396, over 2471864.88 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06439, over 17681.40 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.05751, over 1361168.31 frames. utt_duration=1227 frames, utt_pad_proportion=0.06872, over 4443.01 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2895, pruned_loss=0.06443, over 2471807.59 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06579, over 18720.59 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 18:11:13,864 INFO [train.py:927] (4/8) Epoch 10, batch 1700, giga_loss[loss=0.2788, simple_loss=0.3622, pruned_loss=0.09769, over 12449.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2964, pruned_loss=0.06613, over 2472337.90 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06647, over 18303.76 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05787, over 1383040.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.0674, over 4504.56 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2953, pruned_loss=0.06644, over 2472466.48 frames. utt_duration=513.6 frames, utt_pad_proportion=0.0677, over 19311.93 utterances.], batch size: 98, lr: 3.74e-04
2022-08-26 18:12:54,000 INFO [train.py:927] (4/8) Epoch 10, batch 1750, giga_loss[loss=0.1906, simple_loss=0.2838, pruned_loss=0.0487, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2982, pruned_loss=0.06522, over 2472941.27 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06266, over 17932.77 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05819, over 1404527.94 frames. utt_duration=1206 frames, utt_pad_proportion=0.07351, over 4664.59 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2971, pruned_loss=0.06545, over 2473198.03 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06243, over 18845.79 utterances.], batch size: 45, lr: 3.74e-04
2022-08-26 18:14:36,775 INFO [train.py:927] (4/8) Epoch 10, batch 1800, giga_loss[loss=0.1872, simple_loss=0.2717, pruned_loss=0.05139, over 12438.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03784, over 43.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2961, pruned_loss=0.06306, over 2473320.88 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05851, over 17806.69 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05819, over 1404527.94 frames. utt_duration=1206 frames, utt_pad_proportion=0.07351, over 4664.59 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2953, pruned_loss=0.06324, over 2473520.72 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05849, over 18517.31 utterances.], batch size: 43, lr: 3.74e-04
2022-08-26 18:16:20,333 INFO [train.py:927] (4/8) Epoch 10, batch 1850, giga_loss[loss=0.2101, simple_loss=0.2953, pruned_loss=0.06243, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2978, pruned_loss=0.06408, over 2473115.47 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05855, over 18058.10 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05819, over 1425596.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.07161, over 4719.91 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2972, pruned_loss=0.06431, over 2473398.33 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05884, over 18797.42 utterances.], batch size: 123, lr: 3.74e-04
2022-08-26 18:18:01,235 INFO [train.py:927] (4/8) Epoch 10, batch 1900, giga_loss[loss=0.1982, simple_loss=0.2847, pruned_loss=0.05583, over 12357.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3, pruned_loss=0.06564, over 2472898.11 frames. utt_duration=542 frames, utt_pad_proportion=0.06195, over 18300.99 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05821, over 1441198.95 frames. utt_duration=1213 frames, utt_pad_proportion=0.07015, over 4756.92 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2994, pruned_loss=0.0659, over 2473151.77 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06228, over 19025.39 utterances.], batch size: 97, lr: 3.74e-04
2022-08-26 18:19:42,963 INFO [train.py:927] (4/8) Epoch 10, batch 1950, giga_loss[loss=0.2193, simple_loss=0.3034, pruned_loss=0.06764, over 12471.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03456, over 43.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3015, pruned_loss=0.06693, over 2473258.64 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05971, over 17635.87 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05824, over 1486784.50 frames. utt_duration=1208 frames, utt_pad_proportion=0.07235, over 4930.93 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3013, pruned_loss=0.06741, over 2473428.79 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05927, over 18592.10 utterances.], batch size: 43, lr: 3.74e-04
2022-08-26 18:21:25,248 INFO [train.py:927] (4/8) Epoch 10, batch 2000, giga_loss[loss=0.2153, simple_loss=0.3059, pruned_loss=0.06238, over 12341.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.302, pruned_loss=0.06711, over 2473937.13 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06086, over 17557.30 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05811, over 1515866.87 frames. utt_duration=1199 frames, utt_pad_proportion=0.07621, over 5065.30 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3022, pruned_loss=0.06782, over 2474220.96 frames. utt_duration=534.9 frames, utt_pad_proportion=0.05944, over 18554.46 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 18:23:05,044 INFO [train.py:927] (4/8) Epoch 10, batch 2050, giga_loss[loss=0.2229, simple_loss=0.307, pruned_loss=0.06943, over 12402.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06287, over 183.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3046, pruned_loss=0.06856, over 2473553.22 frames. utt_duration=553.1 frames, utt_pad_proportion=0.0591, over 17937.00 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2942, pruned_loss=0.05837, over 1525526.09 frames. utt_duration=1194 frames, utt_pad_proportion=0.07625, over 5118.45 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3046, pruned_loss=0.06906, over 2473681.42 frames. utt_duration=528.2 frames, utt_pad_proportion=0.05801, over 18785.11 utterances.], batch size: 183, lr: 3.74e-04
2022-08-26 18:24:45,133 INFO [train.py:927] (4/8) Epoch 10, batch 2100, giga_loss[loss=0.2281, simple_loss=0.3047, pruned_loss=0.07573, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3028, pruned_loss=0.06773, over 2473062.42 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06056, over 17406.42 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.05811, over 1534724.95 frames. utt_duration=1200 frames, utt_pad_proportion=0.07578, over 5121.26 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3032, pruned_loss=0.06834, over 2473371.04 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05969, over 18175.29 utterances.], batch size: 146, lr: 3.74e-04
2022-08-26 18:26:26,796 INFO [train.py:927] (4/8) Epoch 10, batch 2150, libri_loss[loss=0.2163, simple_loss=0.316, pruned_loss=0.05834, over 12299.00 frames. utt_duration=770.3 frames, utt_pad_proportion=0.1257, over 64.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.303, pruned_loss=0.06805, over 2472834.09 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06375, over 17359.68 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2943, pruned_loss=0.05794, over 1571431.94 frames. utt_duration=1194 frames, utt_pad_proportion=0.07432, over 5273.06 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3033, pruned_loss=0.06898, over 2473241.87 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06306, over 18282.23 utterances.], batch size: 64, lr: 3.74e-04
2022-08-26 18:28:09,648 INFO [train.py:927] (4/8) Epoch 10, batch 2200, giga_loss[loss=0.2287, simple_loss=0.3139, pruned_loss=0.07177, over 12254.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02889, over 54.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.303, pruned_loss=0.06808, over 2473363.37 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05872, over 16600.98 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2936, pruned_loss=0.05769, over 1611268.79 frames. utt_duration=1204 frames, utt_pad_proportion=0.07087, over 5360.19 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3039, pruned_loss=0.06937, over 2473633.95 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05915, over 17733.49 utterances.], batch size: 54, lr: 3.74e-04
2022-08-26 18:29:49,320 INFO [train.py:927] (4/8) Epoch 10, batch 2250, giga_loss[loss=0.2211, simple_loss=0.3065, pruned_loss=0.06779, over 12380.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03959, over 113.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3018, pruned_loss=0.0672, over 2472381.94 frames. utt_duration=611.6 frames, utt_pad_proportion=0.06072, over 16210.82 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.05711, over 1644802.26 frames. utt_duration=1218 frames, utt_pad_proportion=0.06793, over 5407.79 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3037, pruned_loss=0.06897, over 2472917.58 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06165, over 17487.01 utterances.], batch size: 113, lr: 3.74e-04
2022-08-26 18:31:34,434 INFO [train.py:927] (4/8) Epoch 10, batch 2300, giga_loss[loss=0.1912, simple_loss=0.2876, pruned_loss=0.04737, over 12438.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03202, over 75.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.302, pruned_loss=0.06761, over 2472135.21 frames. utt_duration=617.3 frames, utt_pad_proportion=0.06139, over 16058.10 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05698, over 1649015.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06763, over 5409.75 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3037, pruned_loss=0.0691, over 2472494.83 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06216, over 17097.79 utterances.], batch size: 75, lr: 3.74e-04
2022-08-26 18:33:15,090 INFO [train.py:927] (4/8) Epoch 10, batch 2350, giga_loss[loss=0.1984, simple_loss=0.2769, pruned_loss=0.05993, over 12346.00 frames. utt_duration=132.5 frames, utt_pad_proportion=0.2205, over 377.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2988, pruned_loss=0.06606, over 2472053.05 frames. utt_duration=614.6 frames, utt_pad_proportion=0.0639, over 16129.13 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05694, over 1669284.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.06574, over 5444.20 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3004, pruned_loss=0.0675, over 2472410.42 frames. utt_duration=577.9 frames, utt_pad_proportion=0.0648, over 17158.38 utterances.], batch size: 377, lr: 3.74e-04
2022-08-26 18:34:57,589 INFO [train.py:927] (4/8) Epoch 10, batch 2400, giga_loss[loss=0.2292, simple_loss=0.3099, pruned_loss=0.07429, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02491, over 48.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2971, pruned_loss=0.06564, over 2471198.12 frames. utt_duration=623 frames, utt_pad_proportion=0.06281, over 15905.62 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05694, over 1676854.89 frames. utt_duration=1231 frames, utt_pad_proportion=0.06505, over 5454.74 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2984, pruned_loss=0.06684, over 2471874.21 frames. utt_duration=590 frames, utt_pad_proportion=0.06377, over 16800.48 utterances.], batch size: 48, lr: 3.74e-04
2022-08-26 18:36:39,864 INFO [train.py:927] (4/8) Epoch 10, batch 2450, giga_loss[loss=0.1934, simple_loss=0.2774, pruned_loss=0.05475, over 12426.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.0234, over 48.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2947, pruned_loss=0.06467, over 2471420.99 frames. utt_duration=631.6 frames, utt_pad_proportion=0.05845, over 15689.30 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05705, over 1696249.08 frames. utt_duration=1238 frames, utt_pad_proportion=0.06331, over 5489.09 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2958, pruned_loss=0.06575, over 2472199.24 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05991, over 16603.64 utterances.], batch size: 48, lr: 3.74e-04
2022-08-26 18:38:18,370 INFO [train.py:927] (4/8) Epoch 10, batch 2500, giga_loss[loss=0.2178, simple_loss=0.3045, pruned_loss=0.0655, over 12367.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04243, over 133.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2924, pruned_loss=0.06405, over 2472295.39 frames. utt_duration=618.6 frames, utt_pad_proportion=0.05882, over 16025.77 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05742, over 1708085.99 frames. utt_duration=1222 frames, utt_pad_proportion=0.06935, over 5600.20 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2927, pruned_loss=0.06478, over 2472676.98 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05804, over 16782.62 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 18:40:02,683 INFO [train.py:927] (4/8) Epoch 10, batch 2550, giga_loss[loss=0.1994, simple_loss=0.2835, pruned_loss=0.0577, over 12333.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2905, pruned_loss=0.06292, over 2471658.71 frames. utt_duration=615 frames, utt_pad_proportion=0.06096, over 16114.15 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05712, over 1730297.20 frames. utt_duration=1226 frames, utt_pad_proportion=0.0675, over 5651.77 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.291, pruned_loss=0.06386, over 2472349.15 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06069, over 16958.58 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 18:41:43,621 INFO [train.py:927] (4/8) Epoch 10, batch 2600, giga_loss[loss=0.1715, simple_loss=0.2551, pruned_loss=0.044, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03703, over 51.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.292, pruned_loss=0.06329, over 2472506.67 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06085, over 17002.35 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05691, over 1748635.33 frames. utt_duration=1232 frames, utt_pad_proportion=0.06593, over 5683.37 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2927, pruned_loss=0.06431, over 2473080.05 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06103, over 17897.38 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 18:43:24,886 INFO [train.py:927] (4/8) Epoch 10, batch 2650, giga_loss[loss=0.1848, simple_loss=0.2786, pruned_loss=0.04546, over 12336.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2916, pruned_loss=0.06233, over 2472990.84 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05989, over 17031.48 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05705, over 1773293.82 frames. utt_duration=1241 frames, utt_pad_proportion=0.06359, over 5720.89 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2924, pruned_loss=0.06326, over 2473761.69 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06073, over 18095.05 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 18:45:04,439 INFO [train.py:927] (4/8) Epoch 10, batch 2700, giga_loss[loss=0.1821, simple_loss=0.2653, pruned_loss=0.0495, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02616, over 48.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2911, pruned_loss=0.06175, over 2473661.07 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05767, over 17352.15 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2918, pruned_loss=0.05708, over 1793407.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06256, over 5785.84 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2916, pruned_loss=0.06258, over 2474862.90 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05867, over 18460.17 utterances.], batch size: 48, lr: 3.73e-04
2022-08-26 18:46:47,979 INFO [train.py:927] (4/8) Epoch 10, batch 2750, giga_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06295, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03709, over 30.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06169, over 2473293.24 frames. utt_duration=574 frames, utt_pad_proportion=0.05942, over 17279.76 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2918, pruned_loss=0.05713, over 1810140.46 frames. utt_duration=1247 frames, utt_pad_proportion=0.06099, over 5811.97 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2914, pruned_loss=0.06242, over 2474353.00 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06055, over 18403.86 utterances.], batch size: 30, lr: 3.73e-04
2022-08-26 18:48:27,816 INFO [train.py:927] (4/8) Epoch 10, batch 2800, giga_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06495, over 12316.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03603, over 62.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2933, pruned_loss=0.06278, over 2472561.46 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05948, over 16772.99 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2921, pruned_loss=0.05737, over 1832904.77 frames. utt_duration=1246 frames, utt_pad_proportion=0.05974, over 5891.87 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2934, pruned_loss=0.06336, over 2473516.14 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06079, over 17963.72 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 18:50:08,732 INFO [train.py:927] (4/8) Epoch 10, batch 2850, giga_loss[loss=0.2168, simple_loss=0.303, pruned_loss=0.06526, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02586, over 91.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2953, pruned_loss=0.0631, over 2473005.76 frames. utt_duration=595 frames, utt_pad_proportion=0.05772, over 16667.29 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05761, over 1854887.43 frames. utt_duration=1252 frames, utt_pad_proportion=0.05767, over 5935.04 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.295, pruned_loss=0.0636, over 2473847.73 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05954, over 17930.78 utterances.], batch size: 91, lr: 3.73e-04
2022-08-26 18:51:45,058 INFO [train.py:927] (4/8) Epoch 10, batch 2900, giga_loss[loss=0.2125, simple_loss=0.2987, pruned_loss=0.06316, over 12370.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03071, over 97.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2962, pruned_loss=0.06298, over 2474088.05 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05297, over 16240.66 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05781, over 1870176.86 frames. utt_duration=1259 frames, utt_pad_proportion=0.05631, over 5948.57 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2961, pruned_loss=0.06337, over 2474783.25 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05516, over 17468.68 utterances.], batch size: 97, lr: 3.73e-04
2022-08-26 18:53:25,661 INFO [train.py:927] (4/8) Epoch 10, batch 2950, giga_loss[loss=0.2018, simple_loss=0.2824, pruned_loss=0.06064, over 12265.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2948, pruned_loss=0.06253, over 2473627.60 frames. utt_duration=624.2 frames, utt_pad_proportion=0.05034, over 15890.42 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05791, over 1882447.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.05668, over 6012.90 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2945, pruned_loss=0.06286, over 2473931.86 frames. utt_duration=584 frames, utt_pad_proportion=0.05215, over 16989.49 utterances.], batch size: 54, lr: 3.73e-04
2022-08-26 18:55:05,993 INFO [train.py:927] (4/8) Epoch 10, batch 3000, giga_loss[loss=0.2214, simple_loss=0.2942, pruned_loss=0.07434, over 12352.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1951, over 365.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2927, pruned_loss=0.06188, over 2472959.43 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05053, over 16219.75 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05782, over 1894032.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05574, over 6020.56 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2926, pruned_loss=0.0623, over 2473340.51 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05216, over 17268.64 utterances.], batch size: 365, lr: 3.73e-04
2022-08-26 18:55:05,994 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 18:55:18,549 INFO [train.py:967] (4/8) 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 18:56:58,122 INFO [train.py:927] (4/8) Epoch 10, batch 3050, giga_loss[loss=0.2326, simple_loss=0.3191, pruned_loss=0.07311, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03821, over 105.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2934, pruned_loss=0.06157, over 2472846.89 frames. utt_duration=604.2 frames, utt_pad_proportion=0.0531, over 16410.97 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05787, over 1913910.85 frames. utt_duration=1246 frames, utt_pad_proportion=0.05989, over 6149.66 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06198, over 2473235.81 frames. utt_duration=568.2 frames, utt_pad_proportion=0.0528, over 17458.54 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 18:58:38,118 INFO [train.py:927] (4/8) Epoch 10, batch 3100, giga_loss[loss=0.1947, simple_loss=0.2909, pruned_loss=0.04924, over 12373.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2943, pruned_loss=0.06209, over 2473021.87 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05475, over 17201.94 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05786, over 1925167.15 frames. utt_duration=1249 frames, utt_pad_proportion=0.05867, over 6171.49 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2942, pruned_loss=0.0625, over 2473199.12 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05473, over 18195.26 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 19:00:16,661 INFO [train.py:927] (4/8) Epoch 10, batch 3150, giga_loss[loss=0.2002, simple_loss=0.2697, pruned_loss=0.06533, over 12342.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.04785, over 31.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2933, pruned_loss=0.06279, over 2472582.38 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05842, over 17596.27 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.05767, over 1938476.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.05758, over 6173.24 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2934, pruned_loss=0.06336, over 2472930.55 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05857, over 18652.45 utterances.], batch size: 31, lr: 3.73e-04
2022-08-26 19:01:56,513 INFO [train.py:927] (4/8) Epoch 10, batch 3200, giga_loss[loss=0.1855, simple_loss=0.2601, pruned_loss=0.05545, over 12452.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04253, over 31.00 utterances.], tot_loss[loss=0.208, simple_loss=0.291, pruned_loss=0.06248, over 2472777.06 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05901, over 17671.79 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2922, pruned_loss=0.05751, over 1944041.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05711, over 6169.52 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2914, pruned_loss=0.06309, over 2472838.15 frames. utt_duration=533 frames, utt_pad_proportion=0.05923, over 18609.37 utterances.], batch size: 31, lr: 3.73e-04
2022-08-26 19:03:35,808 INFO [train.py:927] (4/8) Epoch 10, batch 3250, giga_loss[loss=0.176, simple_loss=0.2651, pruned_loss=0.04344, over 12397.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02636, over 70.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2884, pruned_loss=0.06146, over 2473246.49 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05628, over 17640.09 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05739, over 1954335.29 frames. utt_duration=1267 frames, utt_pad_proportion=0.05609, over 6176.15 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.289, pruned_loss=0.06209, over 2473456.06 frames. utt_duration=534.3 frames, utt_pad_proportion=0.05688, over 18569.97 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 19:05:15,809 INFO [train.py:927] (4/8) Epoch 10, batch 3300, giga_loss[loss=0.2131, simple_loss=0.2911, pruned_loss=0.06751, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2863, pruned_loss=0.06075, over 2473766.88 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05344, over 17191.97 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.05762, over 1967372.59 frames. utt_duration=1268 frames, utt_pad_proportion=0.05518, over 6214.18 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2865, pruned_loss=0.06117, over 2473764.68 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05434, over 18156.03 utterances.], batch size: 45, lr: 3.73e-04
2022-08-26 19:06:55,841 INFO [train.py:927] (4/8) Epoch 10, batch 3350, giga_loss[loss=0.2378, simple_loss=0.323, pruned_loss=0.07624, over 12377.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05957, over 182.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2882, pruned_loss=0.06159, over 2473241.08 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05447, over 17312.44 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2917, pruned_loss=0.0576, over 1977219.08 frames. utt_duration=1274 frames, utt_pad_proportion=0.05437, over 6216.90 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2885, pruned_loss=0.062, over 2473409.84 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05542, over 18274.62 utterances.], batch size: 182, lr: 3.73e-04
2022-08-26 19:08:37,857 INFO [train.py:927] (4/8) Epoch 10, batch 3400, giga_loss[loss=0.193, simple_loss=0.2873, pruned_loss=0.04937, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02985, over 66.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2898, pruned_loss=0.06186, over 2473605.91 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05491, over 17197.52 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2913, pruned_loss=0.05735, over 1984653.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.05384, over 6214.69 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2902, pruned_loss=0.06242, over 2473709.78 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05579, over 18100.32 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 19:10:19,793 INFO [train.py:927] (4/8) Epoch 10, batch 3450, giga_loss[loss=0.2131, simple_loss=0.3006, pruned_loss=0.06281, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2931, pruned_loss=0.06379, over 2474043.59 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05476, over 17313.02 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2912, pruned_loss=0.05736, over 2003631.20 frames. utt_duration=1287 frames, utt_pad_proportion=0.05195, over 6234.71 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2935, pruned_loss=0.06441, over 2474360.84 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05606, over 18417.28 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 19:12:01,446 INFO [train.py:927] (4/8) Epoch 10, batch 3500, giga_loss[loss=0.2496, simple_loss=0.3311, pruned_loss=0.08405, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02938, over 45.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2979, pruned_loss=0.06731, over 2473459.00 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06063, over 17872.41 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.291, pruned_loss=0.05733, over 2016873.07 frames. utt_duration=1294 frames, utt_pad_proportion=0.05065, over 6241.56 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2986, pruned_loss=0.06805, over 2474355.18 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06171, over 19054.39 utterances.], batch size: 45, lr: 3.73e-04
2022-08-26 19:13:44,041 INFO [train.py:927] (4/8) Epoch 10, batch 3550, giga_loss[loss=0.2308, simple_loss=0.313, pruned_loss=0.07426, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0312, over 58.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3062, pruned_loss=0.07343, over 2474104.99 frames. utt_duration=512.6 frames, utt_pad_proportion=0.0709, over 19362.27 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05731, over 2028393.74 frames. utt_duration=1297 frames, utt_pad_proportion=0.04947, over 6263.28 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.307, pruned_loss=0.07432, over 2474657.16 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07157, over 20554.81 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 19:15:26,539 INFO [train.py:927] (4/8) Epoch 10, batch 3600, giga_loss[loss=0.2456, simple_loss=0.3235, pruned_loss=0.08386, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04372, over 146.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3146, pruned_loss=0.08015, over 2474459.07 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07364, over 20102.72 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05737, over 2030711.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.04923, over 6268.96 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3152, pruned_loss=0.08088, over 2474813.78 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07412, over 21087.82 utterances.], batch size: 146, lr: 3.73e-04
2022-08-26 19:17:07,815 INFO [train.py:927] (4/8) Epoch 10, batch 3650, giga_loss[loss=0.249, simple_loss=0.3287, pruned_loss=0.08459, over 12442.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.318, pruned_loss=0.0824, over 2474291.68 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07704, over 20487.22 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2911, pruned_loss=0.05724, over 2035308.17 frames. utt_duration=1300 frames, utt_pad_proportion=0.0488, over 6270.25 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3187, pruned_loss=0.0833, over 2474411.86 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07746, over 21391.12 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 19:18:53,651 INFO [train.py:927] (4/8) Epoch 10, batch 3700, giga_loss[loss=0.384, simple_loss=0.4078, pruned_loss=0.1801, over 12391.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3223, pruned_loss=0.08696, over 2473602.54 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07589, over 20977.13 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.291, pruned_loss=0.05734, over 2041625.18 frames. utt_duration=1303 frames, utt_pad_proportion=0.04815, over 6275.15 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3234, pruned_loss=0.08799, over 2473896.62 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07656, over 21888.20 utterances.], batch size: 258, lr: 3.73e-04
2022-08-26 19:20:38,168 INFO [train.py:927] (4/8) Epoch 10, batch 3750, giga_loss[loss=0.2684, simple_loss=0.3411, pruned_loss=0.09788, over 12220.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03141, over 42.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3254, pruned_loss=0.08906, over 2473666.34 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07815, over 21367.85 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05743, over 2052106.19 frames. utt_duration=1308 frames, utt_pad_proportion=0.04712, over 6284.24 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.327, pruned_loss=0.0905, over 2474087.42 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07905, over 22421.87 utterances.], batch size: 42, lr: 3.72e-04
2022-08-26 19:22:18,962 INFO [train.py:927] (4/8) Epoch 10, batch 3800, giga_loss[loss=0.241, simple_loss=0.3225, pruned_loss=0.07976, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03487, over 62.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3263, pruned_loss=0.09016, over 2474062.07 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07848, over 21605.73 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05746, over 2062515.98 frames. utt_duration=1311 frames, utt_pad_proportion=0.04601, over 6299.96 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3282, pruned_loss=0.09198, over 2474424.79 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07967, over 22762.02 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 19:24:02,452 INFO [train.py:927] (4/8) Epoch 10, batch 3850, giga_loss[loss=0.2874, simple_loss=0.3662, pruned_loss=0.1042, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03271, over 85.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3281, pruned_loss=0.09035, over 2474543.68 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07931, over 21383.78 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2917, pruned_loss=0.05762, over 2070922.67 frames. utt_duration=1311 frames, utt_pad_proportion=0.04528, over 6327.72 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3297, pruned_loss=0.09226, over 2474614.81 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08061, over 22545.19 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 19:25:47,102 INFO [train.py:927] (4/8) Epoch 10, batch 3900, giga_loss[loss=0.2346, simple_loss=0.328, pruned_loss=0.0706, over 12459.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02899, over 80.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.328, pruned_loss=0.08966, over 2474358.82 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07968, over 21382.57 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.292, pruned_loss=0.05782, over 2078715.14 frames. utt_duration=1314 frames, utt_pad_proportion=0.04448, over 6336.11 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3298, pruned_loss=0.09159, over 2474601.69 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08104, over 22557.85 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 19:27:29,055 INFO [train.py:927] (4/8) Epoch 10, batch 3950, giga_loss[loss=0.2341, simple_loss=0.3145, pruned_loss=0.07685, over 12394.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02911, over 58.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3278, pruned_loss=0.08773, over 2474602.63 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07543, over 21404.55 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05823, over 2086209.40 frames. utt_duration=1316 frames, utt_pad_proportion=0.04371, over 6347.35 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3285, pruned_loss=0.0895, over 2475103.88 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0771, over 22589.12 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 19:29:08,499 INFO [train.py:927] (4/8) Epoch 10, batch 4000, giga_loss[loss=0.2638, simple_loss=0.3349, pruned_loss=0.09641, over 12366.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04259, over 133.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3233, pruned_loss=0.08482, over 2474451.95 frames. utt_duration=458 frames, utt_pad_proportion=0.08157, over 21681.22 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.05804, over 2101227.25 frames. utt_duration=1323 frames, utt_pad_proportion=0.04218, over 6360.36 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3252, pruned_loss=0.08737, over 2475060.12 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08325, over 23160.08 utterances.], batch size: 133, lr: 3.72e-04
2022-08-26 19:30:46,434 INFO [train.py:927] (4/8) Epoch 10, batch 4050, giga_loss[loss=0.218, simple_loss=0.302, pruned_loss=0.06698, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04602, over 34.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3226, pruned_loss=0.08429, over 2474999.84 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07706, over 21445.01 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2936, pruned_loss=0.058, over 2106804.75 frames. utt_duration=1322 frames, utt_pad_proportion=0.04169, over 6383.85 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3244, pruned_loss=0.08668, over 2475482.48 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07896, over 22795.78 utterances.], batch size: 34, lr: 3.72e-04
2022-08-26 19:32:38,874 INFO [train.py:927] (4/8) Epoch 10, batch 4100, libri_loss[loss=0.1524, simple_loss=0.2352, pruned_loss=0.03481, over 12225.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.05302, over 27.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3205, pruned_loss=0.08264, over 2474387.98 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07692, over 20717.38 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05801, over 2119493.96 frames. utt_duration=1325 frames, utt_pad_proportion=0.0406, over 6403.92 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3231, pruned_loss=0.08542, over 2474787.51 frames. utt_duration=446 frames, utt_pad_proportion=0.07916, over 22269.22 utterances.], batch size: 27, lr: 3.72e-04
2022-08-26 19:34:22,033 INFO [train.py:927] (4/8) Epoch 10, batch 4150, giga_loss[loss=0.2597, simple_loss=0.3388, pruned_loss=0.09026, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03492, over 40.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3209, pruned_loss=0.08082, over 2474396.46 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07437, over 20578.63 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05805, over 2129828.67 frames. utt_duration=1328 frames, utt_pad_proportion=0.03981, over 6420.59 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3238, pruned_loss=0.08364, over 2474859.19 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07684, over 22188.14 utterances.], batch size: 40, lr: 3.72e-04
2022-08-26 19:36:07,571 INFO [train.py:927] (4/8) Epoch 10, batch 4200, giga_loss[loss=0.3045, simple_loss=0.3563, pruned_loss=0.1263, over 12398.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3208, pruned_loss=0.08102, over 2474276.62 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07383, over 20744.59 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05813, over 2137990.26 frames. utt_duration=1332 frames, utt_pad_proportion=0.03914, over 6425.94 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3236, pruned_loss=0.08368, over 2474948.68 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07624, over 22335.60 utterances.], batch size: 259, lr: 3.72e-04
2022-08-26 19:37:50,651 INFO [train.py:927] (4/8) Epoch 10, batch 4250, giga_loss[loss=0.2663, simple_loss=0.3331, pruned_loss=0.0998, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03654, over 40.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.32, pruned_loss=0.08186, over 2474642.38 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07178, over 20638.22 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05826, over 2141464.56 frames. utt_duration=1331 frames, utt_pad_proportion=0.03886, over 6443.65 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3222, pruned_loss=0.08406, over 2475068.59 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07399, over 21994.74 utterances.], batch size: 40, lr: 3.72e-04
2022-08-26 19:39:37,039 INFO [train.py:927] (4/8) Epoch 10, batch 4300, libri_loss[loss=0.2053, simple_loss=0.2984, pruned_loss=0.05606, over 12284.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006964, over 37.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3186, pruned_loss=0.0803, over 2474988.87 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07025, over 19960.55 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05826, over 2148043.03 frames. utt_duration=1333 frames, utt_pad_proportion=0.03816, over 6453.71 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3208, pruned_loss=0.08245, over 2475361.74 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07253, over 21275.74 utterances.], batch size: 37, lr: 3.72e-04
2022-08-26 19:41:21,633 INFO [train.py:927] (4/8) Epoch 10, batch 4350, giga_loss[loss=0.2361, simple_loss=0.3262, pruned_loss=0.07297, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0372, over 123.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3179, pruned_loss=0.07957, over 2475091.99 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07068, over 19891.70 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05834, over 2155871.02 frames. utt_duration=1331 frames, utt_pad_proportion=0.03847, over 6488.05 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3202, pruned_loss=0.08168, over 2475620.28 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07268, over 21196.07 utterances.], batch size: 123, lr: 3.72e-04
2022-08-26 19:43:05,278 INFO [train.py:927] (4/8) Epoch 10, batch 4400, giga_loss[loss=0.2143, simple_loss=0.3002, pruned_loss=0.06424, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3161, pruned_loss=0.07922, over 2474408.94 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07449, over 19858.63 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2937, pruned_loss=0.05853, over 2165104.18 frames. utt_duration=1313 frames, utt_pad_proportion=0.04339, over 6602.97 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3185, pruned_loss=0.0813, over 2475003.12 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07484, over 21147.58 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 19:44:50,054 INFO [train.py:927] (4/8) Epoch 10, batch 4450, giga_loss[loss=0.1865, simple_loss=0.2747, pruned_loss=0.04914, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03441, over 75.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3158, pruned_loss=0.07997, over 2473715.86 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07849, over 20241.85 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2946, pruned_loss=0.05873, over 2171434.47 frames. utt_duration=1312 frames, utt_pad_proportion=0.04295, over 6627.68 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3174, pruned_loss=0.08184, over 2474018.65 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0789, over 21483.84 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 19:46:32,594 INFO [train.py:927] (4/8) Epoch 10, batch 4500, giga_loss[loss=0.2244, simple_loss=0.3023, pruned_loss=0.07327, over 12398.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0285, over 62.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.07914, over 2473828.74 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07522, over 20087.30 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2943, pruned_loss=0.05858, over 2181635.75 frames. utt_duration=1315 frames, utt_pad_proportion=0.04204, over 6641.38 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.08141, over 2474277.10 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07632, over 21485.82 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 19:48:16,553 INFO [train.py:927] (4/8) Epoch 10, batch 4550, giga_loss[loss=0.2363, simple_loss=0.3109, pruned_loss=0.08079, over 12271.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.0276, over 54.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3129, pruned_loss=0.07843, over 2473825.33 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07563, over 20070.73 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2941, pruned_loss=0.0585, over 2192864.52 frames. utt_duration=1315 frames, utt_pad_proportion=0.04146, over 6676.92 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.08108, over 2474458.70 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07709, over 21674.47 utterances.], batch size: 54, lr: 3.72e-04
2022-08-26 19:49:57,658 INFO [train.py:927] (4/8) Epoch 10, batch 4600, giga_loss[loss=0.242, simple_loss=0.3215, pruned_loss=0.08127, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07987, over 2474519.18 frames. utt_duration=479 frames, utt_pad_proportion=0.077, over 20726.53 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.05856, over 2194077.20 frames. utt_duration=1317 frames, utt_pad_proportion=0.04131, over 6673.53 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3166, pruned_loss=0.08197, over 2475166.40 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07811, over 22036.43 utterances.], batch size: 113, lr: 3.72e-04
2022-08-26 19:51:42,577 INFO [train.py:927] (4/8) Epoch 10, batch 4650, giga_loss[loss=0.3186, simple_loss=0.3627, pruned_loss=0.1372, over 12356.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07932, over 2474814.60 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07962, over 20900.39 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2942, pruned_loss=0.05866, over 2203385.46 frames. utt_duration=1313 frames, utt_pad_proportion=0.04133, over 6718.03 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3164, pruned_loss=0.08161, over 2475690.27 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08074, over 22361.02 utterances.], batch size: 371, lr: 3.72e-04
2022-08-26 19:53:25,265 INFO [train.py:927] (4/8) Epoch 10, batch 4700, giga_loss[loss=0.2381, simple_loss=0.3103, pruned_loss=0.08296, over 12356.00 frames. utt_duration=583 frames, utt_pad_proportion=0.0316, over 85.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3161, pruned_loss=0.08104, over 2474395.62 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07601, over 20845.32 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2942, pruned_loss=0.05862, over 2213429.82 frames. utt_duration=1310 frames, utt_pad_proportion=0.04147, over 6768.05 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08364, over 2475662.05 frames. utt_duration=442 frames, utt_pad_proportion=0.07754, over 22480.42 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 19:55:11,486 INFO [train.py:927] (4/8) Epoch 10, batch 4750, giga_loss[loss=0.2721, simple_loss=0.3365, pruned_loss=0.1038, over 12392.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06926, over 211.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3164, pruned_loss=0.08225, over 2474850.79 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07519, over 20825.02 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2941, pruned_loss=0.05868, over 2224567.57 frames. utt_duration=1309 frames, utt_pad_proportion=0.04065, over 6808.07 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3195, pruned_loss=0.08523, over 2476238.96 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07713, over 22670.48 utterances.], batch size: 211, lr: 3.72e-04
2022-08-26 19:56:53,224 INFO [train.py:927] (4/8) Epoch 10, batch 4800, giga_loss[loss=0.2144, simple_loss=0.3011, pruned_loss=0.06382, over 12376.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02787, over 70.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3172, pruned_loss=0.0831, over 2474892.58 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0775, over 21199.47 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05876, over 2228166.80 frames. utt_duration=1295 frames, utt_pad_proportion=0.04602, over 6889.07 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3199, pruned_loss=0.0857, over 2476100.35 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07782, over 22770.83 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 19:58:33,865 INFO [train.py:927] (4/8) Epoch 10, batch 4850, giga_loss[loss=0.2061, simple_loss=0.3005, pruned_loss=0.05581, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.0321, over 62.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3169, pruned_loss=0.08159, over 2474577.25 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0794, over 21028.47 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.0588, over 2232067.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04541, over 6890.73 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3191, pruned_loss=0.08396, over 2475313.13 frames. utt_duration=442 frames, utt_pad_proportion=0.0799, over 22476.38 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 20:00:20,797 INFO [train.py:927] (4/8) Epoch 10, batch 4900, giga_loss[loss=0.2061, simple_loss=0.2891, pruned_loss=0.06153, over 12389.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02433, over 66.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3148, pruned_loss=0.08017, over 2475054.54 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07658, over 20384.62 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2946, pruned_loss=0.05878, over 2236883.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.05027, over 6990.83 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3168, pruned_loss=0.08244, over 2475648.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.076, over 21680.91 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 20:02:07,537 INFO [train.py:927] (4/8) Epoch 10, batch 4950, giga_loss[loss=0.2219, simple_loss=0.3041, pruned_loss=0.06984, over 12346.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04908, over 26.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3161, pruned_loss=0.08169, over 2475261.09 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07334, over 20271.12 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2945, pruned_loss=0.05876, over 2239148.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.04987, over 6990.95 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.318, pruned_loss=0.08371, over 2475837.17 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07324, over 21419.96 utterances.], batch size: 26, lr: 3.72e-04
2022-08-26 20:03:55,191 INFO [train.py:927] (4/8) Epoch 10, batch 5000, giga_loss[loss=0.2751, simple_loss=0.3414, pruned_loss=0.1044, over 12367.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3179, pruned_loss=0.08074, over 2474825.20 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07194, over 19906.95 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05877, over 2244249.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05314, over 7068.52 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3199, pruned_loss=0.08283, over 2475918.33 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07129, over 21034.44 utterances.], batch size: 257, lr: 3.72e-04
2022-08-26 20:05:40,580 INFO [train.py:927] (4/8) Epoch 10, batch 5050, giga_loss[loss=0.2293, simple_loss=0.312, pruned_loss=0.07331, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02966, over 45.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3204, pruned_loss=0.08139, over 2474775.80 frames. utt_duration=503 frames, utt_pad_proportion=0.06906, over 19737.04 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2945, pruned_loss=0.05867, over 2249471.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.05223, over 7050.02 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3224, pruned_loss=0.08361, over 2476061.27 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0691, over 20935.65 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 20:07:25,517 INFO [train.py:927] (4/8) Epoch 10, batch 5100, giga_loss[loss=0.2326, simple_loss=0.3139, pruned_loss=0.07568, over 12367.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02849, over 70.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3203, pruned_loss=0.08166, over 2475293.05 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06841, over 19464.04 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2947, pruned_loss=0.05869, over 2252970.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.05159, over 7060.19 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3222, pruned_loss=0.0837, over 2476192.80 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06873, over 20566.32 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 20:09:11,060 INFO [train.py:927] (4/8) Epoch 10, batch 5150, giga_loss[loss=0.1959, simple_loss=0.2752, pruned_loss=0.05825, over 12385.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02599, over 66.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3188, pruned_loss=0.08134, over 2474721.83 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06603, over 19500.15 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2946, pruned_loss=0.05859, over 2258767.64 frames. utt_duration=1282 frames, utt_pad_proportion=0.05035, over 7054.49 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.321, pruned_loss=0.08365, over 2476127.54 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06693, over 20715.23 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 20:10:59,842 INFO [train.py:927] (4/8) Epoch 10, batch 5200, giga_loss[loss=0.2531, simple_loss=0.3248, pruned_loss=0.0907, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3181, pruned_loss=0.08222, over 2474125.05 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06836, over 20227.71 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2945, pruned_loss=0.05857, over 2259648.80 frames. utt_duration=1284 frames, utt_pad_proportion=0.05018, over 7049.22 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.32, pruned_loss=0.08415, over 2475400.37 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06901, over 21238.59 utterances.], batch size: 85, lr: 3.71e-04
2022-08-26 20:12:46,796 INFO [train.py:927] (4/8) Epoch 10, batch 5250, giga_loss[loss=0.2302, simple_loss=0.309, pruned_loss=0.07563, over 12409.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03817, over 105.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3167, pruned_loss=0.08165, over 2474483.03 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07143, over 20273.49 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2947, pruned_loss=0.05865, over 2265838.00 frames. utt_duration=1285 frames, utt_pad_proportion=0.04897, over 7063.53 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3187, pruned_loss=0.08378, over 2475663.43 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07236, over 21433.01 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 20:14:31,226 INFO [train.py:927] (4/8) Epoch 10, batch 5300, giga_loss[loss=0.2713, simple_loss=0.3442, pruned_loss=0.09921, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03544, over 43.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3156, pruned_loss=0.0812, over 2474686.40 frames. utt_duration=505.6 frames, utt_pad_proportion=0.0691, over 19634.80 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2946, pruned_loss=0.05859, over 2269759.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.0486, over 7073.19 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3177, pruned_loss=0.08332, over 2475815.87 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07023, over 20768.09 utterances.], batch size: 43, lr: 3.71e-04
2022-08-26 20:16:14,826 INFO [train.py:927] (4/8) Epoch 10, batch 5350, giga_loss[loss=0.2351, simple_loss=0.3218, pruned_loss=0.07418, over 12154.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03343, over 30.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3167, pruned_loss=0.08147, over 2473572.23 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06997, over 19640.16 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2947, pruned_loss=0.0587, over 2277313.64 frames. utt_duration=1287 frames, utt_pad_proportion=0.04731, over 7084.26 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.319, pruned_loss=0.08395, over 2474936.23 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07148, over 21010.68 utterances.], batch size: 30, lr: 3.71e-04
2022-08-26 20:18:02,527 INFO [train.py:927] (4/8) Epoch 10, batch 5400, giga_loss[loss=0.2336, simple_loss=0.3299, pruned_loss=0.06864, over 12250.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03154, over 45.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3172, pruned_loss=0.08168, over 2472734.76 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07097, over 19724.62 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2947, pruned_loss=0.05876, over 2279823.12 frames. utt_duration=1290 frames, utt_pad_proportion=0.04673, over 7078.99 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3194, pruned_loss=0.0839, over 2474183.08 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0724, over 20982.95 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 20:19:46,871 INFO [train.py:927] (4/8) Epoch 10, batch 5450, giga_loss[loss=0.2495, simple_loss=0.3379, pruned_loss=0.08054, over 12452.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03098, over 75.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3177, pruned_loss=0.07933, over 2472988.02 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06801, over 19048.42 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2944, pruned_loss=0.05871, over 2285672.48 frames. utt_duration=1295 frames, utt_pad_proportion=0.04565, over 7067.85 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3202, pruned_loss=0.08172, over 2474036.14 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06991, over 20396.71 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 20:21:31,402 INFO [train.py:927] (4/8) Epoch 10, batch 5500, giga_loss[loss=0.2326, simple_loss=0.3146, pruned_loss=0.07533, over 12154.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.0435, over 28.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3191, pruned_loss=0.07925, over 2473223.85 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06175, over 18373.01 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2945, pruned_loss=0.05851, over 2288164.99 frames. utt_duration=1299 frames, utt_pad_proportion=0.04515, over 7053.89 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3214, pruned_loss=0.08156, over 2474302.37 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06391, over 19601.56 utterances.], batch size: 28, lr: 3.71e-04
2022-08-26 20:23:15,935 INFO [train.py:927] (4/8) Epoch 10, batch 5550, giga_loss[loss=0.246, simple_loss=0.3278, pruned_loss=0.08208, over 12397.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05062, over 161.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3205, pruned_loss=0.08124, over 2473439.75 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06454, over 18948.25 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2943, pruned_loss=0.0584, over 2296064.51 frames. utt_duration=1304 frames, utt_pad_proportion=0.04374, over 7050.75 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3235, pruned_loss=0.0841, over 2474569.06 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06671, over 20417.67 utterances.], batch size: 161, lr: 3.71e-04
2022-08-26 20:25:00,119 INFO [train.py:927] (4/8) Epoch 10, batch 5600, giga_loss[loss=0.2069, simple_loss=0.3014, pruned_loss=0.05621, over 12449.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04305, over 31.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3209, pruned_loss=0.08147, over 2473556.83 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06909, over 19589.84 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2945, pruned_loss=0.05845, over 2300421.72 frames. utt_duration=1305 frames, utt_pad_proportion=0.0429, over 7058.27 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3238, pruned_loss=0.08425, over 2474530.64 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07088, over 21028.52 utterances.], batch size: 31, lr: 3.71e-04
2022-08-26 20:26:43,504 INFO [train.py:927] (4/8) Epoch 10, batch 5650, giga_loss[loss=0.2257, simple_loss=0.3217, pruned_loss=0.06486, over 12190.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03812, over 28.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3207, pruned_loss=0.08014, over 2474090.64 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06849, over 19329.65 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2941, pruned_loss=0.05834, over 2306741.68 frames. utt_duration=1293 frames, utt_pad_proportion=0.04698, over 7143.28 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.324, pruned_loss=0.08313, over 2474579.82 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06896, over 20780.98 utterances.], batch size: 28, lr: 3.71e-04
2022-08-26 20:28:28,694 INFO [train.py:927] (4/8) Epoch 10, batch 5700, libri_loss[loss=0.2328, simple_loss=0.3217, pruned_loss=0.07189, over 12415.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03662, over 46.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3215, pruned_loss=0.08181, over 2473848.59 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07376, over 20428.54 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2942, pruned_loss=0.05839, over 2309886.68 frames. utt_duration=1295 frames, utt_pad_proportion=0.04637, over 7142.50 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3246, pruned_loss=0.08455, over 2474400.07 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07414, over 21812.78 utterances.], batch size: 46, lr: 3.71e-04
2022-08-26 20:30:14,235 INFO [train.py:927] (4/8) Epoch 10, batch 5750, giga_loss[loss=0.227, simple_loss=0.3075, pruned_loss=0.07326, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03487, over 105.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3192, pruned_loss=0.08107, over 2473954.68 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07934, over 20572.26 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2943, pruned_loss=0.05847, over 2314246.10 frames. utt_duration=1282 frames, utt_pad_proportion=0.05082, over 7227.68 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3223, pruned_loss=0.08381, over 2474851.29 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07827, over 21957.57 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 20:32:01,284 INFO [train.py:927] (4/8) Epoch 10, batch 5800, giga_loss[loss=0.2744, simple_loss=0.3432, pruned_loss=0.1028, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3182, pruned_loss=0.08086, over 2474246.52 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07304, over 19789.67 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2948, pruned_loss=0.05891, over 2318825.20 frames. utt_duration=1279 frames, utt_pad_proportion=0.05053, over 7260.31 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3208, pruned_loss=0.08328, over 2475093.04 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07291, over 21209.88 utterances.], batch size: 161, lr: 3.71e-04
2022-08-26 20:33:42,984 INFO [train.py:927] (4/8) Epoch 10, batch 5850, giga_loss[loss=0.2467, simple_loss=0.3221, pruned_loss=0.08563, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03692, over 113.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3172, pruned_loss=0.08129, over 2474982.30 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07658, over 20624.17 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2947, pruned_loss=0.05879, over 2321830.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.04986, over 7260.02 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3199, pruned_loss=0.08369, over 2475715.37 frames. utt_duration=452 frames, utt_pad_proportion=0.07662, over 21979.41 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 20:35:26,218 INFO [train.py:927] (4/8) Epoch 10, batch 5900, giga_loss[loss=0.2568, simple_loss=0.3342, pruned_loss=0.08973, over 12421.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06632, over 184.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.0783, over 2475301.33 frames. utt_duration=470.7 frames, utt_pad_proportion=0.0754, over 21103.28 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2946, pruned_loss=0.05871, over 2324005.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.04936, over 7255.07 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3168, pruned_loss=0.08055, over 2475981.56 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07574, over 22350.26 utterances.], batch size: 184, lr: 3.71e-04
2022-08-26 20:37:14,698 INFO [train.py:927] (4/8) Epoch 10, batch 5950, libri_loss[loss=0.2123, simple_loss=0.2924, pruned_loss=0.06612, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006252, over 33.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.0767, over 2474776.56 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07292, over 20461.34 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2942, pruned_loss=0.05863, over 2329069.45 frames. utt_duration=1291 frames, utt_pad_proportion=0.04798, over 7222.52 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3152, pruned_loss=0.07927, over 2476116.30 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07406, over 21994.66 utterances.], batch size: 33, lr: 3.71e-04
2022-08-26 20:39:01,131 INFO [train.py:927] (4/8) Epoch 10, batch 6000, giga_loss[loss=0.2532, simple_loss=0.3242, pruned_loss=0.09114, over 12360.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0611, over 182.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3101, pruned_loss=0.07674, over 2474349.95 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07923, over 21302.92 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.0585, over 2332347.83 frames. utt_duration=1295 frames, utt_pad_proportion=0.04714, over 7215.12 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.07928, over 2475721.95 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08013, over 22829.81 utterances.], batch size: 182, lr: 3.71e-04
2022-08-26 20:39:01,132 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 20:39:15,013 INFO [train.py:967] (4/8) 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 20:40:57,115 INFO [train.py:927] (4/8) Epoch 10, batch 6050, giga_loss[loss=0.2335, simple_loss=0.3085, pruned_loss=0.07924, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03043, over 40.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3118, pruned_loss=0.07735, over 2475165.21 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07763, over 21234.75 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2938, pruned_loss=0.05838, over 2335297.30 frames. utt_duration=1290 frames, utt_pad_proportion=0.04743, over 7249.71 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3146, pruned_loss=0.0798, over 2476144.82 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07858, over 22665.16 utterances.], batch size: 40, lr: 3.71e-04
2022-08-26 20:42:37,329 INFO [train.py:927] (4/8) Epoch 10, batch 6100, giga_loss[loss=0.2795, simple_loss=0.3271, pruned_loss=0.116, over 12348.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2153, over 374.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3117, pruned_loss=0.07773, over 2474837.23 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08303, over 22042.44 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05818, over 2341422.96 frames. utt_duration=1299 frames, utt_pad_proportion=0.04585, over 7216.21 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3152, pruned_loss=0.08066, over 2475671.28 frames. utt_duration=417.1 frames, utt_pad_proportion=0.08427, over 23824.26 utterances.], batch size: 374, lr: 3.71e-04
2022-08-26 20:44:21,174 INFO [train.py:927] (4/8) Epoch 10, batch 6150, giga_loss[loss=0.254, simple_loss=0.3294, pruned_loss=0.08926, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3131, pruned_loss=0.07907, over 2474776.52 frames. utt_duration=452.8 frames, utt_pad_proportion=0.0845, over 21933.83 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05842, over 2343898.28 frames. utt_duration=1281 frames, utt_pad_proportion=0.05118, over 7326.17 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3157, pruned_loss=0.08154, over 2475615.11 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08421, over 23510.79 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 20:46:06,805 INFO [train.py:927] (4/8) Epoch 10, batch 6200, libri_loss[loss=0.225, simple_loss=0.318, pruned_loss=0.06594, over 12236.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007978, over 29.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.314, pruned_loss=0.07922, over 2474420.82 frames. utt_duration=470.9 frames, utt_pad_proportion=0.08021, over 21083.41 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05834, over 2348350.25 frames. utt_duration=1287 frames, utt_pad_proportion=0.04996, over 7308.74 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08196, over 2475169.47 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08089, over 22824.42 utterances.], batch size: 29, lr: 3.71e-04
2022-08-26 20:47:54,365 INFO [train.py:927] (4/8) Epoch 10, batch 6250, giga_loss[loss=0.2583, simple_loss=0.3453, pruned_loss=0.08569, over 12364.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04662, over 146.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3155, pruned_loss=0.08064, over 2474995.56 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08182, over 21872.06 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05862, over 2351987.48 frames. utt_duration=1290 frames, utt_pad_proportion=0.04889, over 7303.41 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.0832, over 2475708.87 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08276, over 23668.67 utterances.], batch size: 146, lr: 3.71e-04
2022-08-26 20:49:40,927 INFO [train.py:927] (4/8) Epoch 10, batch 6300, giga_loss[loss=0.2035, simple_loss=0.2908, pruned_loss=0.0581, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.02935, over 58.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3167, pruned_loss=0.08008, over 2475364.51 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07968, over 22146.50 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05845, over 2354550.56 frames. utt_duration=1295 frames, utt_pad_proportion=0.04799, over 7280.03 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3197, pruned_loss=0.08276, over 2476397.88 frames. utt_duration=415 frames, utt_pad_proportion=0.08103, over 23950.07 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 20:51:25,716 INFO [train.py:927] (4/8) Epoch 10, batch 6350, giga_loss[loss=0.2634, simple_loss=0.331, pruned_loss=0.09789, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08118, over 2475683.61 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07663, over 21532.07 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2932, pruned_loss=0.05837, over 2356433.32 frames. utt_duration=1295 frames, utt_pad_proportion=0.04779, over 7285.70 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3192, pruned_loss=0.08368, over 2476442.20 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07813, over 23147.65 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 20:53:13,048 INFO [train.py:927] (4/8) Epoch 10, batch 6400, giga_loss[loss=0.2474, simple_loss=0.3178, pruned_loss=0.08851, over 12441.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02242, over 48.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3157, pruned_loss=0.08141, over 2475523.32 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07577, over 21464.13 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2932, pruned_loss=0.05837, over 2358232.72 frames. utt_duration=1298 frames, utt_pad_proportion=0.04723, over 7274.48 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3183, pruned_loss=0.08366, over 2476110.08 frames. utt_duration=433.4 frames, utt_pad_proportion=0.0773, over 22929.16 utterances.], batch size: 48, lr: 3.70e-04
2022-08-26 20:54:57,410 INFO [train.py:927] (4/8) Epoch 10, batch 6450, giga_loss[loss=0.2543, simple_loss=0.3296, pruned_loss=0.08947, over 12428.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04481, over 134.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3157, pruned_loss=0.08208, over 2475939.58 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07436, over 21774.06 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05844, over 2359965.86 frames. utt_duration=1299 frames, utt_pad_proportion=0.04673, over 7275.40 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.318, pruned_loss=0.0841, over 2476414.08 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07589, over 23117.71 utterances.], batch size: 134, lr: 3.70e-04
2022-08-26 20:56:41,957 INFO [train.py:927] (4/8) Epoch 10, batch 6500, giga_loss[loss=0.2717, simple_loss=0.3402, pruned_loss=0.1016, over 12355.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3156, pruned_loss=0.08181, over 2475657.29 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07077, over 21029.13 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2931, pruned_loss=0.05832, over 2361895.81 frames. utt_duration=1304 frames, utt_pad_proportion=0.04609, over 7254.00 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.318, pruned_loss=0.08392, over 2476364.40 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07252, over 22359.27 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 20:58:24,818 INFO [train.py:927] (4/8) Epoch 10, batch 6550, giga_loss[loss=0.2599, simple_loss=0.3289, pruned_loss=0.09547, over 12382.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03303, over 104.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3172, pruned_loss=0.08282, over 2474914.41 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06875, over 20768.64 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05819, over 2364010.50 frames. utt_duration=1302 frames, utt_pad_proportion=0.04637, over 7269.76 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3195, pruned_loss=0.08509, over 2475600.68 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07035, over 22072.58 utterances.], batch size: 104, lr: 3.70e-04
2022-08-26 21:00:09,539 INFO [train.py:927] (4/8) Epoch 10, batch 6600, giga_loss[loss=0.2532, simple_loss=0.3235, pruned_loss=0.09141, over 12382.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3186, pruned_loss=0.0845, over 2474560.23 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07257, over 21470.42 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05822, over 2365918.63 frames. utt_duration=1302 frames, utt_pad_proportion=0.04601, over 7274.48 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.321, pruned_loss=0.08674, over 2475364.19 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07389, over 22762.04 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 21:01:53,923 INFO [train.py:927] (4/8) Epoch 10, batch 6650, giga_loss[loss=0.2894, simple_loss=0.3553, pruned_loss=0.1117, over 12385.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07434, over 212.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08361, over 2474617.42 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07102, over 20751.71 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05825, over 2370050.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.04957, over 7362.29 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.321, pruned_loss=0.08633, over 2475369.32 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07142, over 22219.77 utterances.], batch size: 212, lr: 3.70e-04
2022-08-26 21:03:40,797 INFO [train.py:927] (4/8) Epoch 10, batch 6700, giga_loss[loss=0.2574, simple_loss=0.3252, pruned_loss=0.09478, over 12367.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3192, pruned_loss=0.08421, over 2474554.27 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06855, over 19999.88 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05827, over 2371115.55 frames. utt_duration=1288 frames, utt_pad_proportion=0.04926, over 7370.67 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.08656, over 2475119.15 frames. utt_duration=467.2 frames, utt_pad_proportion=0.06918, over 21259.10 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 21:05:25,591 INFO [train.py:927] (4/8) Epoch 10, batch 6750, giga_loss[loss=0.231, simple_loss=0.3187, pruned_loss=0.07166, over 12365.00 frames. utt_duration=619.9 frames, utt_pad_proportion=0.03594, over 80.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3187, pruned_loss=0.0834, over 2473581.77 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06803, over 19164.11 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2934, pruned_loss=0.0584, over 2374218.34 frames. utt_duration=1275 frames, utt_pad_proportion=0.05311, over 7455.22 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3212, pruned_loss=0.08594, over 2474436.24 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06764, over 20467.45 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 21:07:05,897 INFO [train.py:927] (4/8) Epoch 10, batch 6800, libri_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.0601, over 12303.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007655, over 36.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3181, pruned_loss=0.08188, over 2474080.44 frames. utt_duration=526.8 frames, utt_pad_proportion=0.0677, over 18838.13 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05838, over 2377300.90 frames. utt_duration=1275 frames, utt_pad_proportion=0.05223, over 7467.46 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3207, pruned_loss=0.08458, over 2474670.15 frames. utt_duration=492 frames, utt_pad_proportion=0.06784, over 20180.42 utterances.], batch size: 36, lr: 3.70e-04
2022-08-26 21:08:45,175 INFO [train.py:927] (4/8) Epoch 10, batch 6850, giga_loss[loss=0.2363, simple_loss=0.3107, pruned_loss=0.08092, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02658, over 45.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3161, pruned_loss=0.0804, over 2473552.98 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06799, over 18632.33 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05826, over 2379229.12 frames. utt_duration=1279 frames, utt_pad_proportion=0.0514, over 7452.09 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3185, pruned_loss=0.08318, over 2474451.71 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06853, over 19987.83 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 21:10:28,856 INFO [train.py:927] (4/8) Epoch 10, batch 6900, giga_loss[loss=0.2352, simple_loss=0.3139, pruned_loss=0.07821, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0297, over 45.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3173, pruned_loss=0.08158, over 2473048.24 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07176, over 19250.33 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05822, over 2380938.63 frames. utt_duration=1281 frames, utt_pad_proportion=0.05059, over 7445.06 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3197, pruned_loss=0.08423, over 2473909.71 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07237, over 20546.11 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 21:12:10,939 INFO [train.py:927] (4/8) Epoch 10, batch 6950, giga_loss[loss=0.302, simple_loss=0.3453, pruned_loss=0.1293, over 12356.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3171, pruned_loss=0.08258, over 2473821.30 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07388, over 19581.54 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2934, pruned_loss=0.05824, over 2383698.83 frames. utt_duration=1282 frames, utt_pad_proportion=0.04954, over 7444.47 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3198, pruned_loss=0.08532, over 2474499.59 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07476, over 20937.58 utterances.], batch size: 366, lr: 3.70e-04
2022-08-26 21:13:55,541 INFO [train.py:927] (4/8) Epoch 10, batch 7000, giga_loss[loss=0.2288, simple_loss=0.315, pruned_loss=0.07128, over 12481.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04435, over 34.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08348, over 2473754.17 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07244, over 19623.10 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05824, over 2386056.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.04858, over 7437.51 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3214, pruned_loss=0.08621, over 2474194.66 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0737, over 20975.88 utterances.], batch size: 34, lr: 3.70e-04
2022-08-26 21:15:37,662 INFO [train.py:927] (4/8) Epoch 10, batch 7050, giga_loss[loss=0.241, simple_loss=0.3171, pruned_loss=0.08246, over 12380.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05203, over 161.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3187, pruned_loss=0.08314, over 2474613.70 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07081, over 19629.60 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05829, over 2387726.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.04778, over 7431.82 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3211, pruned_loss=0.08569, over 2475006.53 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07231, over 20917.77 utterances.], batch size: 161, lr: 3.70e-04
2022-08-26 21:17:19,882 INFO [train.py:927] (4/8) Epoch 10, batch 7100, giga_loss[loss=0.223, simple_loss=0.295, pruned_loss=0.07555, over 12171.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04015, over 28.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3186, pruned_loss=0.08291, over 2473490.92 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07054, over 19629.10 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05837, over 2388301.45 frames. utt_duration=1284 frames, utt_pad_proportion=0.04855, over 7449.55 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3207, pruned_loss=0.08505, over 2474042.14 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07156, over 20731.25 utterances.], batch size: 28, lr: 3.70e-04
2022-08-26 21:19:01,844 INFO [train.py:927] (4/8) Epoch 10, batch 7150, giga_loss[loss=0.2372, simple_loss=0.3171, pruned_loss=0.0786, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3181, pruned_loss=0.08214, over 2474032.45 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06574, over 18994.91 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2938, pruned_loss=0.05841, over 2392065.23 frames. utt_duration=1288 frames, utt_pad_proportion=0.04707, over 7437.88 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08472, over 2474116.96 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06761, over 20323.30 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 21:20:43,058 INFO [train.py:927] (4/8) Epoch 10, batch 7200, giga_loss[loss=0.21, simple_loss=0.2862, pruned_loss=0.06696, over 12385.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.02784, over 58.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.08104, over 2474272.87 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06873, over 19497.40 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05856, over 2393617.07 frames. utt_duration=1292 frames, utt_pad_proportion=0.0465, over 7421.21 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08338, over 2474415.97 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07031, over 20777.41 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 21:22:25,985 INFO [train.py:927] (4/8) Epoch 10, batch 7250, giga_loss[loss=0.2326, simple_loss=0.3193, pruned_loss=0.07294, over 12455.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03092, over 55.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3122, pruned_loss=0.07942, over 2474251.56 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06738, over 18876.02 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05869, over 2396328.13 frames. utt_duration=1278 frames, utt_pad_proportion=0.05008, over 7509.88 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3145, pruned_loss=0.08187, over 2474448.24 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06785, over 20205.55 utterances.], batch size: 55, lr: 3.70e-04
2022-08-26 21:24:10,755 INFO [train.py:927] (4/8) Epoch 10, batch 7300, giga_loss[loss=0.2348, simple_loss=0.3139, pruned_loss=0.07784, over 12281.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02673, over 54.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3119, pruned_loss=0.07934, over 2474557.13 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06805, over 19361.82 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.05851, over 2397415.62 frames. utt_duration=1283 frames, utt_pad_proportion=0.04974, over 7485.38 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08172, over 2474777.33 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06855, over 20591.49 utterances.], batch size: 54, lr: 3.70e-04
2022-08-26 21:25:49,614 INFO [train.py:927] (4/8) Epoch 10, batch 7350, giga_loss[loss=0.2166, simple_loss=0.3082, pruned_loss=0.06247, over 12442.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03798, over 105.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.07625, over 2474571.29 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06448, over 19281.49 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05858, over 2400813.47 frames. utt_duration=1286 frames, utt_pad_proportion=0.04863, over 7477.62 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.0791, over 2475443.17 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06579, over 20891.88 utterances.], batch size: 105, lr: 3.70e-04
2022-08-26 21:27:31,482 INFO [train.py:927] (4/8) Epoch 10, batch 7400, giga_loss[loss=0.2059, simple_loss=0.2764, pruned_loss=0.06773, over 12344.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1913, over 363.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.309, pruned_loss=0.07346, over 2474389.85 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07202, over 20917.53 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05844, over 2402721.59 frames. utt_duration=1285 frames, utt_pad_proportion=0.04853, over 7488.20 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07631, over 2475322.57 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07271, over 22537.15 utterances.], batch size: 363, lr: 3.70e-04
2022-08-26 21:29:15,776 INFO [train.py:927] (4/8) Epoch 10, batch 7450, giga_loss[loss=0.2318, simple_loss=0.3042, pruned_loss=0.07968, over 12405.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09996, over 257.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.307, pruned_loss=0.07038, over 2475000.04 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06638, over 20728.29 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05809, over 2404891.28 frames. utt_duration=1292 frames, utt_pad_proportion=0.04727, over 7456.53 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3104, pruned_loss=0.07343, over 2476035.56 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06787, over 22493.64 utterances.], batch size: 257, lr: 3.70e-04
2022-08-26 21:30:55,488 INFO [train.py:927] (4/8) Epoch 10, batch 7500, giga_loss[loss=0.2084, simple_loss=0.295, pruned_loss=0.06092, over 12310.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03219, over 51.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3086, pruned_loss=0.07059, over 2475450.34 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06615, over 21575.14 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05817, over 2406777.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.04745, over 7482.05 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3116, pruned_loss=0.07329, over 2476448.51 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06745, over 23342.22 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 21:32:35,848 INFO [train.py:927] (4/8) Epoch 10, batch 7550, giga_loss[loss=0.1967, simple_loss=0.2858, pruned_loss=0.05379, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02406, over 45.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3059, pruned_loss=0.06888, over 2474898.58 frames. utt_duration=440 frames, utt_pad_proportion=0.07096, over 22570.99 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2931, pruned_loss=0.05835, over 2408445.28 frames. utt_duration=1289 frames, utt_pad_proportion=0.04642, over 7481.47 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3086, pruned_loss=0.07122, over 2476054.28 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07217, over 24412.97 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 21:34:18,380 INFO [train.py:927] (4/8) Epoch 10, batch 7600, giga_loss[loss=0.2186, simple_loss=0.303, pruned_loss=0.06707, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02955, over 80.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3045, pruned_loss=0.06751, over 2474973.11 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07141, over 23291.71 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05835, over 2409198.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.04697, over 7506.51 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3065, pruned_loss=0.06943, over 2475796.38 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07227, over 24855.45 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 21:35:58,620 INFO [train.py:927] (4/8) Epoch 10, batch 7650, giga_loss[loss=0.1725, simple_loss=0.2568, pruned_loss=0.04411, over 12345.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1824, over 359.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3021, pruned_loss=0.06537, over 2474511.14 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07007, over 23032.75 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05827, over 2411037.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05097, over 7562.56 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3043, pruned_loss=0.06727, over 2475577.22 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07011, over 24735.08 utterances.], batch size: 359, lr: 3.70e-04
2022-08-26 21:37:44,121 INFO [train.py:927] (4/8) Epoch 10, batch 7700, giga_loss[loss=0.2264, simple_loss=0.3067, pruned_loss=0.07307, over 12351.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2989, pruned_loss=0.06366, over 2474889.50 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07059, over 23323.11 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.293, pruned_loss=0.0583, over 2411769.33 frames. utt_duration=1280 frames, utt_pad_proportion=0.0504, over 7546.22 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3008, pruned_loss=0.06522, over 2475899.22 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07081, over 24884.10 utterances.], batch size: 97, lr: 3.69e-04
2022-08-26 21:39:26,742 INFO [train.py:927] (4/8) Epoch 10, batch 7750, libri_loss[loss=0.2227, simple_loss=0.3104, pruned_loss=0.0675, over 12443.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01526, over 40.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2969, pruned_loss=0.06282, over 2475657.87 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07269, over 23154.43 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05801, over 2414341.34 frames. utt_duration=1272 frames, utt_pad_proportion=0.05421, over 7601.52 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2989, pruned_loss=0.06452, over 2476384.36 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07205, over 24951.03 utterances.], batch size: 40, lr: 3.69e-04
2022-08-26 21:41:25,199 INFO [train.py:927] (4/8) Epoch 10, batch 7800, giga_loss[loss=0.2207, simple_loss=0.3101, pruned_loss=0.06567, over 12358.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02926, over 91.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2977, pruned_loss=0.06259, over 2475664.41 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07513, over 24425.23 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05789, over 2414990.35 frames. utt_duration=1275 frames, utt_pad_proportion=0.05369, over 7585.61 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2995, pruned_loss=0.0641, over 2476478.01 frames. utt_duration=381.3 frames, utt_pad_proportion=0.0747, over 26074.50 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 21:43:30,369 INFO [train.py:927] (4/8) Epoch 10, batch 7850, giga_loss[loss=0.1986, simple_loss=0.2941, pruned_loss=0.05157, over 12408.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2974, pruned_loss=0.06212, over 2476022.02 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07053, over 24458.68 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05795, over 2415724.11 frames. utt_duration=1277 frames, utt_pad_proportion=0.05305, over 7576.85 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2987, pruned_loss=0.06331, over 2476828.82 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07068, over 26004.87 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 21:45:29,639 INFO [train.py:927] (4/8) Epoch 10, batch 7900, giga_loss[loss=0.207, simple_loss=0.3002, pruned_loss=0.05694, over 12354.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0417, over 113.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06079, over 2476642.68 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07011, over 24803.07 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05804, over 2417560.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.05177, over 7564.63 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2972, pruned_loss=0.06178, over 2477274.18 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07069, over 26498.86 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 21:47:34,761 INFO [train.py:927] (4/8) Epoch 10, batch 7950, giga_loss[loss=0.2202, simple_loss=0.3079, pruned_loss=0.0662, over 12460.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03496, over 98.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2932, pruned_loss=0.05964, over 2476575.49 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06958, over 24566.87 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05785, over 2418329.81 frames. utt_duration=1284 frames, utt_pad_proportion=0.05102, over 7541.53 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2944, pruned_loss=0.06062, over 2477412.90 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07034, over 26230.57 utterances.], batch size: 98, lr: 3.69e-04
2022-08-26 21:49:26,113 INFO [train.py:927] (4/8) Epoch 10, batch 8000, giga_loss[loss=0.2026, simple_loss=0.2857, pruned_loss=0.05974, over 12379.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2932, pruned_loss=0.05988, over 2476872.17 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06824, over 24768.62 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05768, over 2419597.63 frames. utt_duration=1288 frames, utt_pad_proportion=0.05012, over 7523.12 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2943, pruned_loss=0.06088, over 2477722.01 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06924, over 26500.01 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 21:51:41,768 INFO [train.py:927] (4/8) Epoch 10, batch 8050, giga_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.0518, over 12389.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02555, over 91.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2944, pruned_loss=0.06017, over 2476962.60 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07419, over 25790.76 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05784, over 2421011.70 frames. utt_duration=1276 frames, utt_pad_proportion=0.05414, over 7597.28 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.295, pruned_loss=0.06086, over 2477649.58 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07378, over 27490.91 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 21:53:41,955 INFO [train.py:927] (4/8) Epoch 10, batch 8100, giga_loss[loss=0.2133, simple_loss=0.2931, pruned_loss=0.0668, over 12377.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09548, over 255.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2935, pruned_loss=0.05984, over 2476782.54 frames. utt_duration=390 frames, utt_pad_proportion=0.07227, over 25486.82 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.05774, over 2421850.42 frames. utt_duration=1276 frames, utt_pad_proportion=0.05339, over 7600.27 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2941, pruned_loss=0.06051, over 2477568.48 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07232, over 27155.01 utterances.], batch size: 255, lr: 3.69e-04
2022-08-26 21:55:43,271 INFO [train.py:927] (4/8) Epoch 10, batch 8150, giga_loss[loss=0.2108, simple_loss=0.2978, pruned_loss=0.06184, over 12370.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03584, over 132.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2966, pruned_loss=0.06011, over 2477396.80 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06896, over 25651.65 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05786, over 2423081.53 frames. utt_duration=1275 frames, utt_pad_proportion=0.0528, over 7609.96 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.297, pruned_loss=0.0606, over 2478153.97 frames. utt_duration=363 frames, utt_pad_proportion=0.06947, over 27397.41 utterances.], batch size: 132, lr: 3.69e-04
2022-08-26 21:57:51,267 INFO [train.py:927] (4/8) Epoch 10, batch 8200, giga_loss[loss=0.1845, simple_loss=0.2819, pruned_loss=0.04351, over 12412.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04392, over 146.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2976, pruned_loss=0.05909, over 2477683.79 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06664, over 25922.99 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05788, over 2423148.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.0526, over 7604.91 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2978, pruned_loss=0.05946, over 2478467.35 frames. utt_duration=363.3 frames, utt_pad_proportion=0.06722, over 27375.98 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 21:59:53,747 INFO [train.py:927] (4/8) Epoch 10, batch 8250, giga_loss[loss=0.1954, simple_loss=0.29, pruned_loss=0.05041, over 12445.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05472, over 162.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2986, pruned_loss=0.05983, over 2477738.73 frames. utt_duration=385 frames, utt_pad_proportion=0.06562, over 25825.20 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.05796, over 2424004.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05189, over 7595.95 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2985, pruned_loss=0.06009, over 2478569.41 frames. utt_duration=364 frames, utt_pad_proportion=0.06639, over 27328.37 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 22:02:25,609 INFO [train.py:927] (4/8) Epoch 10, batch 8300, giga_loss[loss=0.203, simple_loss=0.2878, pruned_loss=0.05911, over 12430.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03014, over 122.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2973, pruned_loss=0.05943, over 2477777.46 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06365, over 24817.94 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.0577, over 2425162.10 frames. utt_duration=1281 frames, utt_pad_proportion=0.05104, over 7580.32 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2977, pruned_loss=0.05989, over 2478598.11 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06471, over 26416.31 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 22:04:35,167 INFO [train.py:927] (4/8) Epoch 10, batch 8350, giga_loss[loss=0.1925, simple_loss=0.2854, pruned_loss=0.0498, over 12396.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05455, over 181.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2944, pruned_loss=0.05822, over 2478502.41 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06791, over 24833.00 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05764, over 2426708.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.05053, over 7595.86 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2948, pruned_loss=0.05867, over 2479175.03 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06876, over 26566.89 utterances.], batch size: 181, lr: 3.69e-04
2022-08-26 22:06:41,053 INFO [train.py:927] (4/8) Epoch 10, batch 8400, giga_loss[loss=0.2241, simple_loss=0.3223, pruned_loss=0.06293, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03303, over 75.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.0576, over 2477947.48 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06392, over 23670.71 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05757, over 2427567.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.04987, over 7589.19 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.294, pruned_loss=0.05803, over 2478855.17 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06514, over 25421.25 utterances.], batch size: 75, lr: 3.69e-04
2022-08-26 22:08:47,081 INFO [train.py:927] (4/8) Epoch 10, batch 8450, giga_loss[loss=0.1824, simple_loss=0.268, pruned_loss=0.04843, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03223, over 39.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.293, pruned_loss=0.05816, over 2478136.03 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06691, over 24150.23 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05727, over 2428674.01 frames. utt_duration=1285 frames, utt_pad_proportion=0.04914, over 7569.63 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.05877, over 2478770.66 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06796, over 25848.29 utterances.], batch size: 39, lr: 3.69e-04
2022-08-26 22:10:55,898 INFO [train.py:927] (4/8) Epoch 10, batch 8500, giga_loss[loss=0.2018, simple_loss=0.2966, pruned_loss=0.05349, over 12370.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03151, over 58.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2944, pruned_loss=0.05956, over 2478026.78 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07065, over 25032.74 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2926, pruned_loss=0.05745, over 2429383.85 frames. utt_duration=1272 frames, utt_pad_proportion=0.05244, over 7648.05 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2946, pruned_loss=0.0599, over 2478561.18 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07044, over 26534.88 utterances.], batch size: 58, lr: 3.69e-04
2022-08-26 22:13:13,615 INFO [train.py:927] (4/8) Epoch 10, batch 8550, giga_loss[loss=0.2087, simple_loss=0.2967, pruned_loss=0.0604, over 12411.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03285, over 80.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2956, pruned_loss=0.0596, over 2478144.87 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06989, over 25417.95 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05751, over 2429999.86 frames. utt_duration=1273 frames, utt_pad_proportion=0.05189, over 7642.39 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2958, pruned_loss=0.05984, over 2478669.20 frames. utt_duration=370.5 frames, utt_pad_proportion=0.06997, over 26845.01 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 22:15:26,972 INFO [train.py:927] (4/8) Epoch 10, batch 8600, giga_loss[loss=0.185, simple_loss=0.2807, pruned_loss=0.0446, over 12374.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04702, over 146.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2924, pruned_loss=0.05858, over 2477756.32 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06707, over 24774.41 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05748, over 2430428.34 frames. utt_duration=1276 frames, utt_pad_proportion=0.05128, over 7630.83 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.05882, over 2478439.41 frames. utt_duration=380.2 frames, utt_pad_proportion=0.0675, over 26157.93 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 22:17:24,332 INFO [train.py:927] (4/8) Epoch 10, batch 8650, giga_loss[loss=0.2045, simple_loss=0.29, pruned_loss=0.05948, over 12347.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02402, over 45.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2898, pruned_loss=0.05779, over 2477211.90 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07047, over 24809.69 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05747, over 2431372.80 frames. utt_duration=1282 frames, utt_pad_proportion=0.05009, over 7594.28 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2898, pruned_loss=0.05802, over 2478331.27 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07104, over 26469.57 utterances.], batch size: 45, lr: 3.69e-04
2022-08-26 22:19:22,419 INFO [train.py:927] (4/8) Epoch 10, batch 8700, giga_loss[loss=0.1896, simple_loss=0.276, pruned_loss=0.05161, over 12405.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05882, over 182.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2892, pruned_loss=0.0576, over 2476724.95 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07062, over 24871.24 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05753, over 2431954.14 frames. utt_duration=1284 frames, utt_pad_proportion=0.04953, over 7586.72 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2891, pruned_loss=0.05772, over 2478114.74 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07134, over 26584.43 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 22:21:34,584 INFO [train.py:927] (4/8) Epoch 10, batch 8750, giga_loss[loss=0.1786, simple_loss=0.2678, pruned_loss=0.04465, over 12396.00 frames. utt_duration=546 frames, utt_pad_proportion=0.025, over 91.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2878, pruned_loss=0.05658, over 2477247.76 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06753, over 24021.49 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05759, over 2432658.94 frames. utt_duration=1285 frames, utt_pad_proportion=0.04872, over 7580.00 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2875, pruned_loss=0.05662, over 2478536.71 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06863, over 25683.12 utterances.], batch size: 91, lr: 3.69e-04
2022-08-26 22:23:49,419 INFO [train.py:927] (4/8) Epoch 10, batch 8800, giga_loss[loss=0.1958, simple_loss=0.2879, pruned_loss=0.05186, over 12400.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07124, over 213.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2872, pruned_loss=0.05613, over 2477679.88 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06821, over 24149.98 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.0577, over 2434369.30 frames. utt_duration=1287 frames, utt_pad_proportion=0.04727, over 7572.14 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2865, pruned_loss=0.05603, over 2478780.15 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06961, over 26078.37 utterances.], batch size: 213, lr: 3.69e-04
2022-08-26 22:25:49,131 INFO [train.py:927] (4/8) Epoch 10, batch 8850, giga_loss[loss=0.189, simple_loss=0.2612, pruned_loss=0.05839, over 12355.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1809, over 358.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.287, pruned_loss=0.05641, over 2477890.69 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06789, over 23961.99 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05771, over 2435130.57 frames. utt_duration=1288 frames, utt_pad_proportion=0.04656, over 7570.72 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2864, pruned_loss=0.05629, over 2478848.37 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06933, over 25796.77 utterances.], batch size: 358, lr: 3.69e-04
2022-08-26 22:27:47,819 INFO [train.py:927] (4/8) Epoch 10, batch 8900, giga_loss[loss=0.2013, simple_loss=0.298, pruned_loss=0.05231, over 12442.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03056, over 80.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2861, pruned_loss=0.05516, over 2477397.66 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06712, over 23886.39 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2929, pruned_loss=0.05749, over 2435496.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.04571, over 7552.58 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2857, pruned_loss=0.05522, over 2478808.79 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06868, over 25739.10 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 22:29:45,958 INFO [train.py:927] (4/8) Epoch 10, batch 8950, giga_loss[loss=0.2154, simple_loss=0.2943, pruned_loss=0.06824, over 12395.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2879, pruned_loss=0.05538, over 2477251.16 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06702, over 23809.06 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05725, over 2436461.26 frames. utt_duration=1297 frames, utt_pad_proportion=0.0446, over 7521.72 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2878, pruned_loss=0.05556, over 2478794.19 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06874, over 25812.48 utterances.], batch size: 257, lr: 3.69e-04
2022-08-26 22:31:39,398 INFO [train.py:927] (4/8) Epoch 10, batch 9000, giga_loss[loss=0.1744, simple_loss=0.2568, pruned_loss=0.04604, over 12390.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1716, over 355.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2882, pruned_loss=0.05498, over 2477188.35 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06868, over 23801.65 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2925, pruned_loss=0.05735, over 2437386.75 frames. utt_duration=1289 frames, utt_pad_proportion=0.04874, over 7572.75 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2879, pruned_loss=0.05497, over 2478876.35 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06913, over 25881.85 utterances.], batch size: 355, lr: 3.69e-04
2022-08-26 22:31:39,399 INFO [train.py:958] (4/8) Computing validation loss
2022-08-26 22:31:55,200 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1782, simple_loss=0.2879, pruned_loss=0.03429, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 22:33:55,617 INFO [train.py:927] (4/8) Epoch 10, batch 9050, giga_loss[loss=0.192, simple_loss=0.286, pruned_loss=0.04901, over 12446.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05136, over 162.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2867, pruned_loss=0.05398, over 2476773.55 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06442, over 23308.59 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05703, over 2437972.39 frames. utt_duration=1295 frames, utt_pad_proportion=0.04792, over 7538.78 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.287, pruned_loss=0.05421, over 2478484.54 frames. utt_duration=392 frames, utt_pad_proportion=0.06542, over 25370.49 utterances.], batch size: 162, lr: 3.68e-04
2022-08-26 22:35:51,699 INFO [train.py:927] (4/8) Epoch 10, batch 9100, giga_loss[loss=0.1932, simple_loss=0.2838, pruned_loss=0.05129, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04031, over 113.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2859, pruned_loss=0.05433, over 2476491.66 frames. utt_duration=430.7 frames, utt_pad_proportion=0.0646, over 23066.34 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05709, over 2438386.77 frames. utt_duration=1293 frames, utt_pad_proportion=0.0478, over 7550.86 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2859, pruned_loss=0.0544, over 2478364.38 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06558, over 25065.20 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 22:37:53,688 INFO [train.py:927] (4/8) Epoch 10, batch 9150, giga_loss[loss=0.1969, simple_loss=0.2912, pruned_loss=0.05136, over 12397.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0394, over 113.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2882, pruned_loss=0.05573, over 2476508.65 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06512, over 23337.07 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05717, over 2439672.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.052, over 7612.76 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2879, pruned_loss=0.05565, over 2478201.06 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06479, over 25454.08 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 22:39:49,324 INFO [train.py:927] (4/8) Epoch 10, batch 9200, giga_loss[loss=0.2118, simple_loss=0.3061, pruned_loss=0.05879, over 12362.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2909, pruned_loss=0.05771, over 2477129.08 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06786, over 24407.04 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.05722, over 2440477.77 frames. utt_duration=1286 frames, utt_pad_proportion=0.05121, over 7599.54 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2906, pruned_loss=0.05759, over 2478414.47 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06771, over 26395.39 utterances.], batch size: 70, lr: 3.68e-04
2022-08-26 22:41:51,623 INFO [train.py:927] (4/8) Epoch 10, batch 9250, libri_loss[loss=0.2223, simple_loss=0.305, pruned_loss=0.06985, over 12393.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009125, over 38.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.294, pruned_loss=0.05892, over 2477384.99 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07021, over 25246.63 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2929, pruned_loss=0.05761, over 2441042.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.05636, over 7703.05 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.0585, over 2478560.02 frames. utt_duration=367.6 frames, utt_pad_proportion=0.06882, over 27055.94 utterances.], batch size: 38, lr: 3.68e-04
2022-08-26 22:43:58,058 INFO [train.py:927] (4/8) Epoch 10, batch 9300, giga_loss[loss=0.1839, simple_loss=0.278, pruned_loss=0.04494, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02598, over 91.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2932, pruned_loss=0.05905, over 2477918.30 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07055, over 26009.28 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05763, over 2441749.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05547, over 7698.02 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05873, over 2478875.98 frames. utt_duration=358 frames, utt_pad_proportion=0.06977, over 27791.41 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 22:45:55,296 INFO [train.py:927] (4/8) Epoch 10, batch 9350, giga_loss[loss=0.2123, simple_loss=0.2935, pruned_loss=0.06553, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2918, pruned_loss=0.05809, over 2477350.49 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06892, over 24836.99 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05743, over 2442284.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05878, over 7727.49 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2916, pruned_loss=0.05803, over 2478953.26 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06765, over 26909.95 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 22:48:01,678 INFO [train.py:927] (4/8) Epoch 10, batch 9400, giga_loss[loss=0.1917, simple_loss=0.2708, pruned_loss=0.05625, over 12355.00 frames. utt_duration=140.9 frames, utt_pad_proportion=0.1714, over 354.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2902, pruned_loss=0.05753, over 2477155.55 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07106, over 24999.92 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2925, pruned_loss=0.05747, over 2442550.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.05838, over 7734.20 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.29, pruned_loss=0.05745, over 2478497.05 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07006, over 26788.78 utterances.], batch size: 354, lr: 3.68e-04
2022-08-26 22:50:03,118 INFO [train.py:927] (4/8) Epoch 10, batch 9450, giga_loss[loss=0.2041, simple_loss=0.3027, pruned_loss=0.0528, over 12445.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02642, over 122.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2892, pruned_loss=0.0561, over 2477152.77 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06931, over 23950.13 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2923, pruned_loss=0.05743, over 2442957.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05769, over 7716.68 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2891, pruned_loss=0.05607, over 2478459.90 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06883, over 25668.12 utterances.], batch size: 122, lr: 3.68e-04
2022-08-26 22:51:52,823 INFO [train.py:927] (4/8) Epoch 10, batch 9500, giga_loss[loss=0.2117, simple_loss=0.3035, pruned_loss=0.05992, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03639, over 113.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2914, pruned_loss=0.05505, over 2477200.68 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06571, over 23030.31 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2936, pruned_loss=0.05747, over 2443811.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05632, over 7677.17 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.29, pruned_loss=0.05493, over 2478543.42 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06601, over 24926.02 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 22:54:01,200 INFO [train.py:927] (4/8) Epoch 10, batch 9550, giga_loss[loss=0.214, simple_loss=0.3075, pruned_loss=0.06026, over 12367.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2911, pruned_loss=0.05514, over 2477096.40 frames. utt_duration=415.2 frames, utt_pad_proportion=0.07088, over 23936.90 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2937, pruned_loss=0.05751, over 2444263.17 frames. utt_duration=1274 frames, utt_pad_proportion=0.05577, over 7680.68 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2899, pruned_loss=0.05496, over 2478346.58 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07091, over 25707.41 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 22:56:12,335 INFO [train.py:927] (4/8) Epoch 10, batch 9600, giga_loss[loss=0.2022, simple_loss=0.3058, pruned_loss=0.04929, over 12340.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.0296, over 66.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2908, pruned_loss=0.05513, over 2477421.70 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0717, over 24464.39 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.05729, over 2445254.75 frames. utt_duration=1275 frames, utt_pad_proportion=0.05523, over 7680.97 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2902, pruned_loss=0.0551, over 2478563.19 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07198, over 26411.20 utterances.], batch size: 66, lr: 3.68e-04
2022-08-26 22:58:24,183 INFO [train.py:927] (4/8) Epoch 10, batch 9650, giga_loss[loss=0.1958, simple_loss=0.2986, pruned_loss=0.04648, over 12443.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02883, over 122.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.293, pruned_loss=0.05587, over 2477654.54 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06899, over 24080.30 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2938, pruned_loss=0.05762, over 2446106.12 frames. utt_duration=1262 frames, utt_pad_proportion=0.05902, over 7760.17 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.292, pruned_loss=0.0555, over 2478685.30 frames. utt_duration=382.3 frames, utt_pad_proportion=0.0686, over 26012.85 utterances.], batch size: 122, lr: 3.68e-04
2022-08-26 23:00:42,457 INFO [train.py:927] (4/8) Epoch 10, batch 9700, giga_loss[loss=0.1885, simple_loss=0.2745, pruned_loss=0.05123, over 12384.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03036, over 62.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.294, pruned_loss=0.05614, over 2477413.11 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06392, over 23365.82 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2937, pruned_loss=0.05754, over 2446213.35 frames. utt_duration=1264 frames, utt_pad_proportion=0.05857, over 7749.60 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2933, pruned_loss=0.0559, over 2478390.33 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06406, over 25032.55 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 23:02:57,366 INFO [train.py:927] (4/8) Epoch 10, batch 9750, giga_loss[loss=0.1849, simple_loss=0.2833, pruned_loss=0.04321, over 12447.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03383, over 98.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2923, pruned_loss=0.05566, over 2477743.02 frames. utt_duration=434 frames, utt_pad_proportion=0.06145, over 22899.55 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2932, pruned_loss=0.05742, over 2447132.39 frames. utt_duration=1269 frames, utt_pad_proportion=0.05709, over 7721.00 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2921, pruned_loss=0.05553, over 2478797.87 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06222, over 24813.22 utterances.], batch size: 98, lr: 3.68e-04
2022-08-26 23:04:57,871 INFO [train.py:927] (4/8) Epoch 10, batch 9800, giga_loss[loss=0.2098, simple_loss=0.3017, pruned_loss=0.05896, over 12438.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03166, over 122.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2918, pruned_loss=0.05548, over 2477638.99 frames. utt_duration=432.3 frames, utt_pad_proportion=0.06091, over 22986.08 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.293, pruned_loss=0.05756, over 2447743.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.05641, over 7708.21 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2918, pruned_loss=0.05516, over 2478916.58 frames. utt_duration=397.2 frames, utt_pad_proportion=0.0618, over 25040.24 utterances.], batch size: 122, lr: 3.68e-04
2022-08-26 23:06:52,487 INFO [train.py:927] (4/8) Epoch 10, batch 9850, giga_loss[loss=0.2282, simple_loss=0.3048, pruned_loss=0.07587, over 12411.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.0998, over 257.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2941, pruned_loss=0.05656, over 2477367.81 frames. utt_duration=432.2 frames, utt_pad_proportion=0.05984, over 22990.99 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2925, pruned_loss=0.05735, over 2448028.64 frames. utt_duration=1275 frames, utt_pad_proportion=0.05571, over 7690.91 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2945, pruned_loss=0.05643, over 2478787.64 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06083, over 24970.58 utterances.], batch size: 257, lr: 3.68e-04
2022-08-26 23:08:41,312 INFO [train.py:927] (4/8) Epoch 10, batch 9900, giga_loss[loss=0.2173, simple_loss=0.2954, pruned_loss=0.06961, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02708, over 48.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2924, pruned_loss=0.05613, over 2476839.01 frames. utt_duration=436.2 frames, utt_pad_proportion=0.05921, over 22777.00 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2929, pruned_loss=0.05752, over 2448347.49 frames. utt_duration=1262 frames, utt_pad_proportion=0.05924, over 7769.05 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2923, pruned_loss=0.05584, over 2478331.94 frames. utt_duration=403.8 frames, utt_pad_proportion=0.05911, over 24624.43 utterances.], batch size: 48, lr: 3.68e-04
2022-08-26 23:10:32,117 INFO [train.py:927] (4/8) Epoch 10, batch 9950, giga_loss[loss=0.2598, simple_loss=0.3472, pruned_loss=0.08624, over 12443.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04158, over 26.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.05862, over 2477009.64 frames. utt_duration=434.3 frames, utt_pad_proportion=0.0601, over 22876.25 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05757, over 2448613.92 frames. utt_duration=1261 frames, utt_pad_proportion=0.05869, over 7774.44 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2955, pruned_loss=0.05835, over 2478352.14 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06012, over 24533.71 utterances.], batch size: 26, lr: 3.68e-04
2022-08-26 23:12:12,886 INFO [train.py:927] (4/8) Epoch 10, batch 10000, libri_loss[loss=0.2568, simple_loss=0.337, pruned_loss=0.08836, over 12433.00 frames. utt_duration=419.4 frames, utt_pad_proportion=0.3478, over 119.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.3015, pruned_loss=0.06133, over 2476933.84 frames. utt_duration=456.7 frames, utt_pad_proportion=0.0604, over 21754.61 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.05754, over 2449813.41 frames. utt_duration=1252 frames, utt_pad_proportion=0.06171, over 7835.01 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.3011, pruned_loss=0.06119, over 2477937.24 frames. utt_duration=422.1 frames, utt_pad_proportion=0.05931, over 23552.85 utterances.], batch size: 119, lr: 3.68e-04
2022-08-26 23:13:55,132 INFO [train.py:927] (4/8) Epoch 10, batch 10050, giga_loss[loss=0.1677, simple_loss=0.2521, pruned_loss=0.04167, over 12376.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2983, pruned_loss=0.06107, over 2475202.59 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06198, over 20895.23 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.05706, over 2450151.33 frames. utt_duration=1260 frames, utt_pad_proportion=0.06007, over 7784.71 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2992, pruned_loss=0.06153, over 2476630.77 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06145, over 22867.79 utterances.], batch size: 58, lr: 3.68e-04
2022-08-26 23:15:37,183 INFO [train.py:927] (4/8) Epoch 10, batch 10100, giga_loss[loss=0.198, simple_loss=0.2705, pruned_loss=0.06274, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2924, pruned_loss=0.05926, over 2475488.09 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06206, over 20421.69 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05702, over 2450436.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.0589, over 7761.38 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2934, pruned_loss=0.05973, over 2476886.83 frames. utt_duration=445.8 frames, utt_pad_proportion=0.06197, over 22289.62 utterances.], batch size: 257, lr: 3.68e-04
2022-08-26 23:17:19,902 INFO [train.py:927] (4/8) Epoch 10, batch 10150, giga_loss[loss=0.1678, simple_loss=0.2443, pruned_loss=0.04564, over 12412.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.03716, over 31.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2849, pruned_loss=0.05678, over 2475057.43 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06212, over 19946.07 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05701, over 2450996.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05783, over 7745.49 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2857, pruned_loss=0.05722, over 2476338.59 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0624, over 21777.07 utterances.], batch size: 31, lr: 3.68e-04
2022-08-26 23:19:03,626 INFO [train.py:927] (4/8) Epoch 10, batch 10200, giga_loss[loss=0.1774, simple_loss=0.2428, pruned_loss=0.05599, over 12371.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1853, over 361.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2797, pruned_loss=0.05499, over 2475089.31 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06226, over 19341.72 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.05708, over 2451478.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05704, over 7754.41 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2798, pruned_loss=0.05524, over 2476611.22 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06276, over 21254.05 utterances.], batch size: 361, lr: 3.68e-04
2022-08-26 23:20:46,058 INFO [train.py:927] (4/8) Epoch 10, batch 10250, giga_loss[loss=0.1705, simple_loss=0.2348, pruned_loss=0.05312, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03621, over 40.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2751, pruned_loss=0.05371, over 2474525.64 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06458, over 19304.15 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05701, over 2452033.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05668, over 7756.22 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2749, pruned_loss=0.05388, over 2475846.13 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06499, over 21163.81 utterances.], batch size: 40, lr: 3.68e-04
2022-08-26 23:22:29,104 INFO [train.py:927] (4/8) Epoch 10, batch 10300, giga_loss[loss=0.1575, simple_loss=0.234, pruned_loss=0.04052, over 12147.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.045, over 28.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2703, pruned_loss=0.05216, over 2474327.15 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06849, over 19959.00 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.0571, over 2452367.71 frames. utt_duration=1266 frames, utt_pad_proportion=0.05627, over 7758.66 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2698, pruned_loss=0.05218, over 2475273.57 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0687, over 21524.21 utterances.], batch size: 28, lr: 3.68e-04
2022-08-26 23:24:12,752 INFO [train.py:927] (4/8) Epoch 10, batch 10350, libri_loss[loss=0.1725, simple_loss=0.2539, pruned_loss=0.04551, over 12415.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005463, over 31.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2655, pruned_loss=0.05004, over 2473744.97 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06588, over 19333.20 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05714, over 2452811.43 frames. utt_duration=1271 frames, utt_pad_proportion=0.05523, over 7730.91 utterances.], giga_tot_loss[loss=0.1823, simple_loss=0.2647, pruned_loss=0.04991, over 2474592.99 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06666, over 20874.81 utterances.], batch size: 31, lr: 3.68e-04
2022-08-26 23:25:58,158 INFO [train.py:927] (4/8) Epoch 10, batch 10400, giga_loss[loss=0.1453, simple_loss=0.2317, pruned_loss=0.02942, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03313, over 58.00 utterances.], tot_loss[loss=0.1778, simple_loss=0.26, pruned_loss=0.04778, over 2474360.48 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07132, over 18979.33 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05709, over 2453455.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05966, over 7820.01 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2589, pruned_loss=0.04756, over 2474828.79 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07012, over 20329.76 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 23:27:41,314 INFO [train.py:927] (4/8) Epoch 10, batch 10450, giga_loss[loss=0.2847, simple_loss=0.35, pruned_loss=0.1097, over 12422.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2637, pruned_loss=0.05007, over 2474271.96 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07491, over 19967.55 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2919, pruned_loss=0.05697, over 2453710.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05861, over 7783.80 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2623, pruned_loss=0.04982, over 2474891.10 frames. utt_duration=465 frames, utt_pad_proportion=0.07427, over 21355.68 utterances.], batch size: 183, lr: 3.67e-04
2022-08-26 23:29:22,144 INFO [train.py:927] (4/8) Epoch 10, batch 10500, giga_loss[loss=0.2392, simple_loss=0.3317, pruned_loss=0.07338, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02649, over 70.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2762, pruned_loss=0.05561, over 2474432.01 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07248, over 19784.41 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2925, pruned_loss=0.05697, over 2453715.83 frames. utt_duration=1262 frames, utt_pad_proportion=0.05844, over 7787.90 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2745, pruned_loss=0.05539, over 2475109.81 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07221, over 20982.99 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 23:31:04,750 INFO [train.py:927] (4/8) Epoch 10, batch 10550, giga_loss[loss=0.1944, simple_loss=0.273, pruned_loss=0.05793, over 12286.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02603, over 42.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2823, pruned_loss=0.05781, over 2474128.54 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07395, over 19474.57 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2922, pruned_loss=0.05686, over 2453971.10 frames. utt_duration=1263 frames, utt_pad_proportion=0.05777, over 7782.18 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.281, pruned_loss=0.05774, over 2474798.09 frames. utt_duration=481 frames, utt_pad_proportion=0.074, over 20645.04 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 23:32:46,539 INFO [train.py:927] (4/8) Epoch 10, batch 10600, libri_loss[loss=0.1472, simple_loss=0.2401, pruned_loss=0.02708, over 12170.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.009776, over 30.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2851, pruned_loss=0.05859, over 2473613.47 frames. utt_duration=518.4 frames, utt_pad_proportion=0.07354, over 19140.97 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2915, pruned_loss=0.05649, over 2454251.58 frames. utt_duration=1269 frames, utt_pad_proportion=0.05631, over 7742.29 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2844, pruned_loss=0.0589, over 2474521.99 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07425, over 20479.82 utterances.], batch size: 30, lr: 3.67e-04
2022-08-26 23:34:30,726 INFO [train.py:927] (4/8) Epoch 10, batch 10650, giga_loss[loss=0.2262, simple_loss=0.3044, pruned_loss=0.07399, over 12378.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.03174, over 51.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2898, pruned_loss=0.06169, over 2472721.39 frames. utt_duration=526.3 frames, utt_pad_proportion=0.07433, over 18847.69 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2914, pruned_loss=0.05645, over 2454586.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05574, over 7737.17 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2893, pruned_loss=0.06203, over 2473384.70 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07513, over 20062.81 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 23:36:15,700 INFO [train.py:927] (4/8) Epoch 10, batch 10700, giga_loss[loss=0.2253, simple_loss=0.3267, pruned_loss=0.06193, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03183, over 80.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2956, pruned_loss=0.06396, over 2473479.59 frames. utt_duration=528.3 frames, utt_pad_proportion=0.07126, over 18779.70 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2915, pruned_loss=0.05658, over 2454967.75 frames. utt_duration=1270 frames, utt_pad_proportion=0.05523, over 7743.10 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2951, pruned_loss=0.06419, over 2473910.98 frames. utt_duration=499 frames, utt_pad_proportion=0.07234, over 19891.09 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 23:38:05,092 INFO [train.py:927] (4/8) Epoch 10, batch 10750, giga_loss[loss=0.2216, simple_loss=0.3042, pruned_loss=0.06949, over 12258.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.03015, over 42.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2991, pruned_loss=0.06478, over 2472898.73 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06944, over 18411.60 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2915, pruned_loss=0.05655, over 2454869.48 frames. utt_duration=1272 frames, utt_pad_proportion=0.05459, over 7730.05 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2988, pruned_loss=0.06508, over 2473546.17 frames. utt_duration=510.3 frames, utt_pad_proportion=0.07071, over 19444.19 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 23:39:48,717 INFO [train.py:927] (4/8) Epoch 10, batch 10800, giga_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05781, over 12424.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3009, pruned_loss=0.06474, over 2472800.43 frames. utt_duration=539 frames, utt_pad_proportion=0.0727, over 18401.36 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2923, pruned_loss=0.05686, over 2455159.62 frames. utt_duration=1274 frames, utt_pad_proportion=0.05296, over 7718.02 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3003, pruned_loss=0.065, over 2473720.40 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07442, over 19647.37 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 23:41:32,297 INFO [train.py:927] (4/8) Epoch 10, batch 10850, giga_loss[loss=0.215, simple_loss=0.2992, pruned_loss=0.06542, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03665, over 105.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3019, pruned_loss=0.06423, over 2471675.88 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06995, over 17456.81 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2927, pruned_loss=0.057, over 2455116.75 frames. utt_duration=1275 frames, utt_pad_proportion=0.05213, over 7714.14 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3012, pruned_loss=0.06458, over 2473064.04 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07215, over 18828.80 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 23:43:16,434 INFO [train.py:927] (4/8) Epoch 10, batch 10900, giga_loss[loss=0.2073, simple_loss=0.29, pruned_loss=0.06231, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03512, over 37.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3025, pruned_loss=0.06541, over 2471653.91 frames. utt_duration=598 frames, utt_pad_proportion=0.06541, over 16575.27 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2927, pruned_loss=0.05693, over 2455347.03 frames. utt_duration=1276 frames, utt_pad_proportion=0.0513, over 7705.90 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3022, pruned_loss=0.06589, over 2472849.91 frames. utt_duration=556 frames, utt_pad_proportion=0.06799, over 17839.13 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 23:45:00,799 INFO [train.py:927] (4/8) Epoch 10, batch 10950, giga_loss[loss=0.2351, simple_loss=0.3047, pruned_loss=0.08272, over 12390.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.03699, over 26.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3026, pruned_loss=0.0668, over 2471487.22 frames. utt_duration=607.5 frames, utt_pad_proportion=0.06494, over 16314.65 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2924, pruned_loss=0.05677, over 2455650.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.05031, over 7685.44 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3028, pruned_loss=0.06752, over 2472540.16 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06753, over 17533.07 utterances.], batch size: 26, lr: 3.67e-04
2022-08-26 23:46:45,353 INFO [train.py:927] (4/8) Epoch 10, batch 11000, giga_loss[loss=0.2011, simple_loss=0.2863, pruned_loss=0.05795, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 104.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3007, pruned_loss=0.06636, over 2472371.25 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06043, over 16327.71 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2922, pruned_loss=0.05669, over 2456345.50 frames. utt_duration=1284 frames, utt_pad_proportion=0.04935, over 7663.46 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3013, pruned_loss=0.06725, over 2472943.37 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06329, over 17515.40 utterances.], batch size: 104, lr: 3.67e-04
2022-08-26 23:48:30,118 INFO [train.py:927] (4/8) Epoch 10, batch 11050, giga_loss[loss=0.1961, simple_loss=0.2791, pruned_loss=0.05656, over 12363.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02902, over 70.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2992, pruned_loss=0.06538, over 2472549.37 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06517, over 17001.66 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.292, pruned_loss=0.05657, over 2456461.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.04889, over 7652.56 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2999, pruned_loss=0.0663, over 2473120.16 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06731, over 18070.22 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 23:50:13,846 INFO [train.py:927] (4/8) Epoch 10, batch 11100, libri_loss[loss=0.1843, simple_loss=0.2728, pruned_loss=0.04793, over 12264.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.00754, over 32.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.296, pruned_loss=0.0644, over 2473136.90 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06471, over 17538.30 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2925, pruned_loss=0.05686, over 2457085.87 frames. utt_duration=1276 frames, utt_pad_proportion=0.05198, over 7712.82 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2962, pruned_loss=0.06509, over 2473480.80 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06542, over 18618.39 utterances.], batch size: 32, lr: 3.67e-04
2022-08-26 23:52:00,377 INFO [train.py:927] (4/8) Epoch 10, batch 11150, libri_loss[loss=0.1626, simple_loss=0.242, pruned_loss=0.04164, over 12279.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01105, over 28.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2922, pruned_loss=0.06341, over 2473512.69 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06882, over 18341.79 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2924, pruned_loss=0.05692, over 2457413.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05584, over 7776.32 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2925, pruned_loss=0.06406, over 2473871.80 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06782, over 19379.44 utterances.], batch size: 28, lr: 3.67e-04
2022-08-26 23:53:46,678 INFO [train.py:927] (4/8) Epoch 10, batch 11200, giga_loss[loss=0.1906, simple_loss=0.2751, pruned_loss=0.05307, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03113, over 45.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2917, pruned_loss=0.0631, over 2473434.27 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06997, over 18464.08 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05702, over 2457796.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05487, over 7763.98 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2919, pruned_loss=0.06368, over 2473729.31 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06961, over 19552.20 utterances.], batch size: 45, lr: 3.67e-04
2022-08-26 23:55:29,540 INFO [train.py:927] (4/8) Epoch 10, batch 11250, giga_loss[loss=0.183, simple_loss=0.2645, pruned_loss=0.05076, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02727, over 45.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2892, pruned_loss=0.06199, over 2473324.68 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06419, over 17293.63 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2925, pruned_loss=0.05697, over 2457949.73 frames. utt_duration=1268 frames, utt_pad_proportion=0.05464, over 7764.16 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2893, pruned_loss=0.06252, over 2473480.79 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06427, over 18192.31 utterances.], batch size: 45, lr: 3.67e-04
2022-08-26 23:57:14,027 INFO [train.py:927] (4/8) Epoch 10, batch 11300, giga_loss[loss=0.1826, simple_loss=0.2648, pruned_loss=0.05025, over 12393.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.02921, over 62.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2871, pruned_loss=0.06114, over 2472912.80 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06104, over 16746.72 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2936, pruned_loss=0.05741, over 2458124.07 frames. utt_duration=1257 frames, utt_pad_proportion=0.05793, over 7831.17 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2861, pruned_loss=0.06123, over 2473155.15 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05997, over 17568.51 utterances.], batch size: 62, lr: 3.67e-04
2022-08-26 23:58:56,306 INFO [train.py:927] (4/8) Epoch 10, batch 11350, giga_loss[loss=0.1706, simple_loss=0.2575, pruned_loss=0.04187, over 12383.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02581, over 66.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2829, pruned_loss=0.05889, over 2472958.06 frames. utt_duration=613 frames, utt_pad_proportion=0.05656, over 16175.87 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.0574, over 2458205.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05727, over 7815.82 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2821, pruned_loss=0.05898, over 2473254.97 frames. utt_duration=585 frames, utt_pad_proportion=0.05615, over 16954.78 utterances.], batch size: 66, lr: 3.67e-04
2022-08-27 00:00:37,623 INFO [train.py:927] (4/8) Epoch 10, batch 11400, libri_loss[loss=0.1637, simple_loss=0.2551, pruned_loss=0.03616, over 12220.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00821, over 29.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2796, pruned_loss=0.05798, over 2472237.63 frames. utt_duration=647.8 frames, utt_pad_proportion=0.05214, over 15301.23 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2932, pruned_loss=0.05737, over 2458228.80 frames. utt_duration=1264 frames, utt_pad_proportion=0.05647, over 7786.72 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2789, pruned_loss=0.05812, over 2472730.89 frames. utt_duration=616 frames, utt_pad_proportion=0.05232, over 16096.03 utterances.], batch size: 29, lr: 3.67e-04
2022-08-27 00:02:20,970 INFO [train.py:927] (4/8) Epoch 10, batch 11450, giga_loss[loss=0.1681, simple_loss=0.243, pruned_loss=0.0466, over 12243.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02834, over 39.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2776, pruned_loss=0.05741, over 2471372.64 frames. utt_duration=665.9 frames, utt_pad_proportion=0.05111, over 14878.50 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05753, over 2458439.62 frames. utt_duration=1257 frames, utt_pad_proportion=0.05916, over 7835.51 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2766, pruned_loss=0.05739, over 2471922.76 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05012, over 15669.33 utterances.], batch size: 39, lr: 3.67e-04
2022-08-27 00:04:04,797 INFO [train.py:927] (4/8) Epoch 10, batch 11500, giga_loss[loss=0.1884, simple_loss=0.2621, pruned_loss=0.0573, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03341, over 40.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2796, pruned_loss=0.05891, over 2471759.46 frames. utt_duration=628.2 frames, utt_pad_proportion=0.05586, over 15776.31 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05756, over 2458599.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05892, over 7835.34 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2788, pruned_loss=0.05886, over 2472109.53 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05503, over 16427.17 utterances.], batch size: 40, lr: 3.67e-04
2022-08-27 00:05:51,027 INFO [train.py:927] (4/8) Epoch 10, batch 11550, giga_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06404, over 12460.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04075, over 26.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2846, pruned_loss=0.06202, over 2472070.04 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06351, over 16563.17 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2933, pruned_loss=0.0576, over 2458798.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.05849, over 7837.99 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2838, pruned_loss=0.06197, over 2472285.86 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06279, over 17144.95 utterances.], batch size: 26, lr: 3.67e-04
2022-08-27 00:07:35,931 INFO [train.py:927] (4/8) Epoch 10, batch 11600, giga_loss[loss=0.2415, simple_loss=0.3289, pruned_loss=0.07711, over 12415.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03059, over 80.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2905, pruned_loss=0.06431, over 2473113.49 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06833, over 17366.12 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05744, over 2459198.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.057, over 7798.31 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2899, pruned_loss=0.06461, over 2473361.43 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06824, over 18163.49 utterances.], batch size: 80, lr: 3.67e-04
2022-08-27 00:09:18,066 INFO [train.py:927] (4/8) Epoch 10, batch 11650, giga_loss[loss=0.2422, simple_loss=0.3285, pruned_loss=0.0779, over 12430.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03981, over 26.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2966, pruned_loss=0.06738, over 2473488.43 frames. utt_duration=528.9 frames, utt_pad_proportion=0.07765, over 18760.09 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05736, over 2459203.83 frames. utt_duration=1268 frames, utt_pad_proportion=0.05596, over 7769.68 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2964, pruned_loss=0.06786, over 2473983.90 frames. utt_duration=505 frames, utt_pad_proportion=0.07771, over 19653.78 utterances.], batch size: 26, lr: 3.67e-04
2022-08-27 00:11:01,635 INFO [train.py:927] (4/8) Epoch 10, batch 11700, libri_loss[loss=0.2106, simple_loss=0.2954, pruned_loss=0.06286, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005899, over 32.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2972, pruned_loss=0.06638, over 2472949.53 frames. utt_duration=523.1 frames, utt_pad_proportion=0.07354, over 18965.10 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05729, over 2459077.47 frames. utt_duration=1272 frames, utt_pad_proportion=0.05551, over 7742.30 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2973, pruned_loss=0.06695, over 2473645.79 frames. utt_duration=500 frames, utt_pad_proportion=0.074, over 19848.25 utterances.], batch size: 32, lr: 3.67e-04
2022-08-27 00:12:44,813 INFO [train.py:927] (4/8) Epoch 10, batch 11750, giga_loss[loss=0.2713, simple_loss=0.3334, pruned_loss=0.1046, over 12389.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06471, over 2472532.92 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06879, over 18271.47 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05731, over 2458906.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.05509, over 7731.89 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2962, pruned_loss=0.06522, over 2473352.50 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06955, over 19067.21 utterances.], batch size: 258, lr: 3.66e-04
2022-08-27 00:14:29,580 INFO [train.py:927] (4/8) Epoch 10, batch 11800, giga_loss[loss=0.3254, simple_loss=0.379, pruned_loss=0.1359, over 12392.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2976, pruned_loss=0.06507, over 2473134.27 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06642, over 17728.09 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05755, over 2459225.35 frames. utt_duration=1277 frames, utt_pad_proportion=0.05381, over 7714.15 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2977, pruned_loss=0.06547, over 2473872.91 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06772, over 18648.28 utterances.], batch size: 258, lr: 3.66e-04
2022-08-27 00:16:14,653 INFO [train.py:927] (4/8) Epoch 10, batch 11850, giga_loss[loss=0.2337, simple_loss=0.3262, pruned_loss=0.0706, over 12412.00 frames. utt_duration=802.3 frames, utt_pad_proportion=0.02865, over 62.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3019, pruned_loss=0.06738, over 2472710.46 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06579, over 17958.81 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2937, pruned_loss=0.05762, over 2459712.33 frames. utt_duration=1278 frames, utt_pad_proportion=0.05337, over 7704.79 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3012, pruned_loss=0.06779, over 2473117.12 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06708, over 18871.59 utterances.], batch size: 62, lr: 3.66e-04
2022-08-27 00:18:01,137 INFO [train.py:927] (4/8) Epoch 10, batch 11900, giga_loss[loss=0.2295, simple_loss=0.3085, pruned_loss=0.07523, over 12446.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03452, over 86.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.06802, over 2472421.30 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06615, over 17628.85 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.293, pruned_loss=0.05735, over 2459703.76 frames. utt_duration=1284 frames, utt_pad_proportion=0.05297, over 7674.36 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3024, pruned_loss=0.06873, over 2472931.51 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06738, over 18513.07 utterances.], batch size: 86, lr: 3.66e-04
2022-08-27 00:19:45,673 INFO [train.py:927] (4/8) Epoch 10, batch 11950, giga_loss[loss=0.1967, simple_loss=0.2859, pruned_loss=0.05378, over 12334.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04442, over 26.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3017, pruned_loss=0.06717, over 2473094.22 frames. utt_duration=604.5 frames, utt_pad_proportion=0.06147, over 16404.00 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05724, over 2459762.36 frames. utt_duration=1287 frames, utt_pad_proportion=0.05237, over 7654.00 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.06801, over 2473675.23 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06303, over 17291.36 utterances.], batch size: 26, lr: 3.66e-04
2022-08-27 00:21:30,650 INFO [train.py:927] (4/8) Epoch 10, batch 12000, giga_loss[loss=0.2425, simple_loss=0.3141, pruned_loss=0.08543, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3028, pruned_loss=0.06758, over 2473602.10 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06104, over 16776.25 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05727, over 2459661.55 frames. utt_duration=1288 frames, utt_pad_proportion=0.05217, over 7648.73 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3033, pruned_loss=0.06825, over 2474206.89 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06237, over 17515.88 utterances.], batch size: 212, lr: 3.66e-04
2022-08-27 00:21:30,651 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 00:21:44,601 INFO [train.py:967] (4/8) 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 00:23:26,866 INFO [train.py:927] (4/8) Epoch 10, batch 12050, giga_loss[loss=0.2002, simple_loss=0.2851, pruned_loss=0.05766, over 12298.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03806, over 51.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3023, pruned_loss=0.06779, over 2473205.86 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06003, over 16373.06 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05713, over 2459726.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.05581, over 7711.58 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.303, pruned_loss=0.06862, over 2473864.47 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05982, over 17059.94 utterances.], batch size: 51, lr: 3.66e-04
2022-08-27 00:25:07,612 INFO [train.py:927] (4/8) Epoch 10, batch 12100, giga_loss[loss=0.2103, simple_loss=0.2967, pruned_loss=0.062, over 12259.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02525, over 54.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.302, pruned_loss=0.06813, over 2472556.36 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06004, over 16165.92 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2929, pruned_loss=0.05716, over 2460079.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.05539, over 7717.98 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3024, pruned_loss=0.06891, over 2472924.82 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06008, over 16825.35 utterances.], batch size: 54, lr: 3.66e-04
2022-08-27 00:26:48,741 INFO [train.py:927] (4/8) Epoch 10, batch 12150, giga_loss[loss=0.1961, simple_loss=0.2877, pruned_loss=0.05227, over 12449.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03507, over 123.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3032, pruned_loss=0.0687, over 2472935.94 frames. utt_duration=616 frames, utt_pad_proportion=0.05709, over 16097.43 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.05723, over 2460007.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.05483, over 7708.29 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3032, pruned_loss=0.06938, over 2473476.99 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05748, over 16735.89 utterances.], batch size: 123, lr: 3.66e-04
2022-08-27 00:28:31,571 INFO [train.py:927] (4/8) Epoch 10, batch 12200, giga_loss[loss=0.2385, simple_loss=0.3115, pruned_loss=0.08269, over 12400.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02564, over 48.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3032, pruned_loss=0.06853, over 2472623.75 frames. utt_duration=626.2 frames, utt_pad_proportion=0.0568, over 15832.79 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.293, pruned_loss=0.05707, over 2459970.26 frames. utt_duration=1280 frames, utt_pad_proportion=0.05424, over 7694.71 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3037, pruned_loss=0.06936, over 2473250.00 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05737, over 16454.70 utterances.], batch size: 48, lr: 3.66e-04
2022-08-27 00:30:10,907 INFO [train.py:927] (4/8) Epoch 10, batch 12250, giga_loss[loss=0.2125, simple_loss=0.2965, pruned_loss=0.06428, over 12463.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03483, over 86.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3023, pruned_loss=0.06831, over 2472828.42 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06199, over 16568.77 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.05713, over 2460269.19 frames. utt_duration=1272 frames, utt_pad_proportion=0.05702, over 7747.32 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3028, pruned_loss=0.06922, over 2473394.19 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06134, over 17245.77 utterances.], batch size: 86, lr: 3.66e-04
2022-08-27 00:31:52,886 INFO [train.py:927] (4/8) Epoch 10, batch 12300, giga_loss[loss=0.2199, simple_loss=0.2974, pruned_loss=0.07123, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02927, over 45.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3, pruned_loss=0.06747, over 2472480.38 frames. utt_duration=619.8 frames, utt_pad_proportion=0.05823, over 15996.79 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2929, pruned_loss=0.05706, over 2460268.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.0564, over 7727.23 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3007, pruned_loss=0.06838, over 2473095.73 frames. utt_duration=595.4 frames, utt_pad_proportion=0.0581, over 16657.59 utterances.], batch size: 45, lr: 3.66e-04
2022-08-27 00:33:33,462 INFO [train.py:927] (4/8) Epoch 10, batch 12350, giga_loss[loss=0.2335, simple_loss=0.3073, pruned_loss=0.07986, over 12387.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04294, over 37.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2971, pruned_loss=0.06586, over 2471554.35 frames. utt_duration=629.4 frames, utt_pad_proportion=0.06157, over 15745.13 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.05715, over 2460943.95 frames. utt_duration=1274 frames, utt_pad_proportion=0.05519, over 7733.75 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2976, pruned_loss=0.06687, over 2471860.95 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06194, over 16571.46 utterances.], batch size: 37, lr: 3.66e-04
2022-08-27 00:35:13,497 INFO [train.py:927] (4/8) Epoch 10, batch 12400, giga_loss[loss=0.1869, simple_loss=0.268, pruned_loss=0.05292, over 12313.00 frames. utt_duration=913.5 frames, utt_pad_proportion=0.02402, over 54.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2934, pruned_loss=0.06435, over 2471660.42 frames. utt_duration=615.8 frames, utt_pad_proportion=0.06164, over 16095.56 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.05714, over 2461036.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.05557, over 7752.28 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2939, pruned_loss=0.06522, over 2471908.79 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06182, over 16794.29 utterances.], batch size: 54, lr: 3.66e-04
2022-08-27 00:37:01,834 INFO [train.py:927] (4/8) Epoch 10, batch 12450, giga_loss[loss=0.2178, simple_loss=0.2992, pruned_loss=0.06826, over 12373.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03972, over 145.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2908, pruned_loss=0.06337, over 2472692.33 frames. utt_duration=598.3 frames, utt_pad_proportion=0.06187, over 16572.23 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2935, pruned_loss=0.05739, over 2461428.34 frames. utt_duration=1269 frames, utt_pad_proportion=0.05509, over 7766.89 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2908, pruned_loss=0.06392, over 2472677.63 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06226, over 17238.43 utterances.], batch size: 145, lr: 3.66e-04
2022-08-27 00:38:46,271 INFO [train.py:927] (4/8) Epoch 10, batch 12500, giga_loss[loss=0.225, simple_loss=0.3221, pruned_loss=0.06393, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03478, over 123.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2927, pruned_loss=0.06462, over 2472514.60 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06543, over 17262.25 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2941, pruned_loss=0.05792, over 2461535.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.05481, over 7762.51 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2921, pruned_loss=0.0647, over 2472558.59 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06576, over 17909.96 utterances.], batch size: 123, lr: 3.66e-04
2022-08-27 00:40:28,589 INFO [train.py:927] (4/8) Epoch 10, batch 12550, giga_loss[loss=0.197, simple_loss=0.286, pruned_loss=0.05399, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03387, over 40.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2937, pruned_loss=0.06371, over 2473242.67 frames. utt_duration=563.8 frames, utt_pad_proportion=0.0633, over 17594.58 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2942, pruned_loss=0.0579, over 2461569.60 frames. utt_duration=1271 frames, utt_pad_proportion=0.0546, over 7756.69 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2931, pruned_loss=0.06382, over 2473296.52 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06372, over 18152.26 utterances.], batch size: 40, lr: 3.66e-04
2022-08-27 00:42:08,195 INFO [train.py:927] (4/8) Epoch 10, batch 12600, giga_loss[loss=0.2033, simple_loss=0.2866, pruned_loss=0.06004, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0266, over 91.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.294, pruned_loss=0.06313, over 2473703.29 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06364, over 18262.43 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2945, pruned_loss=0.05788, over 2461629.94 frames. utt_duration=1268 frames, utt_pad_proportion=0.05494, over 7774.27 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2933, pruned_loss=0.0633, over 2473845.59 frames. utt_duration=527.3 frames, utt_pad_proportion=0.0639, over 18817.80 utterances.], batch size: 91, lr: 3.66e-04
2022-08-27 00:43:47,147 INFO [train.py:927] (4/8) Epoch 10, batch 12650, libri_loss[loss=0.2708, simple_loss=0.3546, pruned_loss=0.09352, over 12363.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02654, over 43.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2952, pruned_loss=0.06318, over 2472622.52 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06688, over 18570.16 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.296, pruned_loss=0.05816, over 2461356.51 frames. utt_duration=1268 frames, utt_pad_proportion=0.05405, over 7772.10 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2934, pruned_loss=0.0632, over 2473302.97 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0674, over 19309.14 utterances.], batch size: 43, lr: 3.66e-04
2022-08-27 00:45:26,624 INFO [train.py:927] (4/8) Epoch 10, batch 12700, giga_loss[loss=0.1865, simple_loss=0.2784, pruned_loss=0.04728, over 12349.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02877, over 66.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.06372, over 2473151.09 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06686, over 18298.20 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.296, pruned_loss=0.0585, over 2461613.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05786, over 7845.06 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2943, pruned_loss=0.06358, over 2473822.69 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06615, over 19171.10 utterances.], batch size: 66, lr: 3.66e-04
2022-08-27 00:47:10,767 INFO [train.py:927] (4/8) Epoch 10, batch 12750, giga_loss[loss=0.2148, simple_loss=0.3022, pruned_loss=0.06374, over 12421.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03328, over 75.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2977, pruned_loss=0.06453, over 2472787.63 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06524, over 17951.74 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2957, pruned_loss=0.05864, over 2461355.67 frames. utt_duration=1252 frames, utt_pad_proportion=0.06111, over 7872.91 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06449, over 2473949.65 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06366, over 18998.25 utterances.], batch size: 75, lr: 3.66e-04
2022-08-27 00:48:51,616 INFO [train.py:927] (4/8) Epoch 10, batch 12800, giga_loss[loss=0.2344, simple_loss=0.3122, pruned_loss=0.07832, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03642, over 105.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2984, pruned_loss=0.06495, over 2472630.56 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06046, over 17303.82 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2953, pruned_loss=0.05856, over 2461775.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.05958, over 7842.57 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2981, pruned_loss=0.06519, over 2473594.38 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06003, over 18520.03 utterances.], batch size: 105, lr: 3.66e-04
2022-08-27 00:50:30,945 INFO [train.py:927] (4/8) Epoch 10, batch 12850, libri_loss[loss=0.2466, simple_loss=0.3252, pruned_loss=0.08399, over 12379.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008599, over 38.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2985, pruned_loss=0.06544, over 2472326.85 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06306, over 17465.07 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05882, over 2462138.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05812, over 7815.45 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2982, pruned_loss=0.0656, over 2473107.68 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06309, over 18761.83 utterances.], batch size: 38, lr: 3.66e-04
2022-08-27 00:52:11,000 INFO [train.py:927] (4/8) Epoch 10, batch 12900, giga_loss[loss=0.2116, simple_loss=0.2964, pruned_loss=0.06342, over 12338.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2972, pruned_loss=0.0652, over 2472765.53 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06441, over 17435.98 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2961, pruned_loss=0.05924, over 2462372.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.06239, over 7913.59 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2964, pruned_loss=0.06506, over 2473354.24 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06274, over 18551.88 utterances.], batch size: 62, lr: 3.66e-04
2022-08-27 00:53:47,929 INFO [train.py:927] (4/8) Epoch 10, batch 12950, giga_loss[loss=0.2121, simple_loss=0.3113, pruned_loss=0.05643, over 12432.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2966, pruned_loss=0.06448, over 2472842.55 frames. utt_duration=555 frames, utt_pad_proportion=0.06074, over 17869.26 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.296, pruned_loss=0.05917, over 2462333.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06172, over 7892.01 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2961, pruned_loss=0.0645, over 2473476.68 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05989, over 18894.13 utterances.], batch size: 146, lr: 3.66e-04
2022-08-27 00:55:26,078 INFO [train.py:927] (4/8) Epoch 10, batch 13000, giga_loss[loss=0.2131, simple_loss=0.2998, pruned_loss=0.06314, over 12323.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.0348, over 58.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.297, pruned_loss=0.0638, over 2472764.04 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05928, over 17703.70 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2957, pruned_loss=0.05914, over 2461807.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.06021, over 7837.60 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2969, pruned_loss=0.06401, over 2474069.91 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05922, over 18886.91 utterances.], batch size: 58, lr: 3.66e-04
2022-08-27 00:57:02,967 INFO [train.py:927] (4/8) Epoch 10, batch 13050, giga_loss[loss=0.2495, simple_loss=0.3168, pruned_loss=0.09103, over 12360.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2957, pruned_loss=0.06359, over 2472975.74 frames. utt_duration=555.8 frames, utt_pad_proportion=0.0587, over 17846.83 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2957, pruned_loss=0.05925, over 2462042.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.059, over 7819.83 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2956, pruned_loss=0.06376, over 2474080.36 frames. utt_duration=521.6 frames, utt_pad_proportion=0.05912, over 19026.97 utterances.], batch size: 257, lr: 3.66e-04
2022-08-27 00:58:41,245 INFO [train.py:927] (4/8) Epoch 10, batch 13100, giga_loss[loss=0.1892, simple_loss=0.2689, pruned_loss=0.05478, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02301, over 45.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2946, pruned_loss=0.06421, over 2473045.36 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05563, over 17571.83 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2952, pruned_loss=0.05933, over 2461977.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.058, over 7791.16 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2949, pruned_loss=0.06443, over 2474389.87 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05652, over 18914.19 utterances.], batch size: 45, lr: 3.65e-04
2022-08-27 01:00:20,794 INFO [train.py:927] (4/8) Epoch 10, batch 13150, giga_loss[loss=0.1912, simple_loss=0.276, pruned_loss=0.05319, over 12383.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2943, pruned_loss=0.06486, over 2473874.67 frames. utt_duration=542.4 frames, utt_pad_proportion=0.0584, over 18294.20 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05958, over 2462017.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05678, over 7766.70 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06497, over 2475233.25 frames. utt_duration=505.1 frames, utt_pad_proportion=0.05934, over 19660.30 utterances.], batch size: 66, lr: 3.65e-04
2022-08-27 01:01:59,543 INFO [train.py:927] (4/8) Epoch 10, batch 13200, giga_loss[loss=0.1832, simple_loss=0.2734, pruned_loss=0.04656, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.29, pruned_loss=0.06289, over 2474480.87 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05831, over 18468.44 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2952, pruned_loss=0.05965, over 2462171.59 frames. utt_duration=1270 frames, utt_pad_proportion=0.05655, over 7762.87 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2902, pruned_loss=0.06293, over 2475464.07 frames. utt_duration=507.1 frames, utt_pad_proportion=0.05913, over 19583.06 utterances.], batch size: 97, lr: 3.65e-04
2022-08-27 01:03:39,720 INFO [train.py:927] (4/8) Epoch 10, batch 13250, giga_loss[loss=0.1934, simple_loss=0.2771, pruned_loss=0.05478, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04845, over 34.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.288, pruned_loss=0.0621, over 2474027.78 frames. utt_duration=556.2 frames, utt_pad_proportion=0.0592, over 17840.61 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05985, over 2462072.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05986, over 7821.07 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2878, pruned_loss=0.06205, over 2475382.58 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05871, over 19079.94 utterances.], batch size: 34, lr: 3.65e-04
2022-08-27 01:05:20,155 INFO [train.py:927] (4/8) Epoch 10, batch 13300, giga_loss[loss=0.2177, simple_loss=0.3022, pruned_loss=0.06661, over 12405.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02554, over 66.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2895, pruned_loss=0.06259, over 2473721.74 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06153, over 17722.39 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2954, pruned_loss=0.06036, over 2461907.56 frames. utt_duration=1255 frames, utt_pad_proportion=0.06229, over 7855.18 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2891, pruned_loss=0.06219, over 2475392.73 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06018, over 19052.00 utterances.], batch size: 66, lr: 3.65e-04
2022-08-27 01:07:01,523 INFO [train.py:927] (4/8) Epoch 10, batch 13350, giga_loss[loss=0.2256, simple_loss=0.3087, pruned_loss=0.07128, over 12423.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03711, over 105.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2915, pruned_loss=0.06311, over 2474430.19 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06107, over 17452.57 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2952, pruned_loss=0.06043, over 2461986.41 frames. utt_duration=1257 frames, utt_pad_proportion=0.06139, over 7841.13 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2913, pruned_loss=0.06277, over 2475924.75 frames. utt_duration=531.4 frames, utt_pad_proportion=0.0603, over 18688.14 utterances.], batch size: 105, lr: 3.65e-04
2022-08-27 01:08:42,850 INFO [train.py:927] (4/8) Epoch 10, batch 13400, giga_loss[loss=0.2792, simple_loss=0.3496, pruned_loss=0.1043, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2943, pruned_loss=0.06475, over 2473995.31 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06034, over 17161.38 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2954, pruned_loss=0.0609, over 2462598.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.05982, over 7811.14 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2938, pruned_loss=0.06416, over 2475014.02 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06033, over 18472.65 utterances.], batch size: 183, lr: 3.65e-04
2022-08-27 01:10:29,970 INFO [train.py:927] (4/8) Epoch 10, batch 13450, giga_loss[loss=0.2559, simple_loss=0.3316, pruned_loss=0.0901, over 12385.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.0329, over 80.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2996, pruned_loss=0.06893, over 2474408.30 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06591, over 17634.71 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2956, pruned_loss=0.06132, over 2462829.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.0597, over 7812.70 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2991, pruned_loss=0.0682, over 2475275.52 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06562, over 18889.00 utterances.], batch size: 80, lr: 3.65e-04
2022-08-27 01:12:12,466 INFO [train.py:927] (4/8) Epoch 10, batch 13500, libri_loss[loss=0.245, simple_loss=0.3283, pruned_loss=0.08083, over 12142.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006417, over 35.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3069, pruned_loss=0.07389, over 2474187.51 frames. utt_duration=523.9 frames, utt_pad_proportion=0.0689, over 18943.03 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2958, pruned_loss=0.06142, over 2462657.15 frames. utt_duration=1263 frames, utt_pad_proportion=0.05946, over 7808.64 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3064, pruned_loss=0.07328, over 2475095.96 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06865, over 19984.18 utterances.], batch size: 35, lr: 3.65e-04
2022-08-27 01:13:57,993 INFO [train.py:927] (4/8) Epoch 10, batch 13550, giga_loss[loss=0.3802, simple_loss=0.4064, pruned_loss=0.177, over 12369.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1123, over 260.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07959, over 2474668.85 frames. utt_duration=512 frames, utt_pad_proportion=0.06715, over 19387.70 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06143, over 2462923.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05876, over 7794.58 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3145, pruned_loss=0.07929, over 2475313.34 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06731, over 20367.96 utterances.], batch size: 260, lr: 3.65e-04
2022-08-27 01:15:40,745 INFO [train.py:927] (4/8) Epoch 10, batch 13600, giga_loss[loss=0.3598, simple_loss=0.3908, pruned_loss=0.1644, over 12364.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2201, over 377.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3197, pruned_loss=0.08413, over 2474785.99 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07535, over 20738.48 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2956, pruned_loss=0.06155, over 2462937.64 frames. utt_duration=1266 frames, utt_pad_proportion=0.05818, over 7788.77 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3198, pruned_loss=0.08402, over 2475417.53 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07532, over 21660.01 utterances.], batch size: 377, lr: 3.65e-04
2022-08-27 01:17:24,963 INFO [train.py:927] (4/8) Epoch 10, batch 13650, giga_loss[loss=0.2938, simple_loss=0.3677, pruned_loss=0.1099, over 12381.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.325, pruned_loss=0.08958, over 2473710.95 frames. utt_duration=450 frames, utt_pad_proportion=0.08872, over 22062.61 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2958, pruned_loss=0.06196, over 2463017.68 frames. utt_duration=1267 frames, utt_pad_proportion=0.05734, over 7787.82 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3259, pruned_loss=0.09001, over 2474528.28 frames. utt_duration=426.3 frames, utt_pad_proportion=0.08864, over 23301.77 utterances.], batch size: 91, lr: 3.65e-04
2022-08-27 01:19:10,852 INFO [train.py:927] (4/8) Epoch 10, batch 13700, giga_loss[loss=0.2493, simple_loss=0.3218, pruned_loss=0.08842, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03373, over 39.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3281, pruned_loss=0.09285, over 2473315.44 frames. utt_duration=434.2 frames, utt_pad_proportion=0.09303, over 22860.78 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2961, pruned_loss=0.06235, over 2463088.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.06064, over 7844.48 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3296, pruned_loss=0.09379, over 2474238.45 frames. utt_duration=409.1 frames, utt_pad_proportion=0.09217, over 24278.12 utterances.], batch size: 39, lr: 3.65e-04
2022-08-27 01:20:58,178 INFO [train.py:927] (4/8) Epoch 10, batch 13750, giga_loss[loss=0.2502, simple_loss=0.3291, pruned_loss=0.08566, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04075, over 113.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3298, pruned_loss=0.09496, over 2473731.72 frames. utt_duration=425.9 frames, utt_pad_proportion=0.09196, over 23314.26 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2965, pruned_loss=0.06286, over 2463144.82 frames. utt_duration=1253 frames, utt_pad_proportion=0.06085, over 7875.24 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3312, pruned_loss=0.09583, over 2474617.97 frames. utt_duration=402.1 frames, utt_pad_proportion=0.09151, over 24705.44 utterances.], batch size: 113, lr: 3.65e-04
2022-08-27 01:22:43,493 INFO [train.py:927] (4/8) Epoch 10, batch 13800, libri_loss[loss=0.2295, simple_loss=0.3094, pruned_loss=0.07477, over 12395.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008925, over 38.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3316, pruned_loss=0.09569, over 2474294.29 frames. utt_duration=424 frames, utt_pad_proportion=0.09164, over 23422.18 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2968, pruned_loss=0.06335, over 2463706.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.06381, over 7929.21 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3336, pruned_loss=0.09699, over 2474830.35 frames. utt_duration=397.5 frames, utt_pad_proportion=0.09074, over 24994.62 utterances.], batch size: 38, lr: 3.65e-04
2022-08-27 01:24:26,217 INFO [train.py:927] (4/8) Epoch 10, batch 13850, giga_loss[loss=0.2685, simple_loss=0.3312, pruned_loss=0.1029, over 12414.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07334, over 213.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3308, pruned_loss=0.09399, over 2474653.68 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08941, over 23442.61 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2968, pruned_loss=0.06354, over 2463952.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.06281, over 7917.26 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3331, pruned_loss=0.09554, over 2475111.06 frames. utt_duration=396.8 frames, utt_pad_proportion=0.08927, over 25044.84 utterances.], batch size: 213, lr: 3.65e-04
2022-08-27 01:26:09,808 INFO [train.py:927] (4/8) Epoch 10, batch 13900, giga_loss[loss=0.197, simple_loss=0.2889, pruned_loss=0.05262, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04491, over 34.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3285, pruned_loss=0.09101, over 2474508.30 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08614, over 22757.15 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2967, pruned_loss=0.06356, over 2464273.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.06092, over 7872.18 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3318, pruned_loss=0.09332, over 2475002.73 frames. utt_duration=402.8 frames, utt_pad_proportion=0.08702, over 24667.02 utterances.], batch size: 34, lr: 3.65e-04
2022-08-27 01:27:55,581 INFO [train.py:927] (4/8) Epoch 10, batch 13950, giga_loss[loss=0.2699, simple_loss=0.3307, pruned_loss=0.1046, over 12385.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3247, pruned_loss=0.08775, over 2474966.63 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08119, over 22481.81 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2965, pruned_loss=0.06368, over 2464398.31 frames. utt_duration=1259 frames, utt_pad_proportion=0.05955, over 7836.41 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3283, pruned_loss=0.09018, over 2475538.75 frames. utt_duration=406.6 frames, utt_pad_proportion=0.08281, over 24442.89 utterances.], batch size: 257, lr: 3.65e-04
2022-08-27 01:29:35,742 INFO [train.py:927] (4/8) Epoch 10, batch 14000, giga_loss[loss=0.3211, simple_loss=0.3673, pruned_loss=0.1374, over 12396.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09596, over 256.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3235, pruned_loss=0.08712, over 2474827.93 frames. utt_duration=455 frames, utt_pad_proportion=0.07603, over 21827.08 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2965, pruned_loss=0.06398, over 2464521.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.05819, over 7805.74 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.327, pruned_loss=0.08942, over 2475441.01 frames. utt_duration=417.3 frames, utt_pad_proportion=0.0783, over 23809.44 utterances.], batch size: 256, lr: 3.65e-04
2022-08-27 01:31:31,088 INFO [train.py:927] (4/8) Epoch 10, batch 14050, giga_loss[loss=0.2768, simple_loss=0.3527, pruned_loss=0.1004, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03301, over 80.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.322, pruned_loss=0.08534, over 2474486.16 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07756, over 21796.51 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2971, pruned_loss=0.06432, over 2464589.48 frames. utt_duration=1253 frames, utt_pad_proportion=0.06144, over 7878.31 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3245, pruned_loss=0.08706, over 2475004.76 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07843, over 23418.17 utterances.], batch size: 80, lr: 3.65e-04
2022-08-27 01:33:17,826 INFO [train.py:927] (4/8) Epoch 10, batch 14100, giga_loss[loss=0.2615, simple_loss=0.3226, pruned_loss=0.1002, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03872, over 37.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3231, pruned_loss=0.08435, over 2474661.98 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08287, over 22004.43 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2971, pruned_loss=0.06454, over 2464666.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.06036, over 7839.73 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3256, pruned_loss=0.08599, over 2475217.84 frames. utt_duration=420 frames, utt_pad_proportion=0.08372, over 23655.96 utterances.], batch size: 37, lr: 3.65e-04
2022-08-27 01:35:01,961 INFO [train.py:927] (4/8) Epoch 10, batch 14150, giga_loss[loss=0.2179, simple_loss=0.3079, pruned_loss=0.06397, over 12435.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04102, over 26.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3221, pruned_loss=0.08364, over 2474849.37 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08742, over 22487.28 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06477, over 2464740.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.05945, over 7829.01 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3246, pruned_loss=0.08509, over 2475413.26 frames. utt_duration=413.1 frames, utt_pad_proportion=0.0882, over 24053.47 utterances.], batch size: 26, lr: 3.65e-04
2022-08-27 01:36:44,362 INFO [train.py:927] (4/8) Epoch 10, batch 14200, giga_loss[loss=0.2557, simple_loss=0.3122, pruned_loss=0.09961, over 12332.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2097, over 371.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3198, pruned_loss=0.08327, over 2473965.08 frames. utt_duration=446 frames, utt_pad_proportion=0.08729, over 22260.85 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2971, pruned_loss=0.06474, over 2464249.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.05887, over 7817.53 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3224, pruned_loss=0.08494, over 2475094.77 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08827, over 23909.79 utterances.], batch size: 371, lr: 3.65e-04
2022-08-27 01:38:29,733 INFO [train.py:927] (4/8) Epoch 10, batch 14250, giga_loss[loss=0.2041, simple_loss=0.3035, pruned_loss=0.05233, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3186, pruned_loss=0.08239, over 2474162.43 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08148, over 21221.06 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.06529, over 2464529.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05749, over 7798.09 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3212, pruned_loss=0.08381, over 2475111.58 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08336, over 23010.77 utterances.], batch size: 66, lr: 3.65e-04
2022-08-27 01:40:13,524 INFO [train.py:927] (4/8) Epoch 10, batch 14300, giga_loss[loss=0.2181, simple_loss=0.3037, pruned_loss=0.06622, over 12383.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03315, over 104.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3183, pruned_loss=0.08156, over 2475143.73 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08092, over 21166.81 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.298, pruned_loss=0.06584, over 2465020.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.06107, over 7869.95 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3202, pruned_loss=0.0825, over 2475640.82 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08164, over 22757.18 utterances.], batch size: 104, lr: 3.65e-04
2022-08-27 01:41:56,195 INFO [train.py:927] (4/8) Epoch 10, batch 14350, giga_loss[loss=0.2051, simple_loss=0.2783, pruned_loss=0.06592, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04407, over 34.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3163, pruned_loss=0.08051, over 2475107.79 frames. utt_duration=471 frames, utt_pad_proportion=0.07797, over 21086.22 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.298, pruned_loss=0.06584, over 2465270.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.06064, over 7874.22 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.318, pruned_loss=0.08138, over 2475375.18 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07891, over 22444.39 utterances.], batch size: 34, lr: 3.65e-04
2022-08-27 01:43:38,972 INFO [train.py:927] (4/8) Epoch 10, batch 14400, giga_loss[loss=0.2348, simple_loss=0.3087, pruned_loss=0.08049, over 12388.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3154, pruned_loss=0.08063, over 2474842.33 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0765, over 20963.09 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.06599, over 2465484.85 frames. utt_duration=1256 frames, utt_pad_proportion=0.05975, over 7860.91 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.317, pruned_loss=0.08144, over 2475015.11 frames. utt_duration=445.6 frames, utt_pad_proportion=0.0777, over 22289.16 utterances.], batch size: 91, lr: 3.65e-04
2022-08-27 01:45:22,515 INFO [train.py:927] (4/8) Epoch 10, batch 14450, giga_loss[loss=0.2875, simple_loss=0.3477, pruned_loss=0.1137, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06471, over 183.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3145, pruned_loss=0.08068, over 2474416.80 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07318, over 20660.20 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2981, pruned_loss=0.06616, over 2465350.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05906, over 7848.07 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3159, pruned_loss=0.08136, over 2474795.12 frames. utt_duration=453.6 frames, utt_pad_proportion=0.0746, over 21892.56 utterances.], batch size: 183, lr: 3.64e-04
2022-08-27 01:47:05,069 INFO [train.py:927] (4/8) Epoch 10, batch 14500, giga_loss[loss=0.2111, simple_loss=0.2887, pruned_loss=0.06675, over 12139.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03627, over 30.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3143, pruned_loss=0.08084, over 2473692.21 frames. utt_duration=495 frames, utt_pad_proportion=0.07071, over 20047.21 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2983, pruned_loss=0.06653, over 2465220.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05807, over 7828.04 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3156, pruned_loss=0.08142, over 2474329.89 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07247, over 21390.79 utterances.], batch size: 30, lr: 3.64e-04
2022-08-27 01:48:44,841 INFO [train.py:927] (4/8) Epoch 10, batch 14550, libri_loss[loss=0.1887, simple_loss=0.2614, pruned_loss=0.05805, over 12192.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03905, over 27.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.0806, over 2473754.62 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06961, over 20034.56 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2986, pruned_loss=0.06671, over 2465462.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05791, over 7828.41 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3162, pruned_loss=0.08121, over 2474263.92 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07119, over 21380.13 utterances.], batch size: 27, lr: 3.64e-04
2022-08-27 01:50:29,498 INFO [train.py:927] (4/8) Epoch 10, batch 14600, giga_loss[loss=0.2177, simple_loss=0.2938, pruned_loss=0.07077, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03074, over 45.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3129, pruned_loss=0.07896, over 2473138.11 frames. utt_duration=516.5 frames, utt_pad_proportion=0.0689, over 19208.73 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2982, pruned_loss=0.0669, over 2465296.94 frames. utt_duration=1267 frames, utt_pad_proportion=0.05616, over 7792.91 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3152, pruned_loss=0.08007, over 2474204.59 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07116, over 21083.42 utterances.], batch size: 45, lr: 3.64e-04
2022-08-27 01:52:13,965 INFO [train.py:927] (4/8) Epoch 10, batch 14650, giga_loss[loss=0.238, simple_loss=0.3057, pruned_loss=0.08518, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03394, over 86.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.08098, over 2473835.61 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06883, over 19635.85 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.298, pruned_loss=0.06696, over 2465734.39 frames. utt_duration=1264 frames, utt_pad_proportion=0.05608, over 7814.94 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3174, pruned_loss=0.08215, over 2474522.62 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07081, over 21434.37 utterances.], batch size: 86, lr: 3.64e-04
2022-08-27 01:53:56,669 INFO [train.py:927] (4/8) Epoch 10, batch 14700, giga_loss[loss=0.2281, simple_loss=0.3031, pruned_loss=0.07652, over 12243.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03037, over 45.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3146, pruned_loss=0.0813, over 2473349.41 frames. utt_duration=529.9 frames, utt_pad_proportion=0.064, over 18723.25 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2981, pruned_loss=0.06729, over 2465889.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05536, over 7804.46 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3172, pruned_loss=0.08247, over 2474056.79 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06644, over 20607.67 utterances.], batch size: 45, lr: 3.64e-04
2022-08-27 01:55:47,896 INFO [train.py:927] (4/8) Epoch 10, batch 14750, giga_loss[loss=0.2402, simple_loss=0.32, pruned_loss=0.08017, over 12394.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02657, over 70.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3156, pruned_loss=0.08242, over 2473211.62 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06734, over 20056.10 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2975, pruned_loss=0.06705, over 2465607.79 frames. utt_duration=1270 frames, utt_pad_proportion=0.05459, over 7772.60 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08383, over 2474170.40 frames. utt_duration=455.6 frames, utt_pad_proportion=0.06921, over 21793.04 utterances.], batch size: 70, lr: 3.64e-04
2022-08-27 01:57:33,880 INFO [train.py:927] (4/8) Epoch 10, batch 14800, giga_loss[loss=0.2222, simple_loss=0.3029, pruned_loss=0.07074, over 12419.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03773, over 123.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3157, pruned_loss=0.08065, over 2473515.47 frames. utt_duration=507.3 frames, utt_pad_proportion=0.0666, over 19558.32 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.298, pruned_loss=0.06707, over 2465361.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.05382, over 7749.25 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3178, pruned_loss=0.08201, over 2474615.79 frames. utt_duration=469.2 frames, utt_pad_proportion=0.0685, over 21161.38 utterances.], batch size: 123, lr: 3.64e-04
2022-08-27 01:59:22,615 INFO [train.py:927] (4/8) Epoch 10, batch 14850, giga_loss[loss=0.2091, simple_loss=0.2906, pruned_loss=0.06376, over 12388.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03473, over 122.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07944, over 2473551.63 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06529, over 19151.26 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2983, pruned_loss=0.0674, over 2465454.38 frames. utt_duration=1271 frames, utt_pad_proportion=0.05374, over 7767.15 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3156, pruned_loss=0.08051, over 2474522.06 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06706, over 20669.09 utterances.], batch size: 122, lr: 3.64e-04
2022-08-27 02:01:04,209 INFO [train.py:927] (4/8) Epoch 10, batch 14900, giga_loss[loss=0.2976, simple_loss=0.3577, pruned_loss=0.1188, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.0649, over 183.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3135, pruned_loss=0.08022, over 2474303.13 frames. utt_duration=502.7 frames, utt_pad_proportion=0.0691, over 19743.78 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2982, pruned_loss=0.0677, over 2465858.83 frames. utt_duration=1279 frames, utt_pad_proportion=0.05212, over 7723.32 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.08125, over 2475026.98 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0709, over 21437.40 utterances.], batch size: 183, lr: 3.64e-04
2022-08-27 02:02:54,786 INFO [train.py:927] (4/8) Epoch 10, batch 14950, giga_loss[loss=0.2038, simple_loss=0.3008, pruned_loss=0.05334, over 12439.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03193, over 80.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.317, pruned_loss=0.08069, over 2474332.51 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06635, over 19747.87 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2982, pruned_loss=0.06775, over 2465849.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.05173, over 7711.11 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3188, pruned_loss=0.08158, over 2474988.89 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06814, over 21205.45 utterances.], batch size: 80, lr: 3.64e-04
2022-08-27 02:04:40,051 INFO [train.py:927] (4/8) Epoch 10, batch 15000, giga_loss[loss=0.2569, simple_loss=0.3355, pruned_loss=0.08918, over 12356.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3186, pruned_loss=0.08094, over 2474635.42 frames. utt_duration=506 frames, utt_pad_proportion=0.06687, over 19620.50 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2987, pruned_loss=0.06815, over 2466177.36 frames. utt_duration=1282 frames, utt_pad_proportion=0.05109, over 7705.48 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3198, pruned_loss=0.08146, over 2474974.62 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06857, over 20944.57 utterances.], batch size: 133, lr: 3.64e-04
2022-08-27 02:04:40,053 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 02:04:55,009 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1928, simple_loss=0.3148, pruned_loss=0.03538, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 02:06:38,787 INFO [train.py:927] (4/8) Epoch 10, batch 15050, giga_loss[loss=0.2949, simple_loss=0.3412, pruned_loss=0.1243, over 12335.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.201, over 367.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08208, over 2474269.74 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06818, over 19658.42 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2994, pruned_loss=0.06834, over 2466488.44 frames. utt_duration=1283 frames, utt_pad_proportion=0.05024, over 7700.04 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3208, pruned_loss=0.08261, over 2474428.79 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06983, over 20977.64 utterances.], batch size: 367, lr: 3.64e-04
2022-08-27 02:08:23,745 INFO [train.py:927] (4/8) Epoch 10, batch 15100, libri_loss[loss=0.2355, simple_loss=0.3066, pruned_loss=0.08218, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00714, over 37.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3196, pruned_loss=0.08304, over 2475203.68 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07173, over 20356.00 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2998, pruned_loss=0.06866, over 2466843.30 frames. utt_duration=1266 frames, utt_pad_proportion=0.05409, over 7805.44 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3208, pruned_loss=0.08371, over 2475310.06 frames. utt_duration=456 frames, utt_pad_proportion=0.07178, over 21782.98 utterances.], batch size: 37, lr: 3.64e-04
2022-08-27 02:10:07,127 INFO [train.py:927] (4/8) Epoch 10, batch 15150, giga_loss[loss=0.2266, simple_loss=0.2998, pruned_loss=0.07664, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03265, over 40.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.0832, over 2475376.59 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07525, over 20638.95 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3, pruned_loss=0.06883, over 2466857.03 frames. utt_duration=1267 frames, utt_pad_proportion=0.05314, over 7794.41 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3193, pruned_loss=0.08392, over 2475652.54 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07555, over 22073.12 utterances.], batch size: 40, lr: 3.64e-04
2022-08-27 02:11:51,855 INFO [train.py:927] (4/8) Epoch 10, batch 15200, giga_loss[loss=0.2364, simple_loss=0.3094, pruned_loss=0.08174, over 12400.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02572, over 48.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3174, pruned_loss=0.08283, over 2475524.71 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07511, over 20390.91 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3001, pruned_loss=0.06882, over 2467219.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.05634, over 7855.64 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3185, pruned_loss=0.08365, over 2475566.55 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07449, over 21700.89 utterances.], batch size: 48, lr: 3.64e-04
2022-08-27 02:13:36,588 INFO [train.py:927] (4/8) Epoch 10, batch 15250, giga_loss[loss=0.2168, simple_loss=0.2985, pruned_loss=0.06751, over 12380.00 frames. utt_duration=404 frames, utt_pad_proportion=0.04273, over 123.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3161, pruned_loss=0.08283, over 2475628.10 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07345, over 20303.29 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3001, pruned_loss=0.06891, over 2467537.88 frames. utt_duration=1255 frames, utt_pad_proportion=0.05648, over 7874.98 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3174, pruned_loss=0.08374, over 2475557.78 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07315, over 21619.75 utterances.], batch size: 123, lr: 3.64e-04
2022-08-27 02:15:18,146 INFO [train.py:927] (4/8) Epoch 10, batch 15300, giga_loss[loss=0.2801, simple_loss=0.3503, pruned_loss=0.105, over 12435.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03609, over 123.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3172, pruned_loss=0.08287, over 2475415.77 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07474, over 20749.35 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3005, pruned_loss=0.06928, over 2467835.50 frames. utt_duration=1249 frames, utt_pad_proportion=0.05662, over 7911.32 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3182, pruned_loss=0.08363, over 2475306.19 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07456, over 22086.72 utterances.], batch size: 123, lr: 3.64e-04
2022-08-27 02:17:00,223 INFO [train.py:927] (4/8) Epoch 10, batch 15350, giga_loss[loss=0.2401, simple_loss=0.3243, pruned_loss=0.07797, over 12370.00 frames. utt_duration=376.4 frames, utt_pad_proportion=0.03479, over 132.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3178, pruned_loss=0.08378, over 2475437.77 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07263, over 20924.34 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3005, pruned_loss=0.0692, over 2467784.48 frames. utt_duration=1253 frames, utt_pad_proportion=0.0558, over 7888.23 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.319, pruned_loss=0.08471, over 2475534.70 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07295, over 22238.57 utterances.], batch size: 132, lr: 3.64e-04
2022-08-27 02:18:43,373 INFO [train.py:927] (4/8) Epoch 10, batch 15400, giga_loss[loss=0.2724, simple_loss=0.3455, pruned_loss=0.09961, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05362, over 162.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.319, pruned_loss=0.08233, over 2475269.99 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07645, over 21074.89 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3005, pruned_loss=0.0692, over 2467784.48 frames. utt_duration=1253 frames, utt_pad_proportion=0.0558, over 7888.23 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.32, pruned_loss=0.08306, over 2475345.43 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07653, over 22097.78 utterances.], batch size: 162, lr: 3.64e-04
2022-08-27 02:20:28,279 INFO [train.py:927] (4/8) Epoch 10, batch 15450, giga_loss[loss=0.2253, simple_loss=0.3136, pruned_loss=0.0685, over 12471.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04174, over 31.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3203, pruned_loss=0.08265, over 2474924.41 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07473, over 20578.70 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3007, pruned_loss=0.06955, over 2467649.66 frames. utt_duration=1254 frames, utt_pad_proportion=0.05502, over 7877.98 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3213, pruned_loss=0.08322, over 2475296.83 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07529, over 21691.23 utterances.], batch size: 31, lr: 3.64e-04
2022-08-27 02:22:13,215 INFO [train.py:927] (4/8) Epoch 10, batch 15500, giga_loss[loss=0.2439, simple_loss=0.3183, pruned_loss=0.0848, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05448, over 162.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3228, pruned_loss=0.08544, over 2474422.42 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0745, over 20851.79 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3007, pruned_loss=0.06962, over 2467513.79 frames. utt_duration=1255 frames, utt_pad_proportion=0.05443, over 7871.89 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3238, pruned_loss=0.08601, over 2474918.35 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07521, over 21898.51 utterances.], batch size: 162, lr: 3.64e-04
2022-08-27 02:23:55,681 INFO [train.py:927] (4/8) Epoch 10, batch 15550, giga_loss[loss=0.2119, simple_loss=0.302, pruned_loss=0.06094, over 12364.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03194, over 58.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3221, pruned_loss=0.08372, over 2473667.24 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06887, over 20246.62 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3009, pruned_loss=0.06979, over 2467388.30 frames. utt_duration=1256 frames, utt_pad_proportion=0.054, over 7867.50 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.323, pruned_loss=0.08427, over 2474283.56 frames. utt_duration=466 frames, utt_pad_proportion=0.06995, over 21308.15 utterances.], batch size: 58, lr: 3.64e-04
2022-08-27 02:25:41,061 INFO [train.py:927] (4/8) Epoch 10, batch 15600, giga_loss[loss=0.2151, simple_loss=0.3045, pruned_loss=0.06291, over 12415.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04441, over 31.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3229, pruned_loss=0.08278, over 2473940.80 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06935, over 20223.25 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3013, pruned_loss=0.06994, over 2467378.67 frames. utt_duration=1253 frames, utt_pad_proportion=0.05362, over 7886.16 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3242, pruned_loss=0.08361, over 2474682.18 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07056, over 21512.60 utterances.], batch size: 31, lr: 3.64e-04
2022-08-27 02:27:23,595 INFO [train.py:927] (4/8) Epoch 10, batch 15650, giga_loss[loss=0.2437, simple_loss=0.3227, pruned_loss=0.08232, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05196, over 161.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3234, pruned_loss=0.08328, over 2474736.36 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06913, over 20606.86 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3014, pruned_loss=0.06995, over 2467360.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.0534, over 7882.73 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3245, pruned_loss=0.08397, over 2475359.37 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07017, over 21670.60 utterances.], batch size: 161, lr: 3.64e-04
2022-08-27 02:29:07,599 INFO [train.py:927] (4/8) Epoch 10, batch 15700, giga_loss[loss=0.257, simple_loss=0.3339, pruned_loss=0.09, over 12389.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3215, pruned_loss=0.08339, over 2475099.02 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06651, over 20459.53 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3014, pruned_loss=0.0703, over 2467609.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.0577, over 7947.70 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3226, pruned_loss=0.08381, over 2475465.91 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06615, over 21412.58 utterances.], batch size: 113, lr: 3.64e-04
2022-08-27 02:30:53,378 INFO [train.py:927] (4/8) Epoch 10, batch 15750, giga_loss[loss=0.2125, simple_loss=0.2898, pruned_loss=0.0676, over 12355.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03321, over 62.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3181, pruned_loss=0.08127, over 2475411.37 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06373, over 19435.89 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3018, pruned_loss=0.07055, over 2467937.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.06166, over 8025.01 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3189, pruned_loss=0.08157, over 2475533.29 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06218, over 20336.93 utterances.], batch size: 62, lr: 3.64e-04
2022-08-27 02:32:33,462 INFO [train.py:927] (4/8) Epoch 10, batch 15800, giga_loss[loss=0.2227, simple_loss=0.305, pruned_loss=0.07016, over 12384.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3156, pruned_loss=0.08003, over 2474681.90 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06403, over 19061.26 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3015, pruned_loss=0.07064, over 2467738.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.06566, over 8082.72 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3169, pruned_loss=0.08046, over 2475123.60 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06137, over 20024.95 utterances.], batch size: 146, lr: 3.64e-04
2022-08-27 02:34:13,479 INFO [train.py:927] (4/8) Epoch 10, batch 15850, giga_loss[loss=0.2166, simple_loss=0.2954, pruned_loss=0.06893, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3138, pruned_loss=0.07826, over 2474810.07 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07161, over 20526.46 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3016, pruned_loss=0.07067, over 2467605.54 frames. utt_duration=1215 frames, utt_pad_proportion=0.06915, over 8135.28 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3151, pruned_loss=0.0788, over 2475499.97 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06804, over 21572.17 utterances.], batch size: 183, lr: 3.63e-04
2022-08-27 02:36:01,345 INFO [train.py:927] (4/8) Epoch 10, batch 15900, giga_loss[loss=0.2209, simple_loss=0.2991, pruned_loss=0.07139, over 12374.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07763, over 2474831.85 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07348, over 20587.34 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3017, pruned_loss=0.07069, over 2467878.54 frames. utt_duration=1218 frames, utt_pad_proportion=0.0681, over 8113.77 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3132, pruned_loss=0.07815, over 2475277.10 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07092, over 21645.12 utterances.], batch size: 62, lr: 3.63e-04
2022-08-27 02:37:43,217 INFO [train.py:927] (4/8) Epoch 10, batch 15950, giga_loss[loss=0.2488, simple_loss=0.3285, pruned_loss=0.08454, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3111, pruned_loss=0.07815, over 2473680.40 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07922, over 21157.12 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3021, pruned_loss=0.07115, over 2467346.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.07035, over 8142.93 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.312, pruned_loss=0.07842, over 2474760.15 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07625, over 22442.68 utterances.], batch size: 55, lr: 3.63e-04
2022-08-27 02:39:25,300 INFO [train.py:927] (4/8) Epoch 10, batch 16000, giga_loss[loss=0.2016, simple_loss=0.2778, pruned_loss=0.06275, over 12125.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04059, over 33.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3119, pruned_loss=0.07852, over 2473287.67 frames. utt_duration=463.5 frames, utt_pad_proportion=0.08216, over 21413.32 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.302, pruned_loss=0.07153, over 2467346.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.0683, over 8084.34 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07862, over 2474370.44 frames. utt_duration=432 frames, utt_pad_proportion=0.08044, over 22987.89 utterances.], batch size: 33, lr: 3.63e-04
2022-08-27 02:41:09,179 INFO [train.py:927] (4/8) Epoch 10, batch 16050, giga_loss[loss=0.2, simple_loss=0.2899, pruned_loss=0.05508, over 12383.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03072, over 62.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3132, pruned_loss=0.07963, over 2473815.13 frames. utt_duration=469 frames, utt_pad_proportion=0.07781, over 21163.03 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3019, pruned_loss=0.07154, over 2467137.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.06708, over 8055.43 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07986, over 2474994.82 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07714, over 22735.20 utterances.], batch size: 62, lr: 3.63e-04
2022-08-27 02:42:52,856 INFO [train.py:927] (4/8) Epoch 10, batch 16100, giga_loss[loss=0.2494, simple_loss=0.3367, pruned_loss=0.0811, over 12380.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02759, over 70.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3159, pruned_loss=0.08191, over 2473916.94 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08052, over 21314.03 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3022, pruned_loss=0.07183, over 2467276.76 frames. utt_duration=1205 frames, utt_pad_proportion=0.07545, over 8201.11 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3169, pruned_loss=0.08203, over 2474875.84 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07748, over 22716.62 utterances.], batch size: 70, lr: 3.63e-04
2022-08-27 02:44:36,664 INFO [train.py:927] (4/8) Epoch 10, batch 16150, giga_loss[loss=0.2071, simple_loss=0.3008, pruned_loss=0.05667, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.0399, over 30.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3158, pruned_loss=0.08127, over 2473805.76 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07377, over 20078.93 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3021, pruned_loss=0.07201, over 2467315.57 frames. utt_duration=1214 frames, utt_pad_proportion=0.07297, over 8139.31 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3173, pruned_loss=0.08161, over 2474813.84 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07251, over 21785.13 utterances.], batch size: 30, lr: 3.63e-04
2022-08-27 02:46:29,737 INFO [train.py:927] (4/8) Epoch 10, batch 16200, giga_loss[loss=0.2688, simple_loss=0.345, pruned_loss=0.09626, over 12368.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04679, over 146.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3167, pruned_loss=0.08168, over 2474029.09 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07341, over 20030.99 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3019, pruned_loss=0.0719, over 2467277.40 frames. utt_duration=1218 frames, utt_pad_proportion=0.07221, over 8112.37 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3181, pruned_loss=0.08218, over 2474942.68 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07271, over 21561.96 utterances.], batch size: 146, lr: 3.63e-04
2022-08-27 02:48:14,638 INFO [train.py:927] (4/8) Epoch 10, batch 16250, giga_loss[loss=0.2177, simple_loss=0.2995, pruned_loss=0.06795, over 12309.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.02933, over 51.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3171, pruned_loss=0.08119, over 2474636.96 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07414, over 20474.66 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3019, pruned_loss=0.07177, over 2467265.97 frames. utt_duration=1209 frames, utt_pad_proportion=0.07474, over 8176.59 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3189, pruned_loss=0.08207, over 2475655.10 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07284, over 22121.27 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 02:49:59,807 INFO [train.py:927] (4/8) Epoch 10, batch 16300, giga_loss[loss=0.2022, simple_loss=0.2921, pruned_loss=0.05614, over 12406.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02569, over 70.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3168, pruned_loss=0.08155, over 2474853.21 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07545, over 21177.60 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3017, pruned_loss=0.07164, over 2467246.28 frames. utt_duration=1210 frames, utt_pad_proportion=0.074, over 8163.04 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3188, pruned_loss=0.08255, over 2475823.80 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07458, over 22726.79 utterances.], batch size: 70, lr: 3.63e-04
2022-08-27 02:51:39,933 INFO [train.py:927] (4/8) Epoch 10, batch 16350, giga_loss[loss=0.2367, simple_loss=0.3018, pruned_loss=0.08579, over 12469.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02751, over 55.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08265, over 2475061.98 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07762, over 21860.30 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3025, pruned_loss=0.07209, over 2467599.45 frames. utt_duration=1179 frames, utt_pad_proportion=0.08462, over 8379.12 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3185, pruned_loss=0.08338, over 2475741.91 frames. utt_duration=426 frames, utt_pad_proportion=0.07355, over 23326.48 utterances.], batch size: 55, lr: 3.63e-04
2022-08-27 02:53:23,204 INFO [train.py:927] (4/8) Epoch 10, batch 16400, libri_loss[loss=0.2098, simple_loss=0.2929, pruned_loss=0.06334, over 12462.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00574, over 32.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3165, pruned_loss=0.083, over 2473778.16 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08281, over 21945.75 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.302, pruned_loss=0.07193, over 2467598.83 frames. utt_duration=1187 frames, utt_pad_proportion=0.08317, over 8326.18 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3183, pruned_loss=0.08395, over 2474470.13 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07975, over 23471.00 utterances.], batch size: 32, lr: 3.63e-04
2022-08-27 02:55:05,640 INFO [train.py:927] (4/8) Epoch 10, batch 16450, giga_loss[loss=0.2105, simple_loss=0.2875, pruned_loss=0.06676, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03116, over 42.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3165, pruned_loss=0.08313, over 2473364.27 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07869, over 21210.81 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3017, pruned_loss=0.07175, over 2467665.62 frames. utt_duration=1187 frames, utt_pad_proportion=0.08248, over 8326.73 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3186, pruned_loss=0.0843, over 2473984.53 frames. utt_duration=437 frames, utt_pad_proportion=0.07665, over 22721.57 utterances.], batch size: 42, lr: 3.63e-04
2022-08-27 02:56:47,013 INFO [train.py:927] (4/8) Epoch 10, batch 16500, giga_loss[loss=0.2201, simple_loss=0.3025, pruned_loss=0.06883, over 12365.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02883, over 66.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3179, pruned_loss=0.08424, over 2473462.58 frames. utt_duration=465.5 frames, utt_pad_proportion=0.08066, over 21322.32 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3019, pruned_loss=0.07208, over 2467574.49 frames. utt_duration=1186 frames, utt_pad_proportion=0.08145, over 8330.75 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.08524, over 2474217.72 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07925, over 22896.86 utterances.], batch size: 66, lr: 3.63e-04
2022-08-27 02:58:30,575 INFO [train.py:927] (4/8) Epoch 10, batch 16550, giga_loss[loss=0.2246, simple_loss=0.3038, pruned_loss=0.07277, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3184, pruned_loss=0.08485, over 2474076.30 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07837, over 21218.81 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3019, pruned_loss=0.07209, over 2467741.83 frames. utt_duration=1190 frames, utt_pad_proportion=0.08024, over 8304.28 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3202, pruned_loss=0.08586, over 2474629.67 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07775, over 22718.54 utterances.], batch size: 133, lr: 3.63e-04
2022-08-27 03:00:18,108 INFO [train.py:927] (4/8) Epoch 10, batch 16600, giga_loss[loss=0.2557, simple_loss=0.3275, pruned_loss=0.09198, over 12445.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03135, over 55.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3191, pruned_loss=0.08471, over 2474309.02 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07575, over 20974.85 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3024, pruned_loss=0.07226, over 2467578.74 frames. utt_duration=1194 frames, utt_pad_proportion=0.07904, over 8280.39 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3204, pruned_loss=0.0856, over 2474997.07 frames. utt_duration=443 frames, utt_pad_proportion=0.07582, over 22421.64 utterances.], batch size: 55, lr: 3.63e-04
2022-08-27 03:02:02,052 INFO [train.py:927] (4/8) Epoch 10, batch 16650, giga_loss[loss=0.3302, simple_loss=0.3842, pruned_loss=0.1381, over 12387.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3195, pruned_loss=0.08482, over 2473703.97 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07147, over 20103.07 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3021, pruned_loss=0.07225, over 2467403.61 frames. utt_duration=1191 frames, utt_pad_proportion=0.08096, over 8297.86 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3215, pruned_loss=0.08604, over 2474651.65 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07116, over 21707.63 utterances.], batch size: 259, lr: 3.63e-04
2022-08-27 03:03:45,066 INFO [train.py:927] (4/8) Epoch 10, batch 16700, giga_loss[loss=0.3901, simple_loss=0.4153, pruned_loss=0.1824, over 12382.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3198, pruned_loss=0.08547, over 2474384.45 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07446, over 20569.33 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3021, pruned_loss=0.07227, over 2467703.87 frames. utt_duration=1196 frames, utt_pad_proportion=0.0789, over 8265.57 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.322, pruned_loss=0.08683, over 2475082.11 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07454, over 22247.51 utterances.], batch size: 257, lr: 3.63e-04
2022-08-27 03:05:37,272 INFO [train.py:927] (4/8) Epoch 10, batch 16750, giga_loss[loss=0.2635, simple_loss=0.3216, pruned_loss=0.1027, over 12353.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.32, pruned_loss=0.08475, over 2474772.63 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07545, over 20930.34 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.302, pruned_loss=0.07237, over 2467509.46 frames. utt_duration=1187 frames, utt_pad_proportion=0.0822, over 8327.06 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3223, pruned_loss=0.08606, over 2475682.22 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07424, over 22542.33 utterances.], batch size: 369, lr: 3.63e-04
2022-08-27 03:07:20,519 INFO [train.py:927] (4/8) Epoch 10, batch 16800, giga_loss[loss=0.2791, simple_loss=0.3391, pruned_loss=0.1095, over 12379.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07426, over 212.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3188, pruned_loss=0.08396, over 2475046.06 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07422, over 20698.25 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.302, pruned_loss=0.07236, over 2467446.61 frames. utt_duration=1185 frames, utt_pad_proportion=0.08197, over 8342.10 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3208, pruned_loss=0.08516, over 2475892.12 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07336, over 22125.80 utterances.], batch size: 212, lr: 3.63e-04
2022-08-27 03:09:02,817 INFO [train.py:927] (4/8) Epoch 10, batch 16850, giga_loss[loss=0.2599, simple_loss=0.3338, pruned_loss=0.093, over 12368.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02586, over 70.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3198, pruned_loss=0.08417, over 2474948.43 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07129, over 20484.42 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3024, pruned_loss=0.07235, over 2467799.16 frames. utt_duration=1191 frames, utt_pad_proportion=0.07927, over 8297.24 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3219, pruned_loss=0.08569, over 2475629.90 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0716, over 22206.70 utterances.], batch size: 70, lr: 3.63e-04
2022-08-27 03:10:47,554 INFO [train.py:927] (4/8) Epoch 10, batch 16900, giga_loss[loss=0.2554, simple_loss=0.3331, pruned_loss=0.08887, over 12376.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08538, over 2474701.15 frames. utt_duration=471 frames, utt_pad_proportion=0.0751, over 21083.78 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3019, pruned_loss=0.07218, over 2467354.66 frames. utt_duration=1194 frames, utt_pad_proportion=0.07866, over 8277.36 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3226, pruned_loss=0.08702, over 2475793.98 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07521, over 22746.02 utterances.], batch size: 146, lr: 3.63e-04
2022-08-27 03:12:30,180 INFO [train.py:927] (4/8) Epoch 10, batch 16950, giga_loss[loss=0.2537, simple_loss=0.3318, pruned_loss=0.08776, over 12363.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03422, over 104.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3216, pruned_loss=0.08727, over 2474651.69 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07987, over 22024.92 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3019, pruned_loss=0.0722, over 2467414.30 frames. utt_duration=1191 frames, utt_pad_proportion=0.0784, over 8294.15 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3238, pruned_loss=0.08873, over 2475559.04 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07971, over 23496.20 utterances.], batch size: 104, lr: 3.63e-04
2022-08-27 03:14:11,693 INFO [train.py:927] (4/8) Epoch 10, batch 17000, giga_loss[loss=0.2187, simple_loss=0.3043, pruned_loss=0.06652, over 12368.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03002, over 51.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3222, pruned_loss=0.08775, over 2474393.71 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08238, over 22174.33 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3018, pruned_loss=0.07221, over 2467500.79 frames. utt_duration=1188 frames, utt_pad_proportion=0.07961, over 8316.26 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.325, pruned_loss=0.0897, over 2475414.48 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0818, over 24035.85 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 03:15:51,026 INFO [train.py:927] (4/8) Epoch 10, batch 17050, giga_loss[loss=0.2496, simple_loss=0.3275, pruned_loss=0.08581, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03396, over 98.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3224, pruned_loss=0.08765, over 2475131.24 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08294, over 22403.51 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3022, pruned_loss=0.07255, over 2467717.60 frames. utt_duration=1178 frames, utt_pad_proportion=0.08163, over 8386.74 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.325, pruned_loss=0.08939, over 2475984.65 frames. utt_duration=409.6 frames, utt_pad_proportion=0.08185, over 24269.92 utterances.], batch size: 98, lr: 3.63e-04
2022-08-27 03:17:32,802 INFO [train.py:927] (4/8) Epoch 10, batch 17100, libri_loss[loss=0.198, simple_loss=0.2647, pruned_loss=0.06567, over 12299.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008017, over 28.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3204, pruned_loss=0.08574, over 2475002.55 frames. utt_duration=468 frames, utt_pad_proportion=0.07881, over 21222.03 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3018, pruned_loss=0.0724, over 2467535.85 frames. utt_duration=1175 frames, utt_pad_proportion=0.08423, over 8411.17 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08772, over 2476092.00 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07728, over 23124.58 utterances.], batch size: 28, lr: 3.63e-04
2022-08-27 03:19:17,042 INFO [train.py:927] (4/8) Epoch 10, batch 17150, giga_loss[loss=0.2606, simple_loss=0.3282, pruned_loss=0.0965, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07049, over 211.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3183, pruned_loss=0.08443, over 2475052.31 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07659, over 20960.07 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3014, pruned_loss=0.07204, over 2467659.83 frames. utt_duration=1181 frames, utt_pad_proportion=0.082, over 8366.33 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3216, pruned_loss=0.08673, over 2476057.54 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07621, over 22929.13 utterances.], batch size: 211, lr: 3.63e-04
2022-08-27 03:21:02,931 INFO [train.py:927] (4/8) Epoch 10, batch 17200, giga_loss[loss=0.2237, simple_loss=0.3076, pruned_loss=0.06989, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03484, over 123.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3155, pruned_loss=0.08325, over 2474969.23 frames. utt_duration=468 frames, utt_pad_proportion=0.08167, over 21222.44 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3016, pruned_loss=0.07204, over 2467761.08 frames. utt_duration=1187 frames, utt_pad_proportion=0.07919, over 8325.47 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3187, pruned_loss=0.08563, over 2476005.56 frames. utt_duration=425 frames, utt_pad_proportion=0.08185, over 23387.18 utterances.], batch size: 123, lr: 3.63e-04
2022-08-27 03:22:49,787 INFO [train.py:927] (4/8) Epoch 10, batch 17250, libri_loss[loss=0.2217, simple_loss=0.2982, pruned_loss=0.07257, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005742, over 35.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3131, pruned_loss=0.08219, over 2474999.46 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07993, over 20783.81 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3016, pruned_loss=0.07212, over 2467773.62 frames. utt_duration=1193 frames, utt_pad_proportion=0.07773, over 8283.23 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.316, pruned_loss=0.0843, over 2476003.46 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08072, over 22912.83 utterances.], batch size: 35, lr: 3.62e-04
2022-08-27 03:24:35,044 INFO [train.py:927] (4/8) Epoch 10, batch 17300, giga_loss[loss=0.2164, simple_loss=0.3038, pruned_loss=0.06452, over 12449.00 frames. utt_duration=543 frames, utt_pad_proportion=0.0321, over 92.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3122, pruned_loss=0.07974, over 2474957.55 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07984, over 21090.55 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3019, pruned_loss=0.07238, over 2467287.91 frames. utt_duration=1188 frames, utt_pad_proportion=0.07976, over 8317.20 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3146, pruned_loss=0.08148, over 2476419.19 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07977, over 23153.91 utterances.], batch size: 92, lr: 3.62e-04
2022-08-27 03:26:20,825 INFO [train.py:927] (4/8) Epoch 10, batch 17350, giga_loss[loss=0.2224, simple_loss=0.3091, pruned_loss=0.06784, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05465, over 162.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3097, pruned_loss=0.07608, over 2475210.97 frames. utt_duration=457 frames, utt_pad_proportion=0.07873, over 21736.47 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3016, pruned_loss=0.07243, over 2467298.48 frames. utt_duration=1192 frames, utt_pad_proportion=0.07896, over 8286.64 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3119, pruned_loss=0.07747, over 2476462.57 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07898, over 23562.61 utterances.], batch size: 162, lr: 3.62e-04
2022-08-27 03:28:02,981 INFO [train.py:927] (4/8) Epoch 10, batch 17400, libri_loss[loss=0.2408, simple_loss=0.3176, pruned_loss=0.08206, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008952, over 38.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07343, over 2476127.84 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07972, over 22935.83 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3018, pruned_loss=0.07246, over 2467571.29 frames. utt_duration=1195 frames, utt_pad_proportion=0.07805, over 8272.40 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3096, pruned_loss=0.07452, over 2476982.03 frames. utt_duration=404.2 frames, utt_pad_proportion=0.08014, over 24601.92 utterances.], batch size: 38, lr: 3.62e-04
2022-08-27 03:29:46,519 INFO [train.py:927] (4/8) Epoch 10, batch 17450, giga_loss[loss=0.2272, simple_loss=0.2905, pruned_loss=0.08196, over 12350.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1821, over 359.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.307, pruned_loss=0.0708, over 2475441.32 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07578, over 23059.01 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3018, pruned_loss=0.07253, over 2467431.63 frames. utt_duration=1198 frames, utt_pad_proportion=0.07718, over 8248.45 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3083, pruned_loss=0.07158, over 2476364.99 frames. utt_duration=404 frames, utt_pad_proportion=0.07657, over 24605.66 utterances.], batch size: 359, lr: 3.62e-04
2022-08-27 03:31:27,418 INFO [train.py:927] (4/8) Epoch 10, batch 17500, giga_loss[loss=0.2257, simple_loss=0.3145, pruned_loss=0.0684, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03027, over 85.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3051, pruned_loss=0.06918, over 2475656.68 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0737, over 23314.83 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3015, pruned_loss=0.0724, over 2467627.29 frames. utt_duration=1204 frames, utt_pad_proportion=0.07648, over 8210.92 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3066, pruned_loss=0.06987, over 2476307.95 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07463, over 24783.47 utterances.], batch size: 85, lr: 3.62e-04
2022-08-27 03:33:10,008 INFO [train.py:927] (4/8) Epoch 10, batch 17550, giga_loss[loss=0.2054, simple_loss=0.305, pruned_loss=0.05292, over 12390.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02679, over 70.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3032, pruned_loss=0.06775, over 2475769.60 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07612, over 23767.36 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3013, pruned_loss=0.07231, over 2467864.28 frames. utt_duration=1209 frames, utt_pad_proportion=0.07476, over 8175.99 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3045, pruned_loss=0.06826, over 2476285.70 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07721, over 25411.42 utterances.], batch size: 70, lr: 3.62e-04
2022-08-27 03:34:52,370 INFO [train.py:927] (4/8) Epoch 10, batch 17600, giga_loss[loss=0.18, simple_loss=0.2783, pruned_loss=0.04088, over 12429.00 frames. utt_duration=711.7 frames, utt_pad_proportion=0.02375, over 70.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.301, pruned_loss=0.06559, over 2475874.66 frames. utt_duration=421.6 frames, utt_pad_proportion=0.07209, over 23569.20 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3015, pruned_loss=0.07244, over 2467826.21 frames. utt_duration=1209 frames, utt_pad_proportion=0.07415, over 8178.43 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.302, pruned_loss=0.0658, over 2476427.54 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07335, over 25071.46 utterances.], batch size: 70, lr: 3.62e-04
2022-08-27 03:36:36,507 INFO [train.py:927] (4/8) Epoch 10, batch 17650, giga_loss[loss=0.2002, simple_loss=0.2888, pruned_loss=0.05582, over 12423.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04194, over 146.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2984, pruned_loss=0.06368, over 2475511.20 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07257, over 23675.58 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3015, pruned_loss=0.07225, over 2467337.29 frames. utt_duration=1215 frames, utt_pad_proportion=0.07255, over 8129.72 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2991, pruned_loss=0.06381, over 2476608.45 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07396, over 25321.51 utterances.], batch size: 146, lr: 3.62e-04
2022-08-27 03:38:20,357 INFO [train.py:927] (4/8) Epoch 10, batch 17700, giga_loss[loss=0.1972, simple_loss=0.2962, pruned_loss=0.04912, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2953, pruned_loss=0.06217, over 2475837.85 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0726, over 24008.28 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3011, pruned_loss=0.07201, over 2467229.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.07207, over 8108.46 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2962, pruned_loss=0.06242, over 2476886.03 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07382, over 25474.86 utterances.], batch size: 75, lr: 3.62e-04
2022-08-27 03:40:15,300 INFO [train.py:927] (4/8) Epoch 10, batch 17750, giga_loss[loss=0.2263, simple_loss=0.3058, pruned_loss=0.07338, over 12399.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2963, pruned_loss=0.0627, over 2475032.76 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07352, over 24263.89 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.301, pruned_loss=0.07203, over 2467090.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.06976, over 8071.87 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2969, pruned_loss=0.06243, over 2476402.40 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07509, over 26228.75 utterances.], batch size: 259, lr: 3.62e-04
2022-08-27 03:42:14,627 INFO [train.py:927] (4/8) Epoch 10, batch 17800, giga_loss[loss=0.2232, simple_loss=0.3116, pruned_loss=0.06741, over 12444.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03702, over 133.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2979, pruned_loss=0.06287, over 2475850.06 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07247, over 24751.74 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3009, pruned_loss=0.07211, over 2467266.47 frames. utt_duration=1215 frames, utt_pad_proportion=0.07266, over 8132.06 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06237, over 2476981.13 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07291, over 26653.47 utterances.], batch size: 133, lr: 3.62e-04
2022-08-27 03:44:11,448 INFO [train.py:927] (4/8) Epoch 10, batch 17850, giga_loss[loss=0.2058, simple_loss=0.3029, pruned_loss=0.05432, over 12424.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2965, pruned_loss=0.06162, over 2476050.81 frames. utt_duration=404 frames, utt_pad_proportion=0.06959, over 24598.12 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3007, pruned_loss=0.07195, over 2467373.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.07131, over 8108.07 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06115, over 2477041.46 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07048, over 26497.31 utterances.], batch size: 161, lr: 3.62e-04
2022-08-27 03:46:20,859 INFO [train.py:927] (4/8) Epoch 10, batch 17900, giga_loss[loss=0.1683, simple_loss=0.2566, pruned_loss=0.03999, over 12343.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.02744, over 62.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2947, pruned_loss=0.0605, over 2476309.43 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07164, over 24988.27 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3012, pruned_loss=0.07229, over 2467584.94 frames. utt_duration=1208 frames, utt_pad_proportion=0.07525, over 8183.01 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2945, pruned_loss=0.05968, over 2476974.54 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07101, over 26569.34 utterances.], batch size: 62, lr: 3.62e-04
2022-08-27 03:48:15,415 INFO [train.py:927] (4/8) Epoch 10, batch 17950, giga_loss[loss=0.2076, simple_loss=0.2973, pruned_loss=0.05893, over 12410.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03111, over 122.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2928, pruned_loss=0.05961, over 2476683.94 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07131, over 25585.79 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3012, pruned_loss=0.07233, over 2467455.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07446, over 8166.35 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.05878, over 2477447.49 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07103, over 27074.87 utterances.], batch size: 122, lr: 3.62e-04
2022-08-27 03:50:18,624 INFO [train.py:927] (4/8) Epoch 10, batch 18000, giga_loss[loss=0.2112, simple_loss=0.3067, pruned_loss=0.05789, over 12454.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03075, over 55.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2944, pruned_loss=0.05955, over 2477433.25 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06926, over 24840.07 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3012, pruned_loss=0.07227, over 2467497.10 frames. utt_duration=1212 frames, utt_pad_proportion=0.0736, over 8151.94 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05876, over 2478126.46 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06936, over 26266.01 utterances.], batch size: 55, lr: 3.62e-04
2022-08-27 03:50:18,624 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 03:50:32,438 INFO [train.py:967] (4/8) 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 03:52:43,787 INFO [train.py:927] (4/8) Epoch 10, batch 18050, giga_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.06022, over 12358.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03327, over 97.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2926, pruned_loss=0.05852, over 2477443.25 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06861, over 24269.95 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.301, pruned_loss=0.07236, over 2467358.61 frames. utt_duration=1207 frames, utt_pad_proportion=0.07683, over 8190.28 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2923, pruned_loss=0.05752, over 2478274.47 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06764, over 25650.07 utterances.], batch size: 97, lr: 3.62e-04
2022-08-27 03:54:44,794 INFO [train.py:927] (4/8) Epoch 10, batch 18100, giga_loss[loss=0.2385, simple_loss=0.3168, pruned_loss=0.08008, over 12383.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.0554, over 181.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05911, over 2477593.66 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06726, over 23994.65 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3008, pruned_loss=0.0725, over 2467632.51 frames. utt_duration=1201 frames, utt_pad_proportion=0.0791, over 8230.88 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2941, pruned_loss=0.05776, over 2478319.60 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06582, over 25574.67 utterances.], batch size: 181, lr: 3.62e-04
2022-08-27 03:56:45,233 INFO [train.py:927] (4/8) Epoch 10, batch 18150, giga_loss[loss=0.2043, simple_loss=0.2958, pruned_loss=0.0564, over 12410.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02492, over 85.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2948, pruned_loss=0.05823, over 2477181.05 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06821, over 24561.31 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2999, pruned_loss=0.07201, over 2467016.20 frames. utt_duration=1210 frames, utt_pad_proportion=0.07754, over 8167.71 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2952, pruned_loss=0.05723, over 2478625.70 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06741, over 26343.84 utterances.], batch size: 85, lr: 3.62e-04
2022-08-27 03:58:49,634 INFO [train.py:927] (4/8) Epoch 10, batch 18200, libri_loss[loss=0.1873, simple_loss=0.2651, pruned_loss=0.05473, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01043, over 28.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2963, pruned_loss=0.05898, over 2477354.47 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06881, over 24667.99 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2998, pruned_loss=0.07194, over 2466720.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.07618, over 8130.91 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2966, pruned_loss=0.05795, over 2478997.85 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06846, over 26493.60 utterances.], batch size: 28, lr: 3.62e-04
2022-08-27 04:01:13,339 INFO [train.py:927] (4/8) Epoch 10, batch 18250, giga_loss[loss=0.2174, simple_loss=0.3012, pruned_loss=0.06679, over 12328.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02729, over 79.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2963, pruned_loss=0.06007, over 2477587.20 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07055, over 24758.46 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2994, pruned_loss=0.07185, over 2467044.68 frames. utt_duration=1220 frames, utt_pad_proportion=0.07539, over 8101.09 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2969, pruned_loss=0.05917, over 2478738.58 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07038, over 26459.73 utterances.], batch size: 79, lr: 3.62e-04
2022-08-27 04:03:15,999 INFO [train.py:927] (4/8) Epoch 10, batch 18300, libri_loss[loss=0.198, simple_loss=0.2722, pruned_loss=0.06184, over 12273.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007393, over 32.00 utterances.], tot_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.05906, over 2478059.05 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06747, over 24197.75 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2993, pruned_loss=0.07177, over 2466794.80 frames. utt_duration=1223 frames, utt_pad_proportion=0.07399, over 8079.44 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2945, pruned_loss=0.05807, over 2479506.40 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06788, over 26036.29 utterances.], batch size: 32, lr: 3.62e-04
2022-08-27 04:05:23,932 INFO [train.py:927] (4/8) Epoch 10, batch 18350, giga_loss[loss=0.1955, simple_loss=0.2802, pruned_loss=0.05537, over 12444.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03088, over 98.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.05772, over 2477996.06 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06657, over 23864.78 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2992, pruned_loss=0.07172, over 2466996.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.07292, over 8056.07 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2914, pruned_loss=0.05673, over 2479155.04 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06724, over 25630.60 utterances.], batch size: 98, lr: 3.62e-04
2022-08-27 04:07:24,749 INFO [train.py:927] (4/8) Epoch 10, batch 18400, giga_loss[loss=0.1875, simple_loss=0.2741, pruned_loss=0.0504, over 12451.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02607, over 122.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2928, pruned_loss=0.05851, over 2478402.44 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06919, over 24099.18 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2993, pruned_loss=0.07176, over 2467291.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.07505, over 8106.62 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05719, over 2479458.74 frames. utt_duration=382 frames, utt_pad_proportion=0.06889, over 26040.89 utterances.], batch size: 122, lr: 3.62e-04
2022-08-27 04:09:22,049 INFO [train.py:927] (4/8) Epoch 10, batch 18450, giga_loss[loss=0.2004, simple_loss=0.2925, pruned_loss=0.05415, over 12391.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04942, over 161.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2922, pruned_loss=0.05887, over 2478575.62 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06619, over 23443.73 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2993, pruned_loss=0.0717, over 2467384.63 frames. utt_duration=1218 frames, utt_pad_proportion=0.07435, over 8112.99 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.0577, over 2479482.96 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06632, over 25199.06 utterances.], batch size: 161, lr: 3.62e-04
2022-08-27 04:11:33,471 INFO [train.py:927] (4/8) Epoch 10, batch 18500, giga_loss[loss=0.1894, simple_loss=0.2861, pruned_loss=0.04639, over 12382.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06772, over 211.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05869, over 2478822.48 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06461, over 23312.62 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2994, pruned_loss=0.07177, over 2467386.61 frames. utt_duration=1219 frames, utt_pad_proportion=0.07375, over 8105.87 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.0576, over 2479638.96 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06496, over 24834.64 utterances.], batch size: 211, lr: 3.62e-04
2022-08-27 04:13:52,950 INFO [train.py:927] (4/8) Epoch 10, batch 18550, giga_loss[loss=0.1741, simple_loss=0.2571, pruned_loss=0.04559, over 12319.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03681, over 51.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2918, pruned_loss=0.05757, over 2479076.93 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06723, over 23742.63 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2995, pruned_loss=0.07177, over 2467563.68 frames. utt_duration=1218 frames, utt_pad_proportion=0.07345, over 8110.96 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2914, pruned_loss=0.05647, over 2479760.17 frames. utt_duration=394.7 frames, utt_pad_proportion=0.0674, over 25203.55 utterances.], batch size: 51, lr: 3.62e-04
2022-08-27 04:15:53,845 INFO [train.py:927] (4/8) Epoch 10, batch 18600, giga_loss[loss=0.2075, simple_loss=0.3053, pruned_loss=0.05487, over 12385.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04555, over 146.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2868, pruned_loss=0.05596, over 2478828.68 frames. utt_duration=438.3 frames, utt_pad_proportion=0.06404, over 22682.71 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2996, pruned_loss=0.07187, over 2467611.16 frames. utt_duration=1221 frames, utt_pad_proportion=0.07234, over 8091.95 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2862, pruned_loss=0.05473, over 2479535.91 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06465, over 24131.37 utterances.], batch size: 146, lr: 3.62e-04
2022-08-27 04:17:50,130 INFO [train.py:927] (4/8) Epoch 10, batch 18650, giga_loss[loss=0.1958, simple_loss=0.2848, pruned_loss=0.05336, over 12309.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03341, over 70.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2876, pruned_loss=0.05643, over 2478102.62 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06655, over 23416.68 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2995, pruned_loss=0.0718, over 2467192.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.07123, over 8076.91 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05516, over 2479293.90 frames. utt_duration=399 frames, utt_pad_proportion=0.06722, over 24927.57 utterances.], batch size: 70, lr: 3.61e-04
2022-08-27 04:19:50,171 INFO [train.py:927] (4/8) Epoch 10, batch 18700, giga_loss[loss=0.1924, simple_loss=0.2858, pruned_loss=0.04949, over 12412.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03121, over 122.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2871, pruned_loss=0.05583, over 2478165.60 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06468, over 23302.99 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2996, pruned_loss=0.07177, over 2467466.96 frames. utt_duration=1225 frames, utt_pad_proportion=0.07001, over 8068.08 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2862, pruned_loss=0.05449, over 2479109.64 frames. utt_duration=400 frames, utt_pad_proportion=0.06564, over 24863.68 utterances.], batch size: 122, lr: 3.61e-04
2022-08-27 04:22:03,825 INFO [train.py:927] (4/8) Epoch 10, batch 18750, giga_loss[loss=0.1857, simple_loss=0.2772, pruned_loss=0.04708, over 12456.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03696, over 105.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2851, pruned_loss=0.05534, over 2477927.98 frames. utt_duration=411.6 frames, utt_pad_proportion=0.07002, over 24150.67 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.07165, over 2467559.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06888, over 8042.80 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2842, pruned_loss=0.05403, over 2478830.12 frames. utt_duration=386 frames, utt_pad_proportion=0.07079, over 25766.62 utterances.], batch size: 105, lr: 3.61e-04
2022-08-27 04:24:13,119 INFO [train.py:927] (4/8) Epoch 10, batch 18800, giga_loss[loss=0.2043, simple_loss=0.2815, pruned_loss=0.06358, over 12312.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03524, over 51.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2859, pruned_loss=0.05602, over 2477994.64 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06842, over 24988.59 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2996, pruned_loss=0.07159, over 2467915.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06763, over 8027.73 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2848, pruned_loss=0.05468, over 2478627.88 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06944, over 26643.32 utterances.], batch size: 51, lr: 3.61e-04
2022-08-27 04:26:09,104 INFO [train.py:927] (4/8) Epoch 10, batch 18850, giga_loss[loss=0.1757, simple_loss=0.2531, pruned_loss=0.04915, over 12376.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1728, over 355.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2856, pruned_loss=0.05608, over 2477674.86 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06871, over 25173.99 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2998, pruned_loss=0.07172, over 2468002.49 frames. utt_duration=1219 frames, utt_pad_proportion=0.07145, over 8105.59 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2845, pruned_loss=0.05487, over 2478141.23 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06859, over 26473.79 utterances.], batch size: 355, lr: 3.61e-04
2022-08-27 04:28:08,846 INFO [train.py:927] (4/8) Epoch 10, batch 18900, giga_loss[loss=0.1913, simple_loss=0.2847, pruned_loss=0.0489, over 12434.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03586, over 43.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2884, pruned_loss=0.0561, over 2477461.03 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06818, over 24891.74 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3003, pruned_loss=0.07173, over 2467803.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.07006, over 8081.19 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2868, pruned_loss=0.05478, over 2478225.35 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06847, over 26325.33 utterances.], batch size: 43, lr: 3.61e-04
2022-08-27 04:30:03,154 INFO [train.py:927] (4/8) Epoch 10, batch 18950, giga_loss[loss=0.1779, simple_loss=0.2689, pruned_loss=0.0434, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02779, over 45.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2889, pruned_loss=0.05592, over 2476760.94 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0661, over 24035.72 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3, pruned_loss=0.0718, over 2467607.00 frames. utt_duration=1218 frames, utt_pad_proportion=0.07295, over 8115.23 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2876, pruned_loss=0.05435, over 2477802.26 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06556, over 25607.26 utterances.], batch size: 45, lr: 3.61e-04
2022-08-27 04:32:03,961 INFO [train.py:927] (4/8) Epoch 10, batch 19000, giga_loss[loss=0.1671, simple_loss=0.2621, pruned_loss=0.03602, over 12415.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05814, over 182.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2871, pruned_loss=0.05477, over 2477201.35 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0635, over 23556.27 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3, pruned_loss=0.07192, over 2467565.21 frames. utt_duration=1221 frames, utt_pad_proportion=0.0719, over 8096.17 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.05313, over 2478220.52 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06347, over 25091.83 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:34:01,427 INFO [train.py:927] (4/8) Epoch 10, batch 19050, giga_loss[loss=0.168, simple_loss=0.2589, pruned_loss=0.03857, over 12355.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03056, over 58.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2865, pruned_loss=0.05469, over 2477333.16 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06033, over 23148.74 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2999, pruned_loss=0.07188, over 2467914.87 frames. utt_duration=1223 frames, utt_pad_proportion=0.07056, over 8080.96 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2853, pruned_loss=0.05305, over 2478049.07 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06082, over 24722.52 utterances.], batch size: 58, lr: 3.61e-04
2022-08-27 04:36:04,128 INFO [train.py:927] (4/8) Epoch 10, batch 19100, giga_loss[loss=0.2239, simple_loss=0.3096, pruned_loss=0.0691, over 12408.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03623, over 113.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2887, pruned_loss=0.05617, over 2477180.04 frames. utt_duration=435.2 frames, utt_pad_proportion=0.05919, over 22834.19 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2993, pruned_loss=0.07161, over 2467939.44 frames. utt_duration=1218 frames, utt_pad_proportion=0.07349, over 8115.05 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2879, pruned_loss=0.05471, over 2477947.51 frames. utt_duration=407.6 frames, utt_pad_proportion=0.05856, over 24389.04 utterances.], batch size: 113, lr: 3.61e-04
2022-08-27 04:37:57,315 INFO [train.py:927] (4/8) Epoch 10, batch 19150, giga_loss[loss=0.2258, simple_loss=0.3182, pruned_loss=0.06671, over 12423.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02998, over 122.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.291, pruned_loss=0.058, over 2477080.70 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06333, over 24221.32 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2991, pruned_loss=0.07154, over 2467769.26 frames. utt_duration=1212 frames, utt_pad_proportion=0.07601, over 8154.02 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.0565, over 2478115.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06173, over 25868.76 utterances.], batch size: 122, lr: 3.61e-04
2022-08-27 04:39:57,317 INFO [train.py:927] (4/8) Epoch 10, batch 19200, giga_loss[loss=0.1846, simple_loss=0.2771, pruned_loss=0.04608, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02496, over 80.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2934, pruned_loss=0.059, over 2477459.51 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06486, over 24701.90 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.299, pruned_loss=0.07148, over 2468127.94 frames. utt_duration=1216 frames, utt_pad_proportion=0.07484, over 8128.16 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2928, pruned_loss=0.0576, over 2478117.60 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06379, over 26314.46 utterances.], batch size: 80, lr: 3.61e-04
2022-08-27 04:42:14,307 INFO [train.py:927] (4/8) Epoch 10, batch 19250, giga_loss[loss=0.173, simple_loss=0.2648, pruned_loss=0.04062, over 12438.00 frames. utt_duration=586.4 frames, utt_pad_proportion=0.02437, over 85.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2921, pruned_loss=0.05851, over 2477193.30 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06477, over 24215.07 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2986, pruned_loss=0.07124, over 2468145.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.07232, over 8087.77 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05705, over 2478143.32 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06445, over 26291.09 utterances.], batch size: 85, lr: 3.61e-04
2022-08-27 04:44:09,270 INFO [train.py:927] (4/8) Epoch 10, batch 19300, giga_loss[loss=0.1979, simple_loss=0.2901, pruned_loss=0.05283, over 12362.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03255, over 97.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2909, pruned_loss=0.05812, over 2476913.42 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06266, over 23573.15 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2988, pruned_loss=0.07148, over 2468186.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07621, over 8168.57 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2903, pruned_loss=0.05638, over 2477906.55 frames. utt_duration=388.4 frames, utt_pad_proportion=0.0613, over 25599.09 utterances.], batch size: 97, lr: 3.61e-04
2022-08-27 04:46:14,379 INFO [train.py:927] (4/8) Epoch 10, batch 19350, giga_loss[loss=0.2131, simple_loss=0.2859, pruned_loss=0.07021, over 12408.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09603, over 256.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2888, pruned_loss=0.05741, over 2476892.45 frames. utt_duration=432.9 frames, utt_pad_proportion=0.05965, over 22949.09 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2984, pruned_loss=0.07124, over 2467782.02 frames. utt_duration=1215 frames, utt_pad_proportion=0.07523, over 8136.46 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2885, pruned_loss=0.056, over 2478224.45 frames. utt_duration=399.9 frames, utt_pad_proportion=0.05897, over 24863.43 utterances.], batch size: 256, lr: 3.61e-04
2022-08-27 04:48:08,937 INFO [train.py:927] (4/8) Epoch 10, batch 19400, giga_loss[loss=0.2071, simple_loss=0.2943, pruned_loss=0.05994, over 12408.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2883, pruned_loss=0.05702, over 2476659.29 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06238, over 23361.39 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.298, pruned_loss=0.07112, over 2467232.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.07347, over 8081.36 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2881, pruned_loss=0.05552, over 2478547.46 frames. utt_duration=390.4 frames, utt_pad_proportion=0.062, over 25474.53 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:50:06,122 INFO [train.py:927] (4/8) Epoch 10, batch 19450, giga_loss[loss=0.212, simple_loss=0.2999, pruned_loss=0.06205, over 12423.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03022, over 122.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2901, pruned_loss=0.05656, over 2477001.05 frames. utt_duration=425 frames, utt_pad_proportion=0.06181, over 23381.04 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2979, pruned_loss=0.07112, over 2467257.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.07252, over 8065.13 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2897, pruned_loss=0.05496, over 2478757.42 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06174, over 25513.19 utterances.], batch size: 122, lr: 3.61e-04
2022-08-27 04:52:10,425 INFO [train.py:927] (4/8) Epoch 10, batch 19500, giga_loss[loss=0.1988, simple_loss=0.2948, pruned_loss=0.05138, over 12340.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03145, over 58.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.05675, over 2477531.86 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06338, over 23445.20 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2983, pruned_loss=0.07145, over 2467430.28 frames. utt_duration=1205 frames, utt_pad_proportion=0.07949, over 8203.15 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2904, pruned_loss=0.05476, over 2479028.81 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06088, over 25429.19 utterances.], batch size: 58, lr: 3.61e-04
2022-08-27 04:54:14,926 INFO [train.py:927] (4/8) Epoch 10, batch 19550, giga_loss[loss=0.1855, simple_loss=0.2808, pruned_loss=0.04516, over 12388.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04984, over 161.00 utterances.], tot_loss[loss=0.202, simple_loss=0.291, pruned_loss=0.05646, over 2478042.11 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06263, over 23460.51 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2986, pruned_loss=0.07164, over 2467803.59 frames. utt_duration=1204 frames, utt_pad_proportion=0.0785, over 8208.10 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2899, pruned_loss=0.05435, over 2479179.93 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06081, over 25422.82 utterances.], batch size: 161, lr: 3.61e-04
2022-08-27 04:56:28,860 INFO [train.py:927] (4/8) Epoch 10, batch 19600, giga_loss[loss=0.2202, simple_loss=0.3152, pruned_loss=0.0626, over 12430.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03734, over 105.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05682, over 2478021.46 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06517, over 24155.98 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2984, pruned_loss=0.07158, over 2467799.28 frames. utt_duration=1206 frames, utt_pad_proportion=0.07791, over 8194.07 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2912, pruned_loss=0.05509, over 2479000.52 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06372, over 25832.21 utterances.], batch size: 105, lr: 3.61e-04
2022-08-27 04:58:47,797 INFO [train.py:927] (4/8) Epoch 10, batch 19650, giga_loss[loss=0.2058, simple_loss=0.2988, pruned_loss=0.05643, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05838, over 182.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2943, pruned_loss=0.05714, over 2478446.13 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06298, over 23666.65 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2989, pruned_loss=0.07168, over 2467796.39 frames. utt_duration=1209 frames, utt_pad_proportion=0.07698, over 8178.24 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2932, pruned_loss=0.0555, over 2479339.62 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06215, over 25213.21 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 05:01:06,758 INFO [train.py:927] (4/8) Epoch 10, batch 19700, giga_loss[loss=0.1866, simple_loss=0.2756, pruned_loss=0.04879, over 12387.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02676, over 85.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2922, pruned_loss=0.05656, over 2478756.27 frames. utt_duration=438.5 frames, utt_pad_proportion=0.05948, over 22673.59 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2987, pruned_loss=0.07163, over 2467800.81 frames. utt_duration=1212 frames, utt_pad_proportion=0.07557, over 8155.99 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2913, pruned_loss=0.05496, over 2479710.75 frames. utt_duration=409.8 frames, utt_pad_proportion=0.05932, over 24273.92 utterances.], batch size: 85, lr: 3.61e-04
2022-08-27 05:03:05,208 INFO [train.py:927] (4/8) Epoch 10, batch 19750, giga_loss[loss=0.1928, simple_loss=0.2923, pruned_loss=0.04664, over 12350.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.038, over 113.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2914, pruned_loss=0.05578, over 2478878.14 frames. utt_duration=434.6 frames, utt_pad_proportion=0.05874, over 22879.49 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2984, pruned_loss=0.07152, over 2467952.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.07405, over 8117.78 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2908, pruned_loss=0.05416, over 2479804.68 frames. utt_duration=404.2 frames, utt_pad_proportion=0.059, over 24612.97 utterances.], batch size: 113, lr: 3.61e-04
2022-08-27 05:05:02,045 INFO [train.py:927] (4/8) Epoch 10, batch 19800, giga_loss[loss=0.2313, simple_loss=0.3208, pruned_loss=0.07088, over 12453.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2939, pruned_loss=0.05711, over 2478378.15 frames. utt_duration=427 frames, utt_pad_proportion=0.05835, over 23282.73 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2981, pruned_loss=0.07135, over 2467701.23 frames. utt_duration=1222 frames, utt_pad_proportion=0.07298, over 8090.64 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2936, pruned_loss=0.0557, over 2479567.20 frames. utt_duration=398.4 frames, utt_pad_proportion=0.05884, over 24968.87 utterances.], batch size: 162, lr: 3.61e-04
2022-08-27 05:06:52,833 INFO [train.py:927] (4/8) Epoch 10, batch 19850, giga_loss[loss=0.2032, simple_loss=0.2952, pruned_loss=0.05558, over 12414.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2916, pruned_loss=0.05638, over 2478178.81 frames. utt_duration=441.1 frames, utt_pad_proportion=0.05692, over 22534.36 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.298, pruned_loss=0.07132, over 2467708.71 frames. utt_duration=1224 frames, utt_pad_proportion=0.07218, over 8072.41 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2914, pruned_loss=0.05509, over 2479240.09 frames. utt_duration=412.9 frames, utt_pad_proportion=0.05758, over 24083.58 utterances.], batch size: 133, lr: 3.61e-04
2022-08-27 05:08:45,654 INFO [train.py:927] (4/8) Epoch 10, batch 19900, giga_loss[loss=0.2122, simple_loss=0.3112, pruned_loss=0.05664, over 12424.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.0336, over 75.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05697, over 2477598.16 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06111, over 23244.46 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2978, pruned_loss=0.07114, over 2467450.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.07156, over 8041.48 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2922, pruned_loss=0.05592, over 2478810.43 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06152, over 24697.15 utterances.], batch size: 75, lr: 3.61e-04
2022-08-27 05:10:30,289 INFO [train.py:927] (4/8) Epoch 10, batch 19950, giga_loss[loss=0.2125, simple_loss=0.3008, pruned_loss=0.06207, over 12422.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06266, over 183.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2993, pruned_loss=0.06109, over 2476547.00 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06316, over 22864.90 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2981, pruned_loss=0.07132, over 2467753.45 frames. utt_duration=1218 frames, utt_pad_proportion=0.07484, over 8115.49 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.299, pruned_loss=0.05983, over 2477449.43 frames. utt_duration=409 frames, utt_pad_proportion=0.06227, over 24301.37 utterances.], batch size: 183, lr: 3.61e-04
2022-08-27 05:12:15,174 INFO [train.py:927] (4/8) Epoch 10, batch 20000, giga_loss[loss=0.2034, simple_loss=0.2914, pruned_loss=0.05767, over 12455.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0404, over 114.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2975, pruned_loss=0.06092, over 2475408.83 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06153, over 21314.50 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2979, pruned_loss=0.07117, over 2467736.69 frames. utt_duration=1218 frames, utt_pad_proportion=0.07453, over 8113.95 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2974, pruned_loss=0.05988, over 2476272.15 frames. utt_duration=437.5 frames, utt_pad_proportion=0.06092, over 22707.33 utterances.], batch size: 114, lr: 3.61e-04
2022-08-27 05:13:56,381 INFO [train.py:927] (4/8) Epoch 10, batch 20050, giga_loss[loss=0.1802, simple_loss=0.2646, pruned_loss=0.04795, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03676, over 105.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2918, pruned_loss=0.05925, over 2475437.48 frames. utt_duration=475.1 frames, utt_pad_proportion=0.05962, over 20901.63 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2981, pruned_loss=0.0713, over 2467779.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.07307, over 8096.27 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2915, pruned_loss=0.05805, over 2476226.89 frames. utt_duration=445 frames, utt_pad_proportion=0.05962, over 22322.77 utterances.], batch size: 105, lr: 3.61e-04
2022-08-27 05:15:35,731 INFO [train.py:927] (4/8) Epoch 10, batch 20100, giga_loss[loss=0.1553, simple_loss=0.2406, pruned_loss=0.03503, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03026, over 97.00 utterances.], tot_loss[loss=0.199, simple_loss=0.284, pruned_loss=0.05696, over 2474636.01 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06067, over 20818.27 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2972, pruned_loss=0.07088, over 2467464.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.07182, over 8048.39 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2843, pruned_loss=0.05607, over 2475729.50 frames. utt_duration=445.9 frames, utt_pad_proportion=0.06093, over 22275.12 utterances.], batch size: 97, lr: 3.60e-04
2022-08-27 05:17:15,319 INFO [train.py:927] (4/8) Epoch 10, batch 20150, giga_loss[loss=0.1754, simple_loss=0.2694, pruned_loss=0.0407, over 12364.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02872, over 91.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2796, pruned_loss=0.05576, over 2474943.39 frames. utt_duration=492.9 frames, utt_pad_proportion=0.05998, over 20143.13 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2974, pruned_loss=0.07106, over 2467801.21 frames. utt_duration=1216 frames, utt_pad_proportion=0.07566, over 8130.69 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2791, pruned_loss=0.05439, over 2475757.14 frames. utt_duration=459 frames, utt_pad_proportion=0.05867, over 21639.30 utterances.], batch size: 91, lr: 3.60e-04
2022-08-27 05:18:56,329 INFO [train.py:927] (4/8) Epoch 10, batch 20200, giga_loss[loss=0.1802, simple_loss=0.2639, pruned_loss=0.04827, over 12365.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.275, pruned_loss=0.05427, over 2474358.96 frames. utt_duration=495.6 frames, utt_pad_proportion=0.0604, over 20027.75 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2976, pruned_loss=0.07112, over 2467727.36 frames. utt_duration=1220 frames, utt_pad_proportion=0.07427, over 8102.59 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.274, pruned_loss=0.05279, over 2475231.94 frames. utt_duration=461.8 frames, utt_pad_proportion=0.05966, over 21504.86 utterances.], batch size: 91, lr: 3.60e-04
2022-08-27 05:20:39,415 INFO [train.py:927] (4/8) Epoch 10, batch 20250, giga_loss[loss=0.1591, simple_loss=0.2366, pruned_loss=0.04077, over 12301.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02375, over 54.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2706, pruned_loss=0.05239, over 2474218.65 frames. utt_duration=512.9 frames, utt_pad_proportion=0.05834, over 19349.89 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2978, pruned_loss=0.07121, over 2467820.73 frames. utt_duration=1210 frames, utt_pad_proportion=0.07815, over 8169.19 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2692, pruned_loss=0.05082, over 2474931.46 frames. utt_duration=480.5 frames, utt_pad_proportion=0.05624, over 20662.48 utterances.], batch size: 54, lr: 3.60e-04
2022-08-27 05:22:21,998 INFO [train.py:927] (4/8) Epoch 10, batch 20300, giga_loss[loss=0.1639, simple_loss=0.2463, pruned_loss=0.0408, over 12329.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03338, over 85.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2653, pruned_loss=0.05016, over 2473975.60 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06367, over 19329.92 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2975, pruned_loss=0.07104, over 2467637.45 frames. utt_duration=1214 frames, utt_pad_proportion=0.07733, over 8140.81 utterances.], giga_tot_loss[loss=0.1809, simple_loss=0.2642, pruned_loss=0.04881, over 2474761.67 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06192, over 20537.87 utterances.], batch size: 85, lr: 3.60e-04
2022-08-27 05:24:04,506 INFO [train.py:927] (4/8) Epoch 10, batch 20350, giga_loss[loss=0.1627, simple_loss=0.2363, pruned_loss=0.04453, over 12387.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04116, over 133.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2603, pruned_loss=0.04838, over 2473015.32 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06341, over 19201.96 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2976, pruned_loss=0.07111, over 2467227.51 frames. utt_duration=1215 frames, utt_pad_proportion=0.07672, over 8134.83 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2588, pruned_loss=0.04694, over 2474091.63 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06217, over 20313.01 utterances.], batch size: 133, lr: 3.60e-04
2022-08-27 05:25:48,413 INFO [train.py:927] (4/8) Epoch 10, batch 20400, giga_loss[loss=0.3687, simple_loss=0.4018, pruned_loss=0.1678, over 12378.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2659, pruned_loss=0.05144, over 2474136.50 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06273, over 19794.16 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.07126, over 2467317.52 frames. utt_duration=1219 frames, utt_pad_proportion=0.07525, over 8103.85 utterances.], giga_tot_loss[loss=0.1814, simple_loss=0.2635, pruned_loss=0.04963, over 2475074.84 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06225, over 20989.62 utterances.], batch size: 257, lr: 3.60e-04
2022-08-27 05:27:32,094 INFO [train.py:927] (4/8) Epoch 10, batch 20450, libri_loss[loss=0.277, simple_loss=0.3394, pruned_loss=0.1074, over 12306.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006934, over 36.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2763, pruned_loss=0.05605, over 2473468.32 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06472, over 19020.55 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2987, pruned_loss=0.07173, over 2467450.18 frames. utt_duration=1209 frames, utt_pad_proportion=0.07487, over 8170.63 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2724, pruned_loss=0.05332, over 2474408.38 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06414, over 20445.29 utterances.], batch size: 36, lr: 3.60e-04
2022-08-27 05:29:15,680 INFO [train.py:927] (4/8) Epoch 10, batch 20500, giga_loss[loss=0.1868, simple_loss=0.274, pruned_loss=0.0498, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03191, over 45.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.282, pruned_loss=0.0578, over 2473165.47 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06548, over 18600.25 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2984, pruned_loss=0.07165, over 2467311.12 frames. utt_duration=1215 frames, utt_pad_proportion=0.07394, over 8129.56 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2788, pruned_loss=0.05543, over 2474130.18 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06525, over 19954.06 utterances.], batch size: 45, lr: 3.60e-04
2022-08-27 05:30:59,128 INFO [train.py:927] (4/8) Epoch 10, batch 20550, giga_loss[loss=0.2073, simple_loss=0.2906, pruned_loss=0.06198, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03195, over 80.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2857, pruned_loss=0.05854, over 2473763.21 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06338, over 18827.26 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2981, pruned_loss=0.07149, over 2467196.33 frames. utt_duration=1219 frames, utt_pad_proportion=0.07313, over 8104.75 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2832, pruned_loss=0.05663, over 2474699.12 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06358, over 20052.82 utterances.], batch size: 80, lr: 3.60e-04
2022-08-27 05:32:41,483 INFO [train.py:927] (4/8) Epoch 10, batch 20600, giga_loss[loss=0.2114, simple_loss=0.3033, pruned_loss=0.05976, over 12329.00 frames. utt_duration=749 frames, utt_pad_proportion=0.03109, over 66.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2899, pruned_loss=0.06084, over 2473015.07 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06874, over 18915.73 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2985, pruned_loss=0.07177, over 2467320.77 frames. utt_duration=1198 frames, utt_pad_proportion=0.07986, over 8250.87 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2872, pruned_loss=0.05867, over 2473846.20 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06602, over 20104.86 utterances.], batch size: 66, lr: 3.60e-04
2022-08-27 05:34:24,292 INFO [train.py:927] (4/8) Epoch 10, batch 20650, giga_loss[loss=0.2124, simple_loss=0.3102, pruned_loss=0.05724, over 12458.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2942, pruned_loss=0.06278, over 2473096.74 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06316, over 18061.99 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2985, pruned_loss=0.0717, over 2467195.79 frames. utt_duration=1202 frames, utt_pad_proportion=0.07868, over 8223.12 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.292, pruned_loss=0.06094, over 2473978.44 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06157, over 19220.64 utterances.], batch size: 75, lr: 3.60e-04
2022-08-27 05:36:08,096 INFO [train.py:927] (4/8) Epoch 10, batch 20700, giga_loss[loss=0.2415, simple_loss=0.3205, pruned_loss=0.08127, over 12470.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.04006, over 26.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2975, pruned_loss=0.06446, over 2472634.45 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06707, over 18184.04 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2977, pruned_loss=0.07129, over 2467126.82 frames. utt_duration=1210 frames, utt_pad_proportion=0.07669, over 8168.96 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2964, pruned_loss=0.06312, over 2473589.35 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06621, over 19478.28 utterances.], batch size: 26, lr: 3.60e-04
2022-08-27 05:37:58,015 INFO [train.py:927] (4/8) Epoch 10, batch 20750, giga_loss[loss=0.2091, simple_loss=0.3007, pruned_loss=0.0588, over 12380.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06413, over 2472468.87 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06614, over 17927.99 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2971, pruned_loss=0.07106, over 2466858.54 frames. utt_duration=1213 frames, utt_pad_proportion=0.07607, over 8144.66 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2983, pruned_loss=0.0631, over 2473652.37 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06566, over 19257.68 utterances.], batch size: 48, lr: 3.60e-04
2022-08-27 05:39:40,196 INFO [train.py:927] (4/8) Epoch 10, batch 20800, giga_loss[loss=0.2096, simple_loss=0.2985, pruned_loss=0.0604, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02753, over 45.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2986, pruned_loss=0.06411, over 2472127.89 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06608, over 17945.55 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2968, pruned_loss=0.07077, over 2467011.86 frames. utt_duration=1219 frames, utt_pad_proportion=0.07399, over 8107.74 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2988, pruned_loss=0.0633, over 2473143.94 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06637, over 19419.88 utterances.], batch size: 45, lr: 3.60e-04
2022-08-27 05:41:25,661 INFO [train.py:927] (4/8) Epoch 10, batch 20850, libri_loss[loss=0.2055, simple_loss=0.2865, pruned_loss=0.06229, over 12302.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007176, over 36.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3017, pruned_loss=0.06668, over 2471544.68 frames. utt_duration=573 frames, utt_pad_proportion=0.06221, over 17299.38 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.0708, over 2466605.24 frames. utt_duration=1224 frames, utt_pad_proportion=0.07263, over 8072.45 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3018, pruned_loss=0.06589, over 2472842.49 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06317, over 18729.80 utterances.], batch size: 36, lr: 3.60e-04
2022-08-27 05:43:05,042 INFO [train.py:927] (4/8) Epoch 10, batch 20900, giga_loss[loss=0.227, simple_loss=0.2987, pruned_loss=0.07766, over 12355.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3022, pruned_loss=0.06786, over 2470964.87 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05872, over 16833.69 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.297, pruned_loss=0.07086, over 2466588.04 frames. utt_duration=1224 frames, utt_pad_proportion=0.07187, over 8068.33 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3022, pruned_loss=0.06714, over 2472074.09 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05998, over 18091.34 utterances.], batch size: 113, lr: 3.60e-04
2022-08-27 05:44:45,153 INFO [train.py:927] (4/8) Epoch 10, batch 20950, giga_loss[loss=0.2549, simple_loss=0.3241, pruned_loss=0.09283, over 12341.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2067, over 370.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3022, pruned_loss=0.06869, over 2471443.63 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06261, over 17362.62 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2972, pruned_loss=0.07093, over 2466529.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.07002, over 8043.54 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3022, pruned_loss=0.06795, over 2472536.13 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06392, over 18689.99 utterances.], batch size: 370, lr: 3.60e-04
2022-08-27 05:46:27,656 INFO [train.py:927] (4/8) Epoch 10, batch 21000, giga_loss[loss=0.1864, simple_loss=0.274, pruned_loss=0.04943, over 12343.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3012, pruned_loss=0.06782, over 2472421.27 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06448, over 17652.11 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2974, pruned_loss=0.07099, over 2466637.30 frames. utt_duration=1225 frames, utt_pad_proportion=0.07024, over 8061.99 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3011, pruned_loss=0.06716, over 2473233.39 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0653, over 18761.74 utterances.], batch size: 97, lr: 3.60e-04
2022-08-27 05:46:27,657 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 05:46:41,979 INFO [train.py:967] (4/8) Epoch 10, validation: loss=0.1845, simple_loss=0.2964, pruned_loss=0.03624, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 05:48:25,780 INFO [train.py:927] (4/8) Epoch 10, batch 21050, giga_loss[loss=0.1783, simple_loss=0.2589, pruned_loss=0.04882, over 12379.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2972, pruned_loss=0.066, over 2472582.49 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06879, over 18614.70 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2971, pruned_loss=0.07071, over 2466554.67 frames. utt_duration=1231 frames, utt_pad_proportion=0.06872, over 8025.62 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2974, pruned_loss=0.06557, over 2473457.39 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06977, over 19866.78 utterances.], batch size: 212, lr: 3.60e-04
2022-08-27 05:50:08,540 INFO [train.py:927] (4/8) Epoch 10, batch 21100, giga_loss[loss=0.2272, simple_loss=0.2972, pruned_loss=0.07855, over 12402.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07263, over 212.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2932, pruned_loss=0.06492, over 2473031.32 frames. utt_duration=522 frames, utt_pad_proportion=0.06664, over 19004.34 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2973, pruned_loss=0.07087, over 2466495.25 frames. utt_duration=1236 frames, utt_pad_proportion=0.06741, over 7993.31 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2931, pruned_loss=0.06429, over 2473909.87 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06798, over 20269.41 utterances.], batch size: 212, lr: 3.60e-04
2022-08-27 05:51:49,796 INFO [train.py:927] (4/8) Epoch 10, batch 21150, giga_loss[loss=0.2063, simple_loss=0.2881, pruned_loss=0.06223, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2925, pruned_loss=0.06441, over 2472933.19 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06911, over 19155.04 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.297, pruned_loss=0.07066, over 2465983.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06519, over 7942.64 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2925, pruned_loss=0.06382, over 2474372.59 frames. utt_duration=480 frames, utt_pad_proportion=0.07084, over 20685.11 utterances.], batch size: 51, lr: 3.60e-04
2022-08-27 05:53:32,605 INFO [train.py:927] (4/8) Epoch 10, batch 21200, libri_loss[loss=0.2241, simple_loss=0.3064, pruned_loss=0.07096, over 12341.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006435, over 33.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2907, pruned_loss=0.06327, over 2473128.93 frames. utt_duration=541.7 frames, utt_pad_proportion=0.0638, over 18311.89 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2971, pruned_loss=0.07082, over 2466311.61 frames. utt_duration=1243 frames, utt_pad_proportion=0.06428, over 7946.16 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2904, pruned_loss=0.06242, over 2474208.09 frames. utt_duration=499 frames, utt_pad_proportion=0.06598, over 19891.58 utterances.], batch size: 33, lr: 3.60e-04
2022-08-27 05:55:12,188 INFO [train.py:927] (4/8) Epoch 10, batch 21250, giga_loss[loss=0.2068, simple_loss=0.2786, pruned_loss=0.06748, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02899, over 80.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.06247, over 2473325.41 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06342, over 18195.26 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2974, pruned_loss=0.07105, over 2466555.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.06802, over 8016.05 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2874, pruned_loss=0.06148, over 2474050.89 frames. utt_duration=508.6 frames, utt_pad_proportion=0.0638, over 19513.79 utterances.], batch size: 80, lr: 3.60e-04
2022-08-27 05:56:54,375 INFO [train.py:927] (4/8) Epoch 10, batch 21300, giga_loss[loss=0.2237, simple_loss=0.2995, pruned_loss=0.07393, over 12428.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 183.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2859, pruned_loss=0.06209, over 2473976.74 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06142, over 17766.68 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.07086, over 2466358.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.07063, over 8050.89 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2855, pruned_loss=0.06119, over 2474960.79 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06076, over 19104.30 utterances.], batch size: 183, lr: 3.60e-04
2022-08-27 05:58:35,547 INFO [train.py:927] (4/8) Epoch 10, batch 21350, giga_loss[loss=0.1762, simple_loss=0.2561, pruned_loss=0.04817, over 12367.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02863, over 70.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2826, pruned_loss=0.0607, over 2473775.23 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05666, over 17151.77 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2971, pruned_loss=0.071, over 2466317.45 frames. utt_duration=1228 frames, utt_pad_proportion=0.0701, over 8043.38 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.282, pruned_loss=0.05978, over 2474666.38 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05657, over 18294.67 utterances.], batch size: 70, lr: 3.60e-04
2022-08-27 06:00:15,324 INFO [train.py:927] (4/8) Epoch 10, batch 21400, giga_loss[loss=0.211, simple_loss=0.2722, pruned_loss=0.0749, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03496, over 40.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2806, pruned_loss=0.05964, over 2473668.76 frames. utt_duration=609.1 frames, utt_pad_proportion=0.05274, over 16285.65 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2969, pruned_loss=0.07071, over 2466045.68 frames. utt_duration=1239 frames, utt_pad_proportion=0.06725, over 7969.70 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2796, pruned_loss=0.05866, over 2474972.74 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05382, over 17717.26 utterances.], batch size: 40, lr: 3.60e-04
2022-08-27 06:01:55,719 INFO [train.py:927] (4/8) Epoch 10, batch 21450, giga_loss[loss=0.1973, simple_loss=0.2828, pruned_loss=0.05588, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03375, over 80.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2806, pruned_loss=0.06053, over 2474164.31 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05373, over 16512.18 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2981, pruned_loss=0.07208, over 2466109.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.07124, over 8047.40 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2785, pruned_loss=0.05838, over 2475279.97 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05258, over 17717.10 utterances.], batch size: 80, lr: 3.60e-04
2022-08-27 06:03:38,975 INFO [train.py:927] (4/8) Epoch 10, batch 21500, giga_loss[loss=0.1546, simple_loss=0.2357, pruned_loss=0.0368, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03518, over 37.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2833, pruned_loss=0.06193, over 2473964.35 frames. utt_duration=599.1 frames, utt_pad_proportion=0.058, over 16558.86 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2983, pruned_loss=0.07214, over 2466339.28 frames. utt_duration=1229 frames, utt_pad_proportion=0.0701, over 8039.45 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.281, pruned_loss=0.05991, over 2474832.84 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05714, over 17716.33 utterances.], batch size: 37, lr: 3.59e-04
2022-08-27 06:05:18,313 INFO [train.py:927] (4/8) Epoch 10, batch 21550, giga_loss[loss=0.2083, simple_loss=0.2826, pruned_loss=0.06698, over 12440.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03405, over 37.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2895, pruned_loss=0.06591, over 2474757.49 frames. utt_duration=587 frames, utt_pad_proportion=0.05778, over 16908.72 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2977, pruned_loss=0.07189, over 2466511.72 frames. utt_duration=1232 frames, utt_pad_proportion=0.06934, over 8015.12 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2878, pruned_loss=0.06424, over 2475542.96 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05727, over 18133.27 utterances.], batch size: 37, lr: 3.59e-04
2022-08-27 06:06:58,810 INFO [train.py:927] (4/8) Epoch 10, batch 21600, giga_loss[loss=0.232, simple_loss=0.3188, pruned_loss=0.07262, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06748, over 2473963.81 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06641, over 17866.16 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2981, pruned_loss=0.07209, over 2466447.52 frames. utt_duration=1233 frames, utt_pad_proportion=0.0688, over 8009.97 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2926, pruned_loss=0.06595, over 2474706.59 frames. utt_duration=525 frames, utt_pad_proportion=0.06571, over 18908.91 utterances.], batch size: 133, lr: 3.59e-04
2022-08-27 06:08:40,937 INFO [train.py:927] (4/8) Epoch 10, batch 21650, giga_loss[loss=0.2019, simple_loss=0.2921, pruned_loss=0.05582, over 12462.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03461, over 86.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3, pruned_loss=0.06938, over 2473824.25 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06738, over 18078.81 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2981, pruned_loss=0.07212, over 2466401.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.07296, over 8074.03 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2987, pruned_loss=0.06812, over 2474559.18 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06535, over 18991.28 utterances.], batch size: 86, lr: 3.59e-04
2022-08-27 06:10:20,815 INFO [train.py:927] (4/8) Epoch 10, batch 21700, giga_loss[loss=0.2044, simple_loss=0.2983, pruned_loss=0.05526, over 12400.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05806, over 182.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2968, pruned_loss=0.06603, over 2473555.52 frames. utt_duration=562.3 frames, utt_pad_proportion=0.0611, over 17643.30 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2972, pruned_loss=0.07163, over 2466360.66 frames. utt_duration=1230 frames, utt_pad_proportion=0.07144, over 8031.96 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2966, pruned_loss=0.06532, over 2474422.64 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06024, over 18732.04 utterances.], batch size: 182, lr: 3.59e-04
2022-08-27 06:11:59,433 INFO [train.py:927] (4/8) Epoch 10, batch 21750, giga_loss[loss=0.207, simple_loss=0.2922, pruned_loss=0.0609, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04858, over 34.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.297, pruned_loss=0.06519, over 2474114.96 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05976, over 17609.39 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2978, pruned_loss=0.0719, over 2466662.24 frames. utt_duration=1227 frames, utt_pad_proportion=0.07092, over 8054.14 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2963, pruned_loss=0.06425, over 2474656.60 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05923, over 18628.35 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:13:40,572 INFO [train.py:927] (4/8) Epoch 10, batch 21800, giga_loss[loss=0.2472, simple_loss=0.324, pruned_loss=0.08517, over 12371.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03112, over 58.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2992, pruned_loss=0.06632, over 2474574.75 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06206, over 17663.05 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2979, pruned_loss=0.07184, over 2467093.67 frames. utt_duration=1218 frames, utt_pad_proportion=0.07347, over 8109.72 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2986, pruned_loss=0.06543, over 2474853.94 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06043, over 18746.24 utterances.], batch size: 58, lr: 3.59e-04
2022-08-27 06:15:24,899 INFO [train.py:927] (4/8) Epoch 10, batch 21850, giga_loss[loss=0.2148, simple_loss=0.3013, pruned_loss=0.06413, over 12330.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03036, over 51.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3015, pruned_loss=0.06783, over 2474458.82 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06152, over 18051.34 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2978, pruned_loss=0.07172, over 2467046.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.07235, over 8081.72 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.301, pruned_loss=0.06714, over 2474849.98 frames. utt_duration=520.1 frames, utt_pad_proportion=0.0606, over 19088.93 utterances.], batch size: 51, lr: 3.59e-04
2022-08-27 06:17:08,015 INFO [train.py:927] (4/8) Epoch 10, batch 21900, giga_loss[loss=0.2188, simple_loss=0.3019, pruned_loss=0.06791, over 12387.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3031, pruned_loss=0.06915, over 2474238.91 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06218, over 17845.49 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2979, pruned_loss=0.07171, over 2466966.37 frames. utt_duration=1224 frames, utt_pad_proportion=0.07181, over 8069.95 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3027, pruned_loss=0.06859, over 2474684.77 frames. utt_duration=529 frames, utt_pad_proportion=0.0616, over 18764.40 utterances.], batch size: 51, lr: 3.59e-04
2022-08-27 06:18:46,556 INFO [train.py:927] (4/8) Epoch 10, batch 21950, giga_loss[loss=0.2721, simple_loss=0.3365, pruned_loss=0.1039, over 12383.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3032, pruned_loss=0.06879, over 2475058.57 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06274, over 17520.70 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2975, pruned_loss=0.07142, over 2467218.09 frames. utt_duration=1226 frames, utt_pad_proportion=0.07116, over 8059.10 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.06856, over 2475367.97 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06241, over 18474.63 utterances.], batch size: 258, lr: 3.59e-04
2022-08-27 06:20:28,522 INFO [train.py:927] (4/8) Epoch 10, batch 22000, giga_loss[loss=0.2915, simple_loss=0.3442, pruned_loss=0.1194, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.06911, over 2475300.00 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06162, over 16836.97 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2976, pruned_loss=0.07153, over 2467168.81 frames. utt_duration=1216 frames, utt_pad_proportion=0.0746, over 8122.94 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3043, pruned_loss=0.06878, over 2475687.08 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05982, over 17653.01 utterances.], batch size: 258, lr: 3.59e-04
2022-08-27 06:22:11,307 INFO [train.py:927] (4/8) Epoch 10, batch 22050, giga_loss[loss=0.2275, simple_loss=0.3009, pruned_loss=0.07708, over 12163.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03848, over 33.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3045, pruned_loss=0.06976, over 2475225.20 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06273, over 16315.99 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2987, pruned_loss=0.07211, over 2467408.89 frames. utt_duration=1193 frames, utt_pad_proportion=0.08226, over 8284.75 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3037, pruned_loss=0.06888, over 2475511.63 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05727, over 17052.58 utterances.], batch size: 33, lr: 3.59e-04
2022-08-27 06:23:53,225 INFO [train.py:927] (4/8) Epoch 10, batch 22100, giga_loss[loss=0.2519, simple_loss=0.3306, pruned_loss=0.0866, over 12421.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06634, over 184.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06984, over 2474968.66 frames. utt_duration=619.4 frames, utt_pad_proportion=0.06145, over 16020.68 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2988, pruned_loss=0.07215, over 2467386.55 frames. utt_duration=1195 frames, utt_pad_proportion=0.08108, over 8267.13 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3032, pruned_loss=0.06905, over 2475372.72 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05749, over 16772.55 utterances.], batch size: 184, lr: 3.59e-04
2022-08-27 06:25:35,787 INFO [train.py:927] (4/8) Epoch 10, batch 22150, giga_loss[loss=0.2105, simple_loss=0.3003, pruned_loss=0.06034, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02988, over 70.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3051, pruned_loss=0.0704, over 2474129.12 frames. utt_duration=622.3 frames, utt_pad_proportion=0.0604, over 15942.16 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2991, pruned_loss=0.07235, over 2467899.26 frames. utt_duration=1188 frames, utt_pad_proportion=0.08359, over 8322.42 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3045, pruned_loss=0.06953, over 2474153.10 frames. utt_duration=594 frames, utt_pad_proportion=0.05568, over 16703.24 utterances.], batch size: 70, lr: 3.59e-04
2022-08-27 06:27:20,051 INFO [train.py:927] (4/8) Epoch 10, batch 22200, giga_loss[loss=0.2143, simple_loss=0.2979, pruned_loss=0.06535, over 12357.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02928, over 70.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3047, pruned_loss=0.0698, over 2472848.26 frames. utt_duration=643.9 frames, utt_pad_proportion=0.0559, over 15397.03 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2991, pruned_loss=0.07244, over 2467659.25 frames. utt_duration=1192 frames, utt_pad_proportion=0.08284, over 8292.75 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3043, pruned_loss=0.069, over 2473154.47 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05242, over 16123.22 utterances.], batch size: 70, lr: 3.59e-04
2022-08-27 06:29:04,738 INFO [train.py:927] (4/8) Epoch 10, batch 22250, libri_loss[loss=0.2438, simple_loss=0.316, pruned_loss=0.08583, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006929, over 36.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3031, pruned_loss=0.06898, over 2473246.94 frames. utt_duration=640.7 frames, utt_pad_proportion=0.05468, over 15476.66 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2992, pruned_loss=0.07259, over 2468046.50 frames. utt_duration=1183 frames, utt_pad_proportion=0.08566, over 8352.92 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3028, pruned_loss=0.06813, over 2473279.13 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05037, over 16165.39 utterances.], batch size: 36, lr: 3.59e-04
2022-08-27 06:30:43,147 INFO [train.py:927] (4/8) Epoch 10, batch 22300, libri_loss[loss=0.2027, simple_loss=0.2786, pruned_loss=0.06338, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006527, over 34.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3006, pruned_loss=0.06806, over 2472428.20 frames. utt_duration=663.7 frames, utt_pad_proportion=0.05353, over 14935.53 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2995, pruned_loss=0.07275, over 2468073.63 frames. utt_duration=1180 frames, utt_pad_proportion=0.08646, over 8376.71 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3001, pruned_loss=0.06703, over 2472632.60 frames. utt_duration=629 frames, utt_pad_proportion=0.04877, over 15761.76 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:32:23,896 INFO [train.py:927] (4/8) Epoch 10, batch 22350, giga_loss[loss=0.1905, simple_loss=0.2731, pruned_loss=0.05393, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2993, pruned_loss=0.0684, over 2471290.38 frames. utt_duration=668.5 frames, utt_pad_proportion=0.05661, over 14820.18 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2995, pruned_loss=0.07289, over 2467540.58 frames. utt_duration=1181 frames, utt_pad_proportion=0.08703, over 8369.00 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2989, pruned_loss=0.06714, over 2472227.40 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05124, over 15925.74 utterances.], batch size: 66, lr: 3.59e-04
2022-08-27 06:34:06,130 INFO [train.py:927] (4/8) Epoch 10, batch 22400, giga_loss[loss=0.2279, simple_loss=0.3062, pruned_loss=0.07478, over 12372.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07493, over 212.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2966, pruned_loss=0.06748, over 2471476.49 frames. utt_duration=660.2 frames, utt_pad_proportion=0.062, over 15008.66 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3003, pruned_loss=0.07347, over 2467415.64 frames. utt_duration=1161 frames, utt_pad_proportion=0.09336, over 8511.66 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2956, pruned_loss=0.06577, over 2472453.92 frames. utt_duration=619.6 frames, utt_pad_proportion=0.05351, over 16000.69 utterances.], batch size: 212, lr: 3.59e-04
2022-08-27 06:35:48,706 INFO [train.py:927] (4/8) Epoch 10, batch 22450, giga_loss[loss=0.2406, simple_loss=0.3142, pruned_loss=0.0835, over 12364.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1939, over 367.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2933, pruned_loss=0.06651, over 2471101.17 frames. utt_duration=624.7 frames, utt_pad_proportion=0.06413, over 15861.96 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3003, pruned_loss=0.07348, over 2467566.57 frames. utt_duration=1162 frames, utt_pad_proportion=0.09299, over 8505.10 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2925, pruned_loss=0.06514, over 2471762.24 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05774, over 16669.19 utterances.], batch size: 367, lr: 3.59e-04
2022-08-27 06:37:27,585 INFO [train.py:927] (4/8) Epoch 10, batch 22500, giga_loss[loss=0.1966, simple_loss=0.2756, pruned_loss=0.05885, over 12279.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.03736, over 51.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2926, pruned_loss=0.06517, over 2471965.85 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06809, over 16883.73 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3003, pruned_loss=0.07349, over 2467538.73 frames. utt_duration=1163 frames, utt_pad_proportion=0.09263, over 8498.58 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.292, pruned_loss=0.06405, over 2472531.76 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06332, over 17560.42 utterances.], batch size: 51, lr: 3.59e-04
2022-08-27 06:39:09,195 INFO [train.py:927] (4/8) Epoch 10, batch 22550, giga_loss[loss=0.218, simple_loss=0.3108, pruned_loss=0.06263, over 12395.00 frames. utt_duration=404.5 frames, utt_pad_proportion=0.03924, over 123.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2953, pruned_loss=0.06604, over 2472066.63 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06629, over 17287.03 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3016, pruned_loss=0.07401, over 2467725.29 frames. utt_duration=1152 frames, utt_pad_proportion=0.09496, over 8582.44 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2935, pruned_loss=0.06447, over 2472469.55 frames. utt_duration=552 frames, utt_pad_proportion=0.0612, over 17964.85 utterances.], batch size: 123, lr: 3.59e-04
2022-08-27 06:40:49,084 INFO [train.py:927] (4/8) Epoch 10, batch 22600, giga_loss[loss=0.181, simple_loss=0.2774, pruned_loss=0.04232, over 12372.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02804, over 70.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2952, pruned_loss=0.06507, over 2472791.95 frames. utt_duration=536 frames, utt_pad_proportion=0.0694, over 18504.69 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3016, pruned_loss=0.07396, over 2468048.34 frames. utt_duration=1154 frames, utt_pad_proportion=0.09353, over 8568.94 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2936, pruned_loss=0.06372, over 2472903.94 frames. utt_duration=516 frames, utt_pad_proportion=0.0659, over 19224.99 utterances.], batch size: 70, lr: 3.59e-04
2022-08-27 06:42:29,333 INFO [train.py:927] (4/8) Epoch 10, batch 22650, libri_loss[loss=0.2387, simple_loss=0.314, pruned_loss=0.08173, over 12335.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01717, over 41.00 utterances.], tot_loss[loss=0.21, simple_loss=0.293, pruned_loss=0.06349, over 2473454.77 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06649, over 17933.32 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3004, pruned_loss=0.07337, over 2467950.43 frames. utt_duration=1163 frames, utt_pad_proportion=0.09127, over 8501.18 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2926, pruned_loss=0.06262, over 2473784.79 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06437, over 18881.98 utterances.], batch size: 41, lr: 3.59e-04
2022-08-27 06:44:11,586 INFO [train.py:927] (4/8) Epoch 10, batch 22700, libri_loss[loss=0.2213, simple_loss=0.3127, pruned_loss=0.06499, over 12258.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004686, over 34.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2934, pruned_loss=0.06389, over 2473111.59 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06465, over 17565.46 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3003, pruned_loss=0.07347, over 2468087.78 frames. utt_duration=1170 frames, utt_pad_proportion=0.08864, over 8446.90 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2927, pruned_loss=0.06261, over 2473526.04 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06353, over 18834.31 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:46:00,413 INFO [train.py:927] (4/8) Epoch 10, batch 22750, giga_loss[loss=0.1854, simple_loss=0.2763, pruned_loss=0.04727, over 12158.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04022, over 33.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2947, pruned_loss=0.06416, over 2472219.24 frames. utt_duration=591.2 frames, utt_pad_proportion=0.0615, over 16770.25 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.2999, pruned_loss=0.07321, over 2468031.87 frames. utt_duration=1175 frames, utt_pad_proportion=0.08734, over 8415.24 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2944, pruned_loss=0.06322, over 2472668.97 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06112, over 17961.39 utterances.], batch size: 33, lr: 3.59e-04
2022-08-27 06:47:43,675 INFO [train.py:927] (4/8) Epoch 10, batch 22800, giga_loss[loss=0.2062, simple_loss=0.2906, pruned_loss=0.06095, over 12459.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04292, over 34.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2954, pruned_loss=0.06421, over 2472311.17 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06059, over 16765.92 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2994, pruned_loss=0.07289, over 2467718.99 frames. utt_duration=1179 frames, utt_pad_proportion=0.08592, over 8385.93 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2955, pruned_loss=0.06354, over 2473062.36 frames. utt_duration=553 frames, utt_pad_proportion=0.06073, over 17938.06 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:49:27,193 INFO [train.py:927] (4/8) Epoch 10, batch 22850, giga_loss[loss=0.2433, simple_loss=0.3197, pruned_loss=0.0834, over 12329.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03439, over 51.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2963, pruned_loss=0.06456, over 2472309.25 frames. utt_duration=612.6 frames, utt_pad_proportion=0.0565, over 16181.85 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2994, pruned_loss=0.07287, over 2467445.46 frames. utt_duration=1181 frames, utt_pad_proportion=0.08488, over 8368.46 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2964, pruned_loss=0.0639, over 2473244.41 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05709, over 17275.93 utterances.], batch size: 51, lr: 3.59e-04
2022-08-27 06:51:09,777 INFO [train.py:927] (4/8) Epoch 10, batch 22900, giga_loss[loss=0.215, simple_loss=0.2878, pruned_loss=0.07111, over 12391.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04384, over 31.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2957, pruned_loss=0.06422, over 2473095.07 frames. utt_duration=614 frames, utt_pad_proportion=0.05735, over 16150.94 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2995, pruned_loss=0.07296, over 2467462.31 frames. utt_duration=1174 frames, utt_pad_proportion=0.08657, over 8415.85 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2955, pruned_loss=0.06337, over 2473947.09 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05649, over 17192.83 utterances.], batch size: 31, lr: 3.59e-04
2022-08-27 06:52:48,637 INFO [train.py:927] (4/8) Epoch 10, batch 22950, giga_loss[loss=0.2392, simple_loss=0.3262, pruned_loss=0.07612, over 12405.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07267, over 212.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2944, pruned_loss=0.06381, over 2473338.78 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05987, over 16352.18 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2998, pruned_loss=0.07321, over 2467803.67 frames. utt_duration=1160 frames, utt_pad_proportion=0.09118, over 8518.84 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2938, pruned_loss=0.06256, over 2473937.68 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05627, over 17382.61 utterances.], batch size: 212, lr: 3.58e-04
2022-08-27 06:54:28,232 INFO [train.py:927] (4/8) Epoch 10, batch 23000, giga_loss[loss=0.218, simple_loss=0.3086, pruned_loss=0.06372, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2951, pruned_loss=0.06336, over 2473368.60 frames. utt_duration=611.8 frames, utt_pad_proportion=0.0554, over 16209.90 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2997, pruned_loss=0.07314, over 2467542.13 frames. utt_duration=1165 frames, utt_pad_proportion=0.08963, over 8480.29 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2946, pruned_loss=0.0622, over 2474181.32 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05313, over 17239.12 utterances.], batch size: 80, lr: 3.58e-04
2022-08-27 06:56:07,134 INFO [train.py:927] (4/8) Epoch 10, batch 23050, giga_loss[loss=0.2338, simple_loss=0.3165, pruned_loss=0.07558, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03047, over 85.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2955, pruned_loss=0.06408, over 2473706.86 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05289, over 16345.80 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.07334, over 2467965.75 frames. utt_duration=1169 frames, utt_pad_proportion=0.0874, over 8456.68 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2947, pruned_loss=0.06269, over 2474150.62 frames. utt_duration=569 frames, utt_pad_proportion=0.05171, over 17437.91 utterances.], batch size: 85, lr: 3.58e-04
2022-08-27 06:57:46,966 INFO [train.py:927] (4/8) Epoch 10, batch 23100, giga_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07546, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03691, over 123.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2936, pruned_loss=0.06413, over 2474267.81 frames. utt_duration=603.7 frames, utt_pad_proportion=0.05084, over 16434.36 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.07333, over 2468060.90 frames. utt_duration=1169 frames, utt_pad_proportion=0.08689, over 8454.75 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.293, pruned_loss=0.06294, over 2474626.77 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05001, over 17399.92 utterances.], batch size: 123, lr: 3.58e-04
2022-08-27 06:59:27,535 INFO [train.py:927] (4/8) Epoch 10, batch 23150, giga_loss[loss=0.2064, simple_loss=0.2992, pruned_loss=0.0568, over 12383.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02728, over 70.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2929, pruned_loss=0.06436, over 2474182.36 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05283, over 16808.80 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3001, pruned_loss=0.07319, over 2467770.43 frames. utt_duration=1162 frames, utt_pad_proportion=0.08825, over 8504.34 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.292, pruned_loss=0.06312, over 2475061.10 frames. utt_duration=553.6 frames, utt_pad_proportion=0.0507, over 17931.25 utterances.], batch size: 70, lr: 3.58e-04
2022-08-27 07:01:10,549 INFO [train.py:927] (4/8) Epoch 10, batch 23200, giga_loss[loss=0.2372, simple_loss=0.3115, pruned_loss=0.08141, over 12384.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0701, over 211.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2892, pruned_loss=0.06301, over 2473320.93 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05433, over 16826.22 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2997, pruned_loss=0.07297, over 2467486.52 frames. utt_duration=1166 frames, utt_pad_proportion=0.0877, over 8478.36 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2887, pruned_loss=0.06215, over 2474322.68 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05269, over 17806.13 utterances.], batch size: 211, lr: 3.58e-04
2022-08-27 07:02:52,972 INFO [train.py:927] (4/8) Epoch 10, batch 23250, giga_loss[loss=0.1641, simple_loss=0.2515, pruned_loss=0.03837, over 12339.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06129, over 2473553.03 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05159, over 16416.59 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2996, pruned_loss=0.07289, over 2467842.52 frames. utt_duration=1167 frames, utt_pad_proportion=0.08672, over 8472.27 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2852, pruned_loss=0.06044, over 2474156.96 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05046, over 17384.86 utterances.], batch size: 51, lr: 3.58e-04
2022-08-27 07:04:34,670 INFO [train.py:927] (4/8) Epoch 10, batch 23300, giga_loss[loss=0.1748, simple_loss=0.2573, pruned_loss=0.0462, over 12347.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03366, over 62.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2871, pruned_loss=0.06187, over 2473660.72 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05129, over 16365.63 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2993, pruned_loss=0.07262, over 2467735.74 frames. utt_duration=1173 frames, utt_pad_proportion=0.08479, over 8426.56 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2866, pruned_loss=0.06114, over 2474392.65 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05087, over 17406.41 utterances.], batch size: 62, lr: 3.58e-04
2022-08-27 07:06:15,322 INFO [train.py:927] (4/8) Epoch 10, batch 23350, giga_loss[loss=0.2137, simple_loss=0.2964, pruned_loss=0.06547, over 12337.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.02794, over 70.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2902, pruned_loss=0.06291, over 2473399.24 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05106, over 16661.21 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07276, over 2467716.10 frames. utt_duration=1179 frames, utt_pad_proportion=0.08343, over 8385.26 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2893, pruned_loss=0.06196, over 2474161.69 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05107, over 17732.75 utterances.], batch size: 70, lr: 3.58e-04
2022-08-27 07:07:56,404 INFO [train.py:927] (4/8) Epoch 10, batch 23400, libri_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05799, over 12470.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006289, over 37.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.293, pruned_loss=0.06407, over 2473506.38 frames. utt_duration=590 frames, utt_pad_proportion=0.05261, over 16813.24 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2999, pruned_loss=0.07295, over 2467865.59 frames. utt_duration=1174 frames, utt_pad_proportion=0.08492, over 8420.92 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2917, pruned_loss=0.06278, over 2474150.88 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0512, over 17954.27 utterances.], batch size: 37, lr: 3.58e-04
2022-08-27 07:09:44,141 INFO [train.py:927] (4/8) Epoch 10, batch 23450, libri_loss[loss=0.3133, simple_loss=0.3639, pruned_loss=0.1313, over 12385.00 frames. utt_duration=414.4 frames, utt_pad_proportion=0.3474, over 120.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2981, pruned_loss=0.06787, over 2473896.30 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05895, over 17139.46 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3, pruned_loss=0.07313, over 2467875.18 frames. utt_duration=1165 frames, utt_pad_proportion=0.08803, over 8482.71 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2969, pruned_loss=0.06657, over 2474473.41 frames. utt_duration=548.5 frames, utt_pad_proportion=0.05573, over 18095.50 utterances.], batch size: 120, lr: 3.58e-04
2022-08-27 07:11:27,296 INFO [train.py:927] (4/8) Epoch 10, batch 23500, giga_loss[loss=0.2414, simple_loss=0.3154, pruned_loss=0.08367, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03589, over 40.00 utterances.], tot_loss[loss=0.225, simple_loss=0.305, pruned_loss=0.07252, over 2474095.78 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06708, over 18519.43 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2999, pruned_loss=0.07304, over 2468182.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.09123, over 8544.93 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3042, pruned_loss=0.07148, over 2474396.67 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06275, over 19372.04 utterances.], batch size: 40, lr: 3.58e-04
2022-08-27 07:13:12,521 INFO [train.py:927] (4/8) Epoch 10, batch 23550, giga_loss[loss=0.2709, simple_loss=0.3484, pruned_loss=0.09676, over 12370.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03374, over 122.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3117, pruned_loss=0.07727, over 2474461.20 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06542, over 18673.20 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2999, pruned_loss=0.07305, over 2468320.59 frames. utt_duration=1160 frames, utt_pad_proportion=0.09021, over 8519.87 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3112, pruned_loss=0.07646, over 2474658.43 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06235, over 19498.82 utterances.], batch size: 122, lr: 3.58e-04
2022-08-27 07:14:55,146 INFO [train.py:927] (4/8) Epoch 10, batch 23600, giga_loss[loss=0.245, simple_loss=0.3321, pruned_loss=0.07892, over 12397.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03559, over 75.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3148, pruned_loss=0.07993, over 2474308.43 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06747, over 18681.48 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2999, pruned_loss=0.0731, over 2468382.82 frames. utt_duration=1156 frames, utt_pad_proportion=0.09206, over 8552.93 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07941, over 2474623.84 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0637, over 19681.25 utterances.], batch size: 75, lr: 3.58e-04
2022-08-27 07:16:39,649 INFO [train.py:927] (4/8) Epoch 10, batch 23650, giga_loss[loss=0.2823, simple_loss=0.346, pruned_loss=0.1093, over 12369.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3196, pruned_loss=0.08448, over 2474588.84 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06517, over 19457.94 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2998, pruned_loss=0.07301, over 2468162.82 frames. utt_duration=1160 frames, utt_pad_proportion=0.09034, over 8525.41 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.08439, over 2475206.59 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06284, over 20530.66 utterances.], batch size: 146, lr: 3.58e-04
2022-08-27 07:18:27,602 INFO [train.py:927] (4/8) Epoch 10, batch 23700, giga_loss[loss=0.2587, simple_loss=0.3292, pruned_loss=0.09414, over 12437.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03759, over 133.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.08937, over 2474446.61 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06887, over 21045.57 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2989, pruned_loss=0.07238, over 2467685.58 frames. utt_duration=1169 frames, utt_pad_proportion=0.08825, over 8455.05 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3268, pruned_loss=0.09035, over 2475583.46 frames. utt_duration=444.2 frames, utt_pad_proportion=0.0676, over 22367.92 utterances.], batch size: 133, lr: 3.58e-04
2022-08-27 07:20:15,319 INFO [train.py:927] (4/8) Epoch 10, batch 23750, giga_loss[loss=0.2578, simple_loss=0.3245, pruned_loss=0.09554, over 12438.00 frames. utt_duration=906 frames, utt_pad_proportion=0.03209, over 55.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3249, pruned_loss=0.09055, over 2474956.34 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07355, over 21299.85 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2987, pruned_loss=0.07234, over 2467485.23 frames. utt_duration=1175 frames, utt_pad_proportion=0.08685, over 8411.06 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3272, pruned_loss=0.09177, over 2476214.17 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07263, over 22676.58 utterances.], batch size: 55, lr: 3.58e-04
2022-08-27 07:21:58,113 INFO [train.py:927] (4/8) Epoch 10, batch 23800, giga_loss[loss=0.2198, simple_loss=0.3006, pruned_loss=0.06951, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.0309, over 80.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.326, pruned_loss=0.09086, over 2475690.48 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07735, over 21798.90 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2988, pruned_loss=0.07231, over 2467827.14 frames. utt_duration=1178 frames, utt_pad_proportion=0.08552, over 8392.98 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3283, pruned_loss=0.09219, over 2476523.73 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07678, over 23143.96 utterances.], batch size: 80, lr: 3.58e-04
2022-08-27 07:23:43,538 INFO [train.py:927] (4/8) Epoch 10, batch 23850, giga_loss[loss=0.233, simple_loss=0.32, pruned_loss=0.07298, over 12414.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03394, over 75.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3277, pruned_loss=0.09206, over 2475568.35 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08023, over 22526.08 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.299, pruned_loss=0.0724, over 2468242.84 frames. utt_duration=1169 frames, utt_pad_proportion=0.08859, over 8454.06 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.33, pruned_loss=0.09349, over 2476020.05 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07851, over 23866.05 utterances.], batch size: 75, lr: 3.58e-04
2022-08-27 07:25:32,847 INFO [train.py:927] (4/8) Epoch 10, batch 23900, giga_loss[loss=0.3002, simple_loss=0.3562, pruned_loss=0.122, over 12352.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1889, over 362.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3267, pruned_loss=0.08965, over 2473926.06 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08126, over 22706.11 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.299, pruned_loss=0.07233, over 2467592.29 frames. utt_duration=1172 frames, utt_pad_proportion=0.08779, over 8433.91 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3291, pruned_loss=0.09125, over 2474983.90 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08002, over 24088.77 utterances.], batch size: 362, lr: 3.58e-04
2022-08-27 07:27:18,520 INFO [train.py:927] (4/8) Epoch 10, batch 23950, giga_loss[loss=0.2192, simple_loss=0.3039, pruned_loss=0.06722, over 12350.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03276, over 58.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.324, pruned_loss=0.08706, over 2473942.31 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08109, over 22810.38 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2991, pruned_loss=0.07223, over 2467625.76 frames. utt_duration=1175 frames, utt_pad_proportion=0.08682, over 8414.49 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3262, pruned_loss=0.08862, over 2474833.05 frames. utt_duration=412 frames, utt_pad_proportion=0.08039, over 24110.62 utterances.], batch size: 58, lr: 3.58e-04
2022-08-27 07:29:00,356 INFO [train.py:927] (4/8) Epoch 10, batch 24000, libri_loss[loss=0.2175, simple_loss=0.2965, pruned_loss=0.0692, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007287, over 37.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3218, pruned_loss=0.08554, over 2474297.29 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07708, over 22250.96 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.299, pruned_loss=0.07212, over 2467503.95 frames. utt_duration=1170 frames, utt_pad_proportion=0.08871, over 8446.63 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3244, pruned_loss=0.0873, over 2475336.57 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07606, over 23666.66 utterances.], batch size: 37, lr: 3.58e-04
2022-08-27 07:29:00,358 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 07:29:13,991 INFO [train.py:967] (4/8) 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 07:31:04,025 INFO [train.py:927] (4/8) Epoch 10, batch 24050, giga_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05677, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03141, over 42.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08393, over 2474712.04 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07155, over 21522.71 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.299, pruned_loss=0.07206, over 2467385.50 frames. utt_duration=1169 frames, utt_pad_proportion=0.0884, over 8451.90 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3225, pruned_loss=0.08552, over 2475717.55 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07106, over 22809.80 utterances.], batch size: 42, lr: 3.58e-04
2022-08-27 07:32:45,413 INFO [train.py:927] (4/8) Epoch 10, batch 24100, giga_loss[loss=0.2389, simple_loss=0.3306, pruned_loss=0.07354, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3199, pruned_loss=0.08142, over 2474728.27 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07129, over 21388.81 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2985, pruned_loss=0.07175, over 2467433.99 frames. utt_duration=1176 frames, utt_pad_proportion=0.08615, over 8400.76 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3229, pruned_loss=0.08333, over 2475717.88 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07152, over 22898.70 utterances.], batch size: 75, lr: 3.58e-04
2022-08-27 07:34:29,226 INFO [train.py:927] (4/8) Epoch 10, batch 24150, libri_loss[loss=0.2387, simple_loss=0.3105, pruned_loss=0.08347, over 12448.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009692, over 39.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3198, pruned_loss=0.08132, over 2475486.70 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06835, over 20747.21 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2984, pruned_loss=0.07164, over 2467757.86 frames. utt_duration=1176 frames, utt_pad_proportion=0.08503, over 8401.79 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3228, pruned_loss=0.08316, over 2476143.98 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06896, over 22237.28 utterances.], batch size: 39, lr: 3.58e-04
2022-08-27 07:36:12,208 INFO [train.py:927] (4/8) Epoch 10, batch 24200, libri_loss[loss=0.2986, simple_loss=0.3622, pruned_loss=0.1175, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006089, over 33.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3191, pruned_loss=0.08147, over 2475131.13 frames. utt_duration=496 frames, utt_pad_proportion=0.06573, over 20020.32 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2993, pruned_loss=0.07206, over 2467757.43 frames. utt_duration=1179 frames, utt_pad_proportion=0.08349, over 8384.84 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3213, pruned_loss=0.0828, over 2475893.83 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06678, over 21563.34 utterances.], batch size: 33, lr: 3.58e-04
2022-08-27 07:37:54,018 INFO [train.py:927] (4/8) Epoch 10, batch 24250, giga_loss[loss=0.2407, simple_loss=0.3165, pruned_loss=0.08242, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02529, over 48.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3165, pruned_loss=0.08018, over 2475511.69 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06349, over 19035.90 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2988, pruned_loss=0.07175, over 2467820.66 frames. utt_duration=1184 frames, utt_pad_proportion=0.0817, over 8346.95 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3192, pruned_loss=0.08181, over 2476294.20 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06497, over 20664.54 utterances.], batch size: 48, lr: 3.58e-04
2022-08-27 07:39:41,290 INFO [train.py:927] (4/8) Epoch 10, batch 24300, giga_loss[loss=0.2495, simple_loss=0.327, pruned_loss=0.08601, over 12411.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3156, pruned_loss=0.07857, over 2475105.96 frames. utt_duration=533 frames, utt_pad_proportion=0.06084, over 18623.72 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2984, pruned_loss=0.07165, over 2467551.96 frames. utt_duration=1184 frames, utt_pad_proportion=0.08068, over 8344.99 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3187, pruned_loss=0.08024, over 2476245.80 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06236, over 20263.76 utterances.], batch size: 133, lr: 3.58e-04
2022-08-27 07:41:24,624 INFO [train.py:927] (4/8) Epoch 10, batch 24350, giga_loss[loss=0.2933, simple_loss=0.3442, pruned_loss=0.1212, over 12366.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3156, pruned_loss=0.07884, over 2474657.86 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06387, over 19249.99 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2984, pruned_loss=0.07159, over 2467373.92 frames. utt_duration=1188 frames, utt_pad_proportion=0.0798, over 8317.96 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3183, pruned_loss=0.08031, over 2475804.70 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06511, over 20721.98 utterances.], batch size: 257, lr: 3.58e-04
2022-08-27 07:43:04,891 INFO [train.py:927] (4/8) Epoch 10, batch 24400, giga_loss[loss=0.1953, simple_loss=0.2778, pruned_loss=0.0564, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0351, over 37.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.0791, over 2475052.78 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06505, over 19216.66 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2988, pruned_loss=0.07182, over 2467723.93 frames. utt_duration=1192 frames, utt_pad_proportion=0.0786, over 8293.76 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3165, pruned_loss=0.08018, over 2475768.18 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06631, over 20604.25 utterances.], batch size: 37, lr: 3.58e-04
2022-08-27 07:44:49,270 INFO [train.py:927] (4/8) Epoch 10, batch 24450, giga_loss[loss=0.2296, simple_loss=0.3055, pruned_loss=0.07684, over 12434.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05461, over 162.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3112, pruned_loss=0.0779, over 2474644.53 frames. utt_duration=517 frames, utt_pad_proportion=0.06892, over 19201.17 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2979, pruned_loss=0.07131, over 2467634.21 frames. utt_duration=1199 frames, utt_pad_proportion=0.07704, over 8239.75 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3141, pruned_loss=0.07943, over 2475529.82 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07012, over 20709.98 utterances.], batch size: 162, lr: 3.57e-04
2022-08-27 07:46:32,426 INFO [train.py:927] (4/8) Epoch 10, batch 24500, giga_loss[loss=0.221, simple_loss=0.3, pruned_loss=0.07096, over 12352.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3099, pruned_loss=0.07775, over 2474423.11 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07091, over 19489.22 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2976, pruned_loss=0.07123, over 2467317.69 frames. utt_duration=1204 frames, utt_pad_proportion=0.07629, over 8205.33 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3126, pruned_loss=0.07913, over 2475529.37 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07197, over 20869.31 utterances.], batch size: 91, lr: 3.57e-04
2022-08-27 07:48:15,165 INFO [train.py:927] (4/8) Epoch 10, batch 24550, giga_loss[loss=0.2413, simple_loss=0.3237, pruned_loss=0.07943, over 12253.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02758, over 39.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3105, pruned_loss=0.07723, over 2474497.89 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06857, over 19233.11 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2976, pruned_loss=0.07128, over 2467231.29 frames. utt_duration=1196 frames, utt_pad_proportion=0.07937, over 8263.38 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07837, over 2475565.16 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06823, over 20469.14 utterances.], batch size: 39, lr: 3.57e-04
2022-08-27 07:50:00,425 INFO [train.py:927] (4/8) Epoch 10, batch 24600, giga_loss[loss=0.223, simple_loss=0.3075, pruned_loss=0.06925, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02613, over 45.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3107, pruned_loss=0.07725, over 2474184.59 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07111, over 19136.55 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2972, pruned_loss=0.07107, over 2467502.44 frames. utt_duration=1202 frames, utt_pad_proportion=0.0777, over 8219.00 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07853, over 2474987.45 frames. utt_duration=485 frames, utt_pad_proportion=0.07128, over 20472.76 utterances.], batch size: 45, lr: 3.57e-04
2022-08-27 07:51:45,903 INFO [train.py:927] (4/8) Epoch 10, batch 24650, giga_loss[loss=0.1972, simple_loss=0.2773, pruned_loss=0.05857, over 12384.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04623, over 26.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3113, pruned_loss=0.07764, over 2474050.35 frames. utt_duration=528.7 frames, utt_pad_proportion=0.0686, over 18769.28 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.07082, over 2467373.41 frames. utt_duration=1205 frames, utt_pad_proportion=0.0769, over 8201.69 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3139, pruned_loss=0.07899, over 2474916.43 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06912, over 20037.00 utterances.], batch size: 26, lr: 3.57e-04
2022-08-27 07:53:27,570 INFO [train.py:927] (4/8) Epoch 10, batch 24700, giga_loss[loss=0.2415, simple_loss=0.3148, pruned_loss=0.08412, over 12466.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 105.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3127, pruned_loss=0.07943, over 2474194.00 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06854, over 19075.42 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2972, pruned_loss=0.0709, over 2467423.04 frames. utt_duration=1204 frames, utt_pad_proportion=0.07592, over 8206.47 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3149, pruned_loss=0.08063, over 2474999.49 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06926, over 20333.14 utterances.], batch size: 105, lr: 3.57e-04
2022-08-27 07:55:13,641 INFO [train.py:927] (4/8) Epoch 10, batch 24750, giga_loss[loss=0.3201, simple_loss=0.376, pruned_loss=0.1321, over 12348.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1886, over 362.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3147, pruned_loss=0.08177, over 2473726.72 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07797, over 20714.42 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.07084, over 2467138.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.0749, over 8188.58 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3168, pruned_loss=0.08296, over 2474729.08 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07841, over 21941.03 utterances.], batch size: 362, lr: 3.57e-04
2022-08-27 07:56:53,635 INFO [train.py:927] (4/8) Epoch 10, batch 24800, giga_loss[loss=0.2606, simple_loss=0.3295, pruned_loss=0.0958, over 12380.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3147, pruned_loss=0.08045, over 2473425.15 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07796, over 20557.44 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2973, pruned_loss=0.07081, over 2467237.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.07391, over 8170.01 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.08159, over 2474245.07 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07867, over 21764.73 utterances.], batch size: 259, lr: 3.57e-04
2022-08-27 07:58:38,093 INFO [train.py:927] (4/8) Epoch 10, batch 24850, giga_loss[loss=0.2168, simple_loss=0.2969, pruned_loss=0.06835, over 12442.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03527, over 105.00 utterances.], tot_loss[loss=0.236, simple_loss=0.313, pruned_loss=0.07953, over 2473896.80 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07611, over 20486.10 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2976, pruned_loss=0.07106, over 2467407.19 frames. utt_duration=1202 frames, utt_pad_proportion=0.07598, over 8219.96 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3147, pruned_loss=0.08055, over 2474606.15 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07623, over 21806.88 utterances.], batch size: 105, lr: 3.57e-04
2022-08-27 08:00:20,138 INFO [train.py:927] (4/8) Epoch 10, batch 24900, giga_loss[loss=0.2158, simple_loss=0.295, pruned_loss=0.06834, over 12142.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04134, over 33.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3119, pruned_loss=0.07939, over 2473913.64 frames. utt_duration=497 frames, utt_pad_proportion=0.07374, over 19971.51 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2978, pruned_loss=0.07106, over 2467178.49 frames. utt_duration=1195 frames, utt_pad_proportion=0.0781, over 8266.96 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3137, pruned_loss=0.08054, over 2474976.11 frames. utt_duration=463 frames, utt_pad_proportion=0.07331, over 21448.72 utterances.], batch size: 33, lr: 3.57e-04
2022-08-27 08:02:08,495 INFO [train.py:927] (4/8) Epoch 10, batch 24950, giga_loss[loss=0.2488, simple_loss=0.3515, pruned_loss=0.07302, over 12426.00 frames. utt_duration=905.2 frames, utt_pad_proportion=0.03087, over 55.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3146, pruned_loss=0.07921, over 2473557.94 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07164, over 19691.06 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2979, pruned_loss=0.07115, over 2467405.54 frames. utt_duration=1197 frames, utt_pad_proportion=0.0772, over 8253.04 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.316, pruned_loss=0.08014, over 2474293.49 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07171, over 21014.68 utterances.], batch size: 55, lr: 3.57e-04
2022-08-27 08:03:52,891 INFO [train.py:927] (4/8) Epoch 10, batch 25000, giga_loss[loss=0.2314, simple_loss=0.3239, pruned_loss=0.06939, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02694, over 70.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3154, pruned_loss=0.07872, over 2473541.87 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06886, over 19586.61 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2973, pruned_loss=0.07086, over 2467289.87 frames. utt_duration=1201 frames, utt_pad_proportion=0.07581, over 8227.53 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3177, pruned_loss=0.07996, over 2474424.88 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06954, over 20998.73 utterances.], batch size: 70, lr: 3.57e-04
2022-08-27 08:05:38,219 INFO [train.py:927] (4/8) Epoch 10, batch 25050, giga_loss[loss=0.253, simple_loss=0.3243, pruned_loss=0.09086, over 12446.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03425, over 86.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3166, pruned_loss=0.0799, over 2473584.07 frames. utt_duration=511.7 frames, utt_pad_proportion=0.0685, over 19389.65 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2969, pruned_loss=0.07069, over 2467006.59 frames. utt_duration=1208 frames, utt_pad_proportion=0.07418, over 8176.34 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3193, pruned_loss=0.08129, over 2474734.28 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06958, over 20878.29 utterances.], batch size: 86, lr: 3.57e-04
2022-08-27 08:07:25,102 INFO [train.py:927] (4/8) Epoch 10, batch 25100, giga_loss[loss=0.2304, simple_loss=0.3063, pruned_loss=0.07726, over 12442.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0299, over 80.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3179, pruned_loss=0.08236, over 2473116.74 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07821, over 19945.36 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2968, pruned_loss=0.07073, over 2466787.15 frames. utt_duration=1213 frames, utt_pad_proportion=0.07288, over 8141.65 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.321, pruned_loss=0.08391, over 2474543.80 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07902, over 21685.52 utterances.], batch size: 80, lr: 3.57e-04
2022-08-27 08:09:09,177 INFO [train.py:927] (4/8) Epoch 10, batch 25150, giga_loss[loss=0.2183, simple_loss=0.296, pruned_loss=0.07033, over 12340.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03312, over 85.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3168, pruned_loss=0.08243, over 2473513.41 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07839, over 20066.58 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2972, pruned_loss=0.07093, over 2467062.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07514, over 8199.30 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3193, pruned_loss=0.08374, over 2474548.11 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07824, over 21667.03 utterances.], batch size: 85, lr: 3.57e-04
2022-08-27 08:10:53,620 INFO [train.py:927] (4/8) Epoch 10, batch 25200, giga_loss[loss=0.2332, simple_loss=0.3091, pruned_loss=0.07865, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04005, over 113.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3166, pruned_loss=0.08261, over 2474053.43 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07606, over 19597.78 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2973, pruned_loss=0.07091, over 2467270.12 frames. utt_duration=1207 frames, utt_pad_proportion=0.07405, over 8189.27 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.319, pruned_loss=0.08394, over 2474848.53 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07649, over 21138.77 utterances.], batch size: 113, lr: 3.57e-04
2022-08-27 08:12:37,084 INFO [train.py:927] (4/8) Epoch 10, batch 25250, giga_loss[loss=0.2544, simple_loss=0.3223, pruned_loss=0.09321, over 12289.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02887, over 45.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3149, pruned_loss=0.08204, over 2474258.76 frames. utt_duration=521.4 frames, utt_pad_proportion=0.07251, over 19033.53 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2967, pruned_loss=0.07064, over 2467297.68 frames. utt_duration=1213 frames, utt_pad_proportion=0.07221, over 8149.67 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.318, pruned_loss=0.08375, over 2475122.62 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07379, over 20707.29 utterances.], batch size: 45, lr: 3.57e-04
2022-08-27 08:14:20,279 INFO [train.py:927] (4/8) Epoch 10, batch 25300, giga_loss[loss=0.2381, simple_loss=0.32, pruned_loss=0.07809, over 12344.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02993, over 91.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3155, pruned_loss=0.08219, over 2474436.77 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07638, over 19554.30 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2977, pruned_loss=0.07125, over 2467455.29 frames. utt_duration=1181 frames, utt_pad_proportion=0.08337, over 8365.25 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3177, pruned_loss=0.08334, over 2475186.31 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0733, over 20993.53 utterances.], batch size: 91, lr: 3.57e-04
2022-08-27 08:16:07,035 INFO [train.py:927] (4/8) Epoch 10, batch 25350, giga_loss[loss=0.2149, simple_loss=0.3006, pruned_loss=0.06457, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3154, pruned_loss=0.08201, over 2474486.50 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07278, over 19040.26 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2976, pruned_loss=0.07121, over 2467527.84 frames. utt_duration=1185 frames, utt_pad_proportion=0.08212, over 8337.18 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3175, pruned_loss=0.08315, over 2475148.30 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07092, over 20405.29 utterances.], batch size: 91, lr: 3.57e-04
2022-08-27 08:17:51,613 INFO [train.py:927] (4/8) Epoch 10, batch 25400, giga_loss[loss=0.2315, simple_loss=0.3231, pruned_loss=0.06995, over 12355.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3166, pruned_loss=0.08208, over 2474572.45 frames. utt_duration=496 frames, utt_pad_proportion=0.08288, over 20017.73 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2982, pruned_loss=0.07176, over 2468060.69 frames. utt_duration=1166 frames, utt_pad_proportion=0.08738, over 8475.31 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3183, pruned_loss=0.08282, over 2474824.22 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0788, over 21338.76 utterances.], batch size: 91, lr: 3.57e-04
2022-08-27 08:19:36,020 INFO [train.py:927] (4/8) Epoch 10, batch 25450, giga_loss[loss=0.3295, simple_loss=0.3906, pruned_loss=0.1342, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04438, over 146.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08208, over 2474293.38 frames. utt_duration=489.4 frames, utt_pad_proportion=0.08296, over 20283.21 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2983, pruned_loss=0.07181, over 2468190.38 frames. utt_duration=1163 frames, utt_pad_proportion=0.08767, over 8497.94 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3213, pruned_loss=0.08265, over 2474403.01 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07965, over 21345.98 utterances.], batch size: 146, lr: 3.57e-04
2022-08-27 08:21:17,569 INFO [train.py:927] (4/8) Epoch 10, batch 25500, giga_loss[loss=0.259, simple_loss=0.3239, pruned_loss=0.09708, over 12424.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.04024, over 37.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3224, pruned_loss=0.0843, over 2474861.45 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07998, over 20506.88 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2983, pruned_loss=0.07174, over 2468136.81 frames. utt_duration=1166 frames, utt_pad_proportion=0.08716, over 8481.03 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3236, pruned_loss=0.08492, over 2475055.41 frames. utt_duration=462.6 frames, utt_pad_proportion=0.0777, over 21469.93 utterances.], batch size: 37, lr: 3.57e-04
2022-08-27 08:22:58,833 INFO [train.py:927] (4/8) Epoch 10, batch 25550, libri_loss[loss=0.1668, simple_loss=0.2481, pruned_loss=0.0428, over 12301.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.03238, over 27.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3221, pruned_loss=0.08435, over 2475161.52 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07751, over 20154.90 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2986, pruned_loss=0.0719, over 2468302.41 frames. utt_duration=1157 frames, utt_pad_proportion=0.09014, over 8541.69 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3233, pruned_loss=0.08496, over 2475300.03 frames. utt_duration=471 frames, utt_pad_proportion=0.07456, over 21089.45 utterances.], batch size: 27, lr: 3.57e-04
2022-08-27 08:24:43,560 INFO [train.py:927] (4/8) Epoch 10, batch 25600, libri_loss[loss=0.1755, simple_loss=0.2609, pruned_loss=0.04503, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006362, over 32.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3204, pruned_loss=0.08142, over 2474957.08 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07266, over 19903.32 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2982, pruned_loss=0.07163, over 2468188.15 frames. utt_duration=1163 frames, utt_pad_proportion=0.08905, over 8502.72 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3224, pruned_loss=0.08245, over 2475325.67 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07079, over 20988.52 utterances.], batch size: 32, lr: 3.57e-04
2022-08-27 08:26:26,467 INFO [train.py:927] (4/8) Epoch 10, batch 25650, giga_loss[loss=0.2656, simple_loss=0.3344, pruned_loss=0.09843, over 12433.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04794, over 147.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3209, pruned_loss=0.08183, over 2474584.23 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07971, over 20867.41 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2984, pruned_loss=0.07174, over 2468053.10 frames. utt_duration=1154 frames, utt_pad_proportion=0.09186, over 8568.23 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3225, pruned_loss=0.08266, over 2475088.26 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07683, over 21823.28 utterances.], batch size: 147, lr: 3.57e-04
2022-08-27 08:28:14,094 INFO [train.py:927] (4/8) Epoch 10, batch 25700, giga_loss[loss=0.2413, simple_loss=0.317, pruned_loss=0.08285, over 12306.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02449, over 54.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3193, pruned_loss=0.08163, over 2474653.50 frames. utt_duration=473.5 frames, utt_pad_proportion=0.08171, over 20970.59 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2984, pruned_loss=0.07174, over 2468053.10 frames. utt_duration=1154 frames, utt_pad_proportion=0.09186, over 8568.23 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3205, pruned_loss=0.08228, over 2475045.79 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07939, over 21714.55 utterances.], batch size: 54, lr: 3.57e-04
2022-08-27 08:30:03,736 INFO [train.py:927] (4/8) Epoch 10, batch 25750, giga_loss[loss=0.2166, simple_loss=0.2951, pruned_loss=0.06903, over 12357.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3172, pruned_loss=0.08162, over 2475007.66 frames. utt_duration=475.1 frames, utt_pad_proportion=0.08185, over 20904.08 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2982, pruned_loss=0.07167, over 2468241.92 frames. utt_duration=1157 frames, utt_pad_proportion=0.09124, over 8545.62 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3185, pruned_loss=0.08227, over 2475214.14 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08024, over 21617.71 utterances.], batch size: 97, lr: 3.57e-04
2022-08-27 08:31:47,151 INFO [train.py:927] (4/8) Epoch 10, batch 25800, giga_loss[loss=0.2255, simple_loss=0.3036, pruned_loss=0.07368, over 12465.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03427, over 86.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08235, over 2475212.17 frames. utt_duration=467 frames, utt_pad_proportion=0.08263, over 21266.71 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2985, pruned_loss=0.07177, over 2468351.70 frames. utt_duration=1147 frames, utt_pad_proportion=0.09393, over 8622.89 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08304, over 2475431.98 frames. utt_duration=450.3 frames, utt_pad_proportion=0.08025, over 22063.85 utterances.], batch size: 86, lr: 3.57e-04
2022-08-27 08:33:25,631 INFO [train.py:927] (4/8) Epoch 10, batch 25850, giga_loss[loss=0.204, simple_loss=0.2831, pruned_loss=0.06243, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3147, pruned_loss=0.0799, over 2474927.43 frames. utt_duration=458.5 frames, utt_pad_proportion=0.08194, over 21659.42 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2989, pruned_loss=0.07194, over 2468351.90 frames. utt_duration=1137 frames, utt_pad_proportion=0.09715, over 8693.28 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3155, pruned_loss=0.08038, over 2475158.81 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07895, over 22339.89 utterances.], batch size: 45, lr: 3.57e-04
2022-08-27 08:35:15,507 INFO [train.py:927] (4/8) Epoch 10, batch 25900, giga_loss[loss=0.1995, simple_loss=0.2833, pruned_loss=0.05781, over 12457.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3135, pruned_loss=0.07884, over 2475332.89 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07796, over 21601.71 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2989, pruned_loss=0.07194, over 2468351.90 frames. utt_duration=1137 frames, utt_pad_proportion=0.09715, over 8693.28 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07921, over 2475512.98 frames. utt_duration=448.9 frames, utt_pad_proportion=0.0757, over 22131.33 utterances.], batch size: 75, lr: 3.56e-04
2022-08-27 08:36:57,412 INFO [train.py:927] (4/8) Epoch 10, batch 25950, giga_loss[loss=0.2591, simple_loss=0.3268, pruned_loss=0.0957, over 12464.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0424, over 114.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3106, pruned_loss=0.07773, over 2474841.43 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07368, over 20662.65 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07171, over 2468483.32 frames. utt_duration=1146 frames, utt_pad_proportion=0.09476, over 8625.98 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3118, pruned_loss=0.07844, over 2475092.54 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07263, over 21566.19 utterances.], batch size: 114, lr: 3.56e-04
2022-08-27 08:38:39,986 INFO [train.py:927] (4/8) Epoch 10, batch 26000, giga_loss[loss=0.2887, simple_loss=0.3463, pruned_loss=0.1156, over 12355.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3132, pruned_loss=0.07931, over 2474606.76 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07319, over 21138.19 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07177, over 2468623.40 frames. utt_duration=1140 frames, utt_pad_proportion=0.09768, over 8674.32 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3145, pruned_loss=0.08002, over 2474850.11 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07094, over 22152.63 utterances.], batch size: 257, lr: 3.56e-04
2022-08-27 08:40:24,343 INFO [train.py:927] (4/8) Epoch 10, batch 26050, giga_loss[loss=0.2109, simple_loss=0.2926, pruned_loss=0.06464, over 12359.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03511, over 104.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3147, pruned_loss=0.08143, over 2474720.93 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08158, over 22300.56 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2986, pruned_loss=0.07187, over 2469134.47 frames. utt_duration=1134 frames, utt_pad_proportion=0.0977, over 8720.76 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3162, pruned_loss=0.08211, over 2474586.38 frames. utt_duration=425 frames, utt_pad_proportion=0.07936, over 23370.02 utterances.], batch size: 104, lr: 3.56e-04
2022-08-27 08:42:07,805 INFO [train.py:927] (4/8) Epoch 10, batch 26100, giga_loss[loss=0.2183, simple_loss=0.3028, pruned_loss=0.0669, over 12349.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02959, over 70.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3138, pruned_loss=0.0805, over 2474539.02 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07508, over 21111.37 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2978, pruned_loss=0.07142, over 2469390.32 frames. utt_duration=1145 frames, utt_pad_proportion=0.09502, over 8640.39 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3163, pruned_loss=0.08178, over 2474386.26 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07429, over 22511.99 utterances.], batch size: 70, lr: 3.56e-04
2022-08-27 08:43:53,325 INFO [train.py:927] (4/8) Epoch 10, batch 26150, giga_loss[loss=0.2457, simple_loss=0.3232, pruned_loss=0.08413, over 12381.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03271, over 122.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08061, over 2474494.54 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07105, over 20332.23 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2982, pruned_loss=0.07165, over 2469534.40 frames. utt_duration=1138 frames, utt_pad_proportion=0.09696, over 8691.00 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3169, pruned_loss=0.08161, over 2474324.22 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06985, over 21614.85 utterances.], batch size: 122, lr: 3.56e-04
2022-08-27 08:45:44,412 INFO [train.py:927] (4/8) Epoch 10, batch 26200, giga_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.06753, over 12290.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.05398, over 26.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3179, pruned_loss=0.08227, over 2475561.19 frames. utt_duration=466.2 frames, utt_pad_proportion=0.0697, over 21308.36 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2982, pruned_loss=0.07159, over 2469646.73 frames. utt_duration=1139 frames, utt_pad_proportion=0.09657, over 8687.54 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3195, pruned_loss=0.08314, over 2475357.66 frames. utt_duration=444.2 frames, utt_pad_proportion=0.06894, over 22362.46 utterances.], batch size: 26, lr: 3.56e-04
2022-08-27 08:47:30,651 INFO [train.py:927] (4/8) Epoch 10, batch 26250, giga_loss[loss=0.2772, simple_loss=0.3469, pruned_loss=0.1038, over 12415.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3181, pruned_loss=0.08167, over 2475133.74 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07345, over 21630.76 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2989, pruned_loss=0.07205, over 2469515.79 frames. utt_duration=1120 frames, utt_pad_proportion=0.1031, over 8828.08 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.319, pruned_loss=0.08209, over 2475184.89 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07026, over 22517.21 utterances.], batch size: 183, lr: 3.56e-04
2022-08-27 08:49:15,073 INFO [train.py:927] (4/8) Epoch 10, batch 26300, giga_loss[loss=0.2247, simple_loss=0.3043, pruned_loss=0.07255, over 12441.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03575, over 123.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3174, pruned_loss=0.08177, over 2474623.73 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07283, over 21513.97 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2989, pruned_loss=0.07199, over 2469204.58 frames. utt_duration=1125 frames, utt_pad_proportion=0.102, over 8794.84 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3183, pruned_loss=0.08228, over 2475021.81 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07056, over 22410.52 utterances.], batch size: 123, lr: 3.56e-04
2022-08-27 08:50:59,150 INFO [train.py:927] (4/8) Epoch 10, batch 26350, giga_loss[loss=0.2602, simple_loss=0.3279, pruned_loss=0.09624, over 12428.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0374, over 133.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3166, pruned_loss=0.08216, over 2474780.46 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07683, over 22325.95 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2994, pruned_loss=0.07237, over 2469147.52 frames. utt_duration=1118 frames, utt_pad_proportion=0.1043, over 8849.36 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08242, over 2475228.13 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07399, over 23222.44 utterances.], batch size: 133, lr: 3.56e-04
2022-08-27 08:52:39,348 INFO [train.py:927] (4/8) Epoch 10, batch 26400, giga_loss[loss=0.2725, simple_loss=0.3279, pruned_loss=0.1086, over 12346.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3157, pruned_loss=0.08233, over 2474062.32 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07875, over 22245.92 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2989, pruned_loss=0.07198, over 2468899.91 frames. utt_duration=1127 frames, utt_pad_proportion=0.1015, over 8774.62 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3173, pruned_loss=0.08327, over 2474868.44 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07701, over 23566.24 utterances.], batch size: 371, lr: 3.56e-04
2022-08-27 08:54:20,794 INFO [train.py:927] (4/8) Epoch 10, batch 26450, giga_loss[loss=0.2731, simple_loss=0.34, pruned_loss=0.1031, over 12387.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07436, over 212.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3168, pruned_loss=0.08348, over 2474844.57 frames. utt_duration=445 frames, utt_pad_proportion=0.07955, over 22317.26 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2995, pruned_loss=0.07233, over 2468997.33 frames. utt_duration=1113 frames, utt_pad_proportion=0.1045, over 8882.99 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3179, pruned_loss=0.08411, over 2475504.48 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07686, over 23513.94 utterances.], batch size: 212, lr: 3.56e-04
2022-08-27 08:56:01,123 INFO [train.py:927] (4/8) Epoch 10, batch 26500, giga_loss[loss=0.228, simple_loss=0.3076, pruned_loss=0.07419, over 12382.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02976, over 85.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3178, pruned_loss=0.08433, over 2474543.38 frames. utt_duration=453.5 frames, utt_pad_proportion=0.0776, over 21895.75 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2998, pruned_loss=0.07255, over 2469098.34 frames. utt_duration=1104 frames, utt_pad_proportion=0.1075, over 8955.58 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3185, pruned_loss=0.08469, over 2475001.20 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07446, over 22828.01 utterances.], batch size: 85, lr: 3.56e-04
2022-08-27 08:57:42,428 INFO [train.py:927] (4/8) Epoch 10, batch 26550, giga_loss[loss=0.2455, simple_loss=0.3203, pruned_loss=0.08535, over 12345.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03297, over 85.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3188, pruned_loss=0.08474, over 2475111.43 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07795, over 21938.64 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3009, pruned_loss=0.07292, over 2469327.62 frames. utt_duration=1082 frames, utt_pad_proportion=0.1142, over 9144.58 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3186, pruned_loss=0.08489, over 2475364.43 frames. utt_duration=437 frames, utt_pad_proportion=0.07239, over 22734.34 utterances.], batch size: 85, lr: 3.56e-04
2022-08-27 08:59:24,856 INFO [train.py:927] (4/8) Epoch 10, batch 26600, giga_loss[loss=0.2605, simple_loss=0.3355, pruned_loss=0.0928, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.08512, over 2474758.75 frames. utt_duration=451 frames, utt_pad_proportion=0.07889, over 22020.64 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3021, pruned_loss=0.07348, over 2469474.17 frames. utt_duration=1063 frames, utt_pad_proportion=0.1199, over 9307.88 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3193, pruned_loss=0.08487, over 2474898.54 frames. utt_duration=438 frames, utt_pad_proportion=0.07172, over 22676.66 utterances.], batch size: 146, lr: 3.56e-04
2022-08-27 08:59:55,676 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-27 09:02:20,166 INFO [train.py:927] (4/8) Epoch 11, batch 50, giga_loss[loss=0.2181, simple_loss=0.3025, pruned_loss=0.0668, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07365, over 213.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3146, pruned_loss=0.06937, over 548316.56 frames. utt_duration=581.8 frames, utt_pad_proportion=0.0491, over 3779.34 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.3024, pruned_loss=0.06072, over 49018.08 frames. utt_duration=1412 frames, utt_pad_proportion=0.007567, over 138.99 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3158, pruned_loss=0.07015, over 509401.76 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05052, over 3689.71 utterances.], batch size: 213, lr: 3.47e-04
2022-08-27 09:04:00,699 INFO [train.py:927] (4/8) Epoch 11, batch 100, giga_loss[loss=0.1917, simple_loss=0.2604, pruned_loss=0.06152, over 12228.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03138, over 39.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2948, pruned_loss=0.06131, over 974652.63 frames. utt_duration=571 frames, utt_pad_proportion=0.06307, over 6845.51 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.05696, over 132612.65 frames. utt_duration=1360 frames, utt_pad_proportion=0.01693, over 390.36 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2959, pruned_loss=0.06205, over 889791.07 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06528, over 6711.26 utterances.], batch size: 39, lr: 3.47e-04
2022-08-27 09:05:46,897 INFO [train.py:927] (4/8) Epoch 11, batch 150, giga_loss[loss=0.1649, simple_loss=0.2408, pruned_loss=0.04453, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02711, over 45.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2799, pruned_loss=0.05515, over 1306710.49 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06023, over 9684.64 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2903, pruned_loss=0.05638, over 167419.92 frames. utt_duration=1382 frames, utt_pad_proportion=0.01492, over 485.03 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2795, pruned_loss=0.0553, over 1222110.22 frames. utt_duration=510 frames, utt_pad_proportion=0.06198, over 9613.92 utterances.], batch size: 45, lr: 3.47e-04
2022-08-27 09:07:26,179 INFO [train.py:927] (4/8) Epoch 11, batch 200, giga_loss[loss=0.1568, simple_loss=0.2353, pruned_loss=0.03912, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0307, over 42.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2707, pruned_loss=0.05192, over 1565351.81 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05957, over 11588.57 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2887, pruned_loss=0.05542, over 235728.08 frames. utt_duration=1392 frames, utt_pad_proportion=0.0134, over 677.97 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2694, pruned_loss=0.05185, over 1469776.75 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06152, over 11628.14 utterances.], batch size: 42, lr: 3.47e-04
2022-08-27 09:09:07,231 INFO [train.py:927] (4/8) Epoch 11, batch 250, giga_loss[loss=0.1752, simple_loss=0.25, pruned_loss=0.05016, over 12409.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04726, over 34.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2668, pruned_loss=0.05053, over 1767126.08 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05649, over 12703.89 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2938, pruned_loss=0.05836, over 301840.01 frames. utt_duration=1242 frames, utt_pad_proportion=0.05636, over 972.91 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2641, pruned_loss=0.04975, over 1669054.94 frames. utt_duration=524 frames, utt_pad_proportion=0.05577, over 12778.31 utterances.], batch size: 34, lr: 3.47e-04
2022-08-27 09:10:46,693 INFO [train.py:927] (4/8) Epoch 11, batch 300, giga_loss[loss=0.1485, simple_loss=0.2349, pruned_loss=0.03105, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.0322, over 62.00 utterances.], tot_loss[loss=0.1799, simple_loss=0.2626, pruned_loss=0.04856, over 1923489.94 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06023, over 13922.65 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2957, pruned_loss=0.05865, over 355255.32 frames. utt_duration=1268 frames, utt_pad_proportion=0.04879, over 1122.10 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2592, pruned_loss=0.04757, over 1831579.14 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06031, over 14134.75 utterances.], batch size: 62, lr: 3.47e-04
2022-08-27 09:12:27,670 INFO [train.py:927] (4/8) Epoch 11, batch 350, giga_loss[loss=0.1548, simple_loss=0.2361, pruned_loss=0.03672, over 12302.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03084, over 51.00 utterances.], tot_loss[loss=0.1778, simple_loss=0.2602, pruned_loss=0.04768, over 2045215.58 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06026, over 14652.57 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2977, pruned_loss=0.0599, over 427906.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.04161, over 1344.47 utterances.], giga_tot_loss[loss=0.1741, simple_loss=0.2557, pruned_loss=0.04624, over 1956195.91 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06108, over 15038.62 utterances.], batch size: 51, lr: 3.47e-04
2022-08-27 09:14:05,957 INFO [train.py:927] (4/8) Epoch 11, batch 400, giga_loss[loss=0.1372, simple_loss=0.2252, pruned_loss=0.02459, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03234, over 28.00 utterances.], tot_loss[loss=0.1737, simple_loss=0.2559, pruned_loss=0.04581, over 2140132.18 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05763, over 14784.66 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2967, pruned_loss=0.05955, over 488383.96 frames. utt_duration=1260 frames, utt_pad_proportion=0.04256, over 1552.56 utterances.], giga_tot_loss[loss=0.1699, simple_loss=0.2512, pruned_loss=0.04428, over 2058674.06 frames. utt_duration=541 frames, utt_pad_proportion=0.05852, over 15263.57 utterances.], batch size: 28, lr: 3.47e-04
2022-08-27 09:15:44,882 INFO [train.py:927] (4/8) Epoch 11, batch 450, libri_loss[loss=0.2168, simple_loss=0.3059, pruned_loss=0.06388, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006374, over 33.00 utterances.], tot_loss[loss=0.1708, simple_loss=0.2529, pruned_loss=0.04438, over 2214218.87 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06404, over 16005.57 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2965, pruned_loss=0.05896, over 546946.89 frames. utt_duration=1290 frames, utt_pad_proportion=0.03992, over 1698.21 utterances.], giga_tot_loss[loss=0.1667, simple_loss=0.2478, pruned_loss=0.04281, over 2141174.40 frames. utt_duration=516.2 frames, utt_pad_proportion=0.065, over 16640.52 utterances.], batch size: 33, lr: 3.47e-04
2022-08-27 09:17:22,500 INFO [train.py:927] (4/8) Epoch 11, batch 500, libri_loss[loss=0.1652, simple_loss=0.2475, pruned_loss=0.04151, over 12263.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.0333, over 27.00 utterances.], tot_loss[loss=0.1749, simple_loss=0.2574, pruned_loss=0.04616, over 2271898.48 frames. utt_duration=533.3 frames, utt_pad_proportion=0.07049, over 17089.31 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2938, pruned_loss=0.0576, over 604121.92 frames. utt_duration=1310 frames, utt_pad_proportion=0.0381, over 1847.34 utterances.], giga_tot_loss[loss=0.1714, simple_loss=0.2531, pruned_loss=0.0449, over 2207085.89 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07142, over 17865.32 utterances.], batch size: 27, lr: 3.47e-04
2022-08-27 09:19:04,586 INFO [train.py:927] (4/8) Epoch 11, batch 550, giga_loss[loss=0.2324, simple_loss=0.3223, pruned_loss=0.07124, over 12393.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04401, over 146.00 utterances.], tot_loss[loss=0.1867, simple_loss=0.2699, pruned_loss=0.05172, over 2316359.04 frames. utt_duration=558.9 frames, utt_pad_proportion=0.0636, over 16621.66 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.05774, over 677331.23 frames. utt_duration=1332 frames, utt_pad_proportion=0.03429, over 2036.18 utterances.], giga_tot_loss[loss=0.1834, simple_loss=0.2659, pruned_loss=0.05048, over 2257670.23 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06548, over 17606.12 utterances.], batch size: 146, lr: 3.47e-04
2022-08-27 09:20:43,943 INFO [train.py:927] (4/8) Epoch 11, batch 600, giga_loss[loss=0.1982, simple_loss=0.294, pruned_loss=0.05126, over 12464.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03152, over 92.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2768, pruned_loss=0.05415, over 2351495.02 frames. utt_duration=541 frames, utt_pad_proportion=0.07011, over 17433.91 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2923, pruned_loss=0.05757, over 695192.71 frames. utt_duration=1334 frames, utt_pad_proportion=0.03349, over 2086.71 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2737, pruned_loss=0.05324, over 2304168.09 frames. utt_duration=505.5 frames, utt_pad_proportion=0.0714, over 18286.90 utterances.], batch size: 92, lr: 3.47e-04
2022-08-27 09:22:26,780 INFO [train.py:927] (4/8) Epoch 11, batch 650, giga_loss[loss=0.2383, simple_loss=0.3087, pruned_loss=0.08391, over 12377.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2809, pruned_loss=0.05552, over 2379040.07 frames. utt_duration=517.5 frames, utt_pad_proportion=0.0731, over 18443.53 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2914, pruned_loss=0.05726, over 703962.75 frames. utt_duration=1340 frames, utt_pad_proportion=0.03349, over 2103.28 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2787, pruned_loss=0.05491, over 2341654.12 frames. utt_duration=490.1 frames, utt_pad_proportion=0.074, over 19168.47 utterances.], batch size: 258, lr: 3.47e-04
2022-08-27 09:24:05,142 INFO [train.py:927] (4/8) Epoch 11, batch 700, giga_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07211, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02723, over 45.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2852, pruned_loss=0.0579, over 2400254.03 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07092, over 18582.67 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05723, over 798714.80 frames. utt_duration=1340 frames, utt_pad_proportion=0.03018, over 2386.22 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2832, pruned_loss=0.05745, over 2365553.43 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07279, over 19766.80 utterances.], batch size: 45, lr: 3.47e-04
2022-08-27 09:25:46,832 INFO [train.py:927] (4/8) Epoch 11, batch 750, giga_loss[loss=0.2221, simple_loss=0.3099, pruned_loss=0.06713, over 12371.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06525, over 183.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2895, pruned_loss=0.05981, over 2416104.86 frames. utt_duration=523 frames, utt_pad_proportion=0.0721, over 18530.74 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05752, over 856332.95 frames. utt_duration=1316 frames, utt_pad_proportion=0.0407, over 2605.62 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2879, pruned_loss=0.05947, over 2386211.59 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07302, over 19813.70 utterances.], batch size: 183, lr: 3.47e-04
2022-08-27 09:27:28,997 INFO [train.py:927] (4/8) Epoch 11, batch 800, giga_loss[loss=0.2076, simple_loss=0.2981, pruned_loss=0.05858, over 12397.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06336, over 183.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2926, pruned_loss=0.06063, over 2428692.70 frames. utt_duration=532.3 frames, utt_pad_proportion=0.0728, over 18301.83 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2905, pruned_loss=0.05715, over 895827.57 frames. utt_duration=1304 frames, utt_pad_proportion=0.04267, over 2751.11 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2915, pruned_loss=0.06055, over 2404155.63 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07354, over 19535.63 utterances.], batch size: 183, lr: 3.47e-04
2022-08-27 09:29:11,406 INFO [train.py:927] (4/8) Epoch 11, batch 850, giga_loss[loss=0.1838, simple_loss=0.2751, pruned_loss=0.04626, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03695, over 28.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2946, pruned_loss=0.06045, over 2437168.30 frames. utt_duration=563.3 frames, utt_pad_proportion=0.07078, over 17351.90 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2917, pruned_loss=0.05792, over 934506.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.05167, over 2943.57 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2934, pruned_loss=0.0602, over 2417020.27 frames. utt_duration=524 frames, utt_pad_proportion=0.07069, over 18503.23 utterances.], batch size: 28, lr: 3.47e-04
2022-08-27 09:30:49,655 INFO [train.py:927] (4/8) Epoch 11, batch 900, giga_loss[loss=0.2044, simple_loss=0.2854, pruned_loss=0.06167, over 12458.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03767, over 40.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2947, pruned_loss=0.05924, over 2444557.06 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06893, over 16704.82 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05726, over 964978.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.0498, over 3010.18 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2938, pruned_loss=0.05931, over 2428041.75 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06934, over 17808.42 utterances.], batch size: 40, lr: 3.47e-04
2022-08-27 09:32:32,294 INFO [train.py:927] (4/8) Epoch 11, batch 950, giga_loss[loss=0.2195, simple_loss=0.3028, pruned_loss=0.06814, over 12364.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02834, over 70.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.298, pruned_loss=0.06257, over 2451089.39 frames. utt_duration=582.2 frames, utt_pad_proportion=0.06801, over 16883.58 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2915, pruned_loss=0.0571, over 994824.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.04821, over 3097.43 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2975, pruned_loss=0.06278, over 2437605.07 frames. utt_duration=545 frames, utt_pad_proportion=0.06882, over 17941.64 utterances.], batch size: 70, lr: 3.47e-04
2022-08-27 09:34:13,501 INFO [train.py:927] (4/8) Epoch 11, batch 1000, giga_loss[loss=0.2173, simple_loss=0.3075, pruned_loss=0.06352, over 12415.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04994, over 161.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2993, pruned_loss=0.06483, over 2456180.79 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06579, over 17332.44 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2912, pruned_loss=0.05703, over 1031602.90 frames. utt_duration=1289 frames, utt_pad_proportion=0.04621, over 3204.01 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2992, pruned_loss=0.06518, over 2444810.25 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06701, over 18385.42 utterances.], batch size: 161, lr: 3.47e-04
2022-08-27 09:35:52,487 INFO [train.py:927] (4/8) Epoch 11, batch 1050, giga_loss[loss=0.2508, simple_loss=0.3078, pruned_loss=0.0969, over 12316.00 frames. utt_duration=1333 frames, utt_pad_proportion=0.03706, over 37.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2978, pruned_loss=0.06488, over 2459639.04 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06605, over 17447.16 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2902, pruned_loss=0.05651, over 1073838.92 frames. utt_duration=1301 frames, utt_pad_proportion=0.04385, over 3305.53 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.06555, over 2450514.84 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06752, over 18560.21 utterances.], batch size: 37, lr: 3.47e-04
2022-08-27 09:37:38,639 INFO [train.py:927] (4/8) Epoch 11, batch 1100, giga_loss[loss=0.2107, simple_loss=0.3028, pruned_loss=0.05931, over 12377.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04576, over 146.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2965, pruned_loss=0.06346, over 2463012.68 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06264, over 16973.97 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2904, pruned_loss=0.0565, over 1115259.66 frames. utt_duration=1301 frames, utt_pad_proportion=0.04231, over 3431.65 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.297, pruned_loss=0.06421, over 2455404.30 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06456, over 18121.72 utterances.], batch size: 146, lr: 3.47e-04
2022-08-27 09:39:18,568 INFO [train.py:927] (4/8) Epoch 11, batch 1150, giga_loss[loss=0.1793, simple_loss=0.2664, pruned_loss=0.04605, over 12365.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06567, over 183.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2932, pruned_loss=0.0625, over 2465568.51 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06522, over 18048.19 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2905, pruned_loss=0.05672, over 1135535.91 frames. utt_duration=1303 frames, utt_pad_proportion=0.04121, over 3488.90 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2936, pruned_loss=0.06309, over 2459421.68 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06683, over 19086.24 utterances.], batch size: 183, lr: 3.46e-04
2022-08-27 09:41:00,352 INFO [train.py:927] (4/8) Epoch 11, batch 1200, giga_loss[loss=0.2206, simple_loss=0.3024, pruned_loss=0.06935, over 12401.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07308, over 212.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.289, pruned_loss=0.06121, over 2467628.87 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06942, over 19237.78 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05676, over 1155338.67 frames. utt_duration=1296 frames, utt_pad_proportion=0.042, over 3569.32 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2893, pruned_loss=0.06172, over 2462811.34 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07045, over 20187.79 utterances.], batch size: 212, lr: 3.46e-04
2022-08-27 09:42:42,226 INFO [train.py:927] (4/8) Epoch 11, batch 1250, giga_loss[loss=0.2015, simple_loss=0.2813, pruned_loss=0.06084, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02844, over 48.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.06227, over 2468851.89 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06862, over 19412.47 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.0571, over 1168389.92 frames. utt_duration=1298 frames, utt_pad_proportion=0.04131, over 3605.55 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2898, pruned_loss=0.06257, over 2465109.95 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06967, over 20275.98 utterances.], batch size: 48, lr: 3.46e-04
2022-08-27 09:44:25,219 INFO [train.py:927] (4/8) Epoch 11, batch 1300, giga_loss[loss=0.1858, simple_loss=0.2726, pruned_loss=0.04947, over 12360.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2869, pruned_loss=0.0608, over 2469825.25 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06554, over 18422.37 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2905, pruned_loss=0.05675, over 1200340.61 frames. utt_duration=1308 frames, utt_pad_proportion=0.03982, over 3674.77 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06129, over 2467060.19 frames. utt_duration=510.6 frames, utt_pad_proportion=0.067, over 19384.35 utterances.], batch size: 58, lr: 3.46e-04
2022-08-27 09:46:04,912 INFO [train.py:927] (4/8) Epoch 11, batch 1350, giga_loss[loss=0.182, simple_loss=0.2591, pruned_loss=0.0525, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2828, pruned_loss=0.05883, over 2470998.66 frames. utt_duration=572 frames, utt_pad_proportion=0.06037, over 17326.24 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2896, pruned_loss=0.05639, over 1238081.70 frames. utt_duration=1319 frames, utt_pad_proportion=0.03815, over 3758.39 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2832, pruned_loss=0.05947, over 2468673.65 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06239, over 18396.20 utterances.], batch size: 31, lr: 3.46e-04
2022-08-27 09:47:46,559 INFO [train.py:927] (4/8) Epoch 11, batch 1400, libri_loss[loss=0.1772, simple_loss=0.271, pruned_loss=0.04169, over 12221.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006517, over 31.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2801, pruned_loss=0.05787, over 2470668.66 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05913, over 16757.96 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05642, over 1268343.15 frames. utt_duration=1324 frames, utt_pad_proportion=0.03683, over 3837.60 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2802, pruned_loss=0.05841, over 2469039.53 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06131, over 17845.21 utterances.], batch size: 31, lr: 3.46e-04
2022-08-27 09:49:28,808 INFO [train.py:927] (4/8) Epoch 11, batch 1450, giga_loss[loss=0.1882, simple_loss=0.2678, pruned_loss=0.05432, over 12419.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02758, over 58.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2771, pruned_loss=0.05651, over 2470970.90 frames. utt_duration=628.3 frames, utt_pad_proportion=0.05499, over 15767.87 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.289, pruned_loss=0.05604, over 1303924.27 frames. utt_duration=1333 frames, utt_pad_proportion=0.03538, over 3918.42 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2772, pruned_loss=0.05714, over 2469708.10 frames. utt_duration=586 frames, utt_pad_proportion=0.05759, over 16900.16 utterances.], batch size: 58, lr: 3.46e-04
2022-08-27 09:51:11,415 INFO [train.py:927] (4/8) Epoch 11, batch 1500, giga_loss[loss=0.1885, simple_loss=0.2743, pruned_loss=0.05131, over 12446.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.03033, over 113.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2752, pruned_loss=0.05571, over 2471017.62 frames. utt_duration=621.2 frames, utt_pad_proportion=0.05481, over 15950.66 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2878, pruned_loss=0.05554, over 1332302.59 frames. utt_duration=1338 frames, utt_pad_proportion=0.03477, over 3988.89 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2756, pruned_loss=0.05644, over 2470427.58 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05718, over 17048.78 utterances.], batch size: 113, lr: 3.46e-04
2022-08-27 09:52:53,379 INFO [train.py:927] (4/8) Epoch 11, batch 1550, giga_loss[loss=0.2171, simple_loss=0.3038, pruned_loss=0.06521, over 12364.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0428, over 133.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2756, pruned_loss=0.05605, over 2471836.95 frames. utt_duration=614 frames, utt_pad_proportion=0.05709, over 16143.28 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2875, pruned_loss=0.05543, over 1354810.37 frames. utt_duration=1333 frames, utt_pad_proportion=0.03553, over 4070.43 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2757, pruned_loss=0.05668, over 2471477.26 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05886, over 17155.89 utterances.], batch size: 133, lr: 3.46e-04
2022-08-27 09:54:31,743 INFO [train.py:927] (4/8) Epoch 11, batch 1600, libri_loss[loss=0.2191, simple_loss=0.3061, pruned_loss=0.06606, over 12267.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008255, over 37.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.28, pruned_loss=0.05826, over 2471503.75 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05839, over 16394.26 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2875, pruned_loss=0.0552, over 1419359.20 frames. utt_duration=1335 frames, utt_pad_proportion=0.03363, over 4257.95 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2796, pruned_loss=0.05902, over 2471844.89 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06067, over 17723.41 utterances.], batch size: 37, lr: 3.46e-04
2022-08-27 09:56:14,321 INFO [train.py:927] (4/8) Epoch 11, batch 1650, giga_loss[loss=0.2594, simple_loss=0.3372, pruned_loss=0.09076, over 12417.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0468, over 161.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.0616, over 2471868.28 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06196, over 17275.31 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2872, pruned_loss=0.05507, over 1424726.40 frames. utt_duration=1337 frames, utt_pad_proportion=0.03342, over 4268.66 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2865, pruned_loss=0.06228, over 2472035.54 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06357, over 18364.09 utterances.], batch size: 161, lr: 3.46e-04
2022-08-27 09:57:57,207 INFO [train.py:927] (4/8) Epoch 11, batch 1700, giga_loss[loss=0.2845, simple_loss=0.3461, pruned_loss=0.1115, over 12368.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2913, pruned_loss=0.06322, over 2471552.25 frames. utt_duration=562 frames, utt_pad_proportion=0.06454, over 17638.30 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2861, pruned_loss=0.05459, over 1460585.68 frames. utt_duration=1340 frames, utt_pad_proportion=0.03264, over 4364.89 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2918, pruned_loss=0.06427, over 2471907.08 frames. utt_duration=526.1 frames, utt_pad_proportion=0.0662, over 18848.41 utterances.], batch size: 259, lr: 3.46e-04
2022-08-27 09:59:39,142 INFO [train.py:927] (4/8) Epoch 11, batch 1750, giga_loss[loss=0.1944, simple_loss=0.2866, pruned_loss=0.05114, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03103, over 48.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2972, pruned_loss=0.06538, over 2472489.59 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06215, over 18035.82 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2861, pruned_loss=0.05476, over 1480220.33 frames. utt_duration=1342 frames, utt_pad_proportion=0.03198, over 4417.17 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2978, pruned_loss=0.06631, over 2473199.41 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06394, over 19205.23 utterances.], batch size: 48, lr: 3.46e-04
2022-08-27 10:01:23,392 INFO [train.py:927] (4/8) Epoch 11, batch 1800, giga_loss[loss=0.2429, simple_loss=0.3123, pruned_loss=0.08677, over 12394.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1001, over 257.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2943, pruned_loss=0.06241, over 2473109.01 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05811, over 17641.52 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2856, pruned_loss=0.05457, over 1490073.25 frames. utt_duration=1347 frames, utt_pad_proportion=0.03203, over 4430.95 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2951, pruned_loss=0.06332, over 2473713.11 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05983, over 18664.30 utterances.], batch size: 257, lr: 3.46e-04
2022-08-27 10:03:07,595 INFO [train.py:927] (4/8) Epoch 11, batch 1850, giga_loss[loss=0.2304, simple_loss=0.3123, pruned_loss=0.07429, over 12447.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2945, pruned_loss=0.06205, over 2472942.39 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05769, over 17575.52 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2855, pruned_loss=0.05427, over 1509314.01 frames. utt_duration=1350 frames, utt_pad_proportion=0.03148, over 4476.09 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2954, pruned_loss=0.06306, over 2473648.47 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05934, over 18577.27 utterances.], batch size: 123, lr: 3.46e-04
2022-08-27 10:04:52,746 INFO [train.py:927] (4/8) Epoch 11, batch 1900, giga_loss[loss=0.2426, simple_loss=0.314, pruned_loss=0.08566, over 12353.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1969, over 366.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.06346, over 2472280.65 frames. utt_duration=554 frames, utt_pad_proportion=0.06067, over 17897.13 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2856, pruned_loss=0.05439, over 1528197.35 frames. utt_duration=1332 frames, utt_pad_proportion=0.03831, over 4594.43 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2974, pruned_loss=0.06434, over 2473057.25 frames. utt_duration=527 frames, utt_pad_proportion=0.06065, over 18825.41 utterances.], batch size: 366, lr: 3.46e-04
2022-08-27 10:06:38,261 INFO [train.py:927] (4/8) Epoch 11, batch 1950, giga_loss[loss=0.2591, simple_loss=0.3403, pruned_loss=0.08895, over 12420.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2992, pruned_loss=0.06551, over 2472696.37 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05925, over 17779.89 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.05507, over 1551633.77 frames. utt_duration=1333 frames, utt_pad_proportion=0.03777, over 4663.03 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2999, pruned_loss=0.06603, over 2473239.26 frames. utt_duration=529 frames, utt_pad_proportion=0.05961, over 18752.72 utterances.], batch size: 105, lr: 3.46e-04
2022-08-27 10:08:22,989 INFO [train.py:927] (4/8) Epoch 11, batch 2000, giga_loss[loss=0.194, simple_loss=0.2932, pruned_loss=0.04739, over 12471.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02966, over 75.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2998, pruned_loss=0.06636, over 2473595.66 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05964, over 17756.95 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2853, pruned_loss=0.05492, over 1560840.73 frames. utt_duration=1337 frames, utt_pad_proportion=0.03739, over 4676.38 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3009, pruned_loss=0.06696, over 2473998.89 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06006, over 18629.01 utterances.], batch size: 75, lr: 3.46e-04
2022-08-27 10:10:05,379 INFO [train.py:927] (4/8) Epoch 11, batch 2050, giga_loss[loss=0.2457, simple_loss=0.3237, pruned_loss=0.0838, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03544, over 86.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3026, pruned_loss=0.06744, over 2473272.78 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05853, over 17754.35 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2853, pruned_loss=0.05488, over 1583286.90 frames. utt_duration=1332 frames, utt_pad_proportion=0.0381, over 4761.70 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3038, pruned_loss=0.06822, over 2473711.04 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05896, over 18667.45 utterances.], batch size: 86, lr: 3.46e-04
2022-08-27 10:11:47,687 INFO [train.py:927] (4/8) Epoch 11, batch 2100, giga_loss[loss=0.1991, simple_loss=0.289, pruned_loss=0.05462, over 12370.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04423, over 26.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3015, pruned_loss=0.06681, over 2472630.35 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06074, over 17541.46 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2848, pruned_loss=0.05473, over 1609266.07 frames. utt_duration=1335 frames, utt_pad_proportion=0.0372, over 4828.87 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3032, pruned_loss=0.06783, over 2473313.86 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06136, over 18545.89 utterances.], batch size: 26, lr: 3.46e-04
2022-08-27 10:13:38,322 INFO [train.py:927] (4/8) Epoch 11, batch 2150, giga_loss[loss=0.2413, simple_loss=0.3111, pruned_loss=0.08581, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03138, over 45.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3001, pruned_loss=0.06651, over 2472752.56 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06303, over 17442.21 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2845, pruned_loss=0.05462, over 1626142.94 frames. utt_duration=1333 frames, utt_pad_proportion=0.03788, over 4884.96 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3019, pruned_loss=0.0676, over 2473530.05 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06345, over 18416.22 utterances.], batch size: 45, lr: 3.46e-04
2022-08-27 10:15:20,726 INFO [train.py:927] (4/8) Epoch 11, batch 2200, giga_loss[loss=0.2395, simple_loss=0.318, pruned_loss=0.08049, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02755, over 45.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3008, pruned_loss=0.06702, over 2472697.10 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05875, over 16705.80 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2848, pruned_loss=0.05461, over 1642779.36 frames. utt_duration=1336 frames, utt_pad_proportion=0.03707, over 4924.88 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3023, pruned_loss=0.06812, over 2473474.38 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05968, over 17663.19 utterances.], batch size: 45, lr: 3.46e-04
2022-08-27 10:17:04,027 INFO [train.py:927] (4/8) Epoch 11, batch 2250, giga_loss[loss=0.2207, simple_loss=0.3054, pruned_loss=0.06804, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03943, over 40.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3009, pruned_loss=0.06663, over 2471796.03 frames. utt_duration=595.8 frames, utt_pad_proportion=0.0611, over 16637.89 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2847, pruned_loss=0.05457, over 1675033.04 frames. utt_duration=1339 frames, utt_pad_proportion=0.03562, over 5009.40 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3027, pruned_loss=0.06798, over 2472740.91 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06234, over 17748.63 utterances.], batch size: 40, lr: 3.46e-04
2022-08-27 10:18:46,276 INFO [train.py:927] (4/8) Epoch 11, batch 2300, giga_loss[loss=0.1874, simple_loss=0.2698, pruned_loss=0.05251, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03601, over 28.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3011, pruned_loss=0.06675, over 2471967.04 frames. utt_duration=620.1 frames, utt_pad_proportion=0.05826, over 15983.65 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2852, pruned_loss=0.05463, over 1698763.55 frames. utt_duration=1337 frames, utt_pad_proportion=0.03453, over 5086.18 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3028, pruned_loss=0.06811, over 2472604.15 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06003, over 17101.26 utterances.], batch size: 28, lr: 3.46e-04
2022-08-27 10:20:30,818 INFO [train.py:927] (4/8) Epoch 11, batch 2350, giga_loss[loss=0.2097, simple_loss=0.2805, pruned_loss=0.06939, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2983, pruned_loss=0.06522, over 2471038.16 frames. utt_duration=642.8 frames, utt_pad_proportion=0.05773, over 15412.75 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2847, pruned_loss=0.05422, over 1724763.13 frames. utt_duration=1343 frames, utt_pad_proportion=0.03426, over 5143.43 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3004, pruned_loss=0.06694, over 2472172.47 frames. utt_duration=597 frames, utt_pad_proportion=0.05965, over 16604.61 utterances.], batch size: 39, lr: 3.46e-04
2022-08-27 10:22:13,523 INFO [train.py:927] (4/8) Epoch 11, batch 2400, giga_loss[loss=0.2206, simple_loss=0.2995, pruned_loss=0.07087, over 12322.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.0342, over 85.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2955, pruned_loss=0.06407, over 2471372.63 frames. utt_duration=629.5 frames, utt_pad_proportion=0.06026, over 15742.36 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2847, pruned_loss=0.05424, over 1728534.32 frames. utt_duration=1344 frames, utt_pad_proportion=0.0341, over 5148.72 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2972, pruned_loss=0.06545, over 2472222.68 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06171, over 16721.31 utterances.], batch size: 85, lr: 3.46e-04
2022-08-27 10:23:57,688 INFO [train.py:927] (4/8) Epoch 11, batch 2450, giga_loss[loss=0.22, simple_loss=0.302, pruned_loss=0.06897, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2936, pruned_loss=0.06332, over 2471510.12 frames. utt_duration=640.5 frames, utt_pad_proportion=0.05864, over 15471.17 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2854, pruned_loss=0.05461, over 1750909.50 frames. utt_duration=1343 frames, utt_pad_proportion=0.03326, over 5222.51 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2947, pruned_loss=0.06445, over 2471865.10 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06049, over 16469.73 utterances.], batch size: 55, lr: 3.46e-04
2022-08-27 10:25:38,861 INFO [train.py:927] (4/8) Epoch 11, batch 2500, giga_loss[loss=0.2566, simple_loss=0.3183, pruned_loss=0.09747, over 12353.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09597, over 255.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2907, pruned_loss=0.06241, over 2472245.39 frames. utt_duration=635.7 frames, utt_pad_proportion=0.0564, over 15591.62 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2853, pruned_loss=0.05451, over 1772109.43 frames. utt_duration=1345 frames, utt_pad_proportion=0.03224, over 5275.24 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.292, pruned_loss=0.06361, over 2472680.94 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05857, over 16632.25 utterances.], batch size: 255, lr: 3.46e-04
2022-08-27 10:27:24,145 INFO [train.py:927] (4/8) Epoch 11, batch 2550, giga_loss[loss=0.168, simple_loss=0.2484, pruned_loss=0.04381, over 12162.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.0329, over 36.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2877, pruned_loss=0.06104, over 2472259.67 frames. utt_duration=627.7 frames, utt_pad_proportion=0.05775, over 15792.19 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2848, pruned_loss=0.05443, over 1792660.81 frames. utt_duration=1347 frames, utt_pad_proportion=0.03191, over 5328.03 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.289, pruned_loss=0.06225, over 2472785.04 frames. utt_duration=588 frames, utt_pad_proportion=0.05976, over 16864.32 utterances.], batch size: 36, lr: 3.46e-04
2022-08-27 10:29:08,684 INFO [train.py:927] (4/8) Epoch 11, batch 2600, giga_loss[loss=0.1954, simple_loss=0.2741, pruned_loss=0.0584, over 12314.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03273, over 51.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2888, pruned_loss=0.06115, over 2472457.85 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05737, over 16473.55 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.285, pruned_loss=0.05454, over 1806093.66 frames. utt_duration=1348 frames, utt_pad_proportion=0.03149, over 5365.08 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2898, pruned_loss=0.06216, over 2472923.34 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05924, over 17474.82 utterances.], batch size: 51, lr: 3.46e-04
2022-08-27 10:30:49,934 INFO [train.py:927] (4/8) Epoch 11, batch 2650, giga_loss[loss=0.2016, simple_loss=0.2942, pruned_loss=0.05453, over 12444.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.03139, over 55.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2905, pruned_loss=0.0612, over 2473237.77 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06065, over 17221.64 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2856, pruned_loss=0.05457, over 1825964.95 frames. utt_duration=1346 frames, utt_pad_proportion=0.03154, over 5434.07 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2911, pruned_loss=0.06219, over 2473501.94 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06228, over 18293.78 utterances.], batch size: 55, lr: 3.45e-04
2022-08-27 10:32:30,818 INFO [train.py:927] (4/8) Epoch 11, batch 2700, giga_loss[loss=0.1729, simple_loss=0.2632, pruned_loss=0.04129, over 12389.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03021, over 62.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.29, pruned_loss=0.06015, over 2474518.21 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05735, over 17568.12 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2861, pruned_loss=0.05481, over 1835805.94 frames. utt_duration=1346 frames, utt_pad_proportion=0.03117, over 5463.44 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2902, pruned_loss=0.06083, over 2474571.92 frames. utt_duration=535 frames, utt_pad_proportion=0.05903, over 18552.32 utterances.], batch size: 62, lr: 3.45e-04
2022-08-27 10:34:11,223 INFO [train.py:927] (4/8) Epoch 11, batch 2750, giga_loss[loss=0.176, simple_loss=0.2738, pruned_loss=0.03909, over 12383.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2885, pruned_loss=0.05939, over 2473926.25 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05688, over 17362.88 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2853, pruned_loss=0.05448, over 1853986.30 frames. utt_duration=1354 frames, utt_pad_proportion=0.03035, over 5484.27 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2892, pruned_loss=0.06029, over 2474631.38 frames. utt_duration=538 frames, utt_pad_proportion=0.0587, over 18449.46 utterances.], batch size: 62, lr: 3.45e-04
2022-08-27 10:35:54,413 INFO [train.py:927] (4/8) Epoch 11, batch 2800, giga_loss[loss=0.2142, simple_loss=0.2954, pruned_loss=0.06646, over 12385.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.0267, over 48.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2899, pruned_loss=0.0602, over 2472951.82 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06034, over 17286.74 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2849, pruned_loss=0.05442, over 1862771.25 frames. utt_duration=1360 frames, utt_pad_proportion=0.0304, over 5486.00 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2908, pruned_loss=0.06103, over 2473918.62 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06173, over 18305.94 utterances.], batch size: 48, lr: 3.45e-04
2022-08-27 10:37:39,447 INFO [train.py:927] (4/8) Epoch 11, batch 2850, giga_loss[loss=0.2093, simple_loss=0.2966, pruned_loss=0.06097, over 12401.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2916, pruned_loss=0.06065, over 2472864.52 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05866, over 16735.54 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2855, pruned_loss=0.05462, over 1877926.33 frames. utt_duration=1361 frames, utt_pad_proportion=0.02964, over 5525.43 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.292, pruned_loss=0.0613, over 2473575.96 frames. utt_duration=558 frames, utt_pad_proportion=0.06039, over 17781.55 utterances.], batch size: 80, lr: 3.45e-04
2022-08-27 10:39:21,065 INFO [train.py:927] (4/8) Epoch 11, batch 2900, giga_loss[loss=0.2046, simple_loss=0.2953, pruned_loss=0.05699, over 12421.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03648, over 113.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2931, pruned_loss=0.06065, over 2473913.92 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05557, over 16602.10 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.286, pruned_loss=0.05493, over 1883714.98 frames. utt_duration=1342 frames, utt_pad_proportion=0.03546, over 5622.74 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2932, pruned_loss=0.06102, over 2474611.27 frames. utt_duration=569 frames, utt_pad_proportion=0.05577, over 17441.44 utterances.], batch size: 113, lr: 3.45e-04
2022-08-27 10:41:01,149 INFO [train.py:927] (4/8) Epoch 11, batch 2950, giga_loss[loss=0.2211, simple_loss=0.2981, pruned_loss=0.07209, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03101, over 97.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2928, pruned_loss=0.06077, over 2473589.10 frames. utt_duration=607.6 frames, utt_pad_proportion=0.05231, over 16326.29 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2864, pruned_loss=0.05506, over 1892577.83 frames. utt_duration=1332 frames, utt_pad_proportion=0.03648, over 5689.01 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2927, pruned_loss=0.06105, over 2474095.53 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05246, over 17075.14 utterances.], batch size: 97, lr: 3.45e-04
2022-08-27 10:42:42,880 INFO [train.py:927] (4/8) Epoch 11, batch 3000, giga_loss[loss=0.1754, simple_loss=0.2592, pruned_loss=0.04579, over 12157.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03694, over 28.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2914, pruned_loss=0.06065, over 2473104.22 frames. utt_duration=611.3 frames, utt_pad_proportion=0.04869, over 16222.54 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2863, pruned_loss=0.05511, over 1906942.69 frames. utt_duration=1337 frames, utt_pad_proportion=0.03565, over 5713.59 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2915, pruned_loss=0.06097, over 2473502.77 frames. utt_duration=582.4 frames, utt_pad_proportion=0.04934, over 17032.20 utterances.], batch size: 28, lr: 3.45e-04
2022-08-27 10:42:42,882 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 10:42:57,340 INFO [train.py:967] (4/8) 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 10:44:36,311 INFO [train.py:927] (4/8) Epoch 11, batch 3050, giga_loss[loss=0.2188, simple_loss=0.3142, pruned_loss=0.06169, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2913, pruned_loss=0.06004, over 2472949.38 frames. utt_duration=595 frames, utt_pad_proportion=0.0541, over 16667.26 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2865, pruned_loss=0.05523, over 1921056.13 frames. utt_duration=1319 frames, utt_pad_proportion=0.04129, over 5831.98 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2914, pruned_loss=0.06035, over 2473178.52 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05305, over 17454.42 utterances.], batch size: 97, lr: 3.45e-04
2022-08-27 10:46:16,299 INFO [train.py:927] (4/8) Epoch 11, batch 3100, giga_loss[loss=0.2266, simple_loss=0.304, pruned_loss=0.07463, over 12374.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03175, over 104.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2923, pruned_loss=0.06041, over 2472935.74 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05496, over 17233.27 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2866, pruned_loss=0.05528, over 1934707.97 frames. utt_duration=1320 frames, utt_pad_proportion=0.04055, over 5869.02 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2924, pruned_loss=0.06073, over 2473116.55 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05443, over 18075.23 utterances.], batch size: 104, lr: 3.45e-04
2022-08-27 10:47:54,881 INFO [train.py:927] (4/8) Epoch 11, batch 3150, giga_loss[loss=0.1873, simple_loss=0.2722, pruned_loss=0.05117, over 12311.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03181, over 62.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2914, pruned_loss=0.06131, over 2472814.25 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05916, over 17753.30 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2868, pruned_loss=0.05544, over 1948089.83 frames. utt_duration=1325 frames, utt_pad_proportion=0.03979, over 5889.12 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2915, pruned_loss=0.06156, over 2472907.74 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05893, over 18671.82 utterances.], batch size: 62, lr: 3.45e-04
2022-08-27 10:49:31,541 INFO [train.py:927] (4/8) Epoch 11, batch 3200, giga_loss[loss=0.2871, simple_loss=0.3489, pruned_loss=0.1127, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2901, pruned_loss=0.0615, over 2472391.47 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05958, over 17792.09 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05547, over 1965769.94 frames. utt_duration=1327 frames, utt_pad_proportion=0.03842, over 5931.45 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2901, pruned_loss=0.06187, over 2472816.55 frames. utt_duration=525.8 frames, utt_pad_proportion=0.05998, over 18867.34 utterances.], batch size: 258, lr: 3.45e-04
2022-08-27 10:51:12,569 INFO [train.py:927] (4/8) Epoch 11, batch 3250, giga_loss[loss=0.2575, simple_loss=0.3184, pruned_loss=0.09832, over 12383.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09773, over 256.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2886, pruned_loss=0.06091, over 2473049.86 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05704, over 17495.92 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2881, pruned_loss=0.05594, over 1983218.30 frames. utt_duration=1323 frames, utt_pad_proportion=0.0382, over 6001.28 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2879, pruned_loss=0.06106, over 2473426.86 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05784, over 18654.88 utterances.], batch size: 256, lr: 3.45e-04
2022-08-27 10:52:52,533 INFO [train.py:927] (4/8) Epoch 11, batch 3300, giga_loss[loss=0.1933, simple_loss=0.2789, pruned_loss=0.05389, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02869, over 42.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2848, pruned_loss=0.05951, over 2473194.51 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05318, over 17053.29 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2878, pruned_loss=0.05589, over 1987736.85 frames. utt_duration=1326 frames, utt_pad_proportion=0.03791, over 6001.26 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2845, pruned_loss=0.0597, over 2473797.97 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05417, over 18060.12 utterances.], batch size: 42, lr: 3.45e-04
2022-08-27 10:54:32,137 INFO [train.py:927] (4/8) Epoch 11, batch 3350, giga_loss[loss=0.1983, simple_loss=0.2875, pruned_loss=0.05457, over 12404.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2869, pruned_loss=0.06042, over 2472367.83 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05555, over 17338.76 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2886, pruned_loss=0.05637, over 2003727.30 frames. utt_duration=1323 frames, utt_pad_proportion=0.03853, over 6064.66 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2861, pruned_loss=0.06035, over 2473543.79 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05632, over 18449.81 utterances.], batch size: 133, lr: 3.45e-04
2022-08-27 10:56:12,066 INFO [train.py:927] (4/8) Epoch 11, batch 3400, giga_loss[loss=0.2113, simple_loss=0.299, pruned_loss=0.06184, over 12350.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03398, over 104.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2879, pruned_loss=0.06046, over 2471890.24 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05319, over 16680.06 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2884, pruned_loss=0.05619, over 2014892.71 frames. utt_duration=1327 frames, utt_pad_proportion=0.0379, over 6080.85 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2873, pruned_loss=0.06063, over 2473229.88 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05428, over 17793.55 utterances.], batch size: 104, lr: 3.45e-04
2022-08-27 10:57:52,625 INFO [train.py:927] (4/8) Epoch 11, batch 3450, giga_loss[loss=0.2683, simple_loss=0.3377, pruned_loss=0.09941, over 12385.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2904, pruned_loss=0.06128, over 2473375.89 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05507, over 17430.12 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2882, pruned_loss=0.05609, over 2028386.93 frames. utt_duration=1333 frames, utt_pad_proportion=0.03714, over 6091.30 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2901, pruned_loss=0.06163, over 2474501.91 frames. utt_duration=533 frames, utt_pad_proportion=0.05619, over 18623.49 utterances.], batch size: 258, lr: 3.45e-04
2022-08-27 10:59:37,333 INFO [train.py:927] (4/8) Epoch 11, batch 3500, giga_loss[loss=0.2937, simple_loss=0.3593, pruned_loss=0.114, over 12401.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2949, pruned_loss=0.06437, over 2473376.59 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05991, over 17719.73 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2884, pruned_loss=0.0562, over 2039249.32 frames. utt_duration=1316 frames, utt_pad_proportion=0.04251, over 6203.20 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2946, pruned_loss=0.06468, over 2474412.37 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05904, over 18815.69 utterances.], batch size: 183, lr: 3.45e-04
2022-08-27 11:01:20,107 INFO [train.py:927] (4/8) Epoch 11, batch 3550, giga_loss[loss=0.222, simple_loss=0.3007, pruned_loss=0.07164, over 12351.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03244, over 85.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3016, pruned_loss=0.06907, over 2473633.69 frames. utt_duration=515 frames, utt_pad_proportion=0.07091, over 19268.35 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.288, pruned_loss=0.05606, over 2045639.42 frames. utt_duration=1321 frames, utt_pad_proportion=0.042, over 6203.16 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3018, pruned_loss=0.06958, over 2474543.04 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07, over 20311.68 utterances.], batch size: 85, lr: 3.45e-04
2022-08-27 11:03:06,267 INFO [train.py:927] (4/8) Epoch 11, batch 3600, giga_loss[loss=0.2707, simple_loss=0.3428, pruned_loss=0.09932, over 12433.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03658, over 123.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.0746, over 2473947.23 frames. utt_duration=497 frames, utt_pad_proportion=0.07578, over 19972.29 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2886, pruned_loss=0.05623, over 2056198.36 frames. utt_duration=1320 frames, utt_pad_proportion=0.04109, over 6238.75 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3091, pruned_loss=0.07521, over 2474700.31 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07533, over 21060.32 utterances.], batch size: 123, lr: 3.45e-04
2022-08-27 11:04:51,157 INFO [train.py:927] (4/8) Epoch 11, batch 3650, giga_loss[loss=0.2915, simple_loss=0.3575, pruned_loss=0.1128, over 12431.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04815, over 161.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3139, pruned_loss=0.07826, over 2473711.61 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07723, over 20452.37 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.289, pruned_loss=0.05631, over 2062445.27 frames. utt_duration=1317 frames, utt_pad_proportion=0.04123, over 6269.98 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07896, over 2474291.50 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07698, over 21474.60 utterances.], batch size: 161, lr: 3.45e-04
2022-08-27 11:06:35,642 INFO [train.py:927] (4/8) Epoch 11, batch 3700, giga_loss[loss=0.2107, simple_loss=0.2924, pruned_loss=0.06453, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03284, over 51.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3178, pruned_loss=0.08193, over 2473536.70 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07802, over 20838.07 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2889, pruned_loss=0.05621, over 2068368.71 frames. utt_duration=1321 frames, utt_pad_proportion=0.04085, over 6269.90 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3183, pruned_loss=0.08286, over 2474182.51 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07804, over 21833.14 utterances.], batch size: 51, lr: 3.45e-04
2022-08-27 11:08:24,322 INFO [train.py:927] (4/8) Epoch 11, batch 3750, giga_loss[loss=0.2661, simple_loss=0.3378, pruned_loss=0.09718, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3218, pruned_loss=0.08515, over 2473714.05 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0762, over 20898.05 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2891, pruned_loss=0.05637, over 2082460.72 frames. utt_duration=1325 frames, utt_pad_proportion=0.03957, over 6293.29 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.323, pruned_loss=0.08665, over 2474115.02 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07699, over 22142.78 utterances.], batch size: 58, lr: 3.45e-04
2022-08-27 11:10:08,078 INFO [train.py:927] (4/8) Epoch 11, batch 3800, giga_loss[loss=0.2603, simple_loss=0.3286, pruned_loss=0.09603, over 12440.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03011, over 80.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3231, pruned_loss=0.08717, over 2474079.82 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0808, over 21563.62 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2891, pruned_loss=0.05638, over 2090310.83 frames. utt_duration=1326 frames, utt_pad_proportion=0.03907, over 6314.21 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3248, pruned_loss=0.08895, over 2474316.94 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08157, over 22825.74 utterances.], batch size: 80, lr: 3.45e-04
2022-08-27 11:11:51,363 INFO [train.py:927] (4/8) Epoch 11, batch 3850, giga_loss[loss=0.2574, simple_loss=0.3294, pruned_loss=0.0927, over 12428.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02995, over 80.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3242, pruned_loss=0.08708, over 2473811.32 frames. utt_duration=469.2 frames, utt_pad_proportion=0.0801, over 21152.91 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2891, pruned_loss=0.05632, over 2101102.35 frames. utt_duration=1326 frames, utt_pad_proportion=0.03846, over 6343.54 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3264, pruned_loss=0.08938, over 2474520.52 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08127, over 22545.78 utterances.], batch size: 80, lr: 3.45e-04
2022-08-27 11:13:34,573 INFO [train.py:927] (4/8) Epoch 11, batch 3900, giga_loss[loss=0.2138, simple_loss=0.3002, pruned_loss=0.06368, over 12385.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02704, over 70.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3258, pruned_loss=0.0884, over 2474024.59 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08273, over 21718.94 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2888, pruned_loss=0.05641, over 2108465.24 frames. utt_duration=1331 frames, utt_pad_proportion=0.03784, over 6342.68 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3284, pruned_loss=0.09071, over 2474621.85 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08381, over 23085.62 utterances.], batch size: 70, lr: 3.45e-04
2022-08-27 11:15:16,172 INFO [train.py:927] (4/8) Epoch 11, batch 3950, giga_loss[loss=0.2213, simple_loss=0.305, pruned_loss=0.06883, over 12366.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03127, over 85.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3243, pruned_loss=0.08599, over 2474088.77 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07763, over 21614.53 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2891, pruned_loss=0.05651, over 2115422.03 frames. utt_duration=1328 frames, utt_pad_proportion=0.03834, over 6377.83 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3268, pruned_loss=0.08831, over 2474841.43 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07888, over 22948.95 utterances.], batch size: 85, lr: 3.45e-04
2022-08-27 11:16:57,367 INFO [train.py:927] (4/8) Epoch 11, batch 4000, libri_loss[loss=0.1706, simple_loss=0.2556, pruned_loss=0.04284, over 12463.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005401, over 32.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3209, pruned_loss=0.08321, over 2474307.12 frames. utt_duration=460.7 frames, utt_pad_proportion=0.08037, over 21548.55 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05645, over 2127821.09 frames. utt_duration=1329 frames, utt_pad_proportion=0.03772, over 6413.22 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.324, pruned_loss=0.086, over 2474889.06 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08172, over 23058.46 utterances.], batch size: 32, lr: 3.45e-04
2022-08-27 11:18:38,213 INFO [train.py:927] (4/8) Epoch 11, batch 4050, libri_loss[loss=0.2051, simple_loss=0.2863, pruned_loss=0.06195, over 12346.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006053, over 33.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3197, pruned_loss=0.08262, over 2474875.87 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08092, over 21812.70 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2895, pruned_loss=0.05675, over 2136034.69 frames. utt_duration=1315 frames, utt_pad_proportion=0.04311, over 6505.44 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3226, pruned_loss=0.08521, over 2475663.89 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08092, over 23277.68 utterances.], batch size: 33, lr: 3.45e-04
2022-08-27 11:20:25,456 INFO [train.py:927] (4/8) Epoch 11, batch 4100, giga_loss[loss=0.2113, simple_loss=0.2932, pruned_loss=0.06465, over 12463.00 frames. utt_duration=581 frames, utt_pad_proportion=0.0332, over 86.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3184, pruned_loss=0.08132, over 2474037.87 frames. utt_duration=475.9 frames, utt_pad_proportion=0.0787, over 20856.67 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2897, pruned_loss=0.05698, over 2152366.87 frames. utt_duration=1317 frames, utt_pad_proportion=0.04146, over 6542.67 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.0844, over 2474862.18 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07981, over 22699.02 utterances.], batch size: 86, lr: 3.45e-04
2022-08-27 11:22:22,677 INFO [train.py:927] (4/8) Epoch 11, batch 4150, libri_loss[loss=0.2059, simple_loss=0.2973, pruned_loss=0.05725, over 12377.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.0103, over 38.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3177, pruned_loss=0.0792, over 2473748.40 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07872, over 20582.97 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2896, pruned_loss=0.05691, over 2158599.74 frames. utt_duration=1320 frames, utt_pad_proportion=0.04075, over 6549.77 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3212, pruned_loss=0.08216, over 2474535.49 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08004, over 22309.61 utterances.], batch size: 38, lr: 3.45e-04
2022-08-27 11:24:07,688 INFO [train.py:927] (4/8) Epoch 11, batch 4200, giga_loss[loss=0.221, simple_loss=0.3074, pruned_loss=0.06729, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02686, over 55.00 utterances.], tot_loss[loss=0.239, simple_loss=0.319, pruned_loss=0.07944, over 2474461.42 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07963, over 20868.37 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2904, pruned_loss=0.05751, over 2168148.05 frames. utt_duration=1284 frames, utt_pad_proportion=0.05175, over 6762.31 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.322, pruned_loss=0.08196, over 2474909.54 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0781, over 22452.51 utterances.], batch size: 55, lr: 3.44e-04
2022-08-27 11:25:56,802 INFO [train.py:927] (4/8) Epoch 11, batch 4250, libri_loss[loss=0.2696, simple_loss=0.3642, pruned_loss=0.08753, over 12415.00 frames. utt_duration=418.8 frames, utt_pad_proportion=0.3487, over 119.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3184, pruned_loss=0.07953, over 2474487.50 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07648, over 20575.70 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2912, pruned_loss=0.05791, over 2172529.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.06145, over 6929.05 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3204, pruned_loss=0.0815, over 2475016.46 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0729, over 21868.56 utterances.], batch size: 119, lr: 3.44e-04
2022-08-27 11:27:43,872 INFO [train.py:927] (4/8) Epoch 11, batch 4300, giga_loss[loss=0.2358, simple_loss=0.332, pruned_loss=0.06976, over 12405.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02548, over 70.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07968, over 2474820.76 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07513, over 20464.55 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2914, pruned_loss=0.05798, over 2174046.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.06117, over 6932.40 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.319, pruned_loss=0.08127, over 2475228.61 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07245, over 21526.60 utterances.], batch size: 70, lr: 3.44e-04
2022-08-27 11:29:31,725 INFO [train.py:927] (4/8) Epoch 11, batch 4350, giga_loss[loss=0.2582, simple_loss=0.3336, pruned_loss=0.0914, over 12434.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0381, over 133.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3183, pruned_loss=0.0785, over 2475496.51 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07624, over 20441.53 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05794, over 2178344.53 frames. utt_duration=1260 frames, utt_pad_proportion=0.06044, over 6921.45 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3189, pruned_loss=0.08006, over 2475994.29 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07432, over 21466.24 utterances.], batch size: 133, lr: 3.44e-04
2022-08-27 11:31:18,886 INFO [train.py:927] (4/8) Epoch 11, batch 4400, giga_loss[loss=0.2184, simple_loss=0.3005, pruned_loss=0.06814, over 12318.00 frames. utt_duration=796.1 frames, utt_pad_proportion=0.03614, over 62.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.316, pruned_loss=0.07753, over 2474524.49 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07548, over 20199.84 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05788, over 2185236.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05948, over 6923.29 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3171, pruned_loss=0.07928, over 2475357.66 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07438, over 21321.91 utterances.], batch size: 62, lr: 3.44e-04
2022-08-27 11:33:00,916 INFO [train.py:927] (4/8) Epoch 11, batch 4450, giga_loss[loss=0.3281, simple_loss=0.3688, pruned_loss=0.1437, over 12358.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3135, pruned_loss=0.07715, over 2474037.84 frames. utt_duration=477 frames, utt_pad_proportion=0.08241, over 20808.86 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2921, pruned_loss=0.05758, over 2193900.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.06213, over 6985.79 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3153, pruned_loss=0.07931, over 2474617.22 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08065, over 22010.56 utterances.], batch size: 257, lr: 3.44e-04
2022-08-27 11:34:47,007 INFO [train.py:927] (4/8) Epoch 11, batch 4500, giga_loss[loss=0.1883, simple_loss=0.2745, pruned_loss=0.05106, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02903, over 48.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3113, pruned_loss=0.07649, over 2473500.30 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07843, over 20238.88 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05759, over 2197946.83 frames. utt_duration=1258 frames, utt_pad_proportion=0.06145, over 6995.88 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07843, over 2474070.60 frames. utt_duration=465 frames, utt_pad_proportion=0.07747, over 21351.21 utterances.], batch size: 48, lr: 3.44e-04
2022-08-27 11:36:32,054 INFO [train.py:927] (4/8) Epoch 11, batch 4550, giga_loss[loss=0.252, simple_loss=0.3336, pruned_loss=0.08518, over 12454.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03535, over 105.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07668, over 2473878.67 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0788, over 20872.25 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.05745, over 2200614.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.06096, over 6986.95 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3126, pruned_loss=0.07849, over 2474414.87 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07821, over 21873.23 utterances.], batch size: 105, lr: 3.44e-04
2022-08-27 11:38:14,838 INFO [train.py:927] (4/8) Epoch 11, batch 4600, giga_loss[loss=0.2341, simple_loss=0.3248, pruned_loss=0.07175, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03033, over 75.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.312, pruned_loss=0.07713, over 2475092.94 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07726, over 20759.30 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2917, pruned_loss=0.05743, over 2207753.50 frames. utt_duration=1267 frames, utt_pad_proportion=0.05972, over 6980.35 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.314, pruned_loss=0.07904, over 2475184.57 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07735, over 21884.39 utterances.], batch size: 75, lr: 3.44e-04
2022-08-27 11:39:59,508 INFO [train.py:927] (4/8) Epoch 11, batch 4650, giga_loss[loss=0.2556, simple_loss=0.326, pruned_loss=0.09258, over 12422.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3125, pruned_loss=0.07692, over 2475368.39 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07638, over 20445.34 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05807, over 2220553.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.0617, over 7077.85 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3143, pruned_loss=0.07882, over 2475700.25 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07623, over 21890.13 utterances.], batch size: 183, lr: 3.44e-04
2022-08-27 11:41:46,435 INFO [train.py:927] (4/8) Epoch 11, batch 4700, giga_loss[loss=0.3704, simple_loss=0.4143, pruned_loss=0.1632, over 12352.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 258.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3136, pruned_loss=0.07845, over 2475273.57 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07847, over 20991.37 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2923, pruned_loss=0.05797, over 2226716.39 frames. utt_duration=1259 frames, utt_pad_proportion=0.06116, over 7083.91 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08047, over 2475674.91 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07855, over 22446.59 utterances.], batch size: 258, lr: 3.44e-04
2022-08-27 11:43:29,748 INFO [train.py:927] (4/8) Epoch 11, batch 4750, giga_loss[loss=0.2678, simple_loss=0.3307, pruned_loss=0.1025, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3144, pruned_loss=0.07998, over 2475538.56 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07733, over 21013.68 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05801, over 2234981.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05948, over 7079.96 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3167, pruned_loss=0.08223, over 2476148.86 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07803, over 22610.53 utterances.], batch size: 133, lr: 3.44e-04
2022-08-27 11:45:14,567 INFO [train.py:927] (4/8) Epoch 11, batch 4800, giga_loss[loss=0.2747, simple_loss=0.3374, pruned_loss=0.1061, over 12398.00 frames. utt_duration=436.4 frames, utt_pad_proportion=0.04507, over 114.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.315, pruned_loss=0.0811, over 2475265.35 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07755, over 21017.29 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2919, pruned_loss=0.05777, over 2241796.69 frames. utt_duration=1270 frames, utt_pad_proportion=0.05801, over 7066.78 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3178, pruned_loss=0.08368, over 2476042.15 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07862, over 22669.41 utterances.], batch size: 114, lr: 3.44e-04
2022-08-27 11:46:54,641 INFO [train.py:927] (4/8) Epoch 11, batch 4850, giga_loss[loss=0.2301, simple_loss=0.3195, pruned_loss=0.0704, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3146, pruned_loss=0.08009, over 2474520.96 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07697, over 20672.70 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.292, pruned_loss=0.05765, over 2250487.02 frames. utt_duration=1272 frames, utt_pad_proportion=0.05632, over 7083.98 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3176, pruned_loss=0.08311, over 2475605.46 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07861, over 22503.86 utterances.], batch size: 113, lr: 3.44e-04
2022-08-27 11:48:36,554 INFO [train.py:927] (4/8) Epoch 11, batch 4900, giga_loss[loss=0.2081, simple_loss=0.2959, pruned_loss=0.06021, over 12354.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04586, over 31.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3117, pruned_loss=0.07729, over 2474655.33 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07433, over 19915.29 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2913, pruned_loss=0.05734, over 2257253.84 frames. utt_duration=1279 frames, utt_pad_proportion=0.05496, over 7069.56 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08056, over 2475383.77 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07648, over 21762.75 utterances.], batch size: 31, lr: 3.44e-04
2022-08-27 11:50:25,531 INFO [train.py:927] (4/8) Epoch 11, batch 4950, giga_loss[loss=0.224, simple_loss=0.2992, pruned_loss=0.0744, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03991, over 37.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3112, pruned_loss=0.07791, over 2475476.43 frames. utt_duration=492.5 frames, utt_pad_proportion=0.074, over 20165.41 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2917, pruned_loss=0.05754, over 2261719.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.05484, over 7107.07 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3141, pruned_loss=0.08069, over 2475938.65 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07587, over 21816.63 utterances.], batch size: 37, lr: 3.44e-04
2022-08-27 11:52:11,290 INFO [train.py:927] (4/8) Epoch 11, batch 5000, giga_loss[loss=0.2049, simple_loss=0.3045, pruned_loss=0.05267, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04034, over 28.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3138, pruned_loss=0.07845, over 2475593.37 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07147, over 19618.34 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05765, over 2265870.72 frames. utt_duration=1271 frames, utt_pad_proportion=0.05476, over 7141.91 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3158, pruned_loss=0.08094, over 2476037.58 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0733, over 21131.18 utterances.], batch size: 28, lr: 3.44e-04
2022-08-27 11:53:58,178 INFO [train.py:927] (4/8) Epoch 11, batch 5050, giga_loss[loss=0.261, simple_loss=0.3371, pruned_loss=0.09246, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3172, pruned_loss=0.07887, over 2475530.63 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06909, over 19899.37 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2925, pruned_loss=0.05764, over 2267975.69 frames. utt_duration=1272 frames, utt_pad_proportion=0.05431, over 7142.51 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3189, pruned_loss=0.08101, over 2475868.61 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07084, over 21196.87 utterances.], batch size: 161, lr: 3.44e-04
2022-08-27 11:55:44,116 INFO [train.py:927] (4/8) Epoch 11, batch 5100, giga_loss[loss=0.2193, simple_loss=0.3056, pruned_loss=0.06651, over 12430.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04784, over 34.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3176, pruned_loss=0.07944, over 2475544.45 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06649, over 19406.13 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2924, pruned_loss=0.05762, over 2270858.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05372, over 7141.43 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3194, pruned_loss=0.08141, over 2475989.88 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06828, over 20589.10 utterances.], batch size: 34, lr: 3.44e-04
2022-08-27 11:57:30,990 INFO [train.py:927] (4/8) Epoch 11, batch 5150, giga_loss[loss=0.2135, simple_loss=0.297, pruned_loss=0.065, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03198, over 62.00 utterances.], tot_loss[loss=0.238, simple_loss=0.317, pruned_loss=0.07951, over 2475810.22 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06823, over 19516.04 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05774, over 2275983.93 frames. utt_duration=1262 frames, utt_pad_proportion=0.05755, over 7224.53 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3187, pruned_loss=0.08145, over 2476120.97 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06841, over 20649.38 utterances.], batch size: 62, lr: 3.44e-04
2022-08-27 11:59:15,768 INFO [train.py:927] (4/8) Epoch 11, batch 5200, libri_loss[loss=0.1801, simple_loss=0.2641, pruned_loss=0.04802, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006298, over 32.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3159, pruned_loss=0.0795, over 2475463.31 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06529, over 19289.58 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05771, over 2282932.08 frames. utt_duration=1264 frames, utt_pad_proportion=0.05691, over 7235.31 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3175, pruned_loss=0.0818, over 2475650.42 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06589, over 20588.79 utterances.], batch size: 32, lr: 3.44e-04
2022-08-27 12:01:04,042 INFO [train.py:927] (4/8) Epoch 11, batch 5250, giga_loss[loss=0.2656, simple_loss=0.3508, pruned_loss=0.09022, over 12350.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02998, over 70.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3156, pruned_loss=0.08019, over 2475148.30 frames. utt_duration=486 frames, utt_pad_proportion=0.07192, over 20435.15 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05773, over 2286717.92 frames. utt_duration=1262 frames, utt_pad_proportion=0.05687, over 7256.29 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3175, pruned_loss=0.08242, over 2475348.93 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07212, over 21680.21 utterances.], batch size: 70, lr: 3.44e-04
2022-08-27 12:02:48,945 INFO [train.py:927] (4/8) Epoch 11, batch 5300, giga_loss[loss=0.2322, simple_loss=0.3061, pruned_loss=0.07913, over 12401.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02523, over 91.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.07924, over 2475354.39 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07254, over 19543.17 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05768, over 2290445.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.06127, over 7324.96 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08148, over 2475521.91 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07155, over 20709.43 utterances.], batch size: 91, lr: 3.44e-04
2022-08-27 12:04:31,563 INFO [train.py:927] (4/8) Epoch 11, batch 5350, giga_loss[loss=0.2394, simple_loss=0.3231, pruned_loss=0.07786, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0434, over 146.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3139, pruned_loss=0.07945, over 2475348.54 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07196, over 19638.98 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05814, over 2295677.21 frames. utt_duration=1243 frames, utt_pad_proportion=0.06452, over 7394.07 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3158, pruned_loss=0.08147, over 2475705.60 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07034, over 20846.21 utterances.], batch size: 146, lr: 3.44e-04
2022-08-27 12:06:18,657 INFO [train.py:927] (4/8) Epoch 11, batch 5400, libri_loss[loss=0.2165, simple_loss=0.2996, pruned_loss=0.06672, over 12249.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005233, over 34.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.316, pruned_loss=0.08168, over 2473827.02 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07314, over 20263.00 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05822, over 2298051.08 frames. utt_duration=1247 frames, utt_pad_proportion=0.06386, over 7380.27 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08349, over 2474375.23 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07206, over 21392.89 utterances.], batch size: 34, lr: 3.44e-04
2022-08-27 12:08:05,230 INFO [train.py:927] (4/8) Epoch 11, batch 5450, giga_loss[loss=0.218, simple_loss=0.309, pruned_loss=0.06347, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03167, over 80.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3158, pruned_loss=0.07935, over 2473441.88 frames. utt_duration=501.6 frames, utt_pad_proportion=0.0725, over 19781.42 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05813, over 2303177.87 frames. utt_duration=1251 frames, utt_pad_proportion=0.06233, over 7370.96 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3182, pruned_loss=0.08147, over 2473950.57 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07221, over 21019.97 utterances.], batch size: 80, lr: 3.44e-04
2022-08-27 12:09:47,316 INFO [train.py:927] (4/8) Epoch 11, batch 5500, giga_loss[loss=0.2365, simple_loss=0.3219, pruned_loss=0.07557, over 12408.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03264, over 80.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3168, pruned_loss=0.07805, over 2473847.45 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06576, over 18605.94 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05799, over 2308116.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.06104, over 7339.22 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3196, pruned_loss=0.08042, over 2474347.06 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06639, over 19946.84 utterances.], batch size: 80, lr: 3.44e-04
2022-08-27 12:11:29,811 INFO [train.py:927] (4/8) Epoch 11, batch 5550, giga_loss[loss=0.2843, simple_loss=0.3562, pruned_loss=0.1062, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.318, pruned_loss=0.07891, over 2474359.66 frames. utt_duration=545.1 frames, utt_pad_proportion=0.0635, over 18205.88 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05806, over 2314891.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.06006, over 7379.32 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3209, pruned_loss=0.08151, over 2474524.47 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06452, over 19653.93 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 12:13:14,977 INFO [train.py:927] (4/8) Epoch 11, batch 5600, giga_loss[loss=0.2907, simple_loss=0.3408, pruned_loss=0.1202, over 12348.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2078, over 373.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3186, pruned_loss=0.08002, over 2474324.50 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06896, over 19640.45 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05772, over 2320248.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05843, over 7363.34 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3221, pruned_loss=0.08306, over 2474605.99 frames. utt_duration=469 frames, utt_pad_proportion=0.06989, over 21170.78 utterances.], batch size: 373, lr: 3.44e-04
2022-08-27 12:15:00,368 INFO [train.py:927] (4/8) Epoch 11, batch 5650, giga_loss[loss=0.2301, simple_loss=0.327, pruned_loss=0.06659, over 12407.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02766, over 62.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3189, pruned_loss=0.07905, over 2474521.67 frames. utt_duration=509 frames, utt_pad_proportion=0.06977, over 19502.51 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05787, over 2323931.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.05927, over 7425.61 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.322, pruned_loss=0.08185, over 2474878.99 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07031, over 20943.57 utterances.], batch size: 62, lr: 3.44e-04
2022-08-27 12:16:46,537 INFO [train.py:927] (4/8) Epoch 11, batch 5700, giga_loss[loss=0.2386, simple_loss=0.3164, pruned_loss=0.08043, over 12405.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03286, over 122.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3192, pruned_loss=0.07938, over 2474203.18 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07084, over 19984.14 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05781, over 2327777.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.05819, over 7431.89 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3222, pruned_loss=0.08215, over 2474374.25 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07165, over 21414.31 utterances.], batch size: 122, lr: 3.44e-04
2022-08-27 12:18:32,611 INFO [train.py:927] (4/8) Epoch 11, batch 5750, giga_loss[loss=0.2545, simple_loss=0.3321, pruned_loss=0.0884, over 12288.00 frames. utt_duration=848.9 frames, utt_pad_proportion=0.03536, over 58.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3179, pruned_loss=0.07942, over 2474237.87 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07337, over 20191.57 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2923, pruned_loss=0.0577, over 2330342.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05735, over 7406.44 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3212, pruned_loss=0.08211, over 2474694.32 frames. utt_duration=460 frames, utt_pad_proportion=0.0742, over 21586.98 utterances.], batch size: 58, lr: 3.44e-04
2022-08-27 12:20:19,912 INFO [train.py:927] (4/8) Epoch 11, batch 5800, giga_loss[loss=0.2558, simple_loss=0.3275, pruned_loss=0.09208, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04257, over 146.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3158, pruned_loss=0.07874, over 2474301.10 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07437, over 20048.19 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05787, over 2333555.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.05655, over 7406.50 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3188, pruned_loss=0.08121, over 2474958.22 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07538, over 21445.02 utterances.], batch size: 146, lr: 3.43e-04
2022-08-27 12:22:04,838 INFO [train.py:927] (4/8) Epoch 11, batch 5850, libri_loss[loss=0.2076, simple_loss=0.2996, pruned_loss=0.05778, over 12411.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03435, over 46.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3144, pruned_loss=0.07821, over 2475106.04 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07052, over 19691.19 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05784, over 2338438.06 frames. utt_duration=1254 frames, utt_pad_proportion=0.05627, over 7469.24 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3172, pruned_loss=0.08087, over 2475600.39 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07189, over 21155.11 utterances.], batch size: 46, lr: 3.43e-04
2022-08-27 12:23:44,809 INFO [train.py:927] (4/8) Epoch 11, batch 5900, giga_loss[loss=0.2074, simple_loss=0.2953, pruned_loss=0.05973, over 12343.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.02926, over 51.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3127, pruned_loss=0.07718, over 2475482.25 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07571, over 20515.80 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2929, pruned_loss=0.05793, over 2339845.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06105, over 7546.58 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.315, pruned_loss=0.07936, over 2475836.47 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0752, over 21702.32 utterances.], batch size: 51, lr: 3.43e-04
2022-08-27 12:25:28,802 INFO [train.py:927] (4/8) Epoch 11, batch 5950, giga_loss[loss=0.1853, simple_loss=0.2689, pruned_loss=0.05088, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.311, pruned_loss=0.07561, over 2475253.94 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07793, over 21310.39 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.293, pruned_loss=0.05787, over 2342681.16 frames. utt_duration=1229 frames, utt_pad_proportion=0.06538, over 7631.78 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3133, pruned_loss=0.07784, over 2476022.97 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07631, over 22501.45 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 12:27:17,909 INFO [train.py:927] (4/8) Epoch 11, batch 6000, giga_loss[loss=0.2275, simple_loss=0.293, pruned_loss=0.08098, over 12388.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03442, over 122.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3098, pruned_loss=0.07621, over 2474712.46 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07589, over 20647.10 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05786, over 2344916.19 frames. utt_duration=1234 frames, utt_pad_proportion=0.06437, over 7611.31 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3115, pruned_loss=0.07828, over 2475673.97 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07504, over 21847.28 utterances.], batch size: 122, lr: 3.43e-04
2022-08-27 12:27:17,911 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 12:27:31,826 INFO [train.py:967] (4/8) 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 12:29:13,678 INFO [train.py:927] (4/8) Epoch 11, batch 6050, giga_loss[loss=0.2612, simple_loss=0.3407, pruned_loss=0.09083, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.07762, over 2475337.44 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07889, over 21707.42 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2936, pruned_loss=0.05785, over 2345649.60 frames. utt_duration=1232 frames, utt_pad_proportion=0.06441, over 7625.25 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.313, pruned_loss=0.07934, over 2476009.41 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07816, over 22701.36 utterances.], batch size: 105, lr: 3.43e-04
2022-08-27 12:30:55,526 INFO [train.py:927] (4/8) Epoch 11, batch 6100, libri_loss[loss=0.196, simple_loss=0.2706, pruned_loss=0.06074, over 12291.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005979, over 32.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3118, pruned_loss=0.0778, over 2475117.95 frames. utt_duration=444.9 frames, utt_pad_proportion=0.08451, over 22324.25 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05782, over 2349024.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.06703, over 7667.83 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.07971, over 2476058.69 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08314, over 23451.63 utterances.], batch size: 32, lr: 3.43e-04
2022-08-27 12:32:50,706 INFO [train.py:927] (4/8) Epoch 11, batch 6150, giga_loss[loss=0.2739, simple_loss=0.3457, pruned_loss=0.1011, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.311, pruned_loss=0.07742, over 2475265.16 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08254, over 22047.37 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.0575, over 2354172.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.0653, over 7640.47 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07995, over 2475856.28 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08224, over 23511.86 utterances.], batch size: 97, lr: 3.43e-04
2022-08-27 12:34:35,111 INFO [train.py:927] (4/8) Epoch 11, batch 6200, giga_loss[loss=0.2326, simple_loss=0.3055, pruned_loss=0.07987, over 12324.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03464, over 51.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3124, pruned_loss=0.07763, over 2474685.15 frames. utt_duration=473.4 frames, utt_pad_proportion=0.08195, over 20976.77 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05795, over 2359913.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.07091, over 7775.91 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3147, pruned_loss=0.08023, over 2475306.80 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08036, over 22695.13 utterances.], batch size: 51, lr: 3.43e-04
2022-08-27 12:36:19,012 INFO [train.py:927] (4/8) Epoch 11, batch 6250, giga_loss[loss=0.2178, simple_loss=0.2991, pruned_loss=0.0682, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03417, over 58.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.07911, over 2475061.20 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08016, over 21461.41 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2932, pruned_loss=0.05791, over 2361608.86 frames. utt_duration=1215 frames, utt_pad_proportion=0.0709, over 7782.07 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3163, pruned_loss=0.08148, over 2475571.87 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07909, over 22990.78 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 12:38:03,928 INFO [train.py:927] (4/8) Epoch 11, batch 6300, giga_loss[loss=0.214, simple_loss=0.2968, pruned_loss=0.06557, over 12386.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.0306, over 62.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3159, pruned_loss=0.07941, over 2476025.84 frames. utt_duration=430.9 frames, utt_pad_proportion=0.08355, over 23062.11 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05788, over 2363529.64 frames. utt_duration=1218 frames, utt_pad_proportion=0.07, over 7774.35 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3179, pruned_loss=0.0816, over 2476229.83 frames. utt_duration=406 frames, utt_pad_proportion=0.08292, over 24482.04 utterances.], batch size: 62, lr: 3.43e-04
2022-08-27 12:39:48,582 INFO [train.py:927] (4/8) Epoch 11, batch 6350, giga_loss[loss=0.2106, simple_loss=0.2925, pruned_loss=0.06435, over 12284.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03442, over 28.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3139, pruned_loss=0.07844, over 2476554.46 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07912, over 21673.46 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2932, pruned_loss=0.05796, over 2366953.59 frames. utt_duration=1223 frames, utt_pad_proportion=0.06833, over 7751.32 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3162, pruned_loss=0.0807, over 2476685.26 frames. utt_duration=428 frames, utt_pad_proportion=0.07943, over 23226.48 utterances.], batch size: 28, lr: 3.43e-04
2022-08-27 12:41:30,796 INFO [train.py:927] (4/8) Epoch 11, batch 6400, giga_loss[loss=0.2152, simple_loss=0.298, pruned_loss=0.06618, over 12351.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.034, over 51.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3129, pruned_loss=0.07857, over 2475516.94 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07716, over 21286.43 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2923, pruned_loss=0.05741, over 2370565.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.0666, over 7686.42 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3163, pruned_loss=0.08164, over 2476253.17 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07819, over 23107.43 utterances.], batch size: 51, lr: 3.43e-04
2022-08-27 12:43:14,274 INFO [train.py:927] (4/8) Epoch 11, batch 6450, giga_loss[loss=0.3107, simple_loss=0.3616, pruned_loss=0.1299, over 12395.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05815, over 182.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3132, pruned_loss=0.07923, over 2475333.05 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07624, over 21157.75 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05763, over 2372427.26 frames. utt_duration=1226 frames, utt_pad_proportion=0.06969, over 7750.05 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.316, pruned_loss=0.08186, over 2476121.12 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07625, over 22798.65 utterances.], batch size: 182, lr: 3.43e-04
2022-08-27 12:44:56,189 INFO [train.py:927] (4/8) Epoch 11, batch 6500, giga_loss[loss=0.2209, simple_loss=0.2955, pruned_loss=0.07316, over 12347.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3135, pruned_loss=0.07937, over 2475416.37 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07232, over 20726.07 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05789, over 2373919.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06972, over 7774.53 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08152, over 2476079.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07261, over 22184.65 utterances.], batch size: 97, lr: 3.43e-04
2022-08-27 12:46:38,149 INFO [train.py:927] (4/8) Epoch 11, batch 6550, giga_loss[loss=0.2438, simple_loss=0.3145, pruned_loss=0.08659, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02808, over 55.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3146, pruned_loss=0.08006, over 2475322.92 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07184, over 20906.09 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.0577, over 2376285.47 frames. utt_duration=1229 frames, utt_pad_proportion=0.06855, over 7740.54 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08245, over 2475991.41 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07247, over 22405.08 utterances.], batch size: 55, lr: 3.43e-04
2022-08-27 12:48:21,568 INFO [train.py:927] (4/8) Epoch 11, batch 6600, giga_loss[loss=0.284, simple_loss=0.3402, pruned_loss=0.1139, over 12358.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3151, pruned_loss=0.08117, over 2474477.35 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07204, over 20841.77 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2923, pruned_loss=0.05766, over 2377180.75 frames. utt_duration=1233 frames, utt_pad_proportion=0.06823, over 7719.18 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3176, pruned_loss=0.0833, over 2475098.91 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07263, over 22155.90 utterances.], batch size: 257, lr: 3.43e-04
2022-08-27 12:50:05,305 INFO [train.py:927] (4/8) Epoch 11, batch 6650, giga_loss[loss=0.2334, simple_loss=0.3156, pruned_loss=0.07559, over 12376.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04797, over 34.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3149, pruned_loss=0.08071, over 2474397.03 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07241, over 21110.88 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2923, pruned_loss=0.05765, over 2378079.48 frames. utt_duration=1237 frames, utt_pad_proportion=0.06747, over 7699.49 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.08271, over 2475374.00 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07311, over 22345.43 utterances.], batch size: 34, lr: 3.43e-04
2022-08-27 12:51:50,111 INFO [train.py:927] (4/8) Epoch 11, batch 6700, giga_loss[loss=0.2714, simple_loss=0.3339, pruned_loss=0.1045, over 12403.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07989, over 2474607.71 frames. utt_duration=500.9 frames, utt_pad_proportion=0.0671, over 19819.27 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.292, pruned_loss=0.0574, over 2382183.16 frames. utt_duration=1243 frames, utt_pad_proportion=0.06607, over 7678.01 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08269, over 2475556.61 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06848, over 21375.41 utterances.], batch size: 133, lr: 3.43e-04
2022-08-27 12:53:31,067 INFO [train.py:927] (4/8) Epoch 11, batch 6750, giga_loss[loss=0.2605, simple_loss=0.3223, pruned_loss=0.09934, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03262, over 42.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3151, pruned_loss=0.08071, over 2473711.98 frames. utt_duration=513.4 frames, utt_pad_proportion=0.0685, over 19328.17 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05735, over 2384281.87 frames. utt_duration=1247 frames, utt_pad_proportion=0.06482, over 7654.39 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08351, over 2474631.07 frames. utt_duration=476 frames, utt_pad_proportion=0.06996, over 20858.78 utterances.], batch size: 42, lr: 3.43e-04
2022-08-27 12:55:10,401 INFO [train.py:927] (4/8) Epoch 11, batch 6800, giga_loss[loss=0.23, simple_loss=0.3248, pruned_loss=0.06763, over 12374.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02652, over 66.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.0794, over 2473568.93 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06525, over 18816.92 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.05727, over 2386463.33 frames. utt_duration=1250 frames, utt_pad_proportion=0.06342, over 7646.87 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3186, pruned_loss=0.08235, over 2474756.01 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06717, over 20366.78 utterances.], batch size: 66, lr: 3.43e-04
2022-08-27 12:56:50,740 INFO [train.py:927] (4/8) Epoch 11, batch 6850, giga_loss[loss=0.2602, simple_loss=0.3348, pruned_loss=0.09283, over 12418.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0524, over 162.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.314, pruned_loss=0.07859, over 2473601.54 frames. utt_duration=523 frames, utt_pad_proportion=0.06895, over 18973.98 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2919, pruned_loss=0.05736, over 2388135.95 frames. utt_duration=1252 frames, utt_pad_proportion=0.06239, over 7639.02 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08122, over 2474594.06 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07059, over 20410.44 utterances.], batch size: 162, lr: 3.43e-04
2022-08-27 12:58:30,735 INFO [train.py:927] (4/8) Epoch 11, batch 6900, giga_loss[loss=0.251, simple_loss=0.3272, pruned_loss=0.08742, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04033, over 28.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3147, pruned_loss=0.07938, over 2473041.69 frames. utt_duration=516.9 frames, utt_pad_proportion=0.07144, over 19192.17 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.05743, over 2389674.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.06165, over 7640.32 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3174, pruned_loss=0.0818, over 2473990.87 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07287, over 20541.67 utterances.], batch size: 28, lr: 3.43e-04
2022-08-27 13:00:13,126 INFO [train.py:927] (4/8) Epoch 11, batch 6950, giga_loss[loss=0.2091, simple_loss=0.2794, pruned_loss=0.06941, over 12137.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04014, over 33.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3143, pruned_loss=0.07982, over 2472841.51 frames. utt_duration=515.8 frames, utt_pad_proportion=0.07036, over 19233.82 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.05707, over 2392590.86 frames. utt_duration=1260 frames, utt_pad_proportion=0.05981, over 7603.52 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3176, pruned_loss=0.08287, over 2473909.49 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07228, over 20761.98 utterances.], batch size: 33, lr: 3.43e-04
2022-08-27 13:01:58,477 INFO [train.py:927] (4/8) Epoch 11, batch 7000, giga_loss[loss=0.2638, simple_loss=0.3373, pruned_loss=0.09521, over 12360.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03632, over 122.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3162, pruned_loss=0.0815, over 2473783.66 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07193, over 19796.10 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2912, pruned_loss=0.05701, over 2393682.98 frames. utt_duration=1262 frames, utt_pad_proportion=0.05911, over 7596.53 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3192, pruned_loss=0.08425, over 2474728.24 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07361, over 21165.91 utterances.], batch size: 122, lr: 3.43e-04
2022-08-27 13:03:43,802 INFO [train.py:927] (4/8) Epoch 11, batch 7050, giga_loss[loss=0.2184, simple_loss=0.3012, pruned_loss=0.06785, over 12334.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.0292, over 91.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3169, pruned_loss=0.08216, over 2473835.03 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07299, over 20159.54 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2911, pruned_loss=0.05699, over 2394166.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05888, over 7590.55 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3194, pruned_loss=0.08445, over 2474493.28 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07434, over 21296.70 utterances.], batch size: 91, lr: 3.43e-04
2022-08-27 13:05:24,340 INFO [train.py:927] (4/8) Epoch 11, batch 7100, giga_loss[loss=0.2251, simple_loss=0.3108, pruned_loss=0.06969, over 12320.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03521, over 58.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3164, pruned_loss=0.08116, over 2474456.18 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07237, over 19898.15 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2911, pruned_loss=0.0568, over 2397013.70 frames. utt_duration=1269 frames, utt_pad_proportion=0.05732, over 7564.18 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3194, pruned_loss=0.08394, over 2474911.60 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07413, over 21231.28 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 13:07:08,731 INFO [train.py:927] (4/8) Epoch 11, batch 7150, giga_loss[loss=0.2188, simple_loss=0.3014, pruned_loss=0.06807, over 12333.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03413, over 51.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3154, pruned_loss=0.08024, over 2473736.37 frames. utt_duration=512.7 frames, utt_pad_proportion=0.0676, over 19356.77 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05696, over 2398572.62 frames. utt_duration=1271 frames, utt_pad_proportion=0.05638, over 7559.94 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.08272, over 2474074.70 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06969, over 20625.89 utterances.], batch size: 51, lr: 3.43e-04
2022-08-27 13:08:52,489 INFO [train.py:927] (4/8) Epoch 11, batch 7200, giga_loss[loss=0.2044, simple_loss=0.2885, pruned_loss=0.06022, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03138, over 75.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07854, over 2473829.31 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06679, over 18904.40 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2912, pruned_loss=0.05685, over 2400766.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.05511, over 7531.51 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3161, pruned_loss=0.08125, over 2474132.58 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06905, over 20260.85 utterances.], batch size: 75, lr: 3.43e-04
2022-08-27 13:10:37,638 INFO [train.py:927] (4/8) Epoch 11, batch 7250, giga_loss[loss=0.3047, simple_loss=0.3584, pruned_loss=0.1255, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07016, over 212.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3108, pruned_loss=0.07813, over 2474085.87 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06488, over 19136.30 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.291, pruned_loss=0.05676, over 2401925.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.05425, over 7516.93 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3135, pruned_loss=0.08073, over 2474601.01 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06712, over 20433.19 utterances.], batch size: 212, lr: 3.43e-04
2022-08-27 13:12:22,897 INFO [train.py:927] (4/8) Epoch 11, batch 7300, giga_loss[loss=0.2165, simple_loss=0.2999, pruned_loss=0.06655, over 12332.00 frames. utt_duration=626 frames, utt_pad_proportion=0.02648, over 79.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3091, pruned_loss=0.07781, over 2474095.40 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06905, over 19667.12 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2909, pruned_loss=0.05672, over 2403698.63 frames. utt_duration=1283 frames, utt_pad_proportion=0.05365, over 7503.92 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3118, pruned_loss=0.08039, over 2474514.16 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07085, over 20973.69 utterances.], batch size: 79, lr: 3.43e-04
2022-08-27 13:14:10,055 INFO [train.py:927] (4/8) Epoch 11, batch 7350, giga_loss[loss=0.2343, simple_loss=0.3179, pruned_loss=0.07529, over 12393.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0264, over 91.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07516, over 2474707.59 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06528, over 19601.12 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05681, over 2405370.74 frames. utt_duration=1284 frames, utt_pad_proportion=0.05309, over 7500.23 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3114, pruned_loss=0.07759, over 2475115.06 frames. utt_duration=475 frames, utt_pad_proportion=0.0672, over 20906.29 utterances.], batch size: 91, lr: 3.42e-04
2022-08-27 13:15:51,754 INFO [train.py:927] (4/8) Epoch 11, batch 7400, giga_loss[loss=0.2271, simple_loss=0.3081, pruned_loss=0.07309, over 12380.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04505, over 146.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3076, pruned_loss=0.07282, over 2474987.68 frames. utt_duration=472.8 frames, utt_pad_proportion=0.0695, over 21005.01 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2911, pruned_loss=0.05702, over 2406123.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.05703, over 7580.22 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3095, pruned_loss=0.07469, over 2475256.57 frames. utt_duration=450.1 frames, utt_pad_proportion=0.06953, over 22071.96 utterances.], batch size: 146, lr: 3.42e-04
2022-08-27 13:17:40,326 INFO [train.py:927] (4/8) Epoch 11, batch 7450, giga_loss[loss=0.1812, simple_loss=0.2881, pruned_loss=0.03714, over 12395.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02687, over 70.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.305, pruned_loss=0.06912, over 2475754.63 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0669, over 20921.84 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2908, pruned_loss=0.05686, over 2408190.67 frames. utt_duration=1277 frames, utt_pad_proportion=0.05584, over 7553.20 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3072, pruned_loss=0.07114, over 2475950.22 frames. utt_duration=448.4 frames, utt_pad_proportion=0.06753, over 22158.73 utterances.], batch size: 70, lr: 3.42e-04
2022-08-27 13:19:22,126 INFO [train.py:927] (4/8) Epoch 11, batch 7500, giga_loss[loss=0.2284, simple_loss=0.3125, pruned_loss=0.07208, over 12390.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3059, pruned_loss=0.06865, over 2476430.91 frames. utt_duration=451.7 frames, utt_pad_proportion=0.06636, over 22000.51 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2909, pruned_loss=0.05694, over 2409307.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.0552, over 7540.92 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3078, pruned_loss=0.07036, over 2476495.19 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06711, over 23198.96 utterances.], batch size: 146, lr: 3.42e-04
2022-08-27 13:21:06,195 INFO [train.py:927] (4/8) Epoch 11, batch 7550, giga_loss[loss=0.1939, simple_loss=0.2833, pruned_loss=0.05223, over 12320.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03419, over 51.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.303, pruned_loss=0.06698, over 2476044.25 frames. utt_duration=431 frames, utt_pad_proportion=0.07191, over 23055.64 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2902, pruned_loss=0.05677, over 2411706.89 frames. utt_duration=1288 frames, utt_pad_proportion=0.05364, over 7500.01 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3057, pruned_loss=0.06892, over 2476327.01 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07282, over 24627.17 utterances.], batch size: 51, lr: 3.42e-04
2022-08-27 13:22:50,345 INFO [train.py:927] (4/8) Epoch 11, batch 7600, giga_loss[loss=0.1873, simple_loss=0.2796, pruned_loss=0.04755, over 12307.00 frames. utt_duration=747.2 frames, utt_pad_proportion=0.03209, over 66.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3014, pruned_loss=0.06532, over 2475468.26 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07097, over 22916.24 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05642, over 2413328.74 frames. utt_duration=1294 frames, utt_pad_proportion=0.05248, over 7468.33 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3042, pruned_loss=0.06745, over 2475950.57 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07214, over 24621.73 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 13:24:32,611 INFO [train.py:927] (4/8) Epoch 11, batch 7650, libri_loss[loss=0.2264, simple_loss=0.309, pruned_loss=0.07188, over 12308.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007151, over 36.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3004, pruned_loss=0.06409, over 2474905.79 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06787, over 22775.57 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05666, over 2414649.71 frames. utt_duration=1290 frames, utt_pad_proportion=0.05272, over 7495.19 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3025, pruned_loss=0.06577, over 2475509.13 frames. utt_duration=406 frames, utt_pad_proportion=0.06906, over 24476.47 utterances.], batch size: 36, lr: 3.42e-04
2022-08-27 13:26:16,778 INFO [train.py:927] (4/8) Epoch 11, batch 7700, giga_loss[loss=0.208, simple_loss=0.2966, pruned_loss=0.05969, over 12397.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02617, over 66.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2974, pruned_loss=0.06238, over 2475209.29 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07063, over 23475.83 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2904, pruned_loss=0.05665, over 2415061.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.05208, over 7494.73 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2991, pruned_loss=0.0638, over 2476120.73 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07162, over 25021.72 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 13:27:57,824 INFO [train.py:927] (4/8) Epoch 11, batch 7750, giga_loss[loss=0.2144, simple_loss=0.3092, pruned_loss=0.05982, over 12370.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05325, over 161.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2957, pruned_loss=0.06166, over 2474833.37 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07092, over 23200.67 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05638, over 2416376.16 frames. utt_duration=1298 frames, utt_pad_proportion=0.05074, over 7456.03 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2978, pruned_loss=0.06321, over 2476237.47 frames. utt_duration=398 frames, utt_pad_proportion=0.0722, over 24978.45 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 13:29:51,755 INFO [train.py:927] (4/8) Epoch 11, batch 7800, giga_loss[loss=0.2263, simple_loss=0.3126, pruned_loss=0.06997, over 12417.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.04922, over 147.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2969, pruned_loss=0.0619, over 2475206.07 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07451, over 24296.25 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2907, pruned_loss=0.05682, over 2418109.37 frames. utt_duration=1280 frames, utt_pad_proportion=0.05528, over 7565.10 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2979, pruned_loss=0.06291, over 2476315.90 frames. utt_duration=381.4 frames, utt_pad_proportion=0.0744, over 26067.84 utterances.], batch size: 147, lr: 3.42e-04
2022-08-27 13:31:50,085 INFO [train.py:927] (4/8) Epoch 11, batch 7850, libri_loss[loss=0.2029, simple_loss=0.2942, pruned_loss=0.05579, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.1434, over 66.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2971, pruned_loss=0.06161, over 2475455.46 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07172, over 24328.18 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05684, over 2419603.04 frames. utt_duration=1276 frames, utt_pad_proportion=0.05567, over 7596.36 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.298, pruned_loss=0.06253, over 2476542.77 frames. utt_duration=379.7 frames, utt_pad_proportion=0.07183, over 26185.97 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 13:33:53,599 INFO [train.py:927] (4/8) Epoch 11, batch 7900, giga_loss[loss=0.1747, simple_loss=0.2723, pruned_loss=0.03859, over 12444.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06124, over 183.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.0598, over 2476376.09 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06937, over 24703.17 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2905, pruned_loss=0.05671, over 2420020.53 frames. utt_duration=1278 frames, utt_pad_proportion=0.05529, over 7580.43 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.296, pruned_loss=0.06068, over 2477363.18 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06972, over 26321.13 utterances.], batch size: 183, lr: 3.42e-04
2022-08-27 13:36:05,053 INFO [train.py:927] (4/8) Epoch 11, batch 7950, libri_loss[loss=0.1786, simple_loss=0.2732, pruned_loss=0.04207, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004857, over 32.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.0587, over 2476332.93 frames. utt_duration=402 frames, utt_pad_proportion=0.069, over 24720.71 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05679, over 2421084.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.05421, over 7567.03 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2937, pruned_loss=0.05938, over 2477438.64 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06969, over 26416.63 utterances.], batch size: 32, lr: 3.42e-04
2022-08-27 13:38:01,980 INFO [train.py:927] (4/8) Epoch 11, batch 8000, giga_loss[loss=0.2318, simple_loss=0.316, pruned_loss=0.0738, over 12390.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06723, over 211.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2917, pruned_loss=0.05851, over 2476799.44 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06908, over 25044.41 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2907, pruned_loss=0.05679, over 2422018.35 frames. utt_duration=1284 frames, utt_pad_proportion=0.05335, over 7552.78 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2923, pruned_loss=0.05907, over 2477816.93 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06989, over 26699.77 utterances.], batch size: 211, lr: 3.42e-04
2022-08-27 13:40:10,873 INFO [train.py:927] (4/8) Epoch 11, batch 8050, giga_loss[loss=0.1798, simple_loss=0.261, pruned_loss=0.04928, over 12380.00 frames. utt_duration=142.2 frames, utt_pad_proportion=0.1635, over 351.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2933, pruned_loss=0.05895, over 2476656.77 frames. utt_duration=387.2 frames, utt_pad_proportion=0.07365, over 25671.36 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2909, pruned_loss=0.05686, over 2423011.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.05247, over 7540.81 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2936, pruned_loss=0.05938, over 2477544.06 frames. utt_duration=364 frames, utt_pad_proportion=0.07432, over 27321.37 utterances.], batch size: 351, lr: 3.42e-04
2022-08-27 13:42:20,307 INFO [train.py:927] (4/8) Epoch 11, batch 8100, giga_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05731, over 12393.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2915, pruned_loss=0.05809, over 2476694.72 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07198, over 25742.00 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05678, over 2423766.10 frames. utt_duration=1289 frames, utt_pad_proportion=0.05189, over 7529.97 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.292, pruned_loss=0.05853, over 2477699.49 frames. utt_duration=363.2 frames, utt_pad_proportion=0.07282, over 27385.11 utterances.], batch size: 182, lr: 3.42e-04
2022-08-27 13:44:29,004 INFO [train.py:927] (4/8) Epoch 11, batch 8150, giga_loss[loss=0.2061, simple_loss=0.3097, pruned_loss=0.05129, over 12461.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04468, over 161.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2949, pruned_loss=0.05876, over 2476854.34 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06932, over 25660.99 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2908, pruned_loss=0.0569, over 2425006.77 frames. utt_duration=1294 frames, utt_pad_proportion=0.0508, over 7506.32 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2952, pruned_loss=0.05907, over 2477958.86 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07055, over 27490.81 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 13:46:32,542 INFO [train.py:927] (4/8) Epoch 11, batch 8200, giga_loss[loss=0.1968, simple_loss=0.2933, pruned_loss=0.05015, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05646, over 182.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2962, pruned_loss=0.05768, over 2476935.84 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06552, over 25067.90 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2908, pruned_loss=0.0569, over 2426089.69 frames. utt_duration=1295 frames, utt_pad_proportion=0.04993, over 7502.16 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2966, pruned_loss=0.05799, over 2478518.44 frames. utt_duration=366.8 frames, utt_pad_proportion=0.06713, over 27115.78 utterances.], batch size: 182, lr: 3.42e-04
2022-08-27 13:48:42,337 INFO [train.py:927] (4/8) Epoch 11, batch 8250, giga_loss[loss=0.2149, simple_loss=0.2935, pruned_loss=0.06811, over 12447.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02878, over 80.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.297, pruned_loss=0.05807, over 2477219.83 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06577, over 25737.91 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2908, pruned_loss=0.05692, over 2426142.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.04974, over 7497.65 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2974, pruned_loss=0.0583, over 2478621.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.06706, over 27415.32 utterances.], batch size: 80, lr: 3.42e-04
2022-08-27 13:51:10,328 INFO [train.py:927] (4/8) Epoch 11, batch 8300, giga_loss[loss=0.2462, simple_loss=0.3201, pruned_loss=0.08615, over 12436.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03544, over 123.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2961, pruned_loss=0.05816, over 2477575.91 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06453, over 24964.94 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05667, over 2427872.88 frames. utt_duration=1299 frames, utt_pad_proportion=0.04867, over 7483.93 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.297, pruned_loss=0.05859, over 2478509.93 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06605, over 26802.35 utterances.], batch size: 123, lr: 3.42e-04
2022-08-27 13:53:18,871 INFO [train.py:927] (4/8) Epoch 11, batch 8350, giga_loss[loss=0.1864, simple_loss=0.2654, pruned_loss=0.05365, over 12376.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2016, over 368.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2928, pruned_loss=0.05687, over 2477832.51 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06638, over 24629.95 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2896, pruned_loss=0.05623, over 2428719.84 frames. utt_duration=1307 frames, utt_pad_proportion=0.04784, over 7444.07 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2942, pruned_loss=0.05763, over 2479145.48 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06778, over 26608.30 utterances.], batch size: 368, lr: 3.42e-04
2022-08-27 13:55:23,689 INFO [train.py:927] (4/8) Epoch 11, batch 8400, giga_loss[loss=0.2018, simple_loss=0.2887, pruned_loss=0.05741, over 12390.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02622, over 85.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2904, pruned_loss=0.05568, over 2477693.26 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06452, over 23473.07 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2893, pruned_loss=0.05599, over 2430460.86 frames. utt_duration=1312 frames, utt_pad_proportion=0.04626, over 7416.77 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2919, pruned_loss=0.05651, over 2479142.64 frames. utt_duration=386 frames, utt_pad_proportion=0.06645, over 25767.03 utterances.], batch size: 85, lr: 3.42e-04
2022-08-27 13:57:28,650 INFO [train.py:927] (4/8) Epoch 11, batch 8450, giga_loss[loss=0.1765, simple_loss=0.2546, pruned_loss=0.04916, over 12366.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1775, over 357.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05699, over 2477802.80 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06807, over 24150.35 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2896, pruned_loss=0.05618, over 2431629.61 frames. utt_duration=1313 frames, utt_pad_proportion=0.04543, over 7416.32 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2933, pruned_loss=0.0575, over 2478954.02 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06959, over 26333.52 utterances.], batch size: 357, lr: 3.42e-04
2022-08-27 13:59:26,080 INFO [train.py:927] (4/8) Epoch 11, batch 8500, giga_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.0614, over 12341.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0301, over 85.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2931, pruned_loss=0.05853, over 2477709.55 frames. utt_duration=410 frames, utt_pad_proportion=0.06976, over 24242.71 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05635, over 2433186.04 frames. utt_duration=1302 frames, utt_pad_proportion=0.04868, over 7481.65 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2938, pruned_loss=0.05884, over 2478673.36 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07026, over 26455.03 utterances.], batch size: 85, lr: 3.42e-04
2022-08-27 14:01:39,877 INFO [train.py:927] (4/8) Epoch 11, batch 8550, giga_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05967, over 12387.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2942, pruned_loss=0.05864, over 2478080.63 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06914, over 24946.26 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05637, over 2433904.30 frames. utt_duration=1302 frames, utt_pad_proportion=0.04809, over 7484.42 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2947, pruned_loss=0.05889, over 2478786.03 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0698, over 26914.26 utterances.], batch size: 133, lr: 3.42e-04
2022-08-27 14:04:00,773 INFO [train.py:927] (4/8) Epoch 11, batch 8600, giga_loss[loss=0.2078, simple_loss=0.2881, pruned_loss=0.06374, over 12435.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.0274, over 122.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05805, over 2477887.87 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06647, over 24580.06 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2899, pruned_loss=0.05641, over 2434301.88 frames. utt_duration=1306 frames, utt_pad_proportion=0.04766, over 7464.23 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05824, over 2478659.73 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06736, over 26365.94 utterances.], batch size: 122, lr: 3.42e-04
2022-08-27 14:06:06,846 INFO [train.py:927] (4/8) Epoch 11, batch 8650, giga_loss[loss=0.2122, simple_loss=0.302, pruned_loss=0.06126, over 12427.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04969, over 161.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2884, pruned_loss=0.0564, over 2477881.99 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06641, over 24461.01 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.29, pruned_loss=0.05647, over 2434885.60 frames. utt_duration=1306 frames, utt_pad_proportion=0.04719, over 7467.19 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2887, pruned_loss=0.05653, over 2478548.47 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06732, over 26093.85 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 14:08:01,725 INFO [train.py:927] (4/8) Epoch 11, batch 8700, giga_loss[loss=0.2065, simple_loss=0.2999, pruned_loss=0.05652, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03249, over 85.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2873, pruned_loss=0.05617, over 2477566.48 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06939, over 24592.56 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2896, pruned_loss=0.05632, over 2435791.20 frames. utt_duration=1311 frames, utt_pad_proportion=0.0465, over 7439.72 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2879, pruned_loss=0.0564, over 2478255.99 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07027, over 26297.46 utterances.], batch size: 85, lr: 3.42e-04
2022-08-27 14:10:07,590 INFO [train.py:927] (4/8) Epoch 11, batch 8750, giga_loss[loss=0.2056, simple_loss=0.2965, pruned_loss=0.05733, over 12443.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05436, over 162.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.0551, over 2477573.10 frames. utt_duration=409.1 frames, utt_pad_proportion=0.0689, over 24295.80 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2899, pruned_loss=0.05656, over 2436499.20 frames. utt_duration=1313 frames, utt_pad_proportion=0.0456, over 7428.88 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.286, pruned_loss=0.05502, over 2478445.25 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07005, over 26080.54 utterances.], batch size: 162, lr: 3.42e-04
2022-08-27 14:12:19,798 INFO [train.py:927] (4/8) Epoch 11, batch 8800, giga_loss[loss=0.1945, simple_loss=0.2892, pruned_loss=0.04995, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.02764, over 62.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2843, pruned_loss=0.0543, over 2477965.33 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06693, over 23806.65 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2893, pruned_loss=0.05636, over 2437672.81 frames. utt_duration=1321 frames, utt_pad_proportion=0.04445, over 7392.49 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2847, pruned_loss=0.05437, over 2478899.77 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06847, over 25811.68 utterances.], batch size: 62, lr: 3.42e-04
2022-08-27 14:14:30,647 INFO [train.py:927] (4/8) Epoch 11, batch 8850, giga_loss[loss=0.1809, simple_loss=0.2632, pruned_loss=0.04933, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02363, over 45.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2836, pruned_loss=0.0538, over 2477725.40 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06562, over 23205.15 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2888, pruned_loss=0.05606, over 2438932.60 frames. utt_duration=1325 frames, utt_pad_proportion=0.04315, over 7369.26 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2842, pruned_loss=0.05403, over 2478773.44 frames. utt_duration=391 frames, utt_pad_proportion=0.06759, over 25438.55 utterances.], batch size: 45, lr: 3.42e-04
2022-08-27 14:16:30,623 INFO [train.py:927] (4/8) Epoch 11, batch 8900, giga_loss[loss=0.1812, simple_loss=0.2718, pruned_loss=0.0453, over 12417.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05087, over 161.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.283, pruned_loss=0.05383, over 2477626.58 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06956, over 23772.26 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.289, pruned_loss=0.05612, over 2439584.29 frames. utt_duration=1314 frames, utt_pad_proportion=0.04679, over 7437.14 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2833, pruned_loss=0.05393, over 2478581.17 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07007, over 25772.50 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 14:18:30,468 INFO [train.py:927] (4/8) Epoch 11, batch 8950, giga_loss[loss=0.2098, simple_loss=0.3002, pruned_loss=0.05973, over 12407.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05121, over 161.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2846, pruned_loss=0.05335, over 2478381.39 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06852, over 23453.22 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2888, pruned_loss=0.05597, over 2441834.67 frames. utt_duration=1307 frames, utt_pad_proportion=0.04942, over 7483.40 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2848, pruned_loss=0.05344, over 2478808.57 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06863, over 25780.52 utterances.], batch size: 161, lr: 3.41e-04
2022-08-27 14:20:33,959 INFO [train.py:927] (4/8) Epoch 11, batch 9000, giga_loss[loss=0.191, simple_loss=0.2775, pruned_loss=0.0522, over 12426.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03184, over 80.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2869, pruned_loss=0.05378, over 2478186.63 frames. utt_duration=417.1 frames, utt_pad_proportion=0.0694, over 23835.35 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2885, pruned_loss=0.05587, over 2442052.88 frames. utt_duration=1309 frames, utt_pad_proportion=0.04919, over 7468.61 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2872, pruned_loss=0.05391, over 2478650.11 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06951, over 25818.51 utterances.], batch size: 80, lr: 3.41e-04
2022-08-27 14:20:33,959 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 14:20:47,594 INFO [train.py:967] (4/8) Epoch 11, validation: loss=0.1792, simple_loss=0.288, pruned_loss=0.03519, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 14:23:03,395 INFO [train.py:927] (4/8) Epoch 11, batch 9050, giga_loss[loss=0.1706, simple_loss=0.2636, pruned_loss=0.03875, over 12385.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06021, over 182.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.0529, over 2478571.52 frames. utt_duration=418.7 frames, utt_pad_proportion=0.0659, over 23750.04 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2887, pruned_loss=0.05599, over 2442291.61 frames. utt_duration=1308 frames, utt_pad_proportion=0.0491, over 7477.27 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.05288, over 2478881.80 frames. utt_duration=392 frames, utt_pad_proportion=0.06626, over 25369.26 utterances.], batch size: 182, lr: 3.41e-04
2022-08-27 14:25:01,768 INFO [train.py:927] (4/8) Epoch 11, batch 9100, giga_loss[loss=0.1725, simple_loss=0.2672, pruned_loss=0.03888, over 12448.00 frames. utt_duration=804.1 frames, utt_pad_proportion=0.02534, over 62.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2851, pruned_loss=0.05301, over 2477937.79 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06578, over 23728.08 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2893, pruned_loss=0.05599, over 2442650.68 frames. utt_duration=1310 frames, utt_pad_proportion=0.04855, over 7468.12 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2846, pruned_loss=0.05297, over 2478373.42 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06629, over 25247.46 utterances.], batch size: 62, lr: 3.41e-04
2022-08-27 14:27:07,321 INFO [train.py:927] (4/8) Epoch 11, batch 9150, giga_loss[loss=0.188, simple_loss=0.2717, pruned_loss=0.0521, over 12326.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.03044, over 66.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.288, pruned_loss=0.0544, over 2477854.73 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06421, over 23947.52 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05612, over 2442895.42 frames. utt_duration=1307 frames, utt_pad_proportion=0.0487, over 7482.78 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2868, pruned_loss=0.05424, over 2478132.27 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06468, over 25200.67 utterances.], batch size: 66, lr: 3.41e-04
2022-08-27 14:29:00,041 INFO [train.py:927] (4/8) Epoch 11, batch 9200, giga_loss[loss=0.2375, simple_loss=0.32, pruned_loss=0.07751, over 12353.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2902, pruned_loss=0.0564, over 2478127.17 frames. utt_duration=394.8 frames, utt_pad_proportion=0.0673, over 25184.28 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2902, pruned_loss=0.05612, over 2443111.04 frames. utt_duration=1307 frames, utt_pad_proportion=0.04832, over 7483.96 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2892, pruned_loss=0.05626, over 2478453.18 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06765, over 26304.35 utterances.], batch size: 97, lr: 3.41e-04
2022-08-27 14:31:08,979 INFO [train.py:927] (4/8) Epoch 11, batch 9250, giga_loss[loss=0.1744, simple_loss=0.2523, pruned_loss=0.04826, over 12370.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1827, over 359.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05735, over 2477973.96 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06847, over 25930.21 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.29, pruned_loss=0.05607, over 2443138.65 frames. utt_duration=1309 frames, utt_pad_proportion=0.04796, over 7476.12 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.0573, over 2478518.62 frames. utt_duration=368.7 frames, utt_pad_proportion=0.06882, over 26977.83 utterances.], batch size: 359, lr: 3.41e-04
2022-08-27 14:33:18,825 INFO [train.py:927] (4/8) Epoch 11, batch 9300, giga_loss[loss=0.225, simple_loss=0.3144, pruned_loss=0.06776, over 12381.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04249, over 133.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2912, pruned_loss=0.0574, over 2478030.33 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06952, over 26602.64 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05602, over 2443587.38 frames. utt_duration=1313 frames, utt_pad_proportion=0.04732, over 7453.60 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05743, over 2478831.59 frames. utt_duration=356.6 frames, utt_pad_proportion=0.07004, over 27899.11 utterances.], batch size: 133, lr: 3.41e-04
2022-08-27 14:35:19,057 INFO [train.py:927] (4/8) Epoch 11, batch 9350, giga_loss[loss=0.2311, simple_loss=0.3088, pruned_loss=0.07667, over 12379.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09852, over 256.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05749, over 2477820.11 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06724, over 25591.52 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05621, over 2443960.23 frames. utt_duration=1310 frames, utt_pad_proportion=0.04716, over 7471.01 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2908, pruned_loss=0.05738, over 2478937.50 frames. utt_duration=368 frames, utt_pad_proportion=0.06794, over 27031.40 utterances.], batch size: 256, lr: 3.41e-04
2022-08-27 14:37:22,358 INFO [train.py:927] (4/8) Epoch 11, batch 9400, giga_loss[loss=0.1655, simple_loss=0.2699, pruned_loss=0.03061, over 12425.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.02951, over 75.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2894, pruned_loss=0.0567, over 2477568.97 frames. utt_duration=396 frames, utt_pad_proportion=0.06792, over 25099.74 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05615, over 2444542.82 frames. utt_duration=1312 frames, utt_pad_proportion=0.04653, over 7460.55 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2891, pruned_loss=0.05669, over 2478534.73 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0687, over 26567.62 utterances.], batch size: 75, lr: 3.41e-04
2022-08-27 14:39:25,977 INFO [train.py:927] (4/8) Epoch 11, batch 9450, giga_loss[loss=0.2079, simple_loss=0.3079, pruned_loss=0.054, over 12352.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02787, over 48.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2883, pruned_loss=0.05545, over 2477542.12 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06819, over 24175.16 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2898, pruned_loss=0.05607, over 2445337.84 frames. utt_duration=1314 frames, utt_pad_proportion=0.0457, over 7453.04 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2882, pruned_loss=0.05552, over 2478326.57 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06917, over 25723.11 utterances.], batch size: 48, lr: 3.41e-04
2022-08-27 14:41:15,083 INFO [train.py:927] (4/8) Epoch 11, batch 9500, giga_loss[loss=0.1623, simple_loss=0.2629, pruned_loss=0.03087, over 12318.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02456, over 74.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05458, over 2477713.52 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06474, over 23088.82 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05614, over 2446439.79 frames. utt_duration=1312 frames, utt_pad_proportion=0.04467, over 7464.80 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2892, pruned_loss=0.05452, over 2478485.17 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06629, over 24899.00 utterances.], batch size: 74, lr: 3.41e-04
2022-08-27 14:43:24,530 INFO [train.py:927] (4/8) Epoch 11, batch 9550, giga_loss[loss=0.2123, simple_loss=0.3049, pruned_loss=0.05987, over 12364.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02787, over 66.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2901, pruned_loss=0.05493, over 2477780.40 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06839, over 23786.18 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05628, over 2447071.19 frames. utt_duration=1312 frames, utt_pad_proportion=0.04399, over 7467.54 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2894, pruned_loss=0.05472, over 2478386.28 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06966, over 25523.50 utterances.], batch size: 66, lr: 3.41e-04
2022-08-27 14:45:40,227 INFO [train.py:927] (4/8) Epoch 11, batch 9600, giga_loss[loss=0.1826, simple_loss=0.2816, pruned_loss=0.04185, over 12436.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07165, over 212.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2895, pruned_loss=0.05428, over 2477981.80 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07095, over 24886.10 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05609, over 2447358.19 frames. utt_duration=1316 frames, utt_pad_proportion=0.04354, over 7449.58 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2893, pruned_loss=0.05426, over 2478606.37 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07198, over 26491.14 utterances.], batch size: 212, lr: 3.41e-04
2022-08-27 14:47:55,504 INFO [train.py:927] (4/8) Epoch 11, batch 9650, giga_loss[loss=0.2202, simple_loss=0.3219, pruned_loss=0.05924, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02876, over 122.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2908, pruned_loss=0.05416, over 2477906.28 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06691, over 24212.19 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2897, pruned_loss=0.05584, over 2447932.87 frames. utt_duration=1321 frames, utt_pad_proportion=0.04257, over 7420.46 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2911, pruned_loss=0.05432, over 2478735.88 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06841, over 26004.79 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 14:50:11,348 INFO [train.py:927] (4/8) Epoch 11, batch 9700, giga_loss[loss=0.2005, simple_loss=0.2844, pruned_loss=0.05826, over 12373.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1729, over 355.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2916, pruned_loss=0.0544, over 2477709.26 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06407, over 23710.75 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2899, pruned_loss=0.0559, over 2448223.34 frames. utt_duration=1321 frames, utt_pad_proportion=0.04222, over 7419.26 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2916, pruned_loss=0.05446, over 2478371.38 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06559, over 25262.39 utterances.], batch size: 355, lr: 3.41e-04
2022-08-27 14:52:27,061 INFO [train.py:927] (4/8) Epoch 11, batch 9750, giga_loss[loss=0.1987, simple_loss=0.2795, pruned_loss=0.05894, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03388, over 40.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2903, pruned_loss=0.05363, over 2478322.15 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06025, over 23496.77 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.29, pruned_loss=0.05592, over 2448357.22 frames. utt_duration=1320 frames, utt_pad_proportion=0.04213, over 7425.16 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2902, pruned_loss=0.05365, over 2478851.54 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06171, over 24770.93 utterances.], batch size: 40, lr: 3.41e-04
2022-08-27 14:54:24,744 INFO [train.py:927] (4/8) Epoch 11, batch 9800, giga_loss[loss=0.2169, simple_loss=0.3073, pruned_loss=0.06323, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03914, over 113.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2908, pruned_loss=0.05372, over 2478540.66 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06104, over 23703.44 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2906, pruned_loss=0.0561, over 2448772.97 frames. utt_duration=1305 frames, utt_pad_proportion=0.04669, over 7512.76 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2902, pruned_loss=0.05355, over 2478985.76 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06103, over 24844.05 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 14:56:17,506 INFO [train.py:927] (4/8) Epoch 11, batch 9850, giga_loss[loss=0.2207, simple_loss=0.2977, pruned_loss=0.07182, over 12447.00 frames. utt_duration=542.5 frames, utt_pad_proportion=0.03131, over 92.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2923, pruned_loss=0.05459, over 2478023.69 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06092, over 23513.40 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2905, pruned_loss=0.05596, over 2449384.12 frames. utt_duration=1297 frames, utt_pad_proportion=0.05003, over 7564.79 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2919, pruned_loss=0.05452, over 2478596.20 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06023, over 24792.83 utterances.], batch size: 92, lr: 3.41e-04
2022-08-27 14:58:15,422 INFO [train.py:927] (4/8) Epoch 11, batch 9900, giga_loss[loss=0.1753, simple_loss=0.2673, pruned_loss=0.04162, over 12444.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03222, over 75.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2904, pruned_loss=0.05445, over 2477829.85 frames. utt_duration=424.3 frames, utt_pad_proportion=0.0589, over 23427.47 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2905, pruned_loss=0.05599, over 2449465.54 frames. utt_duration=1298 frames, utt_pad_proportion=0.04967, over 7557.18 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2902, pruned_loss=0.05435, over 2478458.67 frames. utt_duration=404.5 frames, utt_pad_proportion=0.05857, over 24582.41 utterances.], batch size: 75, lr: 3.41e-04
2022-08-27 14:59:55,830 INFO [train.py:927] (4/8) Epoch 11, batch 9950, giga_loss[loss=0.2566, simple_loss=0.3454, pruned_loss=0.08385, over 12450.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03465, over 98.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2958, pruned_loss=0.05812, over 2477331.75 frames. utt_duration=430.9 frames, utt_pad_proportion=0.05903, over 23060.33 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2904, pruned_loss=0.05588, over 2449315.27 frames. utt_duration=1301 frames, utt_pad_proportion=0.04935, over 7541.65 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2957, pruned_loss=0.05813, over 2478197.61 frames. utt_duration=412.2 frames, utt_pad_proportion=0.05887, over 24118.40 utterances.], batch size: 98, lr: 3.41e-04
2022-08-27 15:01:37,705 INFO [train.py:927] (4/8) Epoch 11, batch 10000, giga_loss[loss=0.1948, simple_loss=0.2765, pruned_loss=0.05657, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2985, pruned_loss=0.05963, over 2476590.88 frames. utt_duration=453.7 frames, utt_pad_proportion=0.06039, over 21896.38 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2902, pruned_loss=0.05595, over 2449860.29 frames. utt_duration=1304 frames, utt_pad_proportion=0.04848, over 7523.29 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2987, pruned_loss=0.05963, over 2477416.72 frames. utt_duration=430.5 frames, utt_pad_proportion=0.0605, over 23084.95 utterances.], batch size: 97, lr: 3.41e-04
2022-08-27 15:03:18,906 INFO [train.py:927] (4/8) Epoch 11, batch 10050, libri_loss[loss=0.2637, simple_loss=0.3461, pruned_loss=0.09068, over 12392.00 frames. utt_duration=418.2 frames, utt_pad_proportion=0.3425, over 119.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2939, pruned_loss=0.05844, over 2475998.17 frames. utt_duration=458.6 frames, utt_pad_proportion=0.06156, over 21655.87 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2905, pruned_loss=0.05614, over 2450186.61 frames. utt_duration=1291 frames, utt_pad_proportion=0.05272, over 7597.51 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.0583, over 2476697.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.06026, over 22710.58 utterances.], batch size: 119, lr: 3.41e-04
2022-08-27 15:05:00,958 INFO [train.py:927] (4/8) Epoch 11, batch 10100, giga_loss[loss=0.1762, simple_loss=0.2577, pruned_loss=0.04732, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02909, over 42.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2861, pruned_loss=0.05618, over 2476020.12 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06401, over 20988.89 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2903, pruned_loss=0.05608, over 2450427.50 frames. utt_duration=1294 frames, utt_pad_proportion=0.05213, over 7580.61 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2863, pruned_loss=0.05614, over 2476718.97 frames. utt_duration=451.3 frames, utt_pad_proportion=0.06306, over 22017.92 utterances.], batch size: 42, lr: 3.41e-04
2022-08-27 15:06:48,092 INFO [train.py:927] (4/8) Epoch 11, batch 10150, giga_loss[loss=0.1605, simple_loss=0.2489, pruned_loss=0.0361, over 12405.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02561, over 70.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2794, pruned_loss=0.05406, over 2476527.20 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06238, over 20378.11 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05614, over 2451423.92 frames. utt_duration=1293 frames, utt_pad_proportion=0.05149, over 7592.83 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2794, pruned_loss=0.05397, over 2476777.88 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06196, over 21468.76 utterances.], batch size: 70, lr: 3.41e-04
2022-08-27 15:08:30,952 INFO [train.py:927] (4/8) Epoch 11, batch 10200, giga_loss[loss=0.178, simple_loss=0.2652, pruned_loss=0.04539, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02798, over 70.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2749, pruned_loss=0.05243, over 2475666.92 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06518, over 20239.01 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.05621, over 2451790.12 frames. utt_duration=1291 frames, utt_pad_proportion=0.05115, over 7604.07 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2746, pruned_loss=0.05225, over 2476083.37 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06487, over 21368.66 utterances.], batch size: 70, lr: 3.41e-04
2022-08-27 15:10:11,582 INFO [train.py:927] (4/8) Epoch 11, batch 10250, giga_loss[loss=0.1628, simple_loss=0.2483, pruned_loss=0.03867, over 12358.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03685, over 122.00 utterances.], tot_loss[loss=0.1852, simple_loss=0.2694, pruned_loss=0.0505, over 2474887.02 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06763, over 20169.74 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05603, over 2451746.00 frames. utt_duration=1294 frames, utt_pad_proportion=0.05036, over 7585.15 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.269, pruned_loss=0.05043, over 2475695.59 frames. utt_duration=466 frames, utt_pad_proportion=0.06763, over 21315.85 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 15:11:53,960 INFO [train.py:927] (4/8) Epoch 11, batch 10300, giga_loss[loss=0.1554, simple_loss=0.2384, pruned_loss=0.03615, over 12346.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05196, over 34.00 utterances.], tot_loss[loss=0.1811, simple_loss=0.2647, pruned_loss=0.04872, over 2473910.62 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06821, over 20195.52 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.056, over 2451653.27 frames. utt_duration=1296 frames, utt_pad_proportion=0.05019, over 7577.22 utterances.], giga_tot_loss[loss=0.1808, simple_loss=0.2644, pruned_loss=0.04866, over 2474716.39 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06825, over 21152.03 utterances.], batch size: 34, lr: 3.41e-04
2022-08-27 15:13:35,899 INFO [train.py:927] (4/8) Epoch 11, batch 10350, giga_loss[loss=0.1636, simple_loss=0.2425, pruned_loss=0.04235, over 12345.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.1767, simple_loss=0.2597, pruned_loss=0.04688, over 2473998.76 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06623, over 19340.13 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2904, pruned_loss=0.05613, over 2451783.73 frames. utt_duration=1297 frames, utt_pad_proportion=0.04958, over 7568.63 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2588, pruned_loss=0.04661, over 2474805.80 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06663, over 20264.69 utterances.], batch size: 97, lr: 3.41e-04
2022-08-27 15:15:18,448 INFO [train.py:927] (4/8) Epoch 11, batch 10400, giga_loss[loss=0.2252, simple_loss=0.3058, pruned_loss=0.0723, over 12434.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03367, over 113.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2601, pruned_loss=0.04748, over 2474308.79 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07409, over 20015.35 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.05628, over 2452395.52 frames. utt_duration=1283 frames, utt_pad_proportion=0.05389, over 7657.55 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.258, pruned_loss=0.04686, over 2475008.38 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07301, over 21017.16 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 15:17:01,395 INFO [train.py:927] (4/8) Epoch 11, batch 10450, giga_loss[loss=0.2264, simple_loss=0.3041, pruned_loss=0.07438, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04232, over 34.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.271, pruned_loss=0.05277, over 2474915.19 frames. utt_duration=486 frames, utt_pad_proportion=0.07596, over 20431.57 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.291, pruned_loss=0.05644, over 2453169.86 frames. utt_duration=1271 frames, utt_pad_proportion=0.05729, over 7727.74 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2686, pruned_loss=0.05198, over 2475294.56 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07402, over 21436.68 utterances.], batch size: 34, lr: 3.41e-04
2022-08-27 15:18:42,888 INFO [train.py:927] (4/8) Epoch 11, batch 10500, giga_loss[loss=0.2065, simple_loss=0.292, pruned_loss=0.06056, over 12342.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 366.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2795, pruned_loss=0.05573, over 2474653.76 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07675, over 19848.31 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2911, pruned_loss=0.05646, over 2453878.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05592, over 7717.11 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2771, pruned_loss=0.05502, over 2474853.17 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07573, over 20996.31 utterances.], batch size: 366, lr: 3.41e-04
2022-08-27 15:20:24,125 INFO [train.py:927] (4/8) Epoch 11, batch 10550, giga_loss[loss=0.2165, simple_loss=0.3056, pruned_loss=0.0637, over 12454.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03751, over 123.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.283, pruned_loss=0.05682, over 2474129.09 frames. utt_duration=510 frames, utt_pad_proportion=0.07423, over 19460.28 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05654, over 2454151.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.0551, over 7699.81 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.281, pruned_loss=0.05619, over 2474407.08 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07392, over 20607.77 utterances.], batch size: 123, lr: 3.40e-04
2022-08-27 15:22:07,297 INFO [train.py:927] (4/8) Epoch 11, batch 10600, giga_loss[loss=0.2837, simple_loss=0.3609, pruned_loss=0.1033, over 12364.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07135, over 211.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2863, pruned_loss=0.0588, over 2473147.74 frames. utt_duration=522.6 frames, utt_pad_proportion=0.0739, over 18983.74 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2907, pruned_loss=0.05639, over 2454268.37 frames. utt_duration=1279 frames, utt_pad_proportion=0.05474, over 7682.85 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2849, pruned_loss=0.05844, over 2473435.21 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07383, over 19998.44 utterances.], batch size: 211, lr: 3.40e-04
2022-08-27 15:23:51,280 INFO [train.py:927] (4/8) Epoch 11, batch 10650, libri_loss[loss=0.1566, simple_loss=0.2406, pruned_loss=0.03631, over 12188.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007265, over 30.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.292, pruned_loss=0.06161, over 2473266.28 frames. utt_duration=514.5 frames, utt_pad_proportion=0.07319, over 19284.39 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2906, pruned_loss=0.05628, over 2454711.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.05354, over 7670.42 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2911, pruned_loss=0.06151, over 2473629.03 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07375, over 20408.06 utterances.], batch size: 30, lr: 3.40e-04
2022-08-27 15:25:34,691 INFO [train.py:927] (4/8) Epoch 11, batch 10700, giga_loss[loss=0.2296, simple_loss=0.3192, pruned_loss=0.07001, over 12389.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02532, over 66.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2956, pruned_loss=0.06305, over 2473756.05 frames. utt_duration=530.7 frames, utt_pad_proportion=0.07132, over 18697.20 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05618, over 2455344.29 frames. utt_duration=1286 frames, utt_pad_proportion=0.05221, over 7643.14 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06329, over 2474084.50 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07259, over 19998.91 utterances.], batch size: 66, lr: 3.40e-04
2022-08-27 15:27:18,984 INFO [train.py:927] (4/8) Epoch 11, batch 10750, giga_loss[loss=0.2122, simple_loss=0.3091, pruned_loss=0.05762, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04733, over 26.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2979, pruned_loss=0.06301, over 2473336.48 frames. utt_duration=523.6 frames, utt_pad_proportion=0.07445, over 18948.28 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05612, over 2455455.57 frames. utt_duration=1287 frames, utt_pad_proportion=0.05201, over 7638.92 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2979, pruned_loss=0.06329, over 2473572.72 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07539, over 20027.08 utterances.], batch size: 26, lr: 3.40e-04
2022-08-27 15:28:59,594 INFO [train.py:927] (4/8) Epoch 11, batch 10800, giga_loss[loss=0.2122, simple_loss=0.3009, pruned_loss=0.06178, over 12424.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03346, over 80.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2988, pruned_loss=0.06253, over 2472460.81 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06967, over 17505.34 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.05599, over 2455861.96 frames. utt_duration=1292 frames, utt_pad_proportion=0.05107, over 7611.25 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.299, pruned_loss=0.06304, over 2472672.87 frames. utt_duration=532.4 frames, utt_pad_proportion=0.07126, over 18629.47 utterances.], batch size: 80, lr: 3.40e-04
2022-08-27 15:30:43,623 INFO [train.py:927] (4/8) Epoch 11, batch 10850, giga_loss[loss=0.2031, simple_loss=0.2978, pruned_loss=0.05416, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02648, over 66.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.3, pruned_loss=0.06333, over 2472558.23 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06682, over 16931.22 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2903, pruned_loss=0.05586, over 2456237.09 frames. utt_duration=1294 frames, utt_pad_proportion=0.05025, over 7604.18 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3001, pruned_loss=0.06402, over 2472869.07 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06883, over 18101.52 utterances.], batch size: 66, lr: 3.40e-04
2022-08-27 15:32:26,578 INFO [train.py:927] (4/8) Epoch 11, batch 10900, giga_loss[loss=0.2629, simple_loss=0.3326, pruned_loss=0.09663, over 12371.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03998, over 113.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.301, pruned_loss=0.06557, over 2472016.13 frames. utt_duration=607.1 frames, utt_pad_proportion=0.06262, over 16326.82 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.29, pruned_loss=0.0559, over 2456683.21 frames. utt_duration=1299 frames, utt_pad_proportion=0.04882, over 7573.56 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3017, pruned_loss=0.06642, over 2472452.37 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06533, over 17642.13 utterances.], batch size: 113, lr: 3.40e-04
2022-08-27 15:34:14,095 INFO [train.py:927] (4/8) Epoch 11, batch 10950, giga_loss[loss=0.226, simple_loss=0.3064, pruned_loss=0.07277, over 12381.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2995, pruned_loss=0.06567, over 2472486.83 frames. utt_duration=602.7 frames, utt_pad_proportion=0.06292, over 16448.97 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.29, pruned_loss=0.0559, over 2457022.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04849, over 7566.87 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3002, pruned_loss=0.06642, over 2472661.70 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06524, over 17566.51 utterances.], batch size: 182, lr: 3.40e-04
2022-08-27 15:36:00,315 INFO [train.py:927] (4/8) Epoch 11, batch 11000, libri_loss[loss=0.1602, simple_loss=0.2561, pruned_loss=0.03209, over 12203.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.02883, over 27.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2987, pruned_loss=0.06474, over 2472815.48 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06419, over 16924.69 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2899, pruned_loss=0.0559, over 2457084.29 frames. utt_duration=1301 frames, utt_pad_proportion=0.04784, over 7564.91 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2996, pruned_loss=0.06559, over 2473315.84 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06629, over 18062.45 utterances.], batch size: 27, lr: 3.40e-04
2022-08-27 15:37:46,074 INFO [train.py:927] (4/8) Epoch 11, batch 11050, giga_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05286, over 12358.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0348, over 104.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2953, pruned_loss=0.06316, over 2472806.64 frames. utt_duration=561.4 frames, utt_pad_proportion=0.0658, over 17665.45 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2896, pruned_loss=0.05572, over 2457396.19 frames. utt_duration=1299 frames, utt_pad_proportion=0.04775, over 7578.01 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2965, pruned_loss=0.06424, over 2473424.36 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06758, over 18854.65 utterances.], batch size: 104, lr: 3.40e-04
2022-08-27 15:39:31,817 INFO [train.py:927] (4/8) Epoch 11, batch 11100, giga_loss[loss=0.1858, simple_loss=0.2691, pruned_loss=0.0513, over 12397.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2909, pruned_loss=0.06162, over 2473207.30 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06262, over 17678.31 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2896, pruned_loss=0.05569, over 2457633.43 frames. utt_duration=1289 frames, utt_pad_proportion=0.05141, over 7634.38 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.292, pruned_loss=0.06263, over 2473776.26 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06317, over 18751.99 utterances.], batch size: 133, lr: 3.40e-04
2022-08-27 15:41:16,453 INFO [train.py:927] (4/8) Epoch 11, batch 11150, giga_loss[loss=0.2387, simple_loss=0.3072, pruned_loss=0.08505, over 12361.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1991, over 367.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2907, pruned_loss=0.06185, over 2473988.64 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07314, over 19007.76 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.29, pruned_loss=0.05585, over 2458272.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.05468, over 7747.28 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2912, pruned_loss=0.06279, over 2474585.83 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07222, over 20248.44 utterances.], batch size: 367, lr: 3.40e-04
2022-08-27 15:42:58,613 INFO [train.py:927] (4/8) Epoch 11, batch 11200, giga_loss[loss=0.2062, simple_loss=0.2798, pruned_loss=0.0663, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03181, over 36.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2881, pruned_loss=0.06049, over 2472351.96 frames. utt_duration=570 frames, utt_pad_proportion=0.06708, over 17396.27 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2897, pruned_loss=0.05569, over 2458389.89 frames. utt_duration=1273 frames, utt_pad_proportion=0.05399, over 7733.51 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2888, pruned_loss=0.06147, over 2472981.40 frames. utt_duration=533.9 frames, utt_pad_proportion=0.067, over 18579.79 utterances.], batch size: 36, lr: 3.40e-04
2022-08-27 15:44:42,560 INFO [train.py:927] (4/8) Epoch 11, batch 11250, giga_loss[loss=0.1848, simple_loss=0.2685, pruned_loss=0.05062, over 12402.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02546, over 48.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2859, pruned_loss=0.05933, over 2472360.45 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06286, over 16683.78 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2901, pruned_loss=0.05587, over 2458585.14 frames. utt_duration=1263 frames, utt_pad_proportion=0.05713, over 7793.39 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2861, pruned_loss=0.06004, over 2472999.74 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06184, over 17777.94 utterances.], batch size: 48, lr: 3.40e-04
2022-08-27 15:46:27,259 INFO [train.py:927] (4/8) Epoch 11, batch 11300, giga_loss[loss=0.2066, simple_loss=0.2858, pruned_loss=0.06369, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03838, over 37.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2826, pruned_loss=0.05819, over 2472443.88 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05859, over 16249.54 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2898, pruned_loss=0.05583, over 2458980.70 frames. utt_duration=1264 frames, utt_pad_proportion=0.05696, over 7790.79 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2828, pruned_loss=0.05886, over 2472901.15 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05808, over 17315.01 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 15:48:10,066 INFO [train.py:927] (4/8) Epoch 11, batch 11350, giga_loss[loss=0.188, simple_loss=0.2695, pruned_loss=0.05325, over 12432.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03656, over 113.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2806, pruned_loss=0.05742, over 2473176.23 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05581, over 15728.84 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2903, pruned_loss=0.05607, over 2459257.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.06038, over 7857.81 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2803, pruned_loss=0.05778, over 2473548.00 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05429, over 16666.50 utterances.], batch size: 113, lr: 3.40e-04
2022-08-27 15:49:55,356 INFO [train.py:927] (4/8) Epoch 11, batch 11400, giga_loss[loss=0.1961, simple_loss=0.2688, pruned_loss=0.06173, over 12289.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02602, over 54.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2774, pruned_loss=0.05663, over 2471703.29 frames. utt_duration=662 frames, utt_pad_proportion=0.0527, over 14968.92 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2901, pruned_loss=0.05601, over 2459306.86 frames. utt_duration=1258 frames, utt_pad_proportion=0.06006, over 7829.09 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2772, pruned_loss=0.05698, over 2472129.01 frames. utt_duration=626.1 frames, utt_pad_proportion=0.05171, over 15831.50 utterances.], batch size: 54, lr: 3.40e-04
2022-08-27 15:51:38,991 INFO [train.py:927] (4/8) Epoch 11, batch 11450, giga_loss[loss=0.1796, simple_loss=0.2597, pruned_loss=0.04975, over 12267.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02754, over 54.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2764, pruned_loss=0.0563, over 2471149.39 frames. utt_duration=657 frames, utt_pad_proportion=0.05285, over 15078.94 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05591, over 2459542.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.05847, over 7775.06 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2761, pruned_loss=0.05668, over 2471719.81 frames. utt_duration=617 frames, utt_pad_proportion=0.05259, over 16062.75 utterances.], batch size: 54, lr: 3.40e-04
2022-08-27 15:53:26,369 INFO [train.py:927] (4/8) Epoch 11, batch 11500, giga_loss[loss=0.2075, simple_loss=0.2948, pruned_loss=0.06008, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0411, over 31.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2795, pruned_loss=0.05819, over 2471588.98 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05732, over 15643.04 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2896, pruned_loss=0.05581, over 2459466.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05765, over 7765.66 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2791, pruned_loss=0.05861, over 2472328.80 frames. utt_duration=598 frames, utt_pad_proportion=0.05725, over 16579.30 utterances.], batch size: 31, lr: 3.40e-04
2022-08-27 15:55:11,639 INFO [train.py:927] (4/8) Epoch 11, batch 11550, giga_loss[loss=0.208, simple_loss=0.2865, pruned_loss=0.06474, over 12415.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03209, over 37.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2853, pruned_loss=0.06131, over 2472021.68 frames. utt_duration=619.9 frames, utt_pad_proportion=0.06143, over 15990.33 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2896, pruned_loss=0.05575, over 2459915.25 frames. utt_duration=1270 frames, utt_pad_proportion=0.0566, over 7756.75 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2847, pruned_loss=0.06179, over 2472472.04 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06165, over 16928.39 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 15:56:56,229 INFO [train.py:927] (4/8) Epoch 11, batch 11600, giga_loss[loss=0.2156, simple_loss=0.3131, pruned_loss=0.0591, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03871, over 105.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.291, pruned_loss=0.06368, over 2472645.03 frames. utt_duration=551.1 frames, utt_pad_proportion=0.07237, over 17994.43 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2898, pruned_loss=0.05585, over 2459959.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05602, over 7760.43 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2904, pruned_loss=0.06409, over 2473174.23 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07227, over 18884.03 utterances.], batch size: 105, lr: 3.40e-04
2022-08-27 15:58:40,811 INFO [train.py:927] (4/8) Epoch 11, batch 11650, giga_loss[loss=0.2049, simple_loss=0.2953, pruned_loss=0.05727, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03377, over 85.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2969, pruned_loss=0.06664, over 2472938.10 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07888, over 19045.35 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05579, over 2459805.75 frames. utt_duration=1271 frames, utt_pad_proportion=0.05592, over 7748.63 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2966, pruned_loss=0.06703, over 2473522.50 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07861, over 19790.58 utterances.], batch size: 85, lr: 3.40e-04
2022-08-27 16:00:21,678 INFO [train.py:927] (4/8) Epoch 11, batch 11700, libri_loss[loss=0.2129, simple_loss=0.306, pruned_loss=0.05985, over 12286.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006742, over 37.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2952, pruned_loss=0.06375, over 2472870.17 frames. utt_duration=543.5 frames, utt_pad_proportion=0.07143, over 18248.40 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.05548, over 2460208.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.05356, over 7690.64 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2954, pruned_loss=0.06493, over 2473745.32 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07284, over 19567.34 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 16:02:05,016 INFO [train.py:927] (4/8) Epoch 11, batch 11750, giga_loss[loss=0.202, simple_loss=0.2879, pruned_loss=0.05804, over 12238.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03887, over 28.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2938, pruned_loss=0.06203, over 2472496.32 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06694, over 17553.49 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2893, pruned_loss=0.05535, over 2460526.85 frames. utt_duration=1287 frames, utt_pad_proportion=0.05215, over 7654.97 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2944, pruned_loss=0.06333, over 2473313.04 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06908, over 18961.12 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 16:03:50,765 INFO [train.py:927] (4/8) Epoch 11, batch 11800, giga_loss[loss=0.2018, simple_loss=0.2884, pruned_loss=0.05762, over 12377.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.296, pruned_loss=0.06328, over 2473060.35 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06477, over 17253.47 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2891, pruned_loss=0.05545, over 2460438.72 frames. utt_duration=1290 frames, utt_pad_proportion=0.05168, over 7635.28 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2966, pruned_loss=0.06429, over 2473941.35 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06688, over 18510.35 utterances.], batch size: 58, lr: 3.40e-04
2022-08-27 16:05:37,906 INFO [train.py:927] (4/8) Epoch 11, batch 11850, giga_loss[loss=0.2286, simple_loss=0.3062, pruned_loss=0.07547, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03588, over 37.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2992, pruned_loss=0.06569, over 2472415.26 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06439, over 17800.60 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2892, pruned_loss=0.05551, over 2460687.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.05105, over 7629.75 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2997, pruned_loss=0.06656, over 2473051.44 frames. utt_duration=524 frames, utt_pad_proportion=0.06634, over 18931.57 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 16:07:22,793 INFO [train.py:927] (4/8) Epoch 11, batch 11900, libri_loss[loss=0.234, simple_loss=0.3362, pruned_loss=0.0659, over 12388.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.0385, over 46.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2993, pruned_loss=0.0657, over 2472610.14 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0646, over 17288.45 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2897, pruned_loss=0.0557, over 2460844.14 frames. utt_duration=1291 frames, utt_pad_proportion=0.05059, over 7635.35 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2995, pruned_loss=0.06635, over 2473129.02 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06644, over 18309.05 utterances.], batch size: 46, lr: 3.40e-04
2022-08-27 16:09:08,258 INFO [train.py:927] (4/8) Epoch 11, batch 11950, giga_loss[loss=0.2066, simple_loss=0.2883, pruned_loss=0.06249, over 12455.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03653, over 37.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3002, pruned_loss=0.06581, over 2473755.75 frames. utt_duration=589.1 frames, utt_pad_proportion=0.06401, over 16839.67 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2898, pruned_loss=0.05574, over 2461011.92 frames. utt_duration=1292 frames, utt_pad_proportion=0.05043, over 7626.17 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3003, pruned_loss=0.06633, over 2474059.80 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06561, over 17691.67 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 16:10:51,064 INFO [train.py:927] (4/8) Epoch 11, batch 12000, giga_loss[loss=0.1967, simple_loss=0.2823, pruned_loss=0.05556, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.05017, over 34.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3011, pruned_loss=0.0661, over 2473541.87 frames. utt_duration=605.6 frames, utt_pad_proportion=0.0603, over 16377.38 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.05548, over 2460909.80 frames. utt_duration=1292 frames, utt_pad_proportion=0.05027, over 7628.35 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3017, pruned_loss=0.06714, over 2474343.92 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06205, over 17391.16 utterances.], batch size: 34, lr: 3.40e-04
2022-08-27 16:10:51,065 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 16:11:04,957 INFO [train.py:967] (4/8) 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 16:12:45,753 INFO [train.py:927] (4/8) Epoch 11, batch 12050, libri_loss[loss=0.2004, simple_loss=0.2892, pruned_loss=0.0558, over 12358.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004987, over 33.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3005, pruned_loss=0.06632, over 2472976.67 frames. utt_duration=613.8 frames, utt_pad_proportion=0.0576, over 16156.51 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2894, pruned_loss=0.05537, over 2461100.03 frames. utt_duration=1295 frames, utt_pad_proportion=0.04971, over 7611.02 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3013, pruned_loss=0.06739, over 2473607.12 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05942, over 17090.99 utterances.], batch size: 33, lr: 3.40e-04
2022-08-27 16:14:25,889 INFO [train.py:927] (4/8) Epoch 11, batch 12100, giga_loss[loss=0.2345, simple_loss=0.3228, pruned_loss=0.07314, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04098, over 28.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3005, pruned_loss=0.06696, over 2472019.33 frames. utt_duration=626.3 frames, utt_pad_proportion=0.05827, over 15825.79 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2894, pruned_loss=0.05538, over 2461169.45 frames. utt_duration=1293 frames, utt_pad_proportion=0.04992, over 7624.93 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3013, pruned_loss=0.06796, over 2472605.38 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05968, over 16673.69 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 16:16:11,258 INFO [train.py:927] (4/8) Epoch 11, batch 12150, giga_loss[loss=0.1896, simple_loss=0.2742, pruned_loss=0.05252, over 12342.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.02836, over 28.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3022, pruned_loss=0.0677, over 2472473.61 frames. utt_duration=638.2 frames, utt_pad_proportion=0.05553, over 15534.31 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.29, pruned_loss=0.05566, over 2461346.00 frames. utt_duration=1300 frames, utt_pad_proportion=0.04765, over 7582.83 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.303, pruned_loss=0.06896, over 2473410.95 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05799, over 16729.96 utterances.], batch size: 28, lr: 3.39e-04
2022-08-27 16:17:53,358 INFO [train.py:927] (4/8) Epoch 11, batch 12200, giga_loss[loss=0.2251, simple_loss=0.3118, pruned_loss=0.06923, over 12437.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03605, over 105.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3019, pruned_loss=0.06711, over 2472201.55 frames. utt_duration=644.7 frames, utt_pad_proportion=0.056, over 15373.98 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2901, pruned_loss=0.05569, over 2461453.17 frames. utt_duration=1295 frames, utt_pad_proportion=0.04777, over 7609.93 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3026, pruned_loss=0.06827, over 2473049.61 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05796, over 16431.65 utterances.], batch size: 105, lr: 3.39e-04
2022-08-27 16:19:34,290 INFO [train.py:927] (4/8) Epoch 11, batch 12250, giga_loss[loss=0.1943, simple_loss=0.2755, pruned_loss=0.05659, over 12302.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.03143, over 28.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3011, pruned_loss=0.06718, over 2472664.97 frames. utt_duration=610.2 frames, utt_pad_proportion=0.06139, over 16249.35 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2901, pruned_loss=0.05579, over 2461533.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.05119, over 7669.98 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3019, pruned_loss=0.06822, over 2473452.41 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06143, over 17167.44 utterances.], batch size: 28, lr: 3.39e-04
2022-08-27 16:21:13,674 INFO [train.py:927] (4/8) Epoch 11, batch 12300, giga_loss[loss=0.2173, simple_loss=0.3036, pruned_loss=0.06554, over 12409.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.04044, over 123.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2976, pruned_loss=0.06554, over 2472351.92 frames. utt_duration=636.8 frames, utt_pad_proportion=0.05701, over 15567.49 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2893, pruned_loss=0.05554, over 2461773.03 frames. utt_duration=1292 frames, utt_pad_proportion=0.0498, over 7627.82 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2993, pruned_loss=0.067, over 2473183.75 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05798, over 16647.75 utterances.], batch size: 123, lr: 3.39e-04
2022-08-27 16:22:52,552 INFO [train.py:927] (4/8) Epoch 11, batch 12350, giga_loss[loss=0.18, simple_loss=0.2703, pruned_loss=0.04491, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04002, over 30.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2951, pruned_loss=0.06432, over 2470886.24 frames. utt_duration=639.3 frames, utt_pad_proportion=0.06489, over 15497.07 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2889, pruned_loss=0.05542, over 2461853.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.05636, over 7733.27 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2972, pruned_loss=0.066, over 2471876.92 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06269, over 16599.02 utterances.], batch size: 30, lr: 3.39e-04
2022-08-27 16:24:34,392 INFO [train.py:927] (4/8) Epoch 11, batch 12400, giga_loss[loss=0.2204, simple_loss=0.299, pruned_loss=0.07093, over 12387.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04516, over 146.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2921, pruned_loss=0.06322, over 2471108.98 frames. utt_duration=632 frames, utt_pad_proportion=0.06095, over 15676.10 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2891, pruned_loss=0.05549, over 2461899.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.05591, over 7731.95 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2936, pruned_loss=0.06455, over 2471929.64 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05965, over 16617.79 utterances.], batch size: 146, lr: 3.39e-04
2022-08-27 16:26:14,351 INFO [train.py:927] (4/8) Epoch 11, batch 12450, giga_loss[loss=0.2016, simple_loss=0.2696, pruned_loss=0.06676, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02676, over 45.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2889, pruned_loss=0.06166, over 2471439.57 frames. utt_duration=603.2 frames, utt_pad_proportion=0.06435, over 16431.11 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2886, pruned_loss=0.0552, over 2461851.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.05462, over 7687.01 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2906, pruned_loss=0.06318, over 2472399.85 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06371, over 17455.47 utterances.], batch size: 45, lr: 3.39e-04
2022-08-27 16:28:01,408 INFO [train.py:927] (4/8) Epoch 11, batch 12500, giga_loss[loss=0.2007, simple_loss=0.2928, pruned_loss=0.05435, over 12411.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03385, over 80.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2884, pruned_loss=0.06174, over 2471507.68 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06727, over 16637.07 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2885, pruned_loss=0.05513, over 2461980.35 frames. utt_duration=1284 frames, utt_pad_proportion=0.05364, over 7679.86 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2899, pruned_loss=0.06315, over 2472380.62 frames. utt_duration=562 frames, utt_pad_proportion=0.06702, over 17644.14 utterances.], batch size: 80, lr: 3.39e-04
2022-08-27 16:29:43,328 INFO [train.py:927] (4/8) Epoch 11, batch 12550, giga_loss[loss=0.2025, simple_loss=0.2965, pruned_loss=0.05428, over 12403.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03629, over 113.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2906, pruned_loss=0.06212, over 2471764.80 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06749, over 16970.59 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2889, pruned_loss=0.0554, over 2462424.32 frames. utt_duration=1273 frames, utt_pad_proportion=0.05686, over 7746.25 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2914, pruned_loss=0.06322, over 2472374.25 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06605, over 17992.13 utterances.], batch size: 113, lr: 3.39e-04
2022-08-27 16:31:22,421 INFO [train.py:927] (4/8) Epoch 11, batch 12600, libri_loss[loss=0.2178, simple_loss=0.2963, pruned_loss=0.06964, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005347, over 35.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2917, pruned_loss=0.06184, over 2473109.18 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06699, over 17755.17 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2887, pruned_loss=0.05551, over 2462645.41 frames. utt_duration=1275 frames, utt_pad_proportion=0.05565, over 7732.03 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2926, pruned_loss=0.06283, over 2473715.04 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06644, over 18881.24 utterances.], batch size: 35, lr: 3.39e-04
2022-08-27 16:33:02,006 INFO [train.py:927] (4/8) Epoch 11, batch 12650, giga_loss[loss=0.1764, simple_loss=0.2571, pruned_loss=0.04779, over 12072.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03807, over 30.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.291, pruned_loss=0.06127, over 2473621.13 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06178, over 17544.14 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2887, pruned_loss=0.05565, over 2462952.88 frames. utt_duration=1280 frames, utt_pad_proportion=0.05465, over 7704.06 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2918, pruned_loss=0.06207, over 2474064.35 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06206, over 18677.91 utterances.], batch size: 30, lr: 3.39e-04
2022-08-27 16:34:41,876 INFO [train.py:927] (4/8) Epoch 11, batch 12700, giga_loss[loss=0.2262, simple_loss=0.3126, pruned_loss=0.06989, over 12416.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2922, pruned_loss=0.06159, over 2473409.96 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06919, over 18533.00 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2894, pruned_loss=0.05595, over 2463141.90 frames. utt_duration=1274 frames, utt_pad_proportion=0.05533, over 7744.42 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2923, pruned_loss=0.06211, over 2473847.21 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06892, over 19676.61 utterances.], batch size: 212, lr: 3.39e-04
2022-08-27 16:36:19,477 INFO [train.py:927] (4/8) Epoch 11, batch 12750, giga_loss[loss=0.2271, simple_loss=0.3117, pruned_loss=0.07128, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.293, pruned_loss=0.06156, over 2473221.97 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06543, over 17943.39 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.289, pruned_loss=0.05584, over 2463012.39 frames. utt_duration=1280 frames, utt_pad_proportion=0.05393, over 7707.94 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2935, pruned_loss=0.06225, over 2474019.76 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06605, over 19228.19 utterances.], batch size: 105, lr: 3.39e-04
2022-08-27 16:37:59,164 INFO [train.py:927] (4/8) Epoch 11, batch 12800, giga_loss[loss=0.1841, simple_loss=0.2696, pruned_loss=0.04932, over 12313.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05174, over 26.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2934, pruned_loss=0.06172, over 2472880.31 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06083, over 17319.22 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2887, pruned_loss=0.05609, over 2462817.40 frames. utt_duration=1286 frames, utt_pad_proportion=0.05243, over 7669.22 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2942, pruned_loss=0.06226, over 2474034.52 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06232, over 18742.06 utterances.], batch size: 26, lr: 3.39e-04
2022-08-27 16:39:42,247 INFO [train.py:927] (4/8) Epoch 11, batch 12850, giga_loss[loss=0.2063, simple_loss=0.2923, pruned_loss=0.06016, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2945, pruned_loss=0.06234, over 2471987.78 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05776, over 17140.35 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2887, pruned_loss=0.05627, over 2462714.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.05202, over 7659.18 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2952, pruned_loss=0.0627, over 2473126.65 frames. utt_duration=539 frames, utt_pad_proportion=0.05934, over 18405.29 utterances.], batch size: 66, lr: 3.39e-04
2022-08-27 16:41:22,944 INFO [train.py:927] (4/8) Epoch 11, batch 12900, giga_loss[loss=0.2593, simple_loss=0.334, pruned_loss=0.09233, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06326, over 183.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2947, pruned_loss=0.06302, over 2472257.76 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06042, over 17645.35 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05647, over 2462779.46 frames. utt_duration=1283 frames, utt_pad_proportion=0.05212, over 7684.53 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.295, pruned_loss=0.06317, over 2473175.13 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06152, over 18703.97 utterances.], batch size: 183, lr: 3.39e-04
2022-08-27 16:43:03,211 INFO [train.py:927] (4/8) Epoch 11, batch 12950, giga_loss[loss=0.1957, simple_loss=0.2786, pruned_loss=0.05637, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2924, pruned_loss=0.06226, over 2472323.31 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05959, over 17500.75 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.289, pruned_loss=0.05658, over 2462578.58 frames. utt_duration=1290 frames, utt_pad_proportion=0.05122, over 7646.55 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2928, pruned_loss=0.06245, over 2473484.23 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06095, over 18641.77 utterances.], batch size: 86, lr: 3.39e-04
2022-08-27 16:44:41,873 INFO [train.py:927] (4/8) Epoch 11, batch 13000, libri_loss[loss=0.2095, simple_loss=0.2831, pruned_loss=0.06801, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006407, over 34.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2934, pruned_loss=0.06173, over 2473175.41 frames. utt_duration=548.6 frames, utt_pad_proportion=0.05968, over 18082.44 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2888, pruned_loss=0.05669, over 2462527.88 frames. utt_duration=1293 frames, utt_pad_proportion=0.05088, over 7624.87 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.294, pruned_loss=0.06187, over 2474311.36 frames. utt_duration=517.1 frames, utt_pad_proportion=0.0609, over 19194.35 utterances.], batch size: 34, lr: 3.39e-04
2022-08-27 16:46:21,286 INFO [train.py:927] (4/8) Epoch 11, batch 13050, giga_loss[loss=0.1955, simple_loss=0.2907, pruned_loss=0.05017, over 12335.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03128, over 66.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2938, pruned_loss=0.06179, over 2473225.87 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05949, over 18060.32 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2892, pruned_loss=0.05691, over 2462851.43 frames. utt_duration=1281 frames, utt_pad_proportion=0.0541, over 7699.92 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.294, pruned_loss=0.06181, over 2474023.36 frames. utt_duration=520.9 frames, utt_pad_proportion=0.05938, over 19054.47 utterances.], batch size: 66, lr: 3.39e-04
2022-08-27 16:48:00,076 INFO [train.py:927] (4/8) Epoch 11, batch 13100, giga_loss[loss=0.2068, simple_loss=0.2904, pruned_loss=0.06155, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03067, over 85.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2923, pruned_loss=0.06196, over 2473782.02 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05697, over 18185.00 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2892, pruned_loss=0.05695, over 2463005.92 frames. utt_duration=1282 frames, utt_pad_proportion=0.05346, over 7696.44 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2924, pruned_loss=0.062, over 2474419.50 frames. utt_duration=519.2 frames, utt_pad_proportion=0.05726, over 19117.19 utterances.], batch size: 85, lr: 3.39e-04
2022-08-27 16:49:42,293 INFO [train.py:927] (4/8) Epoch 11, batch 13150, giga_loss[loss=0.2057, simple_loss=0.2919, pruned_loss=0.05975, over 12385.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03774, over 113.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2919, pruned_loss=0.06283, over 2474283.35 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05918, over 18615.69 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2896, pruned_loss=0.05738, over 2463173.15 frames. utt_duration=1284 frames, utt_pad_proportion=0.05218, over 7680.36 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2918, pruned_loss=0.06261, over 2474989.60 frames. utt_duration=503.3 frames, utt_pad_proportion=0.05982, over 19730.80 utterances.], batch size: 113, lr: 3.39e-04
2022-08-27 16:51:22,861 INFO [train.py:927] (4/8) Epoch 11, batch 13200, giga_loss[loss=0.1998, simple_loss=0.2841, pruned_loss=0.0578, over 12419.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04236, over 146.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2889, pruned_loss=0.06164, over 2474419.13 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05941, over 18854.61 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2899, pruned_loss=0.05761, over 2463006.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.05157, over 7673.18 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2886, pruned_loss=0.06135, over 2475245.39 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06011, over 19872.51 utterances.], batch size: 146, lr: 3.39e-04
2022-08-27 16:53:02,850 INFO [train.py:927] (4/8) Epoch 11, batch 13250, giga_loss[loss=0.1824, simple_loss=0.2633, pruned_loss=0.05074, over 12388.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02968, over 97.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2863, pruned_loss=0.06049, over 2475110.38 frames. utt_duration=539 frames, utt_pad_proportion=0.05836, over 18420.02 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2904, pruned_loss=0.05785, over 2463240.26 frames. utt_duration=1286 frames, utt_pad_proportion=0.0509, over 7668.68 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2855, pruned_loss=0.06009, over 2475775.51 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05928, over 19433.99 utterances.], batch size: 97, lr: 3.39e-04
2022-08-27 16:54:44,315 INFO [train.py:927] (4/8) Epoch 11, batch 13300, giga_loss[loss=0.2198, simple_loss=0.3151, pruned_loss=0.06226, over 12412.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05011, over 161.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2868, pruned_loss=0.06031, over 2474874.39 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05965, over 18171.48 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2906, pruned_loss=0.05801, over 2463593.26 frames. utt_duration=1288 frames, utt_pad_proportion=0.05012, over 7657.35 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.286, pruned_loss=0.05989, over 2475283.40 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06065, over 19173.19 utterances.], batch size: 161, lr: 3.39e-04
2022-08-27 16:56:26,823 INFO [train.py:927] (4/8) Epoch 11, batch 13350, giga_loss[loss=0.2219, simple_loss=0.3096, pruned_loss=0.06711, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06287, over 183.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.289, pruned_loss=0.06107, over 2475343.39 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05711, over 17347.63 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.291, pruned_loss=0.05847, over 2463776.16 frames. utt_duration=1284 frames, utt_pad_proportion=0.05035, over 7686.67 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2878, pruned_loss=0.06037, over 2475761.92 frames. utt_duration=541.2 frames, utt_pad_proportion=0.05804, over 18349.44 utterances.], batch size: 183, lr: 3.39e-04
2022-08-27 16:58:07,510 INFO [train.py:927] (4/8) Epoch 11, batch 13400, giga_loss[loss=0.2601, simple_loss=0.339, pruned_loss=0.09055, over 12367.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03386, over 122.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2909, pruned_loss=0.06183, over 2474299.20 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05679, over 17013.08 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2907, pruned_loss=0.05856, over 2463629.14 frames. utt_duration=1287 frames, utt_pad_proportion=0.04971, over 7663.84 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2902, pruned_loss=0.06124, over 2475017.93 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05789, over 18050.71 utterances.], batch size: 122, lr: 3.39e-04
2022-08-27 16:59:53,899 INFO [train.py:927] (4/8) Epoch 11, batch 13450, libri_loss[loss=0.2501, simple_loss=0.3307, pruned_loss=0.08473, over 12448.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02078, over 43.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2963, pruned_loss=0.06587, over 2474852.08 frames. utt_duration=565 frames, utt_pad_proportion=0.06239, over 17567.18 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.291, pruned_loss=0.05885, over 2464030.36 frames. utt_duration=1291 frames, utt_pad_proportion=0.04897, over 7644.60 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2955, pruned_loss=0.06525, over 2475289.75 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06335, over 18636.08 utterances.], batch size: 43, lr: 3.39e-04
2022-08-27 17:01:39,221 INFO [train.py:927] (4/8) Epoch 11, batch 13500, libri_loss[loss=0.2199, simple_loss=0.2891, pruned_loss=0.07533, over 12287.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006363, over 32.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3037, pruned_loss=0.071, over 2474827.46 frames. utt_duration=522.2 frames, utt_pad_proportion=0.0686, over 19010.49 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2909, pruned_loss=0.05896, over 2464238.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.04843, over 7633.98 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3033, pruned_loss=0.07053, over 2475152.02 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06931, over 20006.40 utterances.], batch size: 32, lr: 3.39e-04
2022-08-27 17:03:24,918 INFO [train.py:927] (4/8) Epoch 11, batch 13550, libri_loss[loss=0.2553, simple_loss=0.3436, pruned_loss=0.08347, over 12352.00 frames. utt_duration=409.9 frames, utt_pad_proportion=0.3616, over 121.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3099, pruned_loss=0.07557, over 2475103.71 frames. utt_duration=525 frames, utt_pad_proportion=0.06856, over 18909.39 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2912, pruned_loss=0.05925, over 2464868.47 frames. utt_duration=1278 frames, utt_pad_proportion=0.05324, over 7724.75 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3098, pruned_loss=0.07539, over 2475061.07 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06756, over 19950.17 utterances.], batch size: 121, lr: 3.39e-04
2022-08-27 17:05:10,581 INFO [train.py:927] (4/8) Epoch 11, batch 13600, giga_loss[loss=0.2095, simple_loss=0.2922, pruned_loss=0.06344, over 12456.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03805, over 31.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.07916, over 2475193.65 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07394, over 19771.03 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2912, pruned_loss=0.05963, over 2465036.62 frames. utt_duration=1280 frames, utt_pad_proportion=0.05232, over 7712.91 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07941, over 2475412.99 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07334, over 21095.96 utterances.], batch size: 31, lr: 3.39e-04
2022-08-27 17:06:56,127 INFO [train.py:927] (4/8) Epoch 11, batch 13650, giga_loss[loss=0.2359, simple_loss=0.3125, pruned_loss=0.07964, over 12392.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04409, over 26.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.0832, over 2474429.00 frames. utt_duration=487 frames, utt_pad_proportion=0.07935, over 20385.66 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2921, pruned_loss=0.06022, over 2465171.72 frames. utt_duration=1276 frames, utt_pad_proportion=0.05149, over 7736.21 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3191, pruned_loss=0.08361, over 2474835.36 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0791, over 21866.32 utterances.], batch size: 26, lr: 3.39e-04
2022-08-27 17:08:46,382 INFO [train.py:927] (4/8) Epoch 11, batch 13700, giga_loss[loss=0.3305, simple_loss=0.3676, pruned_loss=0.1467, over 12376.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3239, pruned_loss=0.08835, over 2474108.05 frames. utt_duration=447.4 frames, utt_pad_proportion=0.09029, over 22191.00 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2924, pruned_loss=0.0605, over 2465445.04 frames. utt_duration=1275 frames, utt_pad_proportion=0.05072, over 7741.84 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.325, pruned_loss=0.08911, over 2474435.42 frames. utt_duration=418.3 frames, utt_pad_proportion=0.09004, over 23744.00 utterances.], batch size: 369, lr: 3.39e-04
2022-08-27 17:10:33,989 INFO [train.py:927] (4/8) Epoch 11, batch 13750, libri_loss[loss=0.238, simple_loss=0.3252, pruned_loss=0.07538, over 12447.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00642, over 35.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3254, pruned_loss=0.09082, over 2474077.56 frames. utt_duration=432.2 frames, utt_pad_proportion=0.09224, over 22977.07 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2926, pruned_loss=0.06092, over 2465623.38 frames. utt_duration=1266 frames, utt_pad_proportion=0.05489, over 7800.84 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3273, pruned_loss=0.09213, over 2474488.85 frames. utt_duration=401.7 frames, utt_pad_proportion=0.09128, over 24729.42 utterances.], batch size: 35, lr: 3.39e-04
2022-08-27 17:12:18,697 INFO [train.py:927] (4/8) Epoch 11, batch 13800, giga_loss[loss=0.3024, simple_loss=0.3652, pruned_loss=0.1198, over 12358.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.327, pruned_loss=0.09112, over 2474212.59 frames. utt_duration=428.3 frames, utt_pad_proportion=0.09112, over 23184.40 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2929, pruned_loss=0.06119, over 2465737.81 frames. utt_duration=1263 frames, utt_pad_proportion=0.05513, over 7820.61 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3287, pruned_loss=0.09231, over 2474550.12 frames. utt_duration=401.4 frames, utt_pad_proportion=0.09055, over 24749.89 utterances.], batch size: 70, lr: 3.38e-04
2022-08-27 17:14:04,402 INFO [train.py:927] (4/8) Epoch 11, batch 13850, libri_loss[loss=0.2473, simple_loss=0.3163, pruned_loss=0.08915, over 12258.00 frames. utt_duration=963.1 frames, utt_pad_proportion=0.06855, over 51.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3276, pruned_loss=0.09095, over 2474065.01 frames. utt_duration=431.9 frames, utt_pad_proportion=0.09062, over 22993.07 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2932, pruned_loss=0.06158, over 2465718.37 frames. utt_duration=1265 frames, utt_pad_proportion=0.05361, over 7804.08 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3301, pruned_loss=0.09278, over 2474719.63 frames. utt_duration=398.8 frames, utt_pad_proportion=0.09104, over 24915.67 utterances.], batch size: 51, lr: 3.38e-04
2022-08-27 17:15:55,014 INFO [train.py:927] (4/8) Epoch 11, batch 13900, giga_loss[loss=0.3141, simple_loss=0.367, pruned_loss=0.1306, over 12353.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1877, over 362.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3252, pruned_loss=0.08829, over 2474499.07 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08751, over 23017.89 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2931, pruned_loss=0.06174, over 2465851.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.05669, over 7853.46 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3285, pruned_loss=0.09063, over 2475235.99 frames. utt_duration=396.3 frames, utt_pad_proportion=0.08766, over 25075.87 utterances.], batch size: 362, lr: 3.38e-04
2022-08-27 17:17:42,792 INFO [train.py:927] (4/8) Epoch 11, batch 13950, giga_loss[loss=0.2021, simple_loss=0.2955, pruned_loss=0.05432, over 12405.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02538, over 48.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3236, pruned_loss=0.08623, over 2474243.11 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08276, over 22595.68 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2936, pruned_loss=0.0621, over 2465952.26 frames. utt_duration=1257 frames, utt_pad_proportion=0.0564, over 7857.54 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3268, pruned_loss=0.0886, over 2475034.28 frames. utt_duration=401.6 frames, utt_pad_proportion=0.08363, over 24740.89 utterances.], batch size: 48, lr: 3.38e-04
2022-08-27 17:19:29,905 INFO [train.py:927] (4/8) Epoch 11, batch 14000, giga_loss[loss=0.3049, simple_loss=0.3584, pruned_loss=0.1257, over 12384.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1044, over 258.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3209, pruned_loss=0.08406, over 2474601.71 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0786, over 21606.01 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.294, pruned_loss=0.0625, over 2466286.42 frames. utt_duration=1260 frames, utt_pad_proportion=0.055, over 7838.52 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3241, pruned_loss=0.08644, over 2475249.72 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08039, over 23875.64 utterances.], batch size: 258, lr: 3.38e-04
2022-08-27 17:21:18,173 INFO [train.py:927] (4/8) Epoch 11, batch 14050, giga_loss[loss=0.2431, simple_loss=0.3273, pruned_loss=0.07946, over 12324.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3202, pruned_loss=0.08322, over 2474064.53 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07464, over 21223.70 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2941, pruned_loss=0.0626, over 2466009.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05425, over 7817.86 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3233, pruned_loss=0.08551, over 2475016.84 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07681, over 23364.47 utterances.], batch size: 74, lr: 3.38e-04
2022-08-27 17:23:10,668 INFO [train.py:927] (4/8) Epoch 11, batch 14100, giga_loss[loss=0.2182, simple_loss=0.303, pruned_loss=0.06672, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04611, over 34.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3189, pruned_loss=0.08158, over 2473649.00 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08329, over 21743.90 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2938, pruned_loss=0.06266, over 2465955.22 frames. utt_duration=1267 frames, utt_pad_proportion=0.053, over 7793.64 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3225, pruned_loss=0.08399, over 2474716.82 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08488, over 23932.93 utterances.], batch size: 34, lr: 3.38e-04
2022-08-27 17:25:03,885 INFO [train.py:927] (4/8) Epoch 11, batch 14150, giga_loss[loss=0.2101, simple_loss=0.2955, pruned_loss=0.06237, over 12385.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3193, pruned_loss=0.08078, over 2474260.19 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08686, over 21900.71 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2939, pruned_loss=0.06265, over 2466056.08 frames. utt_duration=1269 frames, utt_pad_proportion=0.05202, over 7782.81 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3226, pruned_loss=0.08314, over 2475217.93 frames. utt_duration=414.3 frames, utt_pad_proportion=0.08835, over 23979.56 utterances.], batch size: 58, lr: 3.38e-04
2022-08-27 17:26:48,919 INFO [train.py:927] (4/8) Epoch 11, batch 14200, giga_loss[loss=0.2617, simple_loss=0.3256, pruned_loss=0.09887, over 12366.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03613, over 122.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3182, pruned_loss=0.08042, over 2473809.65 frames. utt_duration=468.8 frames, utt_pad_proportion=0.08344, over 21171.34 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2937, pruned_loss=0.06274, over 2465823.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.05093, over 7742.84 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3218, pruned_loss=0.08271, over 2475029.48 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08556, over 23259.47 utterances.], batch size: 122, lr: 3.38e-04
2022-08-27 17:28:35,893 INFO [train.py:927] (4/8) Epoch 11, batch 14250, giga_loss[loss=0.2127, simple_loss=0.3063, pruned_loss=0.05955, over 12421.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.028, over 62.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3156, pruned_loss=0.07987, over 2473874.29 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08262, over 21408.00 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2937, pruned_loss=0.06285, over 2465905.67 frames. utt_duration=1275 frames, utt_pad_proportion=0.05037, over 7746.09 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3188, pruned_loss=0.08189, over 2474893.72 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08471, over 23296.29 utterances.], batch size: 62, lr: 3.38e-04
2022-08-27 17:30:23,822 INFO [train.py:927] (4/8) Epoch 11, batch 14300, libri_loss[loss=0.2331, simple_loss=0.3076, pruned_loss=0.07928, over 12343.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.06235, over 51.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3156, pruned_loss=0.07894, over 2474322.66 frames. utt_duration=473.7 frames, utt_pad_proportion=0.08134, over 20958.85 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2944, pruned_loss=0.06347, over 2466166.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05358, over 7822.89 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3181, pruned_loss=0.08045, over 2475148.36 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08264, over 22787.44 utterances.], batch size: 51, lr: 3.38e-04
2022-08-27 17:32:11,490 INFO [train.py:927] (4/8) Epoch 11, batch 14350, libri_loss[loss=0.2393, simple_loss=0.3154, pruned_loss=0.0816, over 12371.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02663, over 43.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3152, pruned_loss=0.0789, over 2475263.15 frames. utt_duration=467.4 frames, utt_pad_proportion=0.08277, over 21249.10 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2948, pruned_loss=0.06386, over 2466144.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.05759, over 7899.12 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3172, pruned_loss=0.08003, over 2476078.71 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08279, over 22863.59 utterances.], batch size: 43, lr: 3.38e-04
2022-08-27 17:33:56,510 INFO [train.py:927] (4/8) Epoch 11, batch 14400, giga_loss[loss=0.2417, simple_loss=0.312, pruned_loss=0.08564, over 12393.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04225, over 40.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3132, pruned_loss=0.07827, over 2474150.68 frames. utt_duration=482 frames, utt_pad_proportion=0.07855, over 20595.50 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2944, pruned_loss=0.06394, over 2465896.14 frames. utt_duration=1253 frames, utt_pad_proportion=0.05716, over 7884.02 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.316, pruned_loss=0.07963, over 2475362.72 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07925, over 22386.69 utterances.], batch size: 40, lr: 3.38e-04
2022-08-27 17:35:39,783 INFO [train.py:927] (4/8) Epoch 11, batch 14450, giga_loss[loss=0.213, simple_loss=0.2951, pruned_loss=0.06546, over 12376.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03322, over 122.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3118, pruned_loss=0.07811, over 2473687.36 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07492, over 20215.41 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2943, pruned_loss=0.06398, over 2466003.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.0559, over 7848.92 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07957, over 2474776.31 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07635, over 22039.67 utterances.], batch size: 122, lr: 3.38e-04
2022-08-27 17:37:25,218 INFO [train.py:927] (4/8) Epoch 11, batch 14500, giga_loss[loss=0.2156, simple_loss=0.299, pruned_loss=0.06608, over 12282.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02651, over 54.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.311, pruned_loss=0.07784, over 2473757.07 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07387, over 20031.24 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2945, pruned_loss=0.06417, over 2465790.57 frames. utt_duration=1251 frames, utt_pad_proportion=0.05962, over 7893.18 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.0792, over 2475020.36 frames. utt_duration=456 frames, utt_pad_proportion=0.07406, over 21780.09 utterances.], batch size: 54, lr: 3.38e-04
2022-08-27 17:39:12,005 INFO [train.py:927] (4/8) Epoch 11, batch 14550, libri_loss[loss=0.2205, simple_loss=0.2931, pruned_loss=0.07393, over 12342.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006234, over 33.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07767, over 2473247.27 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07127, over 19657.18 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2947, pruned_loss=0.06439, over 2465893.43 frames. utt_duration=1250 frames, utt_pad_proportion=0.05937, over 7900.94 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3131, pruned_loss=0.07886, over 2474321.27 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07182, over 21323.98 utterances.], batch size: 33, lr: 3.38e-04
2022-08-27 17:40:55,761 INFO [train.py:927] (4/8) Epoch 11, batch 14600, giga_loss[loss=0.2313, simple_loss=0.313, pruned_loss=0.07481, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3111, pruned_loss=0.07724, over 2473132.25 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06878, over 19341.78 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2947, pruned_loss=0.0645, over 2465975.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.05756, over 7873.35 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3135, pruned_loss=0.07859, over 2474194.56 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07021, over 21161.62 utterances.], batch size: 91, lr: 3.38e-04
2022-08-27 17:42:44,130 INFO [train.py:927] (4/8) Epoch 11, batch 14650, giga_loss[loss=0.2564, simple_loss=0.3307, pruned_loss=0.0911, over 12379.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05205, over 161.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.311, pruned_loss=0.07712, over 2473688.14 frames. utt_duration=504.5 frames, utt_pad_proportion=0.0726, over 19668.63 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2945, pruned_loss=0.06454, over 2466342.54 frames. utt_duration=1257 frames, utt_pad_proportion=0.05673, over 7860.62 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3135, pruned_loss=0.07849, over 2474414.13 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07385, over 21450.63 utterances.], batch size: 161, lr: 3.38e-04
2022-08-27 17:44:28,947 INFO [train.py:927] (4/8) Epoch 11, batch 14700, libri_loss[loss=0.242, simple_loss=0.3155, pruned_loss=0.08427, over 12418.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.1391, over 66.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3121, pruned_loss=0.07811, over 2473886.67 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06784, over 19351.38 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2946, pruned_loss=0.06478, over 2466701.85 frames. utt_duration=1250 frames, utt_pad_proportion=0.05674, over 7900.97 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07948, over 2474414.98 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0694, over 21182.01 utterances.], batch size: 66, lr: 3.38e-04
2022-08-27 17:46:10,402 INFO [train.py:927] (4/8) Epoch 11, batch 14750, giga_loss[loss=0.1931, simple_loss=0.2699, pruned_loss=0.05814, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04637, over 34.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3118, pruned_loss=0.07877, over 2473212.81 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06515, over 18540.33 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06495, over 2466440.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.05939, over 7921.76 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3148, pruned_loss=0.08028, over 2474128.77 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06585, over 20463.80 utterances.], batch size: 34, lr: 3.38e-04
2022-08-27 17:47:56,679 INFO [train.py:927] (4/8) Epoch 11, batch 14800, giga_loss[loss=0.2289, simple_loss=0.3073, pruned_loss=0.07527, over 12342.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03246, over 85.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.313, pruned_loss=0.07971, over 2473090.32 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06973, over 19865.72 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2945, pruned_loss=0.06498, over 2466329.50 frames. utt_duration=1249 frames, utt_pad_proportion=0.05834, over 7907.76 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3157, pruned_loss=0.08123, over 2474063.63 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07031, over 21671.70 utterances.], batch size: 85, lr: 3.38e-04
2022-08-27 17:49:41,923 INFO [train.py:927] (4/8) Epoch 11, batch 14850, giga_loss[loss=0.2086, simple_loss=0.2906, pruned_loss=0.06326, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.0776, over 2473835.66 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06639, over 19446.51 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2944, pruned_loss=0.065, over 2466462.67 frames. utt_duration=1252 frames, utt_pad_proportion=0.05771, over 7892.19 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3147, pruned_loss=0.07898, over 2474567.15 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06736, over 21044.68 utterances.], batch size: 146, lr: 3.38e-04
2022-08-27 17:51:30,462 INFO [train.py:927] (4/8) Epoch 11, batch 14900, giga_loss[loss=0.2045, simple_loss=0.2845, pruned_loss=0.06219, over 12436.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02928, over 80.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3105, pruned_loss=0.07696, over 2474370.99 frames. utt_duration=507 frames, utt_pad_proportion=0.06728, over 19578.93 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2947, pruned_loss=0.06516, over 2466624.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.05885, over 7943.14 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07802, over 2474868.99 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06767, over 20887.75 utterances.], batch size: 80, lr: 3.38e-04
2022-08-27 17:53:15,521 INFO [train.py:927] (4/8) Epoch 11, batch 14950, giga_loss[loss=0.2106, simple_loss=0.2984, pruned_loss=0.06146, over 12335.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3118, pruned_loss=0.07807, over 2474705.04 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06814, over 19822.01 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2948, pruned_loss=0.06539, over 2466939.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.05757, over 7906.30 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3136, pruned_loss=0.07905, over 2475031.41 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06894, over 21225.80 utterances.], batch size: 58, lr: 3.38e-04
2022-08-27 17:55:03,200 INFO [train.py:927] (4/8) Epoch 11, batch 15000, giga_loss[loss=0.2359, simple_loss=0.3225, pruned_loss=0.07468, over 12379.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3148, pruned_loss=0.07777, over 2475219.50 frames. utt_duration=496 frames, utt_pad_proportion=0.06632, over 20021.71 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2949, pruned_loss=0.06553, over 2467101.62 frames. utt_duration=1247 frames, utt_pad_proportion=0.0577, over 7923.90 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3165, pruned_loss=0.07867, over 2475476.33 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06712, over 21340.20 utterances.], batch size: 58, lr: 3.38e-04
2022-08-27 17:55:03,202 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 17:55:16,635 INFO [train.py:967] (4/8) 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 17:56:59,792 INFO [train.py:927] (4/8) Epoch 11, batch 15050, giga_loss[loss=0.2506, simple_loss=0.3219, pruned_loss=0.08962, over 12371.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02756, over 48.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3155, pruned_loss=0.07813, over 2474112.15 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06636, over 19280.01 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2952, pruned_loss=0.0658, over 2467125.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.0566, over 7919.61 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3172, pruned_loss=0.07897, over 2474520.82 frames. utt_duration=479 frames, utt_pad_proportion=0.06759, over 20726.99 utterances.], batch size: 48, lr: 3.38e-04
2022-08-27 17:58:45,558 INFO [train.py:927] (4/8) Epoch 11, batch 15100, giga_loss[loss=0.2199, simple_loss=0.3012, pruned_loss=0.06926, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3159, pruned_loss=0.07915, over 2474195.69 frames. utt_duration=508.7 frames, utt_pad_proportion=0.0675, over 19511.37 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2953, pruned_loss=0.06594, over 2467283.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.05561, over 7907.63 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3177, pruned_loss=0.08, over 2474541.69 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06884, over 20944.82 utterances.], batch size: 91, lr: 3.38e-04
2022-08-27 18:00:30,820 INFO [train.py:927] (4/8) Epoch 11, batch 15150, giga_loss[loss=0.2358, simple_loss=0.2997, pruned_loss=0.08598, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3155, pruned_loss=0.08032, over 2474965.76 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07367, over 20571.71 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2953, pruned_loss=0.06588, over 2467084.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.05497, over 7892.09 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3173, pruned_loss=0.08124, over 2475497.92 frames. utt_duration=454 frames, utt_pad_proportion=0.07459, over 21879.76 utterances.], batch size: 51, lr: 3.38e-04
2022-08-27 18:02:14,736 INFO [train.py:927] (4/8) Epoch 11, batch 15200, giga_loss[loss=0.2337, simple_loss=0.2939, pruned_loss=0.08679, over 12339.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3157, pruned_loss=0.08115, over 2474760.46 frames. utt_duration=473 frames, utt_pad_proportion=0.07706, over 20992.94 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2957, pruned_loss=0.06591, over 2466974.91 frames. utt_duration=1255 frames, utt_pad_proportion=0.05415, over 7874.42 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.317, pruned_loss=0.08211, over 2475400.36 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07794, over 22267.22 utterances.], batch size: 371, lr: 3.38e-04
2022-08-27 18:04:02,220 INFO [train.py:927] (4/8) Epoch 11, batch 15250, giga_loss[loss=0.2185, simple_loss=0.2946, pruned_loss=0.07124, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03714, over 37.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3143, pruned_loss=0.08043, over 2475232.72 frames. utt_duration=485.7 frames, utt_pad_proportion=0.0715, over 20446.11 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2958, pruned_loss=0.06602, over 2466994.91 frames. utt_duration=1257 frames, utt_pad_proportion=0.05357, over 7860.34 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.0813, over 2475841.92 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07277, over 21630.58 utterances.], batch size: 37, lr: 3.38e-04
2022-08-27 18:05:46,904 INFO [train.py:927] (4/8) Epoch 11, batch 15300, giga_loss[loss=0.2385, simple_loss=0.3184, pruned_loss=0.07926, over 12312.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02792, over 79.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3142, pruned_loss=0.08045, over 2474773.05 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07145, over 20357.61 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2959, pruned_loss=0.0661, over 2466999.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05296, over 7856.48 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3153, pruned_loss=0.08126, over 2475343.76 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07277, over 21472.88 utterances.], batch size: 79, lr: 3.38e-04
2022-08-27 18:07:30,819 INFO [train.py:927] (4/8) Epoch 11, batch 15350, giga_loss[loss=0.2314, simple_loss=0.3077, pruned_loss=0.07759, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3161, pruned_loss=0.08148, over 2474530.86 frames. utt_duration=469 frames, utt_pad_proportion=0.07293, over 21170.39 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2957, pruned_loss=0.06608, over 2466770.83 frames. utt_duration=1251 frames, utt_pad_proportion=0.05615, over 7895.53 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3177, pruned_loss=0.08255, over 2475399.49 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07311, over 22389.47 utterances.], batch size: 97, lr: 3.38e-04
2022-08-27 18:09:11,007 INFO [train.py:927] (4/8) Epoch 11, batch 15400, giga_loss[loss=0.2286, simple_loss=0.3192, pruned_loss=0.06903, over 12465.00 frames. utt_duration=908 frames, utt_pad_proportion=0.0299, over 55.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3156, pruned_loss=0.08111, over 2474706.56 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07267, over 20451.56 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2955, pruned_loss=0.06607, over 2467001.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05425, over 7855.09 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08275, over 2475611.12 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07372, over 22132.82 utterances.], batch size: 55, lr: 3.38e-04
2022-08-27 18:10:52,068 INFO [train.py:927] (4/8) Epoch 11, batch 15450, giga_loss[loss=0.247, simple_loss=0.3319, pruned_loss=0.081, over 12435.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03733, over 43.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3165, pruned_loss=0.08029, over 2474644.99 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07623, over 20255.84 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2953, pruned_loss=0.06612, over 2467104.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.05862, over 7925.28 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3192, pruned_loss=0.08195, over 2475460.05 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07574, over 21878.72 utterances.], batch size: 43, lr: 3.37e-04
2022-08-27 18:12:33,798 INFO [train.py:927] (4/8) Epoch 11, batch 15500, giga_loss[loss=0.3608, simple_loss=0.3964, pruned_loss=0.1626, over 12381.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3183, pruned_loss=0.08127, over 2474488.79 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07539, over 20228.01 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2952, pruned_loss=0.06611, over 2467198.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.0575, over 7910.48 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3212, pruned_loss=0.08302, over 2475273.68 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0756, over 21884.06 utterances.], batch size: 258, lr: 3.37e-04
2022-08-27 18:14:18,510 INFO [train.py:927] (4/8) Epoch 11, batch 15550, giga_loss[loss=0.215, simple_loss=0.2911, pruned_loss=0.06947, over 12271.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02816, over 42.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3189, pruned_loss=0.08229, over 2474160.54 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07395, over 20459.69 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.295, pruned_loss=0.06604, over 2467250.76 frames. utt_duration=1251 frames, utt_pad_proportion=0.05683, over 7895.91 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3217, pruned_loss=0.08394, over 2474810.03 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07447, over 21943.16 utterances.], batch size: 42, lr: 3.37e-04
2022-08-27 18:15:58,457 INFO [train.py:927] (4/8) Epoch 11, batch 15600, giga_loss[loss=0.2384, simple_loss=0.3137, pruned_loss=0.08157, over 12360.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06616, over 183.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3183, pruned_loss=0.0811, over 2473530.13 frames. utt_duration=491 frames, utt_pad_proportion=0.07132, over 20211.25 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2952, pruned_loss=0.06628, over 2467187.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.05562, over 7877.13 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.321, pruned_loss=0.08263, over 2474287.33 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07241, over 21754.33 utterances.], batch size: 183, lr: 3.37e-04
2022-08-27 18:17:45,107 INFO [train.py:927] (4/8) Epoch 11, batch 15650, libri_loss[loss=0.1672, simple_loss=0.248, pruned_loss=0.04319, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01113, over 28.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3177, pruned_loss=0.07935, over 2473684.13 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06901, over 19864.80 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2946, pruned_loss=0.06601, over 2466898.85 frames. utt_duration=1263 frames, utt_pad_proportion=0.05444, over 7823.09 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3212, pruned_loss=0.08127, over 2474766.04 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07054, over 21534.36 utterances.], batch size: 28, lr: 3.37e-04
2022-08-27 18:19:28,003 INFO [train.py:927] (4/8) Epoch 11, batch 15700, giga_loss[loss=0.2359, simple_loss=0.315, pruned_loss=0.07838, over 12378.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07033, over 211.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3194, pruned_loss=0.0805, over 2474576.90 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06867, over 20410.94 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2946, pruned_loss=0.06604, over 2466989.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05438, over 7830.80 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3223, pruned_loss=0.08209, over 2475408.43 frames. utt_duration=455.3 frames, utt_pad_proportion=0.06995, over 21818.45 utterances.], batch size: 211, lr: 3.37e-04
2022-08-27 18:21:11,646 INFO [train.py:927] (4/8) Epoch 11, batch 15750, giga_loss[loss=0.2261, simple_loss=0.3093, pruned_loss=0.07142, over 12346.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03382, over 62.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3172, pruned_loss=0.08001, over 2474828.03 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06441, over 19946.84 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2939, pruned_loss=0.06571, over 2467224.51 frames. utt_duration=1267 frames, utt_pad_proportion=0.05357, over 7795.47 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3206, pruned_loss=0.08188, over 2475434.58 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06606, over 21367.51 utterances.], batch size: 62, lr: 3.37e-04
2022-08-27 18:22:54,260 INFO [train.py:927] (4/8) Epoch 11, batch 15800, giga_loss[loss=0.2082, simple_loss=0.288, pruned_loss=0.06425, over 12355.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03321, over 62.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3144, pruned_loss=0.07849, over 2475091.48 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06011, over 18930.53 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2943, pruned_loss=0.06592, over 2467482.16 frames. utt_duration=1271 frames, utt_pad_proportion=0.05254, over 7776.70 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3173, pruned_loss=0.08011, over 2475533.29 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06218, over 20336.93 utterances.], batch size: 62, lr: 3.37e-04
2022-08-27 18:24:32,569 INFO [train.py:927] (4/8) Epoch 11, batch 15850, libri_loss[loss=0.1876, simple_loss=0.2608, pruned_loss=0.0572, over 12224.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.04304, over 27.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.313, pruned_loss=0.07778, over 2474588.59 frames. utt_duration=533.8 frames, utt_pad_proportion=0.05949, over 18595.68 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2946, pruned_loss=0.06606, over 2467510.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05244, over 7785.84 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3157, pruned_loss=0.07929, over 2475123.60 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06137, over 20024.95 utterances.], batch size: 27, lr: 3.37e-04
2022-08-27 18:26:12,367 INFO [train.py:927] (4/8) Epoch 11, batch 15900, giga_loss[loss=0.3033, simple_loss=0.3566, pruned_loss=0.125, over 12378.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3116, pruned_loss=0.076, over 2474803.30 frames. utt_duration=489 frames, utt_pad_proportion=0.06713, over 20303.93 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2951, pruned_loss=0.06628, over 2467396.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05204, over 7779.01 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3134, pruned_loss=0.07708, over 2475383.35 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06826, over 21542.37 utterances.], batch size: 258, lr: 3.37e-04
2022-08-27 18:27:58,581 INFO [train.py:927] (4/8) Epoch 11, batch 15950, giga_loss[loss=0.2811, simple_loss=0.3428, pruned_loss=0.1096, over 12373.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06738, over 211.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.31, pruned_loss=0.07565, over 2474849.49 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06953, over 20436.85 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2951, pruned_loss=0.06627, over 2467672.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05118, over 7776.74 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3118, pruned_loss=0.07676, over 2475260.40 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07071, over 21772.54 utterances.], batch size: 211, lr: 3.37e-04
2022-08-27 18:29:42,100 INFO [train.py:927] (4/8) Epoch 11, batch 16000, giga_loss[loss=0.2026, simple_loss=0.2882, pruned_loss=0.05845, over 12123.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03809, over 30.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3087, pruned_loss=0.07571, over 2474146.48 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07631, over 20977.97 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2952, pruned_loss=0.06645, over 2467763.13 frames. utt_duration=1260 frames, utt_pad_proportion=0.05509, over 7843.28 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3104, pruned_loss=0.07668, over 2474579.53 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07582, over 22340.28 utterances.], batch size: 30, lr: 3.37e-04
2022-08-27 18:31:22,747 INFO [train.py:927] (4/8) Epoch 11, batch 16050, giga_loss[loss=0.2634, simple_loss=0.339, pruned_loss=0.09392, over 12384.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0698, over 211.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3109, pruned_loss=0.07675, over 2473667.82 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07993, over 21647.87 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2951, pruned_loss=0.06656, over 2467432.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05412, over 7810.44 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3126, pruned_loss=0.07765, over 2474464.65 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07979, over 23060.18 utterances.], batch size: 211, lr: 3.37e-04
2022-08-27 18:33:05,688 INFO [train.py:927] (4/8) Epoch 11, batch 16100, giga_loss[loss=0.2831, simple_loss=0.3382, pruned_loss=0.114, over 12360.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.216, over 375.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3115, pruned_loss=0.07761, over 2474226.64 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07855, over 21543.08 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2951, pruned_loss=0.06661, over 2467537.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.0533, over 7791.30 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3133, pruned_loss=0.07848, over 2474884.98 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07885, over 22924.04 utterances.], batch size: 375, lr: 3.37e-04
2022-08-27 18:34:58,562 INFO [train.py:927] (4/8) Epoch 11, batch 16150, libri_loss[loss=0.1951, simple_loss=0.2699, pruned_loss=0.06015, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006258, over 32.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3132, pruned_loss=0.0783, over 2474122.79 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07601, over 21096.15 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2959, pruned_loss=0.06661, over 2467809.36 frames. utt_duration=1272 frames, utt_pad_proportion=0.05193, over 7769.85 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.07938, over 2474615.55 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07707, over 22668.48 utterances.], batch size: 32, lr: 3.37e-04
2022-08-27 18:36:44,816 INFO [train.py:927] (4/8) Epoch 11, batch 16200, giga_loss[loss=0.3434, simple_loss=0.3821, pruned_loss=0.1523, over 12375.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1116, over 260.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.314, pruned_loss=0.07841, over 2474094.28 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07045, over 20161.36 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2957, pruned_loss=0.06668, over 2467823.01 frames. utt_duration=1272 frames, utt_pad_proportion=0.05183, over 7767.98 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3156, pruned_loss=0.07947, over 2474628.70 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07185, over 21711.87 utterances.], batch size: 260, lr: 3.37e-04
2022-08-27 18:38:35,557 INFO [train.py:927] (4/8) Epoch 11, batch 16250, giga_loss[loss=0.2202, simple_loss=0.3163, pruned_loss=0.06206, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3147, pruned_loss=0.07897, over 2474612.65 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07301, over 20563.70 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2954, pruned_loss=0.06676, over 2467915.04 frames. utt_duration=1275 frames, utt_pad_proportion=0.05126, over 7749.56 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3165, pruned_loss=0.07991, over 2475040.95 frames. utt_duration=452 frames, utt_pad_proportion=0.07424, over 21974.69 utterances.], batch size: 113, lr: 3.37e-04
2022-08-27 18:40:20,202 INFO [train.py:927] (4/8) Epoch 11, batch 16300, giga_loss[loss=0.2338, simple_loss=0.3123, pruned_loss=0.07766, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03527, over 105.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3145, pruned_loss=0.07876, over 2475442.40 frames. utt_duration=478.9 frames, utt_pad_proportion=0.0716, over 20740.17 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2952, pruned_loss=0.06671, over 2468001.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.05089, over 7765.86 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3167, pruned_loss=0.07988, over 2475895.89 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07299, over 22199.15 utterances.], batch size: 105, lr: 3.37e-04
2022-08-27 18:42:07,944 INFO [train.py:927] (4/8) Epoch 11, batch 16350, giga_loss[loss=0.2065, simple_loss=0.2924, pruned_loss=0.0603, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3148, pruned_loss=0.08001, over 2475259.88 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07488, over 21550.54 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2952, pruned_loss=0.06677, over 2468120.98 frames. utt_duration=1276 frames, utt_pad_proportion=0.04995, over 7744.00 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.317, pruned_loss=0.08112, over 2475687.43 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07617, over 23031.16 utterances.], batch size: 66, lr: 3.37e-04
2022-08-27 18:43:51,619 INFO [train.py:927] (4/8) Epoch 11, batch 16400, giga_loss[loss=0.2454, simple_loss=0.3282, pruned_loss=0.08136, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02887, over 70.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3141, pruned_loss=0.08043, over 2475188.13 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07383, over 21731.27 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2951, pruned_loss=0.06692, over 2467917.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05356, over 7800.88 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.0816, over 2475934.09 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07417, over 23299.72 utterances.], batch size: 70, lr: 3.37e-04
2022-08-27 18:45:38,399 INFO [train.py:927] (4/8) Epoch 11, batch 16450, giga_loss[loss=0.2433, simple_loss=0.3231, pruned_loss=0.08173, over 12410.00 frames. utt_duration=371.8 frames, utt_pad_proportion=0.04657, over 134.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3133, pruned_loss=0.08053, over 2473730.76 frames. utt_duration=457.2 frames, utt_pad_proportion=0.0775, over 21713.97 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2948, pruned_loss=0.06678, over 2468114.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05311, over 7779.94 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3157, pruned_loss=0.08176, over 2474237.63 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07781, over 23154.45 utterances.], batch size: 134, lr: 3.37e-04
2022-08-27 18:47:23,088 INFO [train.py:927] (4/8) Epoch 11, batch 16500, giga_loss[loss=0.2471, simple_loss=0.3229, pruned_loss=0.08565, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.0507, over 161.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3146, pruned_loss=0.08085, over 2473744.92 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07642, over 21436.77 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2951, pruned_loss=0.06679, over 2468276.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.05703, over 7838.28 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3166, pruned_loss=0.08213, over 2474132.20 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07574, over 22842.56 utterances.], batch size: 161, lr: 3.37e-04
2022-08-27 18:49:08,065 INFO [train.py:927] (4/8) Epoch 11, batch 16550, giga_loss[loss=0.2534, simple_loss=0.3265, pruned_loss=0.09014, over 12382.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06458, over 183.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3145, pruned_loss=0.08116, over 2473164.23 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07933, over 21326.59 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.295, pruned_loss=0.06685, over 2467736.76 frames. utt_duration=1254 frames, utt_pad_proportion=0.06076, over 7882.30 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3168, pruned_loss=0.08251, over 2474089.32 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07766, over 22767.33 utterances.], batch size: 183, lr: 3.37e-04
2022-08-27 18:50:52,451 INFO [train.py:927] (4/8) Epoch 11, batch 16600, giga_loss[loss=0.2455, simple_loss=0.3153, pruned_loss=0.08784, over 12312.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03542, over 51.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3148, pruned_loss=0.08177, over 2473529.90 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08149, over 21760.64 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2952, pruned_loss=0.06715, over 2467720.22 frames. utt_duration=1251 frames, utt_pad_proportion=0.06061, over 7899.31 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3168, pruned_loss=0.08284, over 2474396.61 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08026, over 23141.56 utterances.], batch size: 51, lr: 3.37e-04
2022-08-27 18:52:38,421 INFO [train.py:927] (4/8) Epoch 11, batch 16650, giga_loss[loss=0.2168, simple_loss=0.3048, pruned_loss=0.06444, over 12407.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02421, over 48.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3149, pruned_loss=0.08107, over 2474205.44 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07419, over 20580.47 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2948, pruned_loss=0.06696, over 2467662.84 frames. utt_duration=1257 frames, utt_pad_proportion=0.05928, over 7859.78 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3174, pruned_loss=0.08249, over 2475101.29 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07416, over 22085.67 utterances.], batch size: 48, lr: 3.37e-04
2022-08-27 18:54:20,712 INFO [train.py:927] (4/8) Epoch 11, batch 16700, libri_loss[loss=0.2166, simple_loss=0.2851, pruned_loss=0.07408, over 12125.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00557, over 32.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3159, pruned_loss=0.08197, over 2473432.22 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06943, over 19998.22 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2946, pruned_loss=0.06702, over 2467313.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.0575, over 7817.15 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.08362, over 2474708.05 frames. utt_duration=457 frames, utt_pad_proportion=0.07045, over 21727.88 utterances.], batch size: 32, lr: 3.37e-04
2022-08-27 18:56:01,977 INFO [train.py:927] (4/8) Epoch 11, batch 16750, giga_loss[loss=0.2534, simple_loss=0.3318, pruned_loss=0.08754, over 12385.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06495, over 183.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3153, pruned_loss=0.0819, over 2473736.18 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07241, over 20160.52 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2942, pruned_loss=0.06691, over 2467316.77 frames. utt_duration=1270 frames, utt_pad_proportion=0.05606, over 7781.63 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.319, pruned_loss=0.08403, over 2475071.70 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07368, over 22167.07 utterances.], batch size: 183, lr: 3.37e-04
2022-08-27 18:57:46,028 INFO [train.py:927] (4/8) Epoch 11, batch 16800, giga_loss[loss=0.275, simple_loss=0.3268, pruned_loss=0.1116, over 12346.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2091, over 371.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3159, pruned_loss=0.08161, over 2474624.56 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07447, over 20698.82 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2937, pruned_loss=0.06668, over 2467470.79 frames. utt_duration=1272 frames, utt_pad_proportion=0.05532, over 7769.45 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3201, pruned_loss=0.084, over 2475786.01 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07567, over 22726.19 utterances.], batch size: 371, lr: 3.37e-04
2022-08-27 18:59:29,361 INFO [train.py:927] (4/8) Epoch 11, batch 16850, giga_loss[loss=0.2618, simple_loss=0.3304, pruned_loss=0.09661, over 12454.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03396, over 86.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3147, pruned_loss=0.08081, over 2474712.88 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07093, over 20152.70 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2937, pruned_loss=0.06669, over 2467291.67 frames. utt_duration=1275 frames, utt_pad_proportion=0.05431, over 7751.35 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3185, pruned_loss=0.08303, over 2475937.44 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07265, over 22059.64 utterances.], batch size: 86, lr: 3.37e-04
2022-08-27 19:01:13,303 INFO [train.py:927] (4/8) Epoch 11, batch 16900, giga_loss[loss=0.2081, simple_loss=0.2943, pruned_loss=0.06091, over 12264.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03709, over 28.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3162, pruned_loss=0.08142, over 2474515.82 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07159, over 20657.80 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2938, pruned_loss=0.06648, over 2467578.13 frames. utt_duration=1279 frames, utt_pad_proportion=0.05326, over 7727.81 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3197, pruned_loss=0.08371, over 2475393.62 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07332, over 22484.96 utterances.], batch size: 28, lr: 3.37e-04
2022-08-27 19:02:57,790 INFO [train.py:927] (4/8) Epoch 11, batch 16950, libri_loss[loss=0.259, simple_loss=0.3231, pruned_loss=0.09744, over 12388.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.1461, over 66.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3162, pruned_loss=0.08204, over 2474903.74 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07281, over 20711.60 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2939, pruned_loss=0.06663, over 2467484.52 frames. utt_duration=1278 frames, utt_pad_proportion=0.05278, over 7734.08 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3198, pruned_loss=0.08432, over 2475959.67 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07448, over 22663.61 utterances.], batch size: 66, lr: 3.37e-04
2022-08-27 19:04:42,216 INFO [train.py:927] (4/8) Epoch 11, batch 17000, giga_loss[loss=0.2454, simple_loss=0.321, pruned_loss=0.08486, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03494, over 122.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3183, pruned_loss=0.08442, over 2474978.48 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07761, over 21676.07 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2939, pruned_loss=0.06671, over 2467884.88 frames. utt_duration=1276 frames, utt_pad_proportion=0.05209, over 7745.61 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3216, pruned_loss=0.08653, over 2475639.30 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07889, over 23511.76 utterances.], batch size: 122, lr: 3.37e-04
2022-08-27 19:06:28,252 INFO [train.py:927] (4/8) Epoch 11, batch 17050, giga_loss[loss=0.2566, simple_loss=0.328, pruned_loss=0.09257, over 12454.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03047, over 80.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3186, pruned_loss=0.08474, over 2474732.09 frames. utt_duration=446.5 frames, utt_pad_proportion=0.0812, over 22244.62 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06689, over 2467910.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05185, over 7745.98 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3221, pruned_loss=0.08677, over 2475428.71 frames. utt_duration=412.2 frames, utt_pad_proportion=0.0823, over 24108.34 utterances.], batch size: 80, lr: 3.37e-04
2022-08-27 19:08:07,067 INFO [train.py:927] (4/8) Epoch 11, batch 17100, giga_loss[loss=0.1733, simple_loss=0.2639, pruned_loss=0.04137, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04555, over 26.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3184, pruned_loss=0.08369, over 2475584.86 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07902, over 22147.69 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2942, pruned_loss=0.06694, over 2468182.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05252, over 7784.27 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3216, pruned_loss=0.08582, over 2476141.23 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08021, over 24080.24 utterances.], batch size: 26, lr: 3.36e-04
2022-08-27 19:09:48,533 INFO [train.py:927] (4/8) Epoch 11, batch 17150, libri_loss[loss=0.2347, simple_loss=0.3073, pruned_loss=0.0811, over 12299.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007297, over 36.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3163, pruned_loss=0.08212, over 2475489.57 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07627, over 21199.34 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2941, pruned_loss=0.0669, over 2468192.57 frames. utt_duration=1273 frames, utt_pad_proportion=0.05152, over 7761.88 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.0842, over 2476085.03 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07794, over 23073.83 utterances.], batch size: 36, lr: 3.36e-04
2022-08-27 19:11:30,473 INFO [train.py:927] (4/8) Epoch 11, batch 17200, giga_loss[loss=0.2238, simple_loss=0.304, pruned_loss=0.0718, over 12398.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05369, over 162.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3144, pruned_loss=0.08116, over 2475783.05 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07679, over 21432.06 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2942, pruned_loss=0.067, over 2468115.62 frames. utt_duration=1275 frames, utt_pad_proportion=0.05091, over 7750.52 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3171, pruned_loss=0.08291, over 2476409.17 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07833, over 23090.38 utterances.], batch size: 162, lr: 3.36e-04
2022-08-27 19:13:14,463 INFO [train.py:927] (4/8) Epoch 11, batch 17250, giga_loss[loss=0.2101, simple_loss=0.2924, pruned_loss=0.06392, over 12443.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3131, pruned_loss=0.08151, over 2475320.09 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08037, over 21390.63 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2945, pruned_loss=0.0674, over 2468394.21 frames. utt_duration=1254 frames, utt_pad_proportion=0.05894, over 7885.36 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3155, pruned_loss=0.08294, over 2475787.66 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07936, over 22965.72 utterances.], batch size: 75, lr: 3.36e-04
2022-08-27 19:14:58,466 INFO [train.py:927] (4/8) Epoch 11, batch 17300, giga_loss[loss=0.2272, simple_loss=0.3123, pruned_loss=0.0711, over 12397.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3123, pruned_loss=0.08066, over 2475881.72 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08043, over 21239.86 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2953, pruned_loss=0.06791, over 2468688.96 frames. utt_duration=1245 frames, utt_pad_proportion=0.05968, over 7940.63 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3139, pruned_loss=0.08165, over 2476151.86 frames. utt_duration=437 frames, utt_pad_proportion=0.0796, over 22744.60 utterances.], batch size: 182, lr: 3.36e-04
2022-08-27 19:16:42,346 INFO [train.py:927] (4/8) Epoch 11, batch 17350, giga_loss[loss=0.2008, simple_loss=0.2962, pruned_loss=0.05266, over 12402.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03912, over 105.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3108, pruned_loss=0.07727, over 2476315.42 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07638, over 21167.58 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2951, pruned_loss=0.06777, over 2468712.51 frames. utt_duration=1249 frames, utt_pad_proportion=0.05878, over 7914.46 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3127, pruned_loss=0.07848, over 2476703.59 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07639, over 22727.94 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 19:18:24,611 INFO [train.py:927] (4/8) Epoch 11, batch 17400, giga_loss[loss=0.2075, simple_loss=0.3003, pruned_loss=0.05733, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03651, over 105.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3082, pruned_loss=0.07418, over 2476011.90 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07846, over 22742.56 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2948, pruned_loss=0.06771, over 2468213.31 frames. utt_duration=1253 frames, utt_pad_proportion=0.0583, over 7887.89 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3101, pruned_loss=0.07529, over 2476868.48 frames. utt_duration=411 frames, utt_pad_proportion=0.07858, over 24192.62 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 19:20:04,480 INFO [train.py:927] (4/8) Epoch 11, batch 17450, giga_loss[loss=0.2161, simple_loss=0.303, pruned_loss=0.06458, over 12300.00 frames. utt_duration=912.6 frames, utt_pad_proportion=0.02495, over 54.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3065, pruned_loss=0.0706, over 2476059.92 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07652, over 22931.51 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2952, pruned_loss=0.06795, over 2468227.34 frames. utt_duration=1253 frames, utt_pad_proportion=0.05774, over 7891.50 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3079, pruned_loss=0.07134, over 2476836.12 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07697, over 24274.61 utterances.], batch size: 54, lr: 3.36e-04
2022-08-27 19:21:47,570 INFO [train.py:927] (4/8) Epoch 11, batch 17500, giga_loss[loss=0.2018, simple_loss=0.2917, pruned_loss=0.0559, over 12446.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03535, over 98.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3059, pruned_loss=0.06952, over 2475826.36 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07578, over 23196.85 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2957, pruned_loss=0.06831, over 2468516.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.06264, over 7983.88 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3067, pruned_loss=0.06984, over 2476327.48 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07497, over 24434.74 utterances.], batch size: 98, lr: 3.36e-04
2022-08-27 19:23:27,648 INFO [train.py:927] (4/8) Epoch 11, batch 17550, giga_loss[loss=0.2094, simple_loss=0.2919, pruned_loss=0.06348, over 12390.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05859, over 182.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3031, pruned_loss=0.0675, over 2475765.09 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0773, over 24013.95 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.296, pruned_loss=0.06856, over 2468451.23 frames. utt_duration=1227 frames, utt_pad_proportion=0.06627, over 8056.35 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3036, pruned_loss=0.06754, over 2476324.03 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07573, over 25146.75 utterances.], batch size: 182, lr: 3.36e-04
2022-08-27 19:25:10,973 INFO [train.py:927] (4/8) Epoch 11, batch 17600, giga_loss[loss=0.1805, simple_loss=0.2774, pruned_loss=0.04183, over 12398.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.03003, over 62.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3014, pruned_loss=0.06559, over 2475611.70 frames. utt_duration=411.2 frames, utt_pad_proportion=0.07727, over 24167.33 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2959, pruned_loss=0.06844, over 2468398.46 frames. utt_duration=1230 frames, utt_pad_proportion=0.0658, over 8037.84 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3019, pruned_loss=0.06571, over 2476168.61 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07619, over 25216.62 utterances.], batch size: 62, lr: 3.36e-04
2022-08-27 19:26:50,300 INFO [train.py:927] (4/8) Epoch 11, batch 17650, giga_loss[loss=0.2187, simple_loss=0.3028, pruned_loss=0.06726, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03034, over 97.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2992, pruned_loss=0.06369, over 2475939.54 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07292, over 23616.58 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2958, pruned_loss=0.06843, over 2468318.04 frames. utt_duration=1235 frames, utt_pad_proportion=0.06432, over 8005.09 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2998, pruned_loss=0.06368, over 2476664.45 frames. utt_duration=399 frames, utt_pad_proportion=0.07271, over 24919.64 utterances.], batch size: 97, lr: 3.36e-04
2022-08-27 19:28:34,209 INFO [train.py:927] (4/8) Epoch 11, batch 17700, giga_loss[loss=0.2059, simple_loss=0.2858, pruned_loss=0.06306, over 12456.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03415, over 98.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2962, pruned_loss=0.0623, over 2475776.22 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07117, over 23865.21 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.296, pruned_loss=0.06876, over 2468018.39 frames. utt_duration=1237 frames, utt_pad_proportion=0.06312, over 7992.13 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2966, pruned_loss=0.06187, over 2476802.29 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07147, over 25316.57 utterances.], batch size: 98, lr: 3.36e-04
2022-08-27 19:30:19,880 INFO [train.py:927] (4/8) Epoch 11, batch 17750, giga_loss[loss=0.2094, simple_loss=0.2953, pruned_loss=0.0617, over 12427.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03817, over 133.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2945, pruned_loss=0.06161, over 2475487.18 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07336, over 23894.20 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2959, pruned_loss=0.06873, over 2467815.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.06196, over 7971.49 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2949, pruned_loss=0.06112, over 2476703.43 frames. utt_duration=389.7 frames, utt_pad_proportion=0.07391, over 25514.21 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:32:14,943 INFO [train.py:927] (4/8) Epoch 11, batch 17800, giga_loss[loss=0.2023, simple_loss=0.2994, pruned_loss=0.05261, over 12409.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2966, pruned_loss=0.06201, over 2475442.40 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07535, over 24856.35 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2959, pruned_loss=0.06865, over 2467656.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.0606, over 7950.99 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.297, pruned_loss=0.06147, over 2476808.87 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07614, over 26711.84 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:34:18,079 INFO [train.py:927] (4/8) Epoch 11, batch 17850, giga_loss[loss=0.1812, simple_loss=0.2735, pruned_loss=0.04448, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2967, pruned_loss=0.06182, over 2475835.21 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07089, over 24533.44 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2964, pruned_loss=0.06906, over 2467792.10 frames. utt_duration=1233 frames, utt_pad_proportion=0.06351, over 8015.24 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.06082, over 2477085.79 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07124, over 26498.73 utterances.], batch size: 66, lr: 3.36e-04
2022-08-27 19:36:13,754 INFO [train.py:927] (4/8) Epoch 11, batch 17900, giga_loss[loss=0.2071, simple_loss=0.3022, pruned_loss=0.05599, over 12354.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03135, over 104.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.06033, over 2475822.46 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07211, over 24914.60 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2962, pruned_loss=0.06899, over 2467656.76 frames. utt_duration=1242 frames, utt_pad_proportion=0.06169, over 7957.57 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2951, pruned_loss=0.05932, over 2477236.78 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07279, over 27109.14 utterances.], batch size: 104, lr: 3.36e-04
2022-08-27 19:38:21,369 INFO [train.py:927] (4/8) Epoch 11, batch 17950, giga_loss[loss=0.2248, simple_loss=0.307, pruned_loss=0.07131, over 12373.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02677, over 91.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2923, pruned_loss=0.05904, over 2475795.33 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06864, over 24139.77 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.296, pruned_loss=0.0689, over 2467756.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.0605, over 7940.14 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.05803, over 2477124.87 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0699, over 26450.36 utterances.], batch size: 91, lr: 3.36e-04
2022-08-27 19:40:15,349 INFO [train.py:927] (4/8) Epoch 11, batch 18000, giga_loss[loss=0.2165, simple_loss=0.3078, pruned_loss=0.06261, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02864, over 122.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2906, pruned_loss=0.05811, over 2476028.29 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07054, over 24856.69 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2956, pruned_loss=0.0687, over 2467431.31 frames. utt_duration=1249 frames, utt_pad_proportion=0.05972, over 7908.54 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.291, pruned_loss=0.05731, over 2477505.12 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07161, over 26997.82 utterances.], batch size: 122, lr: 3.36e-04
2022-08-27 19:40:15,350 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 19:40:29,123 INFO [train.py:967] (4/8) Epoch 11, validation: loss=0.1774, simple_loss=0.2875, pruned_loss=0.03365, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 19:42:34,970 INFO [train.py:927] (4/8) Epoch 11, batch 18050, giga_loss[loss=0.2171, simple_loss=0.3051, pruned_loss=0.06453, over 12372.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0427, over 133.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2928, pruned_loss=0.05842, over 2476902.98 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06911, over 24305.92 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2959, pruned_loss=0.06886, over 2467651.21 frames. utt_duration=1247 frames, utt_pad_proportion=0.05921, over 7922.43 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2927, pruned_loss=0.05733, over 2478131.30 frames. utt_duration=376 frames, utt_pad_proportion=0.07026, over 26453.77 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:44:41,496 INFO [train.py:927] (4/8) Epoch 11, batch 18100, giga_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.06173, over 12417.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03929, over 133.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2921, pruned_loss=0.05756, over 2477270.43 frames. utt_duration=417 frames, utt_pad_proportion=0.06612, over 23836.44 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2967, pruned_loss=0.06904, over 2467804.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05854, over 7926.56 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2912, pruned_loss=0.05639, over 2478225.67 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06747, over 25740.90 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:46:47,852 INFO [train.py:927] (4/8) Epoch 11, batch 18150, giga_loss[loss=0.1962, simple_loss=0.2829, pruned_loss=0.05477, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.0945, over 255.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2939, pruned_loss=0.05648, over 2477601.71 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06547, over 24308.20 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2967, pruned_loss=0.06904, over 2467804.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05854, over 7926.56 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2932, pruned_loss=0.05557, over 2478345.19 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06655, over 25790.47 utterances.], batch size: 255, lr: 3.36e-04
2022-08-27 19:48:52,876 INFO [train.py:927] (4/8) Epoch 11, batch 18200, giga_loss[loss=0.1925, simple_loss=0.2892, pruned_loss=0.04791, over 12357.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.02965, over 51.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2944, pruned_loss=0.05573, over 2478013.47 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06693, over 24893.28 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.297, pruned_loss=0.06919, over 2467884.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.05788, over 7917.70 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2936, pruned_loss=0.05474, over 2478655.54 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06787, over 26273.30 utterances.], batch size: 51, lr: 3.36e-04
2022-08-27 19:50:58,610 INFO [train.py:927] (4/8) Epoch 11, batch 18250, giga_loss[loss=0.1884, simple_loss=0.2832, pruned_loss=0.04682, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03836, over 113.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2947, pruned_loss=0.05697, over 2478131.28 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06952, over 25597.02 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2965, pruned_loss=0.06906, over 2467682.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.05686, over 7885.04 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2945, pruned_loss=0.05601, over 2479049.33 frames. utt_duration=367 frames, utt_pad_proportion=0.07043, over 27111.70 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 19:53:25,186 INFO [train.py:927] (4/8) Epoch 11, batch 18300, giga_loss[loss=0.218, simple_loss=0.3088, pruned_loss=0.06359, over 12418.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05793, over 182.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.295, pruned_loss=0.05821, over 2478198.98 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07125, over 24831.71 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2964, pruned_loss=0.0691, over 2467832.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.0612, over 7959.37 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2949, pruned_loss=0.05708, over 2479055.93 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07079, over 26445.40 utterances.], batch size: 182, lr: 3.36e-04
2022-08-27 19:55:31,229 INFO [train.py:927] (4/8) Epoch 11, batch 18350, giga_loss[loss=0.2056, simple_loss=0.2927, pruned_loss=0.05921, over 12384.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05555, over 181.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05719, over 2478417.53 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06829, over 24680.21 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2966, pruned_loss=0.06922, over 2467908.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.06012, over 7947.53 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2923, pruned_loss=0.05591, over 2479286.21 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06843, over 26361.71 utterances.], batch size: 181, lr: 3.36e-04
2022-08-27 19:57:37,612 INFO [train.py:927] (4/8) Epoch 11, batch 18400, giga_loss[loss=0.2131, simple_loss=0.3051, pruned_loss=0.06054, over 12418.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06971, over 212.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05677, over 2478395.91 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06739, over 24155.14 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2967, pruned_loss=0.06923, over 2467741.81 frames. utt_duration=1247 frames, utt_pad_proportion=0.05921, over 7927.70 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2909, pruned_loss=0.05553, over 2479420.07 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06784, over 25800.12 utterances.], batch size: 212, lr: 3.36e-04
2022-08-27 19:59:39,698 INFO [train.py:927] (4/8) Epoch 11, batch 18450, giga_loss[loss=0.2112, simple_loss=0.3026, pruned_loss=0.05987, over 12434.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.03999, over 114.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2909, pruned_loss=0.05727, over 2478801.57 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06643, over 23859.87 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2963, pruned_loss=0.06911, over 2468075.84 frames. utt_duration=1253 frames, utt_pad_proportion=0.05774, over 7890.69 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2908, pruned_loss=0.05602, over 2479649.88 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06735, over 25721.08 utterances.], batch size: 114, lr: 3.36e-04
2022-08-27 20:01:42,372 INFO [train.py:927] (4/8) Epoch 11, batch 18500, giga_loss[loss=0.23, simple_loss=0.3169, pruned_loss=0.07155, over 12440.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.03117, over 122.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2901, pruned_loss=0.05734, over 2478297.53 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06561, over 23130.35 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2959, pruned_loss=0.06899, over 2467752.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05674, over 7852.81 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05619, over 2479491.20 frames. utt_duration=398 frames, utt_pad_proportion=0.06675, over 24990.62 utterances.], batch size: 122, lr: 3.36e-04
2022-08-27 20:03:56,457 INFO [train.py:927] (4/8) Epoch 11, batch 18550, giga_loss[loss=0.1976, simple_loss=0.2927, pruned_loss=0.05126, over 12261.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03717, over 28.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2915, pruned_loss=0.05725, over 2478225.50 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06689, over 23507.73 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2959, pruned_loss=0.06903, over 2467607.61 frames. utt_duration=1258 frames, utt_pad_proportion=0.05659, over 7857.53 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2915, pruned_loss=0.05612, over 2479482.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06779, over 25241.31 utterances.], batch size: 28, lr: 3.36e-04
2022-08-27 20:06:09,458 INFO [train.py:927] (4/8) Epoch 11, batch 18600, giga_loss[loss=0.2083, simple_loss=0.2868, pruned_loss=0.06496, over 12383.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2896, pruned_loss=0.0567, over 2479051.83 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06685, over 23526.65 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.296, pruned_loss=0.06908, over 2467981.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05568, over 7849.44 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2895, pruned_loss=0.05554, over 2479914.69 frames. utt_duration=395 frames, utt_pad_proportion=0.06787, over 25190.05 utterances.], batch size: 161, lr: 3.36e-04
2022-08-27 20:08:05,928 INFO [train.py:927] (4/8) Epoch 11, batch 18650, giga_loss[loss=0.1892, simple_loss=0.2678, pruned_loss=0.0553, over 12369.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1913, over 363.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.286, pruned_loss=0.05589, over 2478684.01 frames. utt_duration=436 frames, utt_pad_proportion=0.06751, over 22803.53 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2969, pruned_loss=0.06983, over 2468225.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.05897, over 7938.12 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2847, pruned_loss=0.05375, over 2479584.01 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06742, over 24675.07 utterances.], batch size: 363, lr: 3.36e-04
2022-08-27 20:10:01,408 INFO [train.py:927] (4/8) Epoch 11, batch 18700, giga_loss[loss=0.1853, simple_loss=0.2778, pruned_loss=0.04637, over 12440.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0268, over 122.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2873, pruned_loss=0.05633, over 2478494.60 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06611, over 23037.19 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2971, pruned_loss=0.06986, over 2468298.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.0583, over 7931.07 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2859, pruned_loss=0.05444, over 2479262.33 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06637, over 24723.73 utterances.], batch size: 122, lr: 3.36e-04
2022-08-27 20:12:07,948 INFO [train.py:927] (4/8) Epoch 11, batch 18750, giga_loss[loss=0.2076, simple_loss=0.2877, pruned_loss=0.06379, over 12382.00 frames. utt_duration=472.8 frames, utt_pad_proportion=0.04107, over 105.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2861, pruned_loss=0.05534, over 2478310.18 frames. utt_duration=422 frames, utt_pad_proportion=0.06782, over 23557.87 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2972, pruned_loss=0.06996, over 2468266.93 frames. utt_duration=1248 frames, utt_pad_proportion=0.05744, over 7918.61 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2847, pruned_loss=0.05347, over 2479125.51 frames. utt_duration=394.9 frames, utt_pad_proportion=0.0682, over 25183.50 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 20:14:21,979 INFO [train.py:927] (4/8) Epoch 11, batch 18800, giga_loss[loss=0.2008, simple_loss=0.2906, pruned_loss=0.05546, over 12390.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06819, over 212.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2855, pruned_loss=0.05574, over 2477767.98 frames. utt_duration=405 frames, utt_pad_proportion=0.07157, over 24542.11 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2974, pruned_loss=0.07014, over 2468198.89 frames. utt_duration=1238 frames, utt_pad_proportion=0.06123, over 7986.90 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.284, pruned_loss=0.05387, over 2478621.99 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07059, over 25995.59 utterances.], batch size: 212, lr: 3.35e-04
2022-08-27 20:16:19,436 INFO [train.py:927] (4/8) Epoch 11, batch 18850, giga_loss[loss=0.1901, simple_loss=0.2763, pruned_loss=0.05199, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02973, over 45.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2857, pruned_loss=0.05612, over 2477686.90 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06869, over 24661.66 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2969, pruned_loss=0.06987, over 2468547.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.05966, over 7944.13 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2845, pruned_loss=0.05441, over 2478353.63 frames. utt_duration=376.8 frames, utt_pad_proportion=0.0686, over 26388.55 utterances.], batch size: 45, lr: 3.35e-04
2022-08-27 20:18:16,782 INFO [train.py:927] (4/8) Epoch 11, batch 18900, giga_loss[loss=0.175, simple_loss=0.2696, pruned_loss=0.04022, over 12411.00 frames. utt_duration=277 frames, utt_pad_proportion=0.04803, over 180.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2853, pruned_loss=0.05531, over 2477695.27 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06787, over 24718.59 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2972, pruned_loss=0.07001, over 2468567.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.05926, over 7956.85 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.284, pruned_loss=0.05367, over 2478314.62 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06799, over 26287.69 utterances.], batch size: 180, lr: 3.35e-04
2022-08-27 20:20:15,397 INFO [train.py:927] (4/8) Epoch 11, batch 18950, giga_loss[loss=0.1813, simple_loss=0.26, pruned_loss=0.05132, over 12381.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1855, over 361.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.287, pruned_loss=0.05498, over 2477531.79 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06908, over 25125.67 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2972, pruned_loss=0.06994, over 2468543.78 frames. utt_duration=1243 frames, utt_pad_proportion=0.05902, over 7953.07 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.286, pruned_loss=0.05369, over 2478076.44 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06918, over 26429.16 utterances.], batch size: 361, lr: 3.35e-04
2022-08-27 20:22:08,490 INFO [train.py:927] (4/8) Epoch 11, batch 19000, giga_loss[loss=0.1775, simple_loss=0.2647, pruned_loss=0.04512, over 12325.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03158, over 48.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05468, over 2476660.09 frames. utt_duration=415 frames, utt_pad_proportion=0.06551, over 23938.95 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2972, pruned_loss=0.06982, over 2468135.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.05757, over 7916.31 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05329, over 2477743.30 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06624, over 25543.53 utterances.], batch size: 48, lr: 3.35e-04
2022-08-27 20:24:11,037 INFO [train.py:927] (4/8) Epoch 11, batch 19050, giga_loss[loss=0.1846, simple_loss=0.2753, pruned_loss=0.04691, over 12363.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04706, over 146.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2856, pruned_loss=0.05371, over 2477082.33 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06144, over 23174.76 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2964, pruned_loss=0.06944, over 2468092.19 frames. utt_duration=1254 frames, utt_pad_proportion=0.05653, over 7884.72 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05247, over 2478259.59 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06264, over 24968.02 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 20:26:07,751 INFO [train.py:927] (4/8) Epoch 11, batch 19100, giga_loss[loss=0.1848, simple_loss=0.2721, pruned_loss=0.04878, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03484, over 105.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2845, pruned_loss=0.05345, over 2476452.77 frames. utt_duration=441.5 frames, utt_pad_proportion=0.05886, over 22497.19 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2959, pruned_loss=0.06922, over 2467844.70 frames. utt_duration=1258 frames, utt_pad_proportion=0.05508, over 7853.24 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05199, over 2478022.27 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06054, over 24591.60 utterances.], batch size: 105, lr: 3.35e-04
2022-08-27 20:28:15,627 INFO [train.py:927] (4/8) Epoch 11, batch 19150, libri_loss[loss=0.2166, simple_loss=0.2956, pruned_loss=0.06882, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006047, over 34.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.287, pruned_loss=0.0546, over 2476156.82 frames. utt_duration=440.2 frames, utt_pad_proportion=0.05701, over 22564.50 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2958, pruned_loss=0.06915, over 2467479.72 frames. utt_duration=1258 frames, utt_pad_proportion=0.05478, over 7852.89 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05315, over 2477935.35 frames. utt_duration=404.5 frames, utt_pad_proportion=0.05858, over 24576.27 utterances.], batch size: 34, lr: 3.35e-04
2022-08-27 20:30:10,785 INFO [train.py:927] (4/8) Epoch 11, batch 19200, giga_loss[loss=0.2106, simple_loss=0.3033, pruned_loss=0.05892, over 12414.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03979, over 133.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2886, pruned_loss=0.05577, over 2476288.23 frames. utt_duration=418.6 frames, utt_pad_proportion=0.0601, over 23729.80 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2953, pruned_loss=0.06876, over 2467497.98 frames. utt_duration=1264 frames, utt_pad_proportion=0.05386, over 7816.83 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2884, pruned_loss=0.05467, over 2477903.77 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06135, over 25707.02 utterances.], batch size: 133, lr: 3.35e-04
2022-08-27 20:32:12,457 INFO [train.py:927] (4/8) Epoch 11, batch 19250, giga_loss[loss=0.2219, simple_loss=0.3036, pruned_loss=0.07014, over 12420.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.06983, over 213.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2908, pruned_loss=0.05668, over 2476397.61 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06245, over 24323.24 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2953, pruned_loss=0.06855, over 2467231.65 frames. utt_duration=1268 frames, utt_pad_proportion=0.05264, over 7793.61 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2906, pruned_loss=0.05565, over 2478208.12 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06369, over 26386.36 utterances.], batch size: 213, lr: 3.35e-04
2022-08-27 20:34:31,200 INFO [train.py:927] (4/8) Epoch 11, batch 19300, giga_loss[loss=0.2067, simple_loss=0.287, pruned_loss=0.06319, over 12383.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02606, over 91.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2889, pruned_loss=0.05549, over 2476806.14 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06283, over 24615.08 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2953, pruned_loss=0.06855, over 2467231.65 frames. utt_duration=1268 frames, utt_pad_proportion=0.05264, over 7793.61 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2887, pruned_loss=0.05468, over 2478215.29 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06377, over 26220.83 utterances.], batch size: 91, lr: 3.35e-04
2022-08-27 20:36:32,173 INFO [train.py:927] (4/8) Epoch 11, batch 19350, giga_loss[loss=0.2385, simple_loss=0.3128, pruned_loss=0.08212, over 12416.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07031, over 213.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2886, pruned_loss=0.05552, over 2476759.25 frames. utt_duration=421.1 frames, utt_pad_proportion=0.05948, over 23592.11 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2953, pruned_loss=0.06854, over 2467552.25 frames. utt_duration=1267 frames, utt_pad_proportion=0.05228, over 7802.33 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2883, pruned_loss=0.05447, over 2477899.28 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06065, over 25404.87 utterances.], batch size: 213, lr: 3.35e-04
2022-08-27 20:38:37,896 INFO [train.py:927] (4/8) Epoch 11, batch 19400, giga_loss[loss=0.1964, simple_loss=0.2904, pruned_loss=0.05123, over 12390.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04472, over 146.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2869, pruned_loss=0.05508, over 2477365.96 frames. utt_duration=423 frames, utt_pad_proportion=0.05878, over 23493.74 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2954, pruned_loss=0.06855, over 2467370.69 frames. utt_duration=1267 frames, utt_pad_proportion=0.05188, over 7800.32 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2865, pruned_loss=0.05412, over 2478506.35 frames. utt_duration=396.8 frames, utt_pad_proportion=0.05987, over 25060.25 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 20:40:41,506 INFO [train.py:927] (4/8) Epoch 11, batch 19450, libri_loss[loss=0.1881, simple_loss=0.2725, pruned_loss=0.05191, over 12133.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005853, over 32.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2872, pruned_loss=0.05481, over 2477391.53 frames. utt_duration=418 frames, utt_pad_proportion=0.0608, over 23775.75 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2956, pruned_loss=0.06874, over 2467583.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.05091, over 7785.45 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2865, pruned_loss=0.05345, over 2478464.02 frames. utt_duration=389.2 frames, utt_pad_proportion=0.0619, over 25552.55 utterances.], batch size: 32, lr: 3.35e-04
2022-08-27 20:42:32,461 INFO [train.py:927] (4/8) Epoch 11, batch 19500, giga_loss[loss=0.1884, simple_loss=0.2739, pruned_loss=0.05145, over 12378.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1792, over 358.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2888, pruned_loss=0.05467, over 2477628.08 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06166, over 23683.22 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2951, pruned_loss=0.06832, over 2467508.88 frames. utt_duration=1272 frames, utt_pad_proportion=0.05004, over 7766.43 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2884, pruned_loss=0.05352, over 2478849.91 frames. utt_duration=388.5 frames, utt_pad_proportion=0.0628, over 25604.61 utterances.], batch size: 358, lr: 3.35e-04
2022-08-27 20:44:43,375 INFO [train.py:927] (4/8) Epoch 11, batch 19550, giga_loss[loss=0.1999, simple_loss=0.2933, pruned_loss=0.05329, over 12395.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0447, over 146.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2888, pruned_loss=0.05421, over 2477912.99 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06056, over 23581.13 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2946, pruned_loss=0.0681, over 2467639.60 frames. utt_duration=1277 frames, utt_pad_proportion=0.04932, over 7739.32 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2888, pruned_loss=0.05325, over 2478948.49 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06178, over 25400.02 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 20:46:55,060 INFO [train.py:927] (4/8) Epoch 11, batch 19600, giga_loss[loss=0.1824, simple_loss=0.2698, pruned_loss=0.0475, over 12369.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09562, over 255.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2888, pruned_loss=0.05401, over 2478016.75 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06268, over 23769.90 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2946, pruned_loss=0.06803, over 2467713.39 frames. utt_duration=1281 frames, utt_pad_proportion=0.0478, over 7717.34 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2886, pruned_loss=0.05279, over 2479111.21 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06398, over 25809.37 utterances.], batch size: 255, lr: 3.35e-04
2022-08-27 20:49:09,340 INFO [train.py:927] (4/8) Epoch 11, batch 19650, giga_loss[loss=0.234, simple_loss=0.3263, pruned_loss=0.07082, over 12436.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03825, over 133.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2909, pruned_loss=0.05494, over 2477875.07 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06281, over 23686.16 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2948, pruned_loss=0.06815, over 2467819.92 frames. utt_duration=1272 frames, utt_pad_proportion=0.05108, over 7767.30 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2904, pruned_loss=0.05345, over 2478984.13 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06321, over 25780.47 utterances.], batch size: 133, lr: 3.35e-04
2022-08-27 20:51:26,721 INFO [train.py:927] (4/8) Epoch 11, batch 19700, giga_loss[loss=0.1741, simple_loss=0.267, pruned_loss=0.04059, over 12452.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2919, pruned_loss=0.05496, over 2478482.05 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06203, over 23129.59 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2952, pruned_loss=0.06826, over 2468053.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.05433, over 7839.00 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.291, pruned_loss=0.05345, over 2479329.16 frames. utt_duration=398 frames, utt_pad_proportion=0.06151, over 24993.24 utterances.], batch size: 75, lr: 3.35e-04
2022-08-27 20:53:47,654 INFO [train.py:927] (4/8) Epoch 11, batch 19750, giga_loss[loss=0.1738, simple_loss=0.2804, pruned_loss=0.03358, over 12321.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2905, pruned_loss=0.05437, over 2478833.99 frames. utt_duration=437.1 frames, utt_pad_proportion=0.05989, over 22744.27 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2955, pruned_loss=0.06848, over 2467951.39 frames. utt_duration=1250 frames, utt_pad_proportion=0.05816, over 7908.65 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2896, pruned_loss=0.05288, over 2479662.53 frames. utt_duration=409.8 frames, utt_pad_proportion=0.05854, over 24275.20 utterances.], batch size: 70, lr: 3.35e-04
2022-08-27 20:55:48,249 INFO [train.py:927] (4/8) Epoch 11, batch 19800, giga_loss[loss=0.2161, simple_loss=0.3054, pruned_loss=0.06337, over 12299.00 frames. utt_duration=746.9 frames, utt_pad_proportion=0.02997, over 66.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2909, pruned_loss=0.05447, over 2478868.09 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06072, over 23401.59 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2955, pruned_loss=0.06848, over 2468037.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.05728, over 7888.63 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2901, pruned_loss=0.05302, over 2479664.31 frames. utt_duration=399.1 frames, utt_pad_proportion=0.05991, over 24924.12 utterances.], batch size: 66, lr: 3.35e-04
2022-08-27 20:57:44,862 INFO [train.py:927] (4/8) Epoch 11, batch 19850, giga_loss[loss=0.1859, simple_loss=0.2804, pruned_loss=0.0457, over 12346.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2927, pruned_loss=0.05529, over 2478296.32 frames. utt_duration=433.9 frames, utt_pad_proportion=0.05815, over 22907.44 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2956, pruned_loss=0.06854, over 2467788.41 frames. utt_duration=1255 frames, utt_pad_proportion=0.05638, over 7871.96 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2918, pruned_loss=0.05387, over 2479316.73 frames. utt_duration=407.7 frames, utt_pad_proportion=0.05791, over 24395.76 utterances.], batch size: 62, lr: 3.35e-04
2022-08-27 20:59:38,122 INFO [train.py:927] (4/8) Epoch 11, batch 19900, giga_loss[loss=0.1858, simple_loss=0.2791, pruned_loss=0.04623, over 12400.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0264, over 70.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2904, pruned_loss=0.05466, over 2478364.03 frames. utt_duration=433.1 frames, utt_pad_proportion=0.05874, over 22952.57 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2954, pruned_loss=0.06832, over 2467987.31 frames. utt_duration=1258 frames, utt_pad_proportion=0.05576, over 7854.00 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2899, pruned_loss=0.05355, over 2479136.03 frames. utt_duration=408.4 frames, utt_pad_proportion=0.05871, over 24351.88 utterances.], batch size: 70, lr: 3.35e-04
2022-08-27 21:01:29,050 INFO [train.py:927] (4/8) Epoch 11, batch 19950, libri_loss[loss=0.2061, simple_loss=0.282, pruned_loss=0.06508, over 12223.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006053, over 31.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2928, pruned_loss=0.05645, over 2477202.90 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06129, over 22677.27 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.295, pruned_loss=0.06809, over 2467992.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05455, over 7819.71 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2926, pruned_loss=0.05541, over 2478098.16 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06149, over 24236.60 utterances.], batch size: 31, lr: 3.35e-04
2022-08-27 21:03:12,294 INFO [train.py:927] (4/8) Epoch 11, batch 20000, giga_loss[loss=0.2035, simple_loss=0.2928, pruned_loss=0.05705, over 12438.00 frames. utt_duration=579.9 frames, utt_pad_proportion=0.03343, over 86.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2976, pruned_loss=0.05961, over 2476692.79 frames. utt_duration=440.4 frames, utt_pad_proportion=0.06468, over 22560.99 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2948, pruned_loss=0.06818, over 2468676.59 frames. utt_duration=1256 frames, utt_pad_proportion=0.05776, over 7869.85 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2977, pruned_loss=0.05833, over 2477114.85 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06381, over 24315.66 utterances.], batch size: 86, lr: 3.35e-04
2022-08-27 21:04:55,663 INFO [train.py:927] (4/8) Epoch 11, batch 20050, giga_loss[loss=0.1811, simple_loss=0.2631, pruned_loss=0.04956, over 12415.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.0337, over 80.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2954, pruned_loss=0.0589, over 2476022.28 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06142, over 21264.35 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2954, pruned_loss=0.06829, over 2468815.05 frames. utt_duration=1258 frames, utt_pad_proportion=0.05711, over 7858.90 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2949, pruned_loss=0.05765, over 2476324.73 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06113, over 22852.56 utterances.], batch size: 80, lr: 3.35e-04
2022-08-27 21:06:39,555 INFO [train.py:927] (4/8) Epoch 11, batch 20100, giga_loss[loss=0.186, simple_loss=0.2736, pruned_loss=0.0492, over 12326.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03482, over 51.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2892, pruned_loss=0.0572, over 2475823.06 frames. utt_duration=481.5 frames, utt_pad_proportion=0.05924, over 20623.06 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2953, pruned_loss=0.06829, over 2468737.21 frames. utt_duration=1258 frames, utt_pad_proportion=0.05642, over 7858.15 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2889, pruned_loss=0.05601, over 2476271.64 frames. utt_duration=447.9 frames, utt_pad_proportion=0.05939, over 22179.95 utterances.], batch size: 51, lr: 3.35e-04
2022-08-27 21:08:28,504 INFO [train.py:927] (4/8) Epoch 11, batch 20150, giga_loss[loss=0.1873, simple_loss=0.2771, pruned_loss=0.04882, over 12332.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03204, over 85.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2821, pruned_loss=0.05531, over 2475172.41 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06018, over 20629.68 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2953, pruned_loss=0.06829, over 2469058.49 frames. utt_duration=1257 frames, utt_pad_proportion=0.05604, over 7866.26 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2817, pruned_loss=0.05419, over 2475325.94 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06039, over 22027.22 utterances.], batch size: 85, lr: 3.35e-04
2022-08-27 21:10:10,120 INFO [train.py:927] (4/8) Epoch 11, batch 20200, giga_loss[loss=0.1712, simple_loss=0.2547, pruned_loss=0.0439, over 12361.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03639, over 80.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2771, pruned_loss=0.05363, over 2475410.40 frames. utt_duration=500.3 frames, utt_pad_proportion=0.05728, over 19844.85 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2951, pruned_loss=0.06821, over 2469246.11 frames. utt_duration=1256 frames, utt_pad_proportion=0.05585, over 7873.90 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2767, pruned_loss=0.05258, over 2475492.34 frames. utt_duration=469.3 frames, utt_pad_proportion=0.05769, over 21161.34 utterances.], batch size: 80, lr: 3.35e-04
2022-08-27 21:11:48,070 INFO [train.py:927] (4/8) Epoch 11, batch 20250, giga_loss[loss=0.1703, simple_loss=0.2602, pruned_loss=0.04022, over 12328.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03408, over 85.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2741, pruned_loss=0.05313, over 2474405.06 frames. utt_duration=508.9 frames, utt_pad_proportion=0.05821, over 19502.70 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2947, pruned_loss=0.068, over 2468896.17 frames. utt_duration=1263 frames, utt_pad_proportion=0.05371, over 7828.39 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2729, pruned_loss=0.05149, over 2475171.63 frames. utt_duration=463.6 frames, utt_pad_proportion=0.05936, over 21422.64 utterances.], batch size: 85, lr: 3.35e-04
2022-08-27 21:13:30,068 INFO [train.py:927] (4/8) Epoch 11, batch 20300, giga_loss[loss=0.2023, simple_loss=0.2809, pruned_loss=0.06185, over 12361.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09898, over 256.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2698, pruned_loss=0.05133, over 2474241.43 frames. utt_duration=521.7 frames, utt_pad_proportion=0.05667, over 19022.90 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2949, pruned_loss=0.06808, over 2469005.42 frames. utt_duration=1254 frames, utt_pad_proportion=0.05693, over 7885.61 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.268, pruned_loss=0.04954, over 2474917.80 frames. utt_duration=477 frames, utt_pad_proportion=0.05676, over 20815.17 utterances.], batch size: 256, lr: 3.35e-04
2022-08-27 21:15:14,419 INFO [train.py:927] (4/8) Epoch 11, batch 20350, giga_loss[loss=0.1553, simple_loss=0.234, pruned_loss=0.03825, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.1818, simple_loss=0.2648, pruned_loss=0.0494, over 2473985.56 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06212, over 18796.44 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2943, pruned_loss=0.06758, over 2468905.79 frames. utt_duration=1262 frames, utt_pad_proportion=0.05562, over 7835.35 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2631, pruned_loss=0.04786, over 2474781.47 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06221, over 20628.56 utterances.], batch size: 58, lr: 3.35e-04
2022-08-27 21:16:56,290 INFO [train.py:927] (4/8) Epoch 11, batch 20400, giga_loss[loss=0.1493, simple_loss=0.2223, pruned_loss=0.03818, over 12383.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04871, over 34.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2598, pruned_loss=0.04754, over 2473555.17 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06148, over 18603.16 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2943, pruned_loss=0.06752, over 2469160.47 frames. utt_duration=1263 frames, utt_pad_proportion=0.0551, over 7831.79 utterances.], giga_tot_loss[loss=0.1752, simple_loss=0.258, pruned_loss=0.04614, over 2474031.63 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06179, over 20187.98 utterances.], batch size: 34, lr: 3.35e-04
2022-08-27 21:18:42,426 INFO [train.py:927] (4/8) Epoch 11, batch 20450, libri_loss[loss=0.2371, simple_loss=0.316, pruned_loss=0.07912, over 12400.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007954, over 30.00 utterances.], tot_loss[loss=0.182, simple_loss=0.2643, pruned_loss=0.04988, over 2474653.64 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06195, over 19602.64 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.06758, over 2469214.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05492, over 7822.63 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2627, pruned_loss=0.04864, over 2474999.47 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06223, over 20910.67 utterances.], batch size: 30, lr: 3.35e-04
2022-08-27 21:20:25,181 INFO [train.py:927] (4/8) Epoch 11, batch 20500, libri_loss[loss=0.2173, simple_loss=0.2889, pruned_loss=0.07282, over 12423.00 frames. utt_duration=743.1 frames, utt_pad_proportion=0.1556, over 67.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2744, pruned_loss=0.0545, over 2474023.85 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06507, over 18871.30 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2943, pruned_loss=0.06773, over 2469301.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.05849, over 7904.17 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2722, pruned_loss=0.05275, over 2474420.53 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06399, over 20333.22 utterances.], batch size: 67, lr: 3.34e-04
2022-08-27 21:22:10,385 INFO [train.py:927] (4/8) Epoch 11, batch 20550, giga_loss[loss=0.2014, simple_loss=0.296, pruned_loss=0.05345, over 12359.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03177, over 97.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.281, pruned_loss=0.05697, over 2473698.48 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06713, over 18597.50 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2944, pruned_loss=0.06802, over 2469152.02 frames. utt_duration=1242 frames, utt_pad_proportion=0.06145, over 7960.29 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2788, pruned_loss=0.05509, over 2474216.38 frames. utt_duration=499 frames, utt_pad_proportion=0.06502, over 19891.81 utterances.], batch size: 97, lr: 3.34e-04
2022-08-27 21:23:56,250 INFO [train.py:927] (4/8) Epoch 11, batch 20600, giga_loss[loss=0.202, simple_loss=0.2915, pruned_loss=0.0563, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04753, over 31.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2851, pruned_loss=0.0582, over 2473967.83 frames. utt_duration=530 frames, utt_pad_proportion=0.06479, over 18722.81 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2944, pruned_loss=0.06797, over 2468889.60 frames. utt_duration=1244 frames, utt_pad_proportion=0.0608, over 7944.93 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2832, pruned_loss=0.05661, over 2474700.01 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06353, over 19914.64 utterances.], batch size: 31, lr: 3.34e-04
2022-08-27 21:25:40,763 INFO [train.py:927] (4/8) Epoch 11, batch 20650, giga_loss[loss=0.2036, simple_loss=0.2852, pruned_loss=0.06103, over 12361.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.0318, over 58.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2893, pruned_loss=0.06059, over 2472775.73 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06621, over 18797.84 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2941, pruned_loss=0.06779, over 2468601.35 frames. utt_duration=1247 frames, utt_pad_proportion=0.06036, over 7928.53 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.288, pruned_loss=0.05943, over 2473658.54 frames. utt_duration=500 frames, utt_pad_proportion=0.06532, over 19849.09 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 21:27:20,331 INFO [train.py:927] (4/8) Epoch 11, batch 20700, giga_loss[loss=0.2319, simple_loss=0.3261, pruned_loss=0.06884, over 12452.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03476, over 123.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2941, pruned_loss=0.0621, over 2473187.40 frames. utt_duration=544 frames, utt_pad_proportion=0.06321, over 18234.64 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2946, pruned_loss=0.06793, over 2468651.10 frames. utt_duration=1237 frames, utt_pad_proportion=0.06316, over 7995.18 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2926, pruned_loss=0.06095, over 2473925.96 frames. utt_duration=517 frames, utt_pad_proportion=0.06168, over 19194.97 utterances.], batch size: 123, lr: 3.34e-04
2022-08-27 21:29:03,199 INFO [train.py:927] (4/8) Epoch 11, batch 20750, giga_loss[loss=0.2204, simple_loss=0.3046, pruned_loss=0.06807, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07558, over 212.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2966, pruned_loss=0.06296, over 2472514.36 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06645, over 18237.83 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2941, pruned_loss=0.06753, over 2468325.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.06165, over 7965.71 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2959, pruned_loss=0.06221, over 2473546.94 frames. utt_duration=511 frames, utt_pad_proportion=0.06576, over 19419.22 utterances.], batch size: 212, lr: 3.34e-04
2022-08-27 21:30:47,231 INFO [train.py:927] (4/8) Epoch 11, batch 20800, giga_loss[loss=0.218, simple_loss=0.3094, pruned_loss=0.06332, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05262, over 161.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2982, pruned_loss=0.06289, over 2472901.79 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06535, over 18317.46 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2941, pruned_loss=0.06761, over 2468266.31 frames. utt_duration=1245 frames, utt_pad_proportion=0.06049, over 7936.90 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2977, pruned_loss=0.06211, over 2473867.94 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06533, over 19513.07 utterances.], batch size: 161, lr: 3.34e-04
2022-08-27 21:32:29,307 INFO [train.py:927] (4/8) Epoch 11, batch 20850, giga_loss[loss=0.2718, simple_loss=0.3394, pruned_loss=0.1021, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2991, pruned_loss=0.06315, over 2471958.58 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06483, over 18011.15 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06743, over 2468306.22 frames. utt_duration=1252 frames, utt_pad_proportion=0.05873, over 7897.08 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2986, pruned_loss=0.0625, over 2472855.45 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06558, over 19387.74 utterances.], batch size: 146, lr: 3.34e-04
2022-08-27 21:34:15,000 INFO [train.py:927] (4/8) Epoch 11, batch 20900, giga_loss[loss=0.206, simple_loss=0.2929, pruned_loss=0.05949, over 12426.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03305, over 75.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3008, pruned_loss=0.06545, over 2472231.84 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06172, over 17566.52 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2941, pruned_loss=0.06742, over 2468092.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.05788, over 7870.31 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3007, pruned_loss=0.06489, over 2473184.69 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06286, over 18850.83 utterances.], batch size: 75, lr: 3.34e-04
2022-08-27 21:35:58,621 INFO [train.py:927] (4/8) Epoch 11, batch 20950, giga_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.057, over 12428.00 frames. utt_duration=711.5 frames, utt_pad_proportion=0.02401, over 70.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3003, pruned_loss=0.06605, over 2471543.69 frames. utt_duration=590.5 frames, utt_pad_proportion=0.0579, over 16785.36 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2938, pruned_loss=0.06734, over 2468315.33 frames. utt_duration=1259 frames, utt_pad_proportion=0.05703, over 7852.12 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3006, pruned_loss=0.06564, over 2472183.07 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05943, over 17981.82 utterances.], batch size: 70, lr: 3.34e-04
2022-08-27 21:37:41,645 INFO [train.py:927] (4/8) Epoch 11, batch 21000, giga_loss[loss=0.2202, simple_loss=0.3011, pruned_loss=0.06965, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02988, over 48.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3003, pruned_loss=0.06689, over 2472302.82 frames. utt_duration=571 frames, utt_pad_proportion=0.06155, over 17365.64 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2936, pruned_loss=0.0673, over 2468410.15 frames. utt_duration=1259 frames, utt_pad_proportion=0.05612, over 7848.69 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3008, pruned_loss=0.06658, over 2472803.59 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06286, over 18516.28 utterances.], batch size: 48, lr: 3.34e-04
2022-08-27 21:37:41,647 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 21:37:55,362 INFO [train.py:967] (4/8) 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 21:39:36,464 INFO [train.py:927] (4/8) Epoch 11, batch 21050, giga_loss[loss=0.183, simple_loss=0.2741, pruned_loss=0.0459, over 12358.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03945, over 113.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2986, pruned_loss=0.06563, over 2472767.82 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06391, over 17593.42 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2935, pruned_loss=0.06713, over 2468432.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.05606, over 7867.01 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2993, pruned_loss=0.06549, over 2473289.79 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0649, over 18801.69 utterances.], batch size: 113, lr: 3.34e-04
2022-08-27 21:41:19,426 INFO [train.py:927] (4/8) Epoch 11, batch 21100, giga_loss[loss=0.1702, simple_loss=0.2522, pruned_loss=0.04408, over 12104.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03922, over 30.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2946, pruned_loss=0.06412, over 2473030.21 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06818, over 18709.54 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.06712, over 2468877.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.05494, over 7854.07 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2953, pruned_loss=0.06397, over 2473176.15 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06926, over 19957.52 utterances.], batch size: 30, lr: 3.34e-04
2022-08-27 21:43:04,559 INFO [train.py:927] (4/8) Epoch 11, batch 21150, giga_loss[loss=0.1935, simple_loss=0.2898, pruned_loss=0.04863, over 12378.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03749, over 113.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2909, pruned_loss=0.06295, over 2473745.92 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06807, over 19313.88 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2936, pruned_loss=0.0673, over 2469053.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.05869, over 7936.03 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2914, pruned_loss=0.06263, over 2473803.70 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06789, over 20429.80 utterances.], batch size: 113, lr: 3.34e-04
2022-08-27 21:44:46,059 INFO [train.py:927] (4/8) Epoch 11, batch 21200, giga_loss[loss=0.2055, simple_loss=0.292, pruned_loss=0.05946, over 12406.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.06228, over 2474200.61 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06992, over 19402.27 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2934, pruned_loss=0.06732, over 2469091.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.05858, over 7928.64 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2903, pruned_loss=0.06191, over 2474339.87 frames. utt_duration=483 frames, utt_pad_proportion=0.06984, over 20555.38 utterances.], batch size: 146, lr: 3.34e-04
2022-08-27 21:46:25,951 INFO [train.py:927] (4/8) Epoch 11, batch 21250, giga_loss[loss=0.1813, simple_loss=0.2705, pruned_loss=0.04609, over 12376.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2882, pruned_loss=0.06165, over 2473519.12 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06612, over 18652.66 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2935, pruned_loss=0.06747, over 2469016.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06172, over 7973.78 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2883, pruned_loss=0.06105, over 2473821.49 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06508, over 19866.17 utterances.], batch size: 70, lr: 3.34e-04
2022-08-27 21:48:07,529 INFO [train.py:927] (4/8) Epoch 11, batch 21300, giga_loss[loss=0.1875, simple_loss=0.2738, pruned_loss=0.05053, over 12411.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03783, over 113.00 utterances.], tot_loss[loss=0.204, simple_loss=0.286, pruned_loss=0.06099, over 2473669.87 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06396, over 18240.95 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2935, pruned_loss=0.06737, over 2468940.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.06057, over 7942.84 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2861, pruned_loss=0.06047, over 2474069.40 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06366, over 19457.97 utterances.], batch size: 113, lr: 3.34e-04
2022-08-27 21:49:46,779 INFO [train.py:927] (4/8) Epoch 11, batch 21350, libri_loss[loss=0.1989, simple_loss=0.2937, pruned_loss=0.0521, over 12132.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005894, over 32.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2831, pruned_loss=0.05977, over 2474503.68 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05945, over 17720.44 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2932, pruned_loss=0.0672, over 2468732.15 frames. utt_duration=1248 frames, utt_pad_proportion=0.05994, over 7920.04 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2831, pruned_loss=0.05939, over 2475135.37 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05971, over 18888.94 utterances.], batch size: 32, lr: 3.34e-04
2022-08-27 21:51:28,677 INFO [train.py:927] (4/8) Epoch 11, batch 21400, giga_loss[loss=0.1774, simple_loss=0.2621, pruned_loss=0.04632, over 12461.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03047, over 75.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2799, pruned_loss=0.0586, over 2474198.02 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05518, over 17216.50 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2931, pruned_loss=0.06712, over 2468880.06 frames. utt_duration=1253 frames, utt_pad_proportion=0.05956, over 7891.36 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2799, pruned_loss=0.05828, over 2474646.26 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05574, over 18290.60 utterances.], batch size: 75, lr: 3.34e-04
2022-08-27 21:53:09,305 INFO [train.py:927] (4/8) Epoch 11, batch 21450, giga_loss[loss=0.1777, simple_loss=0.2542, pruned_loss=0.05061, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03029, over 45.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2777, pruned_loss=0.05756, over 2474604.56 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05237, over 16479.99 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2932, pruned_loss=0.06711, over 2468706.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.05856, over 7865.25 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2774, pruned_loss=0.05711, over 2475246.82 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05333, over 17560.88 utterances.], batch size: 45, lr: 3.34e-04
2022-08-27 21:54:51,891 INFO [train.py:927] (4/8) Epoch 11, batch 21500, giga_loss[loss=0.1921, simple_loss=0.2845, pruned_loss=0.04985, over 12418.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02822, over 62.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2787, pruned_loss=0.05822, over 2474335.08 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05216, over 16629.15 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2934, pruned_loss=0.06718, over 2468795.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.05868, over 7901.61 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2779, pruned_loss=0.05761, over 2474873.54 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05282, over 17614.15 utterances.], batch size: 62, lr: 3.34e-04
2022-08-27 21:56:37,232 INFO [train.py:927] (4/8) Epoch 11, batch 21550, giga_loss[loss=0.2294, simple_loss=0.3143, pruned_loss=0.07223, over 12438.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03206, over 75.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2828, pruned_loss=0.06054, over 2474638.10 frames. utt_duration=585 frames, utt_pad_proportion=0.05668, over 16963.75 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2935, pruned_loss=0.06715, over 2468825.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.05884, over 7914.88 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2818, pruned_loss=0.05998, over 2475095.07 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05694, over 17850.48 utterances.], batch size: 75, lr: 3.34e-04
2022-08-27 21:58:17,543 INFO [train.py:927] (4/8) Epoch 11, batch 21600, giga_loss[loss=0.2106, simple_loss=0.2953, pruned_loss=0.06294, over 12448.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04275, over 114.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2889, pruned_loss=0.06381, over 2474290.08 frames. utt_duration=586.3 frames, utt_pad_proportion=0.05553, over 16925.71 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2938, pruned_loss=0.06729, over 2468466.29 frames. utt_duration=1253 frames, utt_pad_proportion=0.05738, over 7887.25 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2877, pruned_loss=0.06309, over 2475191.42 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05638, over 17966.72 utterances.], batch size: 114, lr: 3.34e-04
2022-08-27 21:59:59,220 INFO [train.py:927] (4/8) Epoch 11, batch 21650, giga_loss[loss=0.2148, simple_loss=0.3025, pruned_loss=0.06357, over 12410.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2937, pruned_loss=0.06605, over 2474002.64 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06803, over 18193.87 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2936, pruned_loss=0.06724, over 2468895.72 frames. utt_duration=1255 frames, utt_pad_proportion=0.05668, over 7878.96 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2929, pruned_loss=0.06543, over 2474528.46 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06835, over 19333.88 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 22:01:40,862 INFO [train.py:927] (4/8) Epoch 11, batch 21700, giga_loss[loss=0.189, simple_loss=0.2847, pruned_loss=0.04665, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.298, pruned_loss=0.06754, over 2474065.80 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06543, over 17579.32 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2934, pruned_loss=0.06718, over 2469163.68 frames. utt_duration=1245 frames, utt_pad_proportion=0.0607, over 7945.78 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2976, pruned_loss=0.06711, over 2474427.69 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0645, over 18858.22 utterances.], batch size: 75, lr: 3.34e-04
2022-08-27 22:03:22,299 INFO [train.py:927] (4/8) Epoch 11, batch 21750, giga_loss[loss=0.2465, simple_loss=0.3384, pruned_loss=0.07732, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02769, over 45.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2962, pruned_loss=0.06492, over 2473577.96 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06124, over 17379.46 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2939, pruned_loss=0.06756, over 2469095.40 frames. utt_duration=1234 frames, utt_pad_proportion=0.06493, over 8014.66 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2955, pruned_loss=0.0642, over 2474025.36 frames. utt_duration=535.9 frames, utt_pad_proportion=0.0592, over 18518.54 utterances.], batch size: 45, lr: 3.34e-04
2022-08-27 22:05:03,833 INFO [train.py:927] (4/8) Epoch 11, batch 21800, giga_loss[loss=0.2482, simple_loss=0.3244, pruned_loss=0.08599, over 12349.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.202, over 368.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2954, pruned_loss=0.06396, over 2474230.89 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06326, over 17718.70 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2937, pruned_loss=0.06755, over 2469085.96 frames. utt_duration=1238 frames, utt_pad_proportion=0.06403, over 7990.60 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.295, pruned_loss=0.06332, over 2474703.81 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06188, over 18819.47 utterances.], batch size: 368, lr: 3.34e-04
2022-08-27 22:06:45,973 INFO [train.py:927] (4/8) Epoch 11, batch 21850, giga_loss[loss=0.3307, simple_loss=0.4, pruned_loss=0.1307, over 12370.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02917, over 85.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2983, pruned_loss=0.06528, over 2474117.93 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06164, over 17336.47 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2944, pruned_loss=0.06787, over 2469256.46 frames. utt_duration=1225 frames, utt_pad_proportion=0.06723, over 8071.23 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2975, pruned_loss=0.06438, over 2474472.80 frames. utt_duration=539.4 frames, utt_pad_proportion=0.05932, over 18402.10 utterances.], batch size: 85, lr: 3.34e-04
2022-08-27 22:08:28,263 INFO [train.py:927] (4/8) Epoch 11, batch 21900, giga_loss[loss=0.2172, simple_loss=0.3052, pruned_loss=0.06456, over 12396.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3012, pruned_loss=0.06747, over 2474399.92 frames. utt_duration=549.2 frames, utt_pad_proportion=0.0619, over 18071.76 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2944, pruned_loss=0.06786, over 2469221.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.06695, over 8066.88 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3005, pruned_loss=0.06677, over 2474736.92 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06024, over 18957.83 utterances.], batch size: 70, lr: 3.34e-04
2022-08-27 22:10:10,089 INFO [train.py:927] (4/8) Epoch 11, batch 21950, giga_loss[loss=0.2153, simple_loss=0.3019, pruned_loss=0.06438, over 12388.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05167, over 161.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3023, pruned_loss=0.06832, over 2474414.46 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06205, over 17894.37 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2944, pruned_loss=0.06783, over 2469247.07 frames. utt_duration=1224 frames, utt_pad_proportion=0.06701, over 8078.54 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3018, pruned_loss=0.06781, over 2474678.71 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06069, over 18620.77 utterances.], batch size: 161, lr: 3.34e-04
2022-08-27 22:11:51,396 INFO [train.py:927] (4/8) Epoch 11, batch 22000, giga_loss[loss=0.2264, simple_loss=0.3148, pruned_loss=0.06905, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03748, over 105.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3035, pruned_loss=0.06838, over 2474851.98 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06188, over 17278.42 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2946, pruned_loss=0.06781, over 2469347.02 frames. utt_duration=1225 frames, utt_pad_proportion=0.06651, over 8070.97 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3032, pruned_loss=0.068, over 2475102.17 frames. utt_duration=549 frames, utt_pad_proportion=0.06091, over 18081.70 utterances.], batch size: 105, lr: 3.34e-04
2022-08-27 22:13:32,141 INFO [train.py:927] (4/8) Epoch 11, batch 22050, giga_loss[loss=0.2321, simple_loss=0.3294, pruned_loss=0.06739, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03328, over 51.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3033, pruned_loss=0.06828, over 2475850.91 frames. utt_duration=606.1 frames, utt_pad_proportion=0.0592, over 16379.33 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06779, over 2470068.63 frames. utt_duration=1228 frames, utt_pad_proportion=0.06525, over 8058.15 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3032, pruned_loss=0.06801, over 2475591.11 frames. utt_duration=571.6 frames, utt_pad_proportion=0.059, over 17370.58 utterances.], batch size: 51, lr: 3.34e-04
2022-08-27 22:15:14,683 INFO [train.py:927] (4/8) Epoch 11, batch 22100, giga_loss[loss=0.2149, simple_loss=0.2936, pruned_loss=0.06809, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02909, over 48.00 utterances.], tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06799, over 2475429.71 frames. utt_duration=614.8 frames, utt_pad_proportion=0.0572, over 16144.64 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2946, pruned_loss=0.06757, over 2469821.01 frames. utt_duration=1228 frames, utt_pad_proportion=0.0642, over 8053.30 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3023, pruned_loss=0.06798, over 2475583.82 frames. utt_duration=578.4 frames, utt_pad_proportion=0.0575, over 17163.79 utterances.], batch size: 48, lr: 3.34e-04
2022-08-27 22:16:58,424 INFO [train.py:927] (4/8) Epoch 11, batch 22150, giga_loss[loss=0.2189, simple_loss=0.3016, pruned_loss=0.06813, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03276, over 42.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3017, pruned_loss=0.06813, over 2474622.27 frames. utt_duration=634.3 frames, utt_pad_proportion=0.05641, over 15641.83 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2946, pruned_loss=0.06763, over 2469856.66 frames. utt_duration=1228 frames, utt_pad_proportion=0.06339, over 8054.83 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.302, pruned_loss=0.06808, over 2474859.45 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05697, over 16663.35 utterances.], batch size: 42, lr: 3.34e-04
2022-08-27 22:18:38,873 INFO [train.py:927] (4/8) Epoch 11, batch 22200, giga_loss[loss=0.2228, simple_loss=0.3102, pruned_loss=0.06767, over 12382.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02989, over 58.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3023, pruned_loss=0.06786, over 2473522.97 frames. utt_duration=633.2 frames, utt_pad_proportion=0.05399, over 15663.39 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.06751, over 2469794.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.06293, over 8039.31 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3029, pruned_loss=0.06793, over 2473799.81 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05473, over 16548.04 utterances.], batch size: 58, lr: 3.33e-04
2022-08-27 22:20:19,934 INFO [train.py:927] (4/8) Epoch 11, batch 22250, giga_loss[loss=0.2157, simple_loss=0.2956, pruned_loss=0.06791, over 12408.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02799, over 58.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3024, pruned_loss=0.06799, over 2473160.01 frames. utt_duration=648 frames, utt_pad_proportion=0.0536, over 15301.48 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2951, pruned_loss=0.068, over 2470046.03 frames. utt_duration=1217 frames, utt_pad_proportion=0.06701, over 8129.13 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3026, pruned_loss=0.0676, over 2473266.54 frames. utt_duration=612.2 frames, utt_pad_proportion=0.05198, over 16200.78 utterances.], batch size: 58, lr: 3.33e-04
2022-08-27 22:22:02,284 INFO [train.py:927] (4/8) Epoch 11, batch 22300, giga_loss[loss=0.1816, simple_loss=0.2662, pruned_loss=0.04849, over 12380.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02616, over 66.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3005, pruned_loss=0.06699, over 2473336.11 frames. utt_duration=645.7 frames, utt_pad_proportion=0.0525, over 15357.39 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2951, pruned_loss=0.06804, over 2470163.30 frames. utt_duration=1206 frames, utt_pad_proportion=0.07047, over 8202.40 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3007, pruned_loss=0.06666, over 2473352.19 frames. utt_duration=615.7 frames, utt_pad_proportion=0.04966, over 16108.48 utterances.], batch size: 66, lr: 3.33e-04
2022-08-27 22:23:45,107 INFO [train.py:927] (4/8) Epoch 11, batch 22350, giga_loss[loss=0.1934, simple_loss=0.2706, pruned_loss=0.05808, over 12153.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03499, over 36.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2968, pruned_loss=0.065, over 2472257.97 frames. utt_duration=661.8 frames, utt_pad_proportion=0.05034, over 14976.79 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.0677, over 2470144.48 frames. utt_duration=1209 frames, utt_pad_proportion=0.06989, over 8185.43 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2977, pruned_loss=0.06499, over 2472347.98 frames. utt_duration=627.9 frames, utt_pad_proportion=0.04815, over 15786.81 utterances.], batch size: 36, lr: 3.33e-04
2022-08-27 22:25:25,788 INFO [train.py:927] (4/8) Epoch 11, batch 22400, giga_loss[loss=0.1779, simple_loss=0.2668, pruned_loss=0.04446, over 12340.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03069, over 70.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2953, pruned_loss=0.06506, over 2471944.59 frames. utt_duration=642.8 frames, utt_pad_proportion=0.05565, over 15418.83 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2948, pruned_loss=0.06791, over 2470006.26 frames. utt_duration=1212 frames, utt_pad_proportion=0.06811, over 8161.30 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2956, pruned_loss=0.06475, over 2472216.78 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05426, over 16314.09 utterances.], batch size: 70, lr: 3.33e-04
2022-08-27 22:27:09,527 INFO [train.py:927] (4/8) Epoch 11, batch 22450, libri_loss[loss=0.1994, simple_loss=0.2783, pruned_loss=0.06026, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00553, over 34.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2921, pruned_loss=0.06412, over 2472204.70 frames. utt_duration=639.9 frames, utt_pad_proportion=0.0571, over 15489.45 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2949, pruned_loss=0.06783, over 2470149.07 frames. utt_duration=1214 frames, utt_pad_proportion=0.06719, over 8147.11 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2923, pruned_loss=0.06388, over 2472328.97 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05625, over 16345.99 utterances.], batch size: 34, lr: 3.33e-04
2022-08-27 22:28:50,046 INFO [train.py:927] (4/8) Epoch 11, batch 22500, giga_loss[loss=0.1755, simple_loss=0.2663, pruned_loss=0.04235, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2893, pruned_loss=0.06286, over 2472368.08 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05747, over 15927.97 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2946, pruned_loss=0.06767, over 2469902.82 frames. utt_duration=1218 frames, utt_pad_proportion=0.0662, over 8119.33 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2896, pruned_loss=0.06274, over 2472728.43 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05715, over 16768.83 utterances.], batch size: 66, lr: 3.33e-04
2022-08-27 22:30:30,865 INFO [train.py:927] (4/8) Epoch 11, batch 22550, giga_loss[loss=0.2184, simple_loss=0.3102, pruned_loss=0.06326, over 12413.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06195, over 183.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2897, pruned_loss=0.06265, over 2471697.37 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06215, over 16561.37 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.06758, over 2469729.98 frames. utt_duration=1224 frames, utt_pad_proportion=0.06486, over 8081.40 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2901, pruned_loss=0.0625, over 2472206.78 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06221, over 17535.67 utterances.], batch size: 183, lr: 3.33e-04
2022-08-27 22:32:13,024 INFO [train.py:927] (4/8) Epoch 11, batch 22600, giga_loss[loss=0.221, simple_loss=0.3046, pruned_loss=0.06868, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04975, over 161.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2916, pruned_loss=0.06303, over 2472411.04 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06044, over 17285.38 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2945, pruned_loss=0.06766, over 2469837.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06477, over 8098.08 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2917, pruned_loss=0.06278, over 2472752.65 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06058, over 18155.56 utterances.], batch size: 161, lr: 3.33e-04
2022-08-27 22:33:53,354 INFO [train.py:927] (4/8) Epoch 11, batch 22650, giga_loss[loss=0.1934, simple_loss=0.2748, pruned_loss=0.05602, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03487, over 43.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2905, pruned_loss=0.06154, over 2473381.37 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06421, over 18110.67 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2943, pruned_loss=0.06753, over 2469818.48 frames. utt_duration=1227 frames, utt_pad_proportion=0.06359, over 8061.92 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2907, pruned_loss=0.06136, over 2473729.42 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06459, over 19044.32 utterances.], batch size: 43, lr: 3.33e-04
2022-08-27 22:35:37,283 INFO [train.py:927] (4/8) Epoch 11, batch 22700, giga_loss[loss=0.1958, simple_loss=0.2902, pruned_loss=0.05071, over 12373.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0276, over 91.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2902, pruned_loss=0.06099, over 2473155.33 frames. utt_duration=558.3 frames, utt_pad_proportion=0.0614, over 17765.50 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.294, pruned_loss=0.06733, over 2469912.93 frames. utt_duration=1230 frames, utt_pad_proportion=0.06269, over 8043.89 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2906, pruned_loss=0.0609, over 2473401.74 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06218, over 18698.78 utterances.], batch size: 91, lr: 3.33e-04
2022-08-27 22:37:21,281 INFO [train.py:927] (4/8) Epoch 11, batch 22750, giga_loss[loss=0.2172, simple_loss=0.3097, pruned_loss=0.06237, over 12405.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04332, over 146.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2919, pruned_loss=0.06181, over 2472221.67 frames. utt_duration=578.3 frames, utt_pad_proportion=0.0607, over 17143.80 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.06753, over 2469298.02 frames. utt_duration=1229 frames, utt_pad_proportion=0.06216, over 8044.85 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2917, pruned_loss=0.06137, over 2473056.41 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06156, over 18194.53 utterances.], batch size: 146, lr: 3.33e-04
2022-08-27 22:39:02,113 INFO [train.py:927] (4/8) Epoch 11, batch 22800, giga_loss[loss=0.2257, simple_loss=0.3092, pruned_loss=0.07112, over 12318.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03419, over 51.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2942, pruned_loss=0.06278, over 2472252.09 frames. utt_duration=579 frames, utt_pad_proportion=0.06047, over 17122.19 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06749, over 2469215.00 frames. utt_duration=1233 frames, utt_pad_proportion=0.06152, over 8023.34 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2941, pruned_loss=0.06237, over 2473007.33 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06143, over 18094.47 utterances.], batch size: 51, lr: 3.33e-04
2022-08-27 22:40:44,431 INFO [train.py:927] (4/8) Epoch 11, batch 22850, libri_loss[loss=0.2281, simple_loss=0.3142, pruned_loss=0.07104, over 12351.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01594, over 41.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2955, pruned_loss=0.06307, over 2472537.15 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05779, over 16654.33 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2943, pruned_loss=0.06734, over 2469114.44 frames. utt_duration=1237 frames, utt_pad_proportion=0.06007, over 7996.03 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2954, pruned_loss=0.06273, over 2473317.08 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05928, over 17734.13 utterances.], batch size: 41, lr: 3.33e-04
2022-08-27 22:42:26,351 INFO [train.py:927] (4/8) Epoch 11, batch 22900, libri_loss[loss=0.18, simple_loss=0.2597, pruned_loss=0.05012, over 12404.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007774, over 30.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2951, pruned_loss=0.06268, over 2472325.70 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05352, over 16246.24 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2938, pruned_loss=0.06711, over 2468953.41 frames. utt_duration=1241 frames, utt_pad_proportion=0.05927, over 7967.25 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2955, pruned_loss=0.06254, over 2473153.42 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05527, over 17284.81 utterances.], batch size: 30, lr: 3.33e-04
2022-08-27 22:44:09,274 INFO [train.py:927] (4/8) Epoch 11, batch 22950, giga_loss[loss=0.1907, simple_loss=0.2776, pruned_loss=0.05187, over 12389.00 frames. utt_duration=801 frames, utt_pad_proportion=0.02913, over 62.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2934, pruned_loss=0.06226, over 2473390.44 frames. utt_duration=617.4 frames, utt_pad_proportion=0.05296, over 16064.96 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2938, pruned_loss=0.06717, over 2468812.92 frames. utt_duration=1243 frames, utt_pad_proportion=0.05858, over 7955.09 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2937, pruned_loss=0.06199, over 2474276.33 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05467, over 17094.75 utterances.], batch size: 62, lr: 3.33e-04
2022-08-27 22:45:49,960 INFO [train.py:927] (4/8) Epoch 11, batch 23000, libri_loss[loss=0.2713, simple_loss=0.3619, pruned_loss=0.0903, over 12386.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008712, over 38.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2934, pruned_loss=0.06181, over 2473182.19 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05282, over 16522.44 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2938, pruned_loss=0.0672, over 2468782.36 frames. utt_duration=1250 frames, utt_pad_proportion=0.05771, over 7912.73 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2936, pruned_loss=0.06143, over 2474013.71 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05449, over 17587.01 utterances.], batch size: 38, lr: 3.33e-04
2022-08-27 22:47:29,453 INFO [train.py:927] (4/8) Epoch 11, batch 23050, giga_loss[loss=0.2871, simple_loss=0.3472, pruned_loss=0.1135, over 12383.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09708, over 256.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2938, pruned_loss=0.06144, over 2473751.79 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05021, over 16420.84 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2943, pruned_loss=0.06729, over 2468950.50 frames. utt_duration=1249 frames, utt_pad_proportion=0.05721, over 7913.96 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06099, over 2474326.87 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05185, over 17368.06 utterances.], batch size: 256, lr: 3.33e-04
2022-08-27 22:49:09,045 INFO [train.py:927] (4/8) Epoch 11, batch 23100, giga_loss[loss=0.1983, simple_loss=0.2616, pruned_loss=0.06752, over 12476.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03385, over 37.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2921, pruned_loss=0.06183, over 2474465.95 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05002, over 16523.26 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2944, pruned_loss=0.06742, over 2469186.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.05774, over 7951.91 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2918, pruned_loss=0.06123, over 2474826.24 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05105, over 17432.05 utterances.], batch size: 37, lr: 3.33e-04
2022-08-27 22:50:49,412 INFO [train.py:927] (4/8) Epoch 11, batch 23150, giga_loss[loss=0.2012, simple_loss=0.2717, pruned_loss=0.0653, over 12240.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03245, over 45.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2906, pruned_loss=0.06244, over 2474688.80 frames. utt_duration=584.1 frames, utt_pad_proportion=0.04936, over 16991.10 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2945, pruned_loss=0.06747, over 2469017.47 frames. utt_duration=1246 frames, utt_pad_proportion=0.05707, over 7938.68 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2903, pruned_loss=0.06187, over 2475210.98 frames. utt_duration=556.5 frames, utt_pad_proportion=0.0504, over 17838.51 utterances.], batch size: 45, lr: 3.33e-04
2022-08-27 22:52:30,738 INFO [train.py:927] (4/8) Epoch 11, batch 23200, giga_loss[loss=0.1778, simple_loss=0.2699, pruned_loss=0.04284, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.0315, over 62.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.288, pruned_loss=0.06174, over 2473801.41 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05127, over 16709.59 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2944, pruned_loss=0.06745, over 2468854.74 frames. utt_duration=1237 frames, utt_pad_proportion=0.06048, over 7989.98 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2876, pruned_loss=0.06114, over 2474491.07 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05042, over 17576.06 utterances.], batch size: 62, lr: 3.33e-04
2022-08-27 22:54:12,050 INFO [train.py:927] (4/8) Epoch 11, batch 23250, giga_loss[loss=0.1722, simple_loss=0.2623, pruned_loss=0.04102, over 12340.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03022, over 70.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2839, pruned_loss=0.0598, over 2473379.70 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05341, over 16500.32 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2944, pruned_loss=0.06742, over 2469186.07 frames. utt_duration=1230 frames, utt_pad_proportion=0.06361, over 8040.35 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2834, pruned_loss=0.05915, over 2473769.44 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05113, over 17383.48 utterances.], batch size: 70, lr: 3.33e-04
2022-08-27 22:55:51,963 INFO [train.py:927] (4/8) Epoch 11, batch 23300, giga_loss[loss=0.2103, simple_loss=0.2881, pruned_loss=0.06625, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02536, over 45.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2853, pruned_loss=0.06047, over 2474036.83 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05115, over 16196.95 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2945, pruned_loss=0.06743, over 2469328.11 frames. utt_duration=1232 frames, utt_pad_proportion=0.06232, over 8028.19 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2844, pruned_loss=0.0597, over 2474347.05 frames. utt_duration=577.4 frames, utt_pad_proportion=0.04979, over 17184.62 utterances.], batch size: 45, lr: 3.33e-04
2022-08-27 22:57:33,087 INFO [train.py:927] (4/8) Epoch 11, batch 23350, giga_loss[loss=0.2315, simple_loss=0.3083, pruned_loss=0.07733, over 12375.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05226, over 161.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2878, pruned_loss=0.06159, over 2474194.66 frames. utt_duration=598.1 frames, utt_pad_proportion=0.0516, over 16588.38 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.06748, over 2469591.01 frames. utt_duration=1234 frames, utt_pad_proportion=0.06131, over 8013.26 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2871, pruned_loss=0.06077, over 2474339.76 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05083, over 17630.97 utterances.], batch size: 161, lr: 3.33e-04
2022-08-27 22:59:13,871 INFO [train.py:927] (4/8) Epoch 11, batch 23400, giga_loss[loss=0.1859, simple_loss=0.268, pruned_loss=0.05188, over 12188.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02993, over 42.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2907, pruned_loss=0.06233, over 2473480.86 frames. utt_duration=582.6 frames, utt_pad_proportion=0.0515, over 17027.03 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06744, over 2469360.84 frames. utt_duration=1238 frames, utt_pad_proportion=0.06064, over 7991.18 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2901, pruned_loss=0.06165, over 2473838.73 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05112, over 17977.60 utterances.], batch size: 42, lr: 3.33e-04
2022-08-27 23:01:00,490 INFO [train.py:927] (4/8) Epoch 11, batch 23450, giga_loss[loss=0.214, simple_loss=0.3001, pruned_loss=0.06398, over 12368.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2955, pruned_loss=0.0656, over 2474530.86 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05865, over 17438.69 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2947, pruned_loss=0.06764, over 2469523.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.06489, over 8065.39 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2946, pruned_loss=0.06481, over 2474730.69 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05617, over 18241.84 utterances.], batch size: 62, lr: 3.33e-04
2022-08-27 23:02:46,161 INFO [train.py:927] (4/8) Epoch 11, batch 23500, giga_loss[loss=0.2461, simple_loss=0.3274, pruned_loss=0.08245, over 12347.00 frames. utt_duration=853 frames, utt_pad_proportion=0.0318, over 58.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3018, pruned_loss=0.06926, over 2474078.51 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05838, over 17704.32 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2948, pruned_loss=0.06748, over 2469527.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.06447, over 8076.86 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3011, pruned_loss=0.06875, over 2474329.34 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05649, over 18534.81 utterances.], batch size: 58, lr: 3.33e-04
2022-08-27 23:04:29,176 INFO [train.py:927] (4/8) Epoch 11, batch 23550, giga_loss[loss=0.2981, simple_loss=0.3656, pruned_loss=0.1153, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3087, pruned_loss=0.07491, over 2474071.72 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06606, over 18720.46 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2948, pruned_loss=0.06747, over 2469486.08 frames. utt_duration=1217 frames, utt_pad_proportion=0.06725, over 8127.50 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07458, over 2474408.98 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06332, over 19560.23 utterances.], batch size: 146, lr: 3.33e-04
2022-08-27 23:06:13,770 INFO [train.py:927] (4/8) Epoch 11, batch 23600, giga_loss[loss=0.2486, simple_loss=0.3185, pruned_loss=0.08934, over 12374.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03067, over 97.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3119, pruned_loss=0.0771, over 2473827.86 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0657, over 18439.55 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2945, pruned_loss=0.06725, over 2469348.70 frames. utt_duration=1220 frames, utt_pad_proportion=0.06627, over 8105.41 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3121, pruned_loss=0.0772, over 2474318.48 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06385, over 19352.76 utterances.], batch size: 97, lr: 3.33e-04
2022-08-27 23:07:59,519 INFO [train.py:927] (4/8) Epoch 11, batch 23650, libri_loss[loss=0.2225, simple_loss=0.3062, pruned_loss=0.06943, over 12483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01229, over 40.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.317, pruned_loss=0.08185, over 2474837.86 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06468, over 19292.95 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2948, pruned_loss=0.06737, over 2469581.91 frames. utt_duration=1222 frames, utt_pad_proportion=0.06502, over 8094.38 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3176, pruned_loss=0.08218, over 2475127.62 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06376, over 20338.78 utterances.], batch size: 40, lr: 3.33e-04
2022-08-27 23:09:47,339 INFO [train.py:927] (4/8) Epoch 11, batch 23700, giga_loss[loss=0.2822, simple_loss=0.3449, pruned_loss=0.1097, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03941, over 40.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3236, pruned_loss=0.08786, over 2475103.83 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06944, over 21137.05 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2944, pruned_loss=0.06722, over 2469756.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.06388, over 8052.36 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3249, pruned_loss=0.08858, over 2475298.24 frames. utt_duration=446.5 frames, utt_pad_proportion=0.06886, over 22250.12 utterances.], batch size: 40, lr: 3.33e-04
2022-08-27 23:11:37,468 INFO [train.py:927] (4/8) Epoch 11, batch 23750, giga_loss[loss=0.2209, simple_loss=0.2831, pruned_loss=0.07936, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03165, over 40.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.324, pruned_loss=0.08892, over 2475916.38 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07148, over 21539.91 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2942, pruned_loss=0.06716, over 2469825.60 frames. utt_duration=1232 frames, utt_pad_proportion=0.06335, over 8027.67 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3256, pruned_loss=0.08983, over 2476082.82 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07111, over 22611.95 utterances.], batch size: 40, lr: 3.33e-04
2022-08-27 23:13:20,814 INFO [train.py:927] (4/8) Epoch 11, batch 23800, giga_loss[loss=0.3232, simple_loss=0.3612, pruned_loss=0.1426, over 12337.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3248, pruned_loss=0.08928, over 2476191.91 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07783, over 22110.16 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2946, pruned_loss=0.06729, over 2469978.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.06267, over 8020.34 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3261, pruned_loss=0.09017, over 2476274.44 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0775, over 23140.13 utterances.], batch size: 370, lr: 3.33e-04
2022-08-27 23:15:04,676 INFO [train.py:927] (4/8) Epoch 11, batch 23850, giga_loss[loss=0.2939, simple_loss=0.3516, pruned_loss=0.1181, over 12386.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3237, pruned_loss=0.08827, over 2475561.02 frames. utt_duration=464 frames, utt_pad_proportion=0.07579, over 21409.71 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2939, pruned_loss=0.06704, over 2469887.31 frames. utt_duration=1234 frames, utt_pad_proportion=0.06433, over 8013.92 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3274, pruned_loss=0.09066, over 2476107.41 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07529, over 23171.12 utterances.], batch size: 258, lr: 3.33e-04
2022-08-27 23:16:53,001 INFO [train.py:927] (4/8) Epoch 11, batch 23900, giga_loss[loss=0.2488, simple_loss=0.3323, pruned_loss=0.08264, over 12390.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3237, pruned_loss=0.08744, over 2475049.21 frames. utt_duration=454.9 frames, utt_pad_proportion=0.0783, over 21832.94 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2942, pruned_loss=0.06725, over 2470332.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06314, over 8012.66 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3271, pruned_loss=0.08963, over 2475216.62 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07822, over 23547.01 utterances.], batch size: 80, lr: 3.32e-04
2022-08-27 23:18:39,193 INFO [train.py:927] (4/8) Epoch 11, batch 23950, libri_loss[loss=0.2555, simple_loss=0.3312, pruned_loss=0.08995, over 12378.00 frames. utt_duration=451.7 frames, utt_pad_proportion=0.2954, over 110.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3225, pruned_loss=0.08628, over 2474290.97 frames. utt_duration=442.5 frames, utt_pad_proportion=0.08178, over 22438.26 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2943, pruned_loss=0.06738, over 2470217.19 frames. utt_duration=1214 frames, utt_pad_proportion=0.07015, over 8146.49 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3261, pruned_loss=0.08863, over 2474709.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07938, over 24218.52 utterances.], batch size: 110, lr: 3.32e-04
2022-08-27 23:20:26,022 INFO [train.py:927] (4/8) Epoch 11, batch 24000, giga_loss[loss=0.2284, simple_loss=0.311, pruned_loss=0.07286, over 12419.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06157, over 183.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3202, pruned_loss=0.08435, over 2475029.07 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08307, over 22451.77 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06782, over 2470300.61 frames. utt_duration=1193 frames, utt_pad_proportion=0.07775, over 8290.95 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3233, pruned_loss=0.0862, over 2475362.47 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07864, over 24062.29 utterances.], batch size: 183, lr: 3.32e-04
2022-08-27 23:20:26,023 INFO [train.py:958] (4/8) Computing validation loss
2022-08-27 23:20:39,628 INFO [train.py:967] (4/8) 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 23:22:27,109 INFO [train.py:927] (4/8) Epoch 11, batch 24050, giga_loss[loss=0.268, simple_loss=0.3362, pruned_loss=0.09991, over 12380.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09796, over 256.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3189, pruned_loss=0.08317, over 2474682.88 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07839, over 21520.61 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.06771, over 2469764.94 frames. utt_duration=1186 frames, utt_pad_proportion=0.08054, over 8340.38 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3224, pruned_loss=0.08523, over 2475588.60 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07397, over 23201.86 utterances.], batch size: 256, lr: 3.32e-04
2022-08-27 23:24:18,267 INFO [train.py:927] (4/8) Epoch 11, batch 24100, giga_loss[loss=0.2405, simple_loss=0.3291, pruned_loss=0.07594, over 12342.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0286, over 48.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3184, pruned_loss=0.08114, over 2474719.83 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07451, over 21508.39 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.06769, over 2469600.12 frames. utt_duration=1187 frames, utt_pad_proportion=0.08025, over 8331.67 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3213, pruned_loss=0.08284, over 2475617.58 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07133, over 22898.26 utterances.], batch size: 48, lr: 3.32e-04
2022-08-27 23:26:03,716 INFO [train.py:927] (4/8) Epoch 11, batch 24150, giga_loss[loss=0.2368, simple_loss=0.3251, pruned_loss=0.07424, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3195, pruned_loss=0.08028, over 2475186.29 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07275, over 21118.11 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2955, pruned_loss=0.06811, over 2469789.50 frames. utt_duration=1176 frames, utt_pad_proportion=0.08298, over 8408.67 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3216, pruned_loss=0.08166, over 2475913.96 frames. utt_duration=440 frames, utt_pad_proportion=0.06912, over 22584.23 utterances.], batch size: 70, lr: 3.32e-04
2022-08-27 23:27:50,999 INFO [train.py:927] (4/8) Epoch 11, batch 24200, giga_loss[loss=0.3013, simple_loss=0.3629, pruned_loss=0.1198, over 12376.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06808, over 212.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3177, pruned_loss=0.07956, over 2475300.00 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07187, over 20376.41 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2951, pruned_loss=0.06786, over 2469904.02 frames. utt_duration=1183 frames, utt_pad_proportion=0.08134, over 8364.17 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3205, pruned_loss=0.0813, over 2475974.35 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06931, over 22033.87 utterances.], batch size: 212, lr: 3.32e-04
2022-08-27 23:29:35,934 INFO [train.py:927] (4/8) Epoch 11, batch 24250, giga_loss[loss=0.245, simple_loss=0.32, pruned_loss=0.08501, over 12410.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03266, over 80.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3154, pruned_loss=0.07904, over 2474941.48 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06642, over 19337.00 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.295, pruned_loss=0.06793, over 2469553.74 frames. utt_duration=1183 frames, utt_pad_proportion=0.08097, over 8360.87 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3181, pruned_loss=0.08055, over 2475882.30 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06471, over 20861.16 utterances.], batch size: 80, lr: 3.32e-04
2022-08-27 23:31:19,152 INFO [train.py:927] (4/8) Epoch 11, batch 24300, giga_loss[loss=0.2184, simple_loss=0.3051, pruned_loss=0.06578, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04119, over 113.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3143, pruned_loss=0.07743, over 2475290.17 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06424, over 18770.38 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.295, pruned_loss=0.06794, over 2469276.99 frames. utt_duration=1186 frames, utt_pad_proportion=0.08008, over 8335.58 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3167, pruned_loss=0.07876, over 2476374.76 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06325, over 20143.84 utterances.], batch size: 113, lr: 3.32e-04
2022-08-27 23:33:03,715 INFO [train.py:927] (4/8) Epoch 11, batch 24350, giga_loss[loss=0.3139, simple_loss=0.3603, pruned_loss=0.1338, over 12375.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3144, pruned_loss=0.07725, over 2474648.71 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06376, over 18995.45 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.295, pruned_loss=0.06797, over 2469119.93 frames. utt_duration=1185 frames, utt_pad_proportion=0.0797, over 8342.64 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3166, pruned_loss=0.07844, over 2475756.48 frames. utt_duration=490 frames, utt_pad_proportion=0.06304, over 20268.55 utterances.], batch size: 257, lr: 3.32e-04
2022-08-27 23:34:46,703 INFO [train.py:927] (4/8) Epoch 11, batch 24400, libri_loss[loss=0.1444, simple_loss=0.2321, pruned_loss=0.02832, over 12280.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.03905, over 27.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3118, pruned_loss=0.07658, over 2474696.71 frames. utt_duration=526.1 frames, utt_pad_proportion=0.065, over 18867.03 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06786, over 2469104.13 frames. utt_duration=1193 frames, utt_pad_proportion=0.07754, over 8292.42 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3147, pruned_loss=0.07801, over 2475810.12 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06501, over 20350.03 utterances.], batch size: 27, lr: 3.32e-04
2022-08-27 23:36:31,521 INFO [train.py:927] (4/8) Epoch 11, batch 24450, giga_loss[loss=0.2488, simple_loss=0.321, pruned_loss=0.08827, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3111, pruned_loss=0.07696, over 2474840.72 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06564, over 18875.31 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2948, pruned_loss=0.06786, over 2468989.38 frames. utt_duration=1195 frames, utt_pad_proportion=0.07638, over 8272.80 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3136, pruned_loss=0.07826, over 2475922.11 frames. utt_duration=490 frames, utt_pad_proportion=0.066, over 20273.14 utterances.], batch size: 146, lr: 3.32e-04
2022-08-27 23:38:17,485 INFO [train.py:927] (4/8) Epoch 11, batch 24500, libri_loss[loss=0.2486, simple_loss=0.3309, pruned_loss=0.08316, over 12388.00 frames. utt_duration=764 frames, utt_pad_proportion=0.1308, over 65.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3092, pruned_loss=0.07668, over 2474631.44 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07314, over 19107.99 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2952, pruned_loss=0.0681, over 2468867.22 frames. utt_duration=1187 frames, utt_pad_proportion=0.07934, over 8332.51 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3113, pruned_loss=0.07784, over 2475818.60 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07179, over 20585.91 utterances.], batch size: 65, lr: 3.32e-04
2022-08-27 23:40:02,181 INFO [train.py:927] (4/8) Epoch 11, batch 24550, giga_loss[loss=0.1978, simple_loss=0.2846, pruned_loss=0.0555, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.03498, over 26.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3094, pruned_loss=0.07678, over 2474321.44 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07208, over 19378.95 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2948, pruned_loss=0.06794, over 2468608.63 frames. utt_duration=1191 frames, utt_pad_proportion=0.07854, over 8299.69 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3116, pruned_loss=0.07795, over 2475568.10 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07134, over 20717.46 utterances.], batch size: 26, lr: 3.32e-04
2022-08-27 23:41:43,585 INFO [train.py:927] (4/8) Epoch 11, batch 24600, giga_loss[loss=0.2164, simple_loss=0.3007, pruned_loss=0.06603, over 12380.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3102, pruned_loss=0.07639, over 2474358.51 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07551, over 19737.45 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2953, pruned_loss=0.06811, over 2468881.07 frames. utt_duration=1181 frames, utt_pad_proportion=0.08184, over 8371.32 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3119, pruned_loss=0.07732, over 2475212.44 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07341, over 20927.84 utterances.], batch size: 91, lr: 3.32e-04
2022-08-27 23:43:27,653 INFO [train.py:927] (4/8) Epoch 11, batch 24650, giga_loss[loss=0.2354, simple_loss=0.3093, pruned_loss=0.08074, over 12390.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3105, pruned_loss=0.07638, over 2474004.57 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06986, over 19129.09 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2953, pruned_loss=0.06818, over 2468846.83 frames. utt_duration=1182 frames, utt_pad_proportion=0.08131, over 8364.66 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07711, over 2474751.76 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06859, over 20171.26 utterances.], batch size: 91, lr: 3.32e-04
2022-08-27 23:45:13,061 INFO [train.py:927] (4/8) Epoch 11, batch 24700, giga_loss[loss=0.2125, simple_loss=0.2796, pruned_loss=0.07269, over 12294.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03051, over 28.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3126, pruned_loss=0.07869, over 2474494.59 frames. utt_duration=508 frames, utt_pad_proportion=0.07192, over 19541.69 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2956, pruned_loss=0.06844, over 2469028.69 frames. utt_duration=1184 frames, utt_pad_proportion=0.08042, over 8349.60 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3137, pruned_loss=0.07922, over 2475028.80 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07114, over 20599.20 utterances.], batch size: 28, lr: 3.32e-04
2022-08-27 23:46:54,075 INFO [train.py:927] (4/8) Epoch 11, batch 24750, libri_loss[loss=0.2298, simple_loss=0.3147, pruned_loss=0.0725, over 12309.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007252, over 36.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3145, pruned_loss=0.08077, over 2474317.62 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07689, over 20236.42 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2959, pruned_loss=0.06844, over 2469186.11 frames. utt_duration=1191 frames, utt_pad_proportion=0.078, over 8306.49 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08164, over 2474830.44 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07685, over 21564.91 utterances.], batch size: 36, lr: 3.32e-04
2022-08-27 23:48:34,935 INFO [train.py:927] (4/8) Epoch 11, batch 24800, giga_loss[loss=0.2006, simple_loss=0.2947, pruned_loss=0.05324, over 12377.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02783, over 70.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07938, over 2474465.78 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07833, over 20536.72 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2963, pruned_loss=0.06842, over 2469309.18 frames. utt_duration=1191 frames, utt_pad_proportion=0.07747, over 8304.40 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3144, pruned_loss=0.08018, over 2474797.06 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07842, over 21699.05 utterances.], batch size: 70, lr: 3.32e-04
2022-08-27 23:50:16,978 INFO [train.py:927] (4/8) Epoch 11, batch 24850, giga_loss[loss=0.2511, simple_loss=0.3183, pruned_loss=0.09191, over 12406.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3129, pruned_loss=0.07875, over 2474128.02 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07589, over 20758.46 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.296, pruned_loss=0.06841, over 2469297.05 frames. utt_duration=1195 frames, utt_pad_proportion=0.07599, over 8274.78 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07969, over 2474549.02 frames. utt_duration=450.3 frames, utt_pad_proportion=0.0766, over 22055.96 utterances.], batch size: 146, lr: 3.32e-04
2022-08-27 23:52:03,273 INFO [train.py:927] (4/8) Epoch 11, batch 24900, giga_loss[loss=0.2257, simple_loss=0.2999, pruned_loss=0.07571, over 12359.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02687, over 48.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3103, pruned_loss=0.07759, over 2474623.63 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07412, over 20443.77 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2957, pruned_loss=0.06827, over 2469307.57 frames. utt_duration=1198 frames, utt_pad_proportion=0.07543, over 8258.07 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3118, pruned_loss=0.07855, over 2474976.25 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07497, over 21587.68 utterances.], batch size: 48, lr: 3.32e-04
2022-08-27 23:53:44,690 INFO [train.py:927] (4/8) Epoch 11, batch 24950, giga_loss[loss=0.2514, simple_loss=0.3314, pruned_loss=0.08576, over 12376.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3116, pruned_loss=0.07798, over 2474346.55 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07234, over 19976.64 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2962, pruned_loss=0.0686, over 2469314.43 frames. utt_duration=1201 frames, utt_pad_proportion=0.07349, over 8232.07 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3128, pruned_loss=0.0788, over 2474830.43 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07383, over 21376.44 utterances.], batch size: 66, lr: 3.32e-04
2022-08-27 23:55:30,248 INFO [train.py:927] (4/8) Epoch 11, batch 25000, giga_loss[loss=0.2596, simple_loss=0.3443, pruned_loss=0.08746, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0733, over 213.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.315, pruned_loss=0.07766, over 2474165.33 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07216, over 20266.49 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.297, pruned_loss=0.06905, over 2469529.63 frames. utt_duration=1181 frames, utt_pad_proportion=0.07961, over 8373.76 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3158, pruned_loss=0.07818, over 2474501.43 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07138, over 21578.25 utterances.], batch size: 213, lr: 3.32e-04
2022-08-27 23:57:13,584 INFO [train.py:927] (4/8) Epoch 11, batch 25050, giga_loss[loss=0.2213, simple_loss=0.3102, pruned_loss=0.06622, over 12453.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03044, over 55.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3163, pruned_loss=0.07855, over 2474424.52 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07059, over 19609.17 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2974, pruned_loss=0.06927, over 2469666.19 frames. utt_duration=1172 frames, utt_pad_proportion=0.08261, over 8442.17 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.317, pruned_loss=0.07901, over 2474700.84 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06878, over 20912.57 utterances.], batch size: 55, lr: 3.32e-04
2022-08-27 23:59:02,313 INFO [train.py:927] (4/8) Epoch 11, batch 25100, giga_loss[loss=0.2046, simple_loss=0.2965, pruned_loss=0.0563, over 12418.00 frames. utt_duration=754.3 frames, utt_pad_proportion=0.02298, over 66.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3162, pruned_loss=0.07967, over 2474185.78 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07903, over 20159.99 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2971, pruned_loss=0.0692, over 2469778.33 frames. utt_duration=1177 frames, utt_pad_proportion=0.08146, over 8401.64 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3174, pruned_loss=0.08026, over 2474406.30 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0775, over 21426.46 utterances.], batch size: 66, lr: 3.32e-04
2022-08-28 00:00:46,348 INFO [train.py:927] (4/8) Epoch 11, batch 25150, giga_loss[loss=0.2145, simple_loss=0.2902, pruned_loss=0.06939, over 12193.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03437, over 42.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3148, pruned_loss=0.08013, over 2474165.02 frames. utt_duration=484.6 frames, utt_pad_proportion=0.0802, over 20482.44 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.297, pruned_loss=0.06916, over 2469771.61 frames. utt_duration=1180 frames, utt_pad_proportion=0.0803, over 8384.69 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3162, pruned_loss=0.08084, over 2474422.23 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07935, over 21715.07 utterances.], batch size: 42, lr: 3.32e-04
2022-08-28 00:02:31,320 INFO [train.py:927] (4/8) Epoch 11, batch 25200, libri_loss[loss=0.2138, simple_loss=0.2956, pruned_loss=0.06602, over 12478.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005672, over 37.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3143, pruned_loss=0.08031, over 2474633.78 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07566, over 19818.15 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2968, pruned_loss=0.0691, over 2469966.39 frames. utt_duration=1184 frames, utt_pad_proportion=0.07911, over 8355.28 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3159, pruned_loss=0.0811, over 2474730.60 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07561, over 21025.71 utterances.], batch size: 37, lr: 3.32e-04
2022-08-28 00:04:14,438 INFO [train.py:927] (4/8) Epoch 11, batch 25250, giga_loss[loss=0.2177, simple_loss=0.2992, pruned_loss=0.06812, over 12386.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3136, pruned_loss=0.08024, over 2475344.71 frames. utt_duration=508 frames, utt_pad_proportion=0.07524, over 19545.97 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2971, pruned_loss=0.06928, over 2470057.78 frames. utt_duration=1174 frames, utt_pad_proportion=0.08159, over 8428.66 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3151, pruned_loss=0.08101, over 2475459.26 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07427, over 20750.38 utterances.], batch size: 58, lr: 3.32e-04
2022-08-28 00:05:55,753 INFO [train.py:927] (4/8) Epoch 11, batch 25300, giga_loss[loss=0.2289, simple_loss=0.3107, pruned_loss=0.07358, over 12305.00 frames. utt_duration=913 frames, utt_pad_proportion=0.02461, over 54.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3122, pruned_loss=0.07964, over 2474435.53 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07559, over 19430.67 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2967, pruned_loss=0.06916, over 2469761.31 frames. utt_duration=1172 frames, utt_pad_proportion=0.08333, over 8439.18 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3144, pruned_loss=0.08078, over 2474988.61 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07407, over 20802.26 utterances.], batch size: 54, lr: 3.32e-04
2022-08-28 00:07:38,162 INFO [train.py:927] (4/8) Epoch 11, batch 25350, giga_loss[loss=0.2294, simple_loss=0.3046, pruned_loss=0.07706, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0302, over 45.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3126, pruned_loss=0.07924, over 2474280.91 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07266, over 19109.92 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2964, pruned_loss=0.06901, over 2469743.98 frames. utt_duration=1176 frames, utt_pad_proportion=0.08234, over 8414.74 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3149, pruned_loss=0.08053, over 2474855.24 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07186, over 20507.03 utterances.], batch size: 45, lr: 3.32e-04
2022-08-28 00:09:24,438 INFO [train.py:927] (4/8) Epoch 11, batch 25400, giga_loss[loss=0.1975, simple_loss=0.2993, pruned_loss=0.04781, over 12286.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02515, over 54.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3118, pruned_loss=0.07857, over 2474257.35 frames. utt_duration=507.1 frames, utt_pad_proportion=0.07841, over 19575.34 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2957, pruned_loss=0.06864, over 2469775.64 frames. utt_duration=1184 frames, utt_pad_proportion=0.08076, over 8353.13 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3147, pruned_loss=0.08019, over 2474799.40 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07788, over 21031.99 utterances.], batch size: 54, lr: 3.32e-04
2022-08-28 00:11:09,596 INFO [train.py:927] (4/8) Epoch 11, batch 25450, libri_loss[loss=0.1812, simple_loss=0.2671, pruned_loss=0.04769, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005771, over 33.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3139, pruned_loss=0.07732, over 2473547.85 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07854, over 19369.47 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2954, pruned_loss=0.06841, over 2469605.65 frames. utt_duration=1188 frames, utt_pad_proportion=0.07938, over 8325.45 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3169, pruned_loss=0.07904, over 2474232.24 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07861, over 20819.06 utterances.], batch size: 33, lr: 3.32e-04
2022-08-28 00:12:53,485 INFO [train.py:927] (4/8) Epoch 11, batch 25500, libri_loss[loss=0.227, simple_loss=0.3211, pruned_loss=0.06647, over 12449.00 frames. utt_duration=779.5 frames, utt_pad_proportion=0.1142, over 64.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3172, pruned_loss=0.08031, over 2474019.92 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07962, over 19957.72 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2953, pruned_loss=0.06836, over 2469399.81 frames. utt_duration=1190 frames, utt_pad_proportion=0.07871, over 8307.90 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3201, pruned_loss=0.08198, over 2474829.58 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07986, over 21395.12 utterances.], batch size: 64, lr: 3.32e-04
2022-08-28 00:14:37,388 INFO [train.py:927] (4/8) Epoch 11, batch 25550, giga_loss[loss=0.2252, simple_loss=0.3112, pruned_loss=0.06954, over 12315.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3184, pruned_loss=0.08167, over 2474128.49 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07587, over 19752.30 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2955, pruned_loss=0.06853, over 2469308.89 frames. utt_duration=1192 frames, utt_pad_proportion=0.07775, over 8299.59 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3212, pruned_loss=0.08321, over 2474989.11 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07662, over 21222.50 utterances.], batch size: 74, lr: 3.32e-04
2022-08-28 00:16:20,078 INFO [train.py:927] (4/8) Epoch 11, batch 25600, giga_loss[loss=0.2748, simple_loss=0.3506, pruned_loss=0.0995, over 12377.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05274, over 161.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3182, pruned_loss=0.08041, over 2474460.74 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07175, over 19776.73 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2953, pruned_loss=0.06851, over 2469133.63 frames. utt_duration=1195 frames, utt_pad_proportion=0.07688, over 8276.24 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3208, pruned_loss=0.08181, over 2475360.23 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07287, over 21108.64 utterances.], batch size: 161, lr: 3.32e-04
2022-08-28 00:18:04,897 INFO [train.py:927] (4/8) Epoch 11, batch 25650, giga_loss[loss=0.2122, simple_loss=0.2916, pruned_loss=0.06642, over 12240.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03229, over 45.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3175, pruned_loss=0.0793, over 2474444.02 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07397, over 20086.10 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2951, pruned_loss=0.0683, over 2469205.69 frames. utt_duration=1199 frames, utt_pad_proportion=0.07568, over 8248.32 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3205, pruned_loss=0.08096, over 2475247.18 frames. utt_duration=461 frames, utt_pad_proportion=0.07504, over 21546.50 utterances.], batch size: 45, lr: 3.31e-04
2022-08-28 00:19:47,971 INFO [train.py:927] (4/8) Epoch 11, batch 25700, giga_loss[loss=0.1978, simple_loss=0.2897, pruned_loss=0.0529, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03253, over 58.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3179, pruned_loss=0.08015, over 2474579.40 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07653, over 20274.18 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2954, pruned_loss=0.06856, over 2469305.91 frames. utt_duration=1187 frames, utt_pad_proportion=0.07961, over 8330.77 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3205, pruned_loss=0.08149, over 2475223.77 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07583, over 21628.49 utterances.], batch size: 58, lr: 3.31e-04
2022-08-28 00:21:33,579 INFO [train.py:927] (4/8) Epoch 11, batch 25750, libri_loss[loss=0.1917, simple_loss=0.2715, pruned_loss=0.05591, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008922, over 30.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3155, pruned_loss=0.07972, over 2474915.82 frames. utt_duration=482.1 frames, utt_pad_proportion=0.08399, over 20598.44 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2953, pruned_loss=0.06857, over 2469302.46 frames. utt_duration=1190 frames, utt_pad_proportion=0.07875, over 8308.90 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.318, pruned_loss=0.08093, over 2475479.40 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08338, over 21861.13 utterances.], batch size: 30, lr: 3.31e-04
2022-08-28 00:23:18,918 INFO [train.py:927] (4/8) Epoch 11, batch 25800, giga_loss[loss=0.2453, simple_loss=0.3234, pruned_loss=0.08361, over 12439.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07938, over 2474150.87 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07742, over 19869.77 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.295, pruned_loss=0.06839, over 2468877.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07695, over 8269.60 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3167, pruned_loss=0.08102, over 2475249.13 frames. utt_duration=462.5 frames, utt_pad_proportion=0.078, over 21474.97 utterances.], batch size: 75, lr: 3.31e-04
2022-08-28 00:24:59,383 INFO [train.py:927] (4/8) Epoch 11, batch 25850, giga_loss[loss=0.2236, simple_loss=0.3068, pruned_loss=0.07022, over 12384.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03072, over 62.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3136, pruned_loss=0.0799, over 2473965.84 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07726, over 20247.35 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2946, pruned_loss=0.06815, over 2468704.34 frames. utt_duration=1201 frames, utt_pad_proportion=0.07589, over 8231.47 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08165, over 2475100.43 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07812, over 21784.64 utterances.], batch size: 62, lr: 3.31e-04
2022-08-28 00:26:38,619 INFO [train.py:927] (4/8) Epoch 11, batch 25900, giga_loss[loss=0.2291, simple_loss=0.3179, pruned_loss=0.07014, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02774, over 48.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3106, pruned_loss=0.07667, over 2474086.38 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07758, over 20601.58 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2947, pruned_loss=0.06808, over 2468897.72 frames. utt_duration=1192 frames, utt_pad_proportion=0.07875, over 8292.53 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3134, pruned_loss=0.07836, over 2474938.86 frames. utt_duration=450.1 frames, utt_pad_proportion=0.0773, over 22068.52 utterances.], batch size: 48, lr: 3.31e-04
2022-08-28 00:28:29,232 INFO [train.py:927] (4/8) Epoch 11, batch 25950, giga_loss[loss=0.2, simple_loss=0.2783, pruned_loss=0.06082, over 12437.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.0288, over 55.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3092, pruned_loss=0.07592, over 2474712.67 frames. utt_duration=484 frames, utt_pad_proportion=0.07611, over 20515.65 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2946, pruned_loss=0.068, over 2469084.74 frames. utt_duration=1184 frames, utt_pad_proportion=0.08194, over 8350.86 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3119, pruned_loss=0.07748, over 2475326.94 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07474, over 21849.51 utterances.], batch size: 55, lr: 3.31e-04
2022-08-28 00:30:10,622 INFO [train.py:927] (4/8) Epoch 11, batch 26000, giga_loss[loss=0.2905, simple_loss=0.339, pruned_loss=0.1209, over 12356.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3082, pruned_loss=0.07605, over 2474201.59 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07461, over 20711.65 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2942, pruned_loss=0.06782, over 2468626.85 frames. utt_duration=1188 frames, utt_pad_proportion=0.08103, over 8319.93 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3109, pruned_loss=0.07759, over 2475237.55 frames. utt_duration=451 frames, utt_pad_proportion=0.07386, over 22024.61 utterances.], batch size: 368, lr: 3.31e-04
2022-08-28 00:31:52,070 INFO [train.py:927] (4/8) Epoch 11, batch 26050, giga_loss[loss=0.2754, simple_loss=0.3491, pruned_loss=0.1008, over 12386.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3116, pruned_loss=0.07791, over 2474068.22 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07427, over 21421.58 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2947, pruned_loss=0.06814, over 2468664.44 frames. utt_duration=1189 frames, utt_pad_proportion=0.08039, over 8315.75 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3135, pruned_loss=0.07892, over 2474898.82 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07388, over 22564.89 utterances.], batch size: 133, lr: 3.31e-04
2022-08-28 00:33:34,927 INFO [train.py:927] (4/8) Epoch 11, batch 26100, giga_loss[loss=0.2721, simple_loss=0.3374, pruned_loss=0.1034, over 12391.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07343, over 212.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3127, pruned_loss=0.07932, over 2473764.39 frames. utt_duration=448 frames, utt_pad_proportion=0.07929, over 22160.70 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2952, pruned_loss=0.06839, over 2468569.42 frames. utt_duration=1177 frames, utt_pad_proportion=0.08369, over 8400.82 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.314, pruned_loss=0.0801, over 2474586.89 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07775, over 23232.31 utterances.], batch size: 212, lr: 3.31e-04
2022-08-28 00:35:27,458 INFO [train.py:927] (4/8) Epoch 11, batch 26150, giga_loss[loss=0.2601, simple_loss=0.342, pruned_loss=0.08907, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03014, over 85.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3143, pruned_loss=0.07953, over 2474209.63 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07778, over 21377.64 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.296, pruned_loss=0.06878, over 2468880.80 frames. utt_duration=1145 frames, utt_pad_proportion=0.09409, over 8634.63 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3151, pruned_loss=0.08001, over 2474686.72 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07241, over 22305.56 utterances.], batch size: 85, lr: 3.31e-04
2022-08-28 00:36:13,769 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-28 00:38:40,105 INFO [train.py:927] (4/8) Epoch 12, batch 50, giga_loss[loss=0.2133, simple_loss=0.2899, pruned_loss=0.06839, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02575, over 45.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.314, pruned_loss=0.06876, over 547920.48 frames. utt_duration=606.7 frames, utt_pad_proportion=0.04789, over 3621.23 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.289, pruned_loss=0.05306, over 60722.66 frames. utt_duration=1388 frames, utt_pad_proportion=0.0198, over 175.24 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3166, pruned_loss=0.0704, over 499502.28 frames. utt_duration=573.3 frames, utt_pad_proportion=0.0491, over 3494.18 utterances.], batch size: 45, lr: 3.23e-04
2022-08-28 00:40:20,792 INFO [train.py:927] (4/8) Epoch 12, batch 100, giga_loss[loss=0.1838, simple_loss=0.2514, pruned_loss=0.05811, over 12228.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03138, over 39.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2951, pruned_loss=0.06093, over 974223.58 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06354, over 6860.08 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2923, pruned_loss=0.05247, over 132040.59 frames. utt_duration=1316 frames, utt_pad_proportion=0.02873, over 401.75 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2956, pruned_loss=0.06206, over 889791.07 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06528, over 6711.26 utterances.], batch size: 39, lr: 3.23e-04
2022-08-28 00:42:02,375 INFO [train.py:927] (4/8) Epoch 12, batch 150, giga_loss[loss=0.1882, simple_loss=0.2733, pruned_loss=0.05151, over 12397.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02556, over 91.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2815, pruned_loss=0.05512, over 1306158.40 frames. utt_duration=536 frames, utt_pad_proportion=0.06308, over 9774.05 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.301, pruned_loss=0.05691, over 189524.14 frames. utt_duration=1150 frames, utt_pad_proportion=0.07634, over 660.19 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2794, pruned_loss=0.05502, over 1209608.63 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06229, over 9614.07 utterances.], batch size: 91, lr: 3.23e-04
2022-08-28 00:43:40,747 INFO [train.py:927] (4/8) Epoch 12, batch 200, giga_loss[loss=0.16, simple_loss=0.2389, pruned_loss=0.04049, over 12433.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03582, over 105.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2711, pruned_loss=0.05097, over 1565189.45 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06438, over 11644.48 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2969, pruned_loss=0.05608, over 279646.78 frames. utt_duration=1091 frames, utt_pad_proportion=0.09319, over 1026.71 utterances.], giga_tot_loss[loss=0.1847, simple_loss=0.2683, pruned_loss=0.05053, over 1449471.89 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06224, over 11539.34 utterances.], batch size: 105, lr: 3.23e-04
2022-08-28 00:45:20,953 INFO [train.py:927] (4/8) Epoch 12, batch 250, giga_loss[loss=0.1844, simple_loss=0.2642, pruned_loss=0.05226, over 12468.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03454, over 86.00 utterances.], tot_loss[loss=0.1822, simple_loss=0.2663, pruned_loss=0.04909, over 1766996.35 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05743, over 12781.26 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2979, pruned_loss=0.05668, over 333772.31 frames. utt_duration=1111 frames, utt_pad_proportion=0.08559, over 1203.38 utterances.], giga_tot_loss[loss=0.1797, simple_loss=0.2628, pruned_loss=0.04833, over 1656891.59 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05602, over 12795.12 utterances.], batch size: 86, lr: 3.23e-04
2022-08-28 00:47:07,298 INFO [train.py:927] (4/8) Epoch 12, batch 300, giga_loss[loss=0.1522, simple_loss=0.2388, pruned_loss=0.0328, over 12355.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02807, over 66.00 utterances.], tot_loss[loss=0.1778, simple_loss=0.2614, pruned_loss=0.04708, over 1923635.21 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06109, over 14050.03 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2982, pruned_loss=0.05681, over 365579.13 frames. utt_duration=1130 frames, utt_pad_proportion=0.07908, over 1295.88 utterances.], giga_tot_loss[loss=0.1752, simple_loss=0.2579, pruned_loss=0.04624, over 1828413.21 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06043, over 14143.47 utterances.], batch size: 66, lr: 3.23e-04
2022-08-28 00:48:48,451 INFO [train.py:927] (4/8) Epoch 12, batch 350, giga_loss[loss=0.1483, simple_loss=0.2253, pruned_loss=0.03561, over 12478.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02887, over 55.00 utterances.], tot_loss[loss=0.1747, simple_loss=0.2581, pruned_loss=0.0457, over 2045776.58 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06173, over 14832.44 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2976, pruned_loss=0.05627, over 417795.83 frames. utt_duration=1117 frames, utt_pad_proportion=0.07857, over 1497.91 utterances.], giga_tot_loss[loss=0.172, simple_loss=0.2544, pruned_loss=0.04483, over 1958892.93 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06097, over 15018.43 utterances.], batch size: 55, lr: 3.23e-04
2022-08-28 00:50:28,214 INFO [train.py:927] (4/8) Epoch 12, batch 400, giga_loss[loss=0.1623, simple_loss=0.2365, pruned_loss=0.04402, over 12344.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05536, over 34.00 utterances.], tot_loss[loss=0.1712, simple_loss=0.2541, pruned_loss=0.04415, over 2140199.29 frames. utt_duration=577.2 frames, utt_pad_proportion=0.05852, over 14870.42 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2945, pruned_loss=0.05537, over 478255.12 frames. utt_duration=1154 frames, utt_pad_proportion=0.07056, over 1660.04 utterances.], giga_tot_loss[loss=0.1685, simple_loss=0.2505, pruned_loss=0.04326, over 2060724.68 frames. utt_duration=543 frames, utt_pad_proportion=0.05852, over 15221.25 utterances.], batch size: 34, lr: 3.23e-04
2022-08-28 00:52:09,696 INFO [train.py:927] (4/8) Epoch 12, batch 450, giga_loss[loss=0.1922, simple_loss=0.2601, pruned_loss=0.0621, over 12346.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2084, over 371.00 utterances.], tot_loss[loss=0.1685, simple_loss=0.2508, pruned_loss=0.04315, over 2214655.14 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06761, over 16494.00 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2956, pruned_loss=0.0554, over 508302.62 frames. utt_duration=1168 frames, utt_pad_proportion=0.06659, over 1743.72 utterances.], giga_tot_loss[loss=0.1658, simple_loss=0.2471, pruned_loss=0.04226, over 2147694.44 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06774, over 16883.30 utterances.], batch size: 371, lr: 3.23e-04
2022-08-28 00:53:49,571 INFO [train.py:927] (4/8) Epoch 12, batch 500, giga_loss[loss=0.2054, simple_loss=0.301, pruned_loss=0.05495, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.1754, simple_loss=0.258, pruned_loss=0.04641, over 2272468.51 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0717, over 17272.91 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.296, pruned_loss=0.05581, over 566699.18 frames. utt_duration=1148 frames, utt_pad_proportion=0.07677, over 1977.84 utterances.], giga_tot_loss[loss=0.1723, simple_loss=0.254, pruned_loss=0.04537, over 2212457.94 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07082, over 17793.74 utterances.], batch size: 70, lr: 3.23e-04
2022-08-28 00:55:31,790 INFO [train.py:927] (4/8) Epoch 12, batch 550, giga_loss[loss=0.2212, simple_loss=0.3059, pruned_loss=0.06825, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04597, over 31.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2703, pruned_loss=0.05182, over 2317137.59 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06563, over 17090.70 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2947, pruned_loss=0.05532, over 613818.46 frames. utt_duration=1168 frames, utt_pad_proportion=0.07111, over 2105.06 utterances.], giga_tot_loss[loss=0.1846, simple_loss=0.267, pruned_loss=0.05107, over 2265339.68 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06564, over 17719.43 utterances.], batch size: 31, lr: 3.23e-04
2022-08-28 00:57:14,833 INFO [train.py:927] (4/8) Epoch 12, batch 600, giga_loss[loss=0.2085, simple_loss=0.3086, pruned_loss=0.05421, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04207, over 146.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2764, pruned_loss=0.05355, over 2352003.13 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07377, over 18160.37 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2947, pruned_loss=0.0554, over 623116.36 frames. utt_duration=1170 frames, utt_pad_proportion=0.07002, over 2132.54 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2738, pruned_loss=0.05297, over 2310873.34 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07366, over 18695.94 utterances.], batch size: 146, lr: 3.23e-04
2022-08-28 00:58:54,870 INFO [train.py:927] (4/8) Epoch 12, batch 650, giga_loss[loss=0.2012, simple_loss=0.2861, pruned_loss=0.05819, over 12332.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03494, over 51.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.281, pruned_loss=0.05513, over 2379325.04 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07336, over 18602.73 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.296, pruned_loss=0.05656, over 677757.99 frames. utt_duration=1184 frames, utt_pad_proportion=0.06534, over 2292.62 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2783, pruned_loss=0.05436, over 2343624.13 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07381, over 19325.35 utterances.], batch size: 51, lr: 3.23e-04
2022-08-28 01:00:38,758 INFO [train.py:927] (4/8) Epoch 12, batch 700, giga_loss[loss=0.1991, simple_loss=0.2798, pruned_loss=0.05924, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02743, over 48.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2855, pruned_loss=0.05783, over 2400333.83 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07434, over 19265.59 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2943, pruned_loss=0.05598, over 730818.62 frames. utt_duration=1205 frames, utt_pad_proportion=0.06045, over 2429.11 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2834, pruned_loss=0.05739, over 2369578.97 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07519, over 20153.04 utterances.], batch size: 48, lr: 3.23e-04
2022-08-28 01:02:25,715 INFO [train.py:927] (4/8) Epoch 12, batch 750, libri_loss[loss=0.1731, simple_loss=0.2549, pruned_loss=0.04562, over 12197.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.0106, over 29.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2889, pruned_loss=0.05876, over 2416040.39 frames. utt_duration=523 frames, utt_pad_proportion=0.07033, over 18530.00 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2928, pruned_loss=0.05559, over 781774.93 frames. utt_duration=1220 frames, utt_pad_proportion=0.05727, over 2566.41 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2876, pruned_loss=0.05861, over 2390247.02 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07174, over 19565.68 utterances.], batch size: 29, lr: 3.23e-04
2022-08-28 01:04:07,276 INFO [train.py:927] (4/8) Epoch 12, batch 800, libri_loss[loss=0.1888, simple_loss=0.2756, pruned_loss=0.05098, over 12128.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005611, over 32.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2914, pruned_loss=0.05951, over 2428330.89 frames. utt_duration=540.2 frames, utt_pad_proportion=0.07116, over 18029.38 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2924, pruned_loss=0.05566, over 839707.95 frames. utt_duration=1230 frames, utt_pad_proportion=0.05389, over 2734.77 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2904, pruned_loss=0.0595, over 2406333.39 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07289, over 19201.23 utterances.], batch size: 32, lr: 3.23e-04
2022-08-28 01:05:49,082 INFO [train.py:927] (4/8) Epoch 12, batch 850, giga_loss[loss=0.1743, simple_loss=0.2735, pruned_loss=0.03752, over 12222.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03223, over 28.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2929, pruned_loss=0.0593, over 2436772.14 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06779, over 17386.90 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2924, pruned_loss=0.05554, over 855884.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.05272, over 2782.32 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2921, pruned_loss=0.05936, over 2419217.20 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0696, over 18394.63 utterances.], batch size: 28, lr: 3.23e-04
2022-08-28 01:07:29,966 INFO [train.py:927] (4/8) Epoch 12, batch 900, giga_loss[loss=0.2353, simple_loss=0.3179, pruned_loss=0.0764, over 12426.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03865, over 123.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2945, pruned_loss=0.05995, over 2444880.39 frames. utt_duration=558 frames, utt_pad_proportion=0.07369, over 17572.56 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2934, pruned_loss=0.05607, over 880122.17 frames. utt_duration=1201 frames, utt_pad_proportion=0.06305, over 2933.81 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2936, pruned_loss=0.05986, over 2430486.22 frames. utt_duration=529.1 frames, utt_pad_proportion=0.07345, over 18427.46 utterances.], batch size: 123, lr: 3.23e-04
2022-08-28 01:09:10,535 INFO [train.py:927] (4/8) Epoch 12, batch 950, giga_loss[loss=0.2357, simple_loss=0.3123, pruned_loss=0.07959, over 12388.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06898, over 211.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.296, pruned_loss=0.06154, over 2451444.86 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06736, over 17121.49 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2917, pruned_loss=0.05547, over 934873.82 frames. utt_duration=1215 frames, utt_pad_proportion=0.05908, over 3081.13 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2958, pruned_loss=0.06181, over 2439207.00 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06815, over 18122.18 utterances.], batch size: 211, lr: 3.23e-04
2022-08-28 01:10:54,593 INFO [train.py:927] (4/8) Epoch 12, batch 1000, giga_loss[loss=0.1911, simple_loss=0.2765, pruned_loss=0.05284, over 12325.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03447, over 51.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2968, pruned_loss=0.06304, over 2455834.25 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06513, over 17122.28 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2912, pruned_loss=0.05526, over 1002457.39 frames. utt_duration=1220 frames, utt_pad_proportion=0.05644, over 3289.60 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2971, pruned_loss=0.06364, over 2445316.57 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06645, over 18322.32 utterances.], batch size: 51, lr: 3.22e-04
2022-08-28 01:12:35,435 INFO [train.py:927] (4/8) Epoch 12, batch 1050, giga_loss[loss=0.1954, simple_loss=0.2833, pruned_loss=0.05374, over 12411.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.0239, over 66.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2961, pruned_loss=0.06352, over 2459128.37 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06812, over 17587.92 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2909, pruned_loss=0.05522, over 1024025.92 frames. utt_duration=1227 frames, utt_pad_proportion=0.05493, over 3341.98 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2965, pruned_loss=0.06412, over 2450946.28 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06927, over 18678.02 utterances.], batch size: 66, lr: 3.22e-04
2022-08-28 01:14:19,593 INFO [train.py:927] (4/8) Epoch 12, batch 1100, giga_loss[loss=0.2005, simple_loss=0.2799, pruned_loss=0.06054, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.0278, over 91.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2945, pruned_loss=0.06225, over 2462310.73 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06533, over 17399.17 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2909, pruned_loss=0.05505, over 1038161.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.05459, over 3394.39 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2948, pruned_loss=0.06284, over 2456048.14 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06649, over 18330.63 utterances.], batch size: 91, lr: 3.22e-04
2022-08-28 01:16:03,231 INFO [train.py:927] (4/8) Epoch 12, batch 1150, giga_loss[loss=0.1919, simple_loss=0.2708, pruned_loss=0.05649, over 12390.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02937, over 97.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2897, pruned_loss=0.06025, over 2465186.86 frames. utt_duration=550.3 frames, utt_pad_proportion=0.0642, over 17969.11 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.289, pruned_loss=0.05449, over 1087448.46 frames. utt_duration=1244 frames, utt_pad_proportion=0.05201, over 3500.02 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2908, pruned_loss=0.06116, over 2460037.23 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06572, over 19086.07 utterances.], batch size: 97, lr: 3.22e-04
2022-08-28 01:17:44,082 INFO [train.py:927] (4/8) Epoch 12, batch 1200, giga_loss[loss=0.1877, simple_loss=0.2732, pruned_loss=0.05111, over 12377.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04591, over 146.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2864, pruned_loss=0.05952, over 2466997.89 frames. utt_duration=522.8 frames, utt_pad_proportion=0.0684, over 18929.48 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2884, pruned_loss=0.0544, over 1121227.19 frames. utt_duration=1254 frames, utt_pad_proportion=0.05055, over 3581.52 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2876, pruned_loss=0.06041, over 2463209.91 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06974, over 20100.58 utterances.], batch size: 146, lr: 3.22e-04
2022-08-28 01:19:27,064 INFO [train.py:927] (4/8) Epoch 12, batch 1250, giga_loss[loss=0.1797, simple_loss=0.2641, pruned_loss=0.04762, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2866, pruned_loss=0.05966, over 2468139.16 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06775, over 19087.35 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2882, pruned_loss=0.05417, over 1141200.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.04933, over 3634.54 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2876, pruned_loss=0.06053, over 2465260.96 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06913, over 20177.02 utterances.], batch size: 66, lr: 3.22e-04
2022-08-28 01:21:10,593 INFO [train.py:927] (4/8) Epoch 12, batch 1300, giga_loss[loss=0.2113, simple_loss=0.2883, pruned_loss=0.06713, over 12405.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03604, over 113.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2838, pruned_loss=0.05851, over 2469514.29 frames. utt_duration=543 frames, utt_pad_proportion=0.06482, over 18242.91 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2881, pruned_loss=0.05412, over 1147673.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.04894, over 3649.37 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2846, pruned_loss=0.05923, over 2467409.61 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06619, over 19149.81 utterances.], batch size: 113, lr: 3.22e-04
2022-08-28 01:22:52,672 INFO [train.py:927] (4/8) Epoch 12, batch 1350, giga_loss[loss=0.23, simple_loss=0.2929, pruned_loss=0.08358, over 12401.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03502, over 80.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2802, pruned_loss=0.05674, over 2470351.93 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06009, over 17185.71 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2879, pruned_loss=0.05406, over 1187125.79 frames. utt_duration=1253 frames, utt_pad_proportion=0.04927, over 3794.30 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2808, pruned_loss=0.05743, over 2468415.66 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06156, over 18159.52 utterances.], batch size: 80, lr: 3.22e-04
2022-08-28 01:24:33,016 INFO [train.py:927] (4/8) Epoch 12, batch 1400, giga_loss[loss=0.172, simple_loss=0.2583, pruned_loss=0.04289, over 12416.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02741, over 58.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2775, pruned_loss=0.05564, over 2470045.74 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05892, over 16725.14 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2876, pruned_loss=0.05356, over 1224509.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.04733, over 3881.22 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2779, pruned_loss=0.05648, over 2469064.70 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06064, over 17775.23 utterances.], batch size: 58, lr: 3.22e-04
2022-08-28 01:26:14,591 INFO [train.py:927] (4/8) Epoch 12, batch 1450, giga_loss[loss=0.1876, simple_loss=0.2703, pruned_loss=0.05245, over 12358.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03304, over 104.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.275, pruned_loss=0.05462, over 2470716.48 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05613, over 15964.68 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2881, pruned_loss=0.05388, over 1261581.10 frames. utt_duration=1245 frames, utt_pad_proportion=0.0536, over 4057.40 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2747, pruned_loss=0.05519, over 2469794.95 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05666, over 16979.18 utterances.], batch size: 104, lr: 3.22e-04
2022-08-28 01:27:55,799 INFO [train.py:927] (4/8) Epoch 12, batch 1500, giga_loss[loss=0.1704, simple_loss=0.2602, pruned_loss=0.04034, over 12367.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2731, pruned_loss=0.05375, over 2471478.63 frames. utt_duration=616.4 frames, utt_pad_proportion=0.0558, over 16077.10 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2877, pruned_loss=0.05374, over 1279779.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.05262, over 4099.39 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2729, pruned_loss=0.05428, over 2470616.45 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05648, over 17001.85 utterances.], batch size: 62, lr: 3.22e-04
2022-08-28 01:29:40,581 INFO [train.py:927] (4/8) Epoch 12, batch 1550, giga_loss[loss=0.2889, simple_loss=0.3524, pruned_loss=0.1127, over 12385.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2749, pruned_loss=0.05518, over 2472307.55 frames. utt_duration=602 frames, utt_pad_proportion=0.05788, over 16468.09 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.287, pruned_loss=0.05364, over 1303024.60 frames. utt_duration=1258 frames, utt_pad_proportion=0.05121, over 4147.02 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2748, pruned_loss=0.05565, over 2472009.44 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05866, over 17378.39 utterances.], batch size: 258, lr: 3.22e-04
2022-08-28 01:31:24,346 INFO [train.py:927] (4/8) Epoch 12, batch 1600, libri_loss[loss=0.1978, simple_loss=0.2854, pruned_loss=0.0551, over 12151.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005825, over 35.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2808, pruned_loss=0.05829, over 2471809.49 frames. utt_duration=587.4 frames, utt_pad_proportion=0.0583, over 16874.57 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.287, pruned_loss=0.05372, over 1342711.22 frames. utt_duration=1267 frames, utt_pad_proportion=0.04866, over 4243.44 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2804, pruned_loss=0.05872, over 2472139.89 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05953, over 17906.05 utterances.], batch size: 35, lr: 3.22e-04
2022-08-28 01:33:09,087 INFO [train.py:927] (4/8) Epoch 12, batch 1650, giga_loss[loss=0.2688, simple_loss=0.342, pruned_loss=0.09775, over 12354.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.21, over 372.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2861, pruned_loss=0.06105, over 2471092.91 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06733, over 17621.60 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2872, pruned_loss=0.05404, over 1381140.19 frames. utt_duration=1243 frames, utt_pad_proportion=0.05643, over 4451.62 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2855, pruned_loss=0.06143, over 2471788.74 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06634, over 18667.29 utterances.], batch size: 372, lr: 3.22e-04
2022-08-28 01:34:50,150 INFO [train.py:927] (4/8) Epoch 12, batch 1700, giga_loss[loss=0.2337, simple_loss=0.3231, pruned_loss=0.07217, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04215, over 26.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2921, pruned_loss=0.06323, over 2471600.90 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06968, over 18187.44 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2876, pruned_loss=0.05406, over 1408060.23 frames. utt_duration=1229 frames, utt_pad_proportion=0.06142, over 4588.31 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2914, pruned_loss=0.06369, over 2472224.33 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06777, over 19198.21 utterances.], batch size: 26, lr: 3.22e-04
2022-08-28 01:36:28,432 INFO [train.py:927] (4/8) Epoch 12, batch 1750, giga_loss[loss=0.1825, simple_loss=0.2793, pruned_loss=0.04282, over 12414.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02377, over 66.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2943, pruned_loss=0.06238, over 2472814.40 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06362, over 17947.73 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2871, pruned_loss=0.05379, over 1444639.61 frames. utt_duration=1239 frames, utt_pad_proportion=0.05861, over 4670.41 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2943, pruned_loss=0.06321, over 2473449.52 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06307, over 19132.47 utterances.], batch size: 66, lr: 3.22e-04
2022-08-28 01:38:13,040 INFO [train.py:927] (4/8) Epoch 12, batch 1800, giga_loss[loss=0.2, simple_loss=0.2928, pruned_loss=0.05362, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2916, pruned_loss=0.05979, over 2472980.56 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05935, over 17364.28 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2862, pruned_loss=0.05344, over 1470052.14 frames. utt_duration=1250 frames, utt_pad_proportion=0.05747, over 4709.38 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2922, pruned_loss=0.0608, over 2473515.61 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05943, over 18554.05 utterances.], batch size: 58, lr: 3.22e-04
2022-08-28 01:39:57,807 INFO [train.py:927] (4/8) Epoch 12, batch 1850, giga_loss[loss=0.2247, simple_loss=0.3114, pruned_loss=0.06897, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03433, over 62.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2928, pruned_loss=0.06025, over 2473219.82 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05879, over 17724.44 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05338, over 1480035.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.05695, over 4724.27 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2935, pruned_loss=0.06113, over 2473660.12 frames. utt_duration=529 frames, utt_pad_proportion=0.05899, over 18757.41 utterances.], batch size: 62, lr: 3.22e-04
2022-08-28 01:41:40,886 INFO [train.py:927] (4/8) Epoch 12, batch 1900, giga_loss[loss=0.1856, simple_loss=0.2734, pruned_loss=0.04892, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03097, over 28.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2948, pruned_loss=0.06167, over 2472694.69 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05963, over 17652.10 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2864, pruned_loss=0.05367, over 1514308.56 frames. utt_duration=1256 frames, utt_pad_proportion=0.05469, over 4829.10 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2953, pruned_loss=0.06247, over 2473007.21 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06028, over 18806.53 utterances.], batch size: 28, lr: 3.22e-04
2022-08-28 01:43:27,146 INFO [train.py:927] (4/8) Epoch 12, batch 1950, giga_loss[loss=0.2171, simple_loss=0.2999, pruned_loss=0.06718, over 12393.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2958, pruned_loss=0.06239, over 2472802.10 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05856, over 17454.16 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2857, pruned_loss=0.05349, over 1547146.63 frames. utt_duration=1258 frames, utt_pad_proportion=0.05359, over 4924.14 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2969, pruned_loss=0.06342, over 2473266.06 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05953, over 18709.96 utterances.], batch size: 51, lr: 3.22e-04
2022-08-28 01:45:18,743 INFO [train.py:927] (4/8) Epoch 12, batch 2000, giga_loss[loss=0.2343, simple_loss=0.3177, pruned_loss=0.07546, over 12425.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0614, over 183.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2971, pruned_loss=0.06349, over 2473655.89 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05918, over 17634.23 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2854, pruned_loss=0.05333, over 1556337.37 frames. utt_duration=1261 frames, utt_pad_proportion=0.05295, over 4940.85 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2983, pruned_loss=0.06449, over 2474053.90 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06007, over 18718.87 utterances.], batch size: 183, lr: 3.22e-04
2022-08-28 01:47:01,535 INFO [train.py:927] (4/8) Epoch 12, batch 2050, libri_loss[loss=0.1642, simple_loss=0.2505, pruned_loss=0.03896, over 12262.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01219, over 28.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2997, pruned_loss=0.0647, over 2473201.02 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05828, over 17567.42 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05325, over 1583313.61 frames. utt_duration=1254 frames, utt_pad_proportion=0.05346, over 5056.36 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3009, pruned_loss=0.06583, over 2473711.04 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05896, over 18667.45 utterances.], batch size: 28, lr: 3.22e-04
2022-08-28 01:48:44,761 INFO [train.py:927] (4/8) Epoch 12, batch 2100, giga_loss[loss=0.2313, simple_loss=0.3101, pruned_loss=0.07629, over 12385.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.0271, over 70.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2995, pruned_loss=0.0649, over 2472924.26 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06036, over 17390.72 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2852, pruned_loss=0.05322, over 1605344.69 frames. utt_duration=1262 frames, utt_pad_proportion=0.05198, over 5094.67 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.301, pruned_loss=0.06607, over 2473332.29 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06123, over 18523.16 utterances.], batch size: 70, lr: 3.22e-04
2022-08-28 01:50:29,154 INFO [train.py:927] (4/8) Epoch 12, batch 2150, giga_loss[loss=0.2269, simple_loss=0.2989, pruned_loss=0.07746, over 12272.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02699, over 45.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2987, pruned_loss=0.06537, over 2472845.77 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06248, over 17280.82 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.285, pruned_loss=0.05318, over 1618087.66 frames. utt_duration=1265 frames, utt_pad_proportion=0.05108, over 5122.09 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3002, pruned_loss=0.06646, over 2473329.28 frames. utt_duration=542 frames, utt_pad_proportion=0.06332, over 18305.38 utterances.], batch size: 45, lr: 3.22e-04
2022-08-28 01:52:10,445 INFO [train.py:927] (4/8) Epoch 12, batch 2200, libri_loss[loss=0.2001, simple_loss=0.3117, pruned_loss=0.04424, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006131, over 35.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.299, pruned_loss=0.06505, over 2472534.42 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06028, over 16630.06 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2856, pruned_loss=0.05331, over 1646869.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.05605, over 5261.63 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3002, pruned_loss=0.06623, over 2473572.24 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05976, over 17706.72 utterances.], batch size: 35, lr: 3.22e-04
2022-08-28 01:53:55,546 INFO [train.py:927] (4/8) Epoch 12, batch 2250, libri_loss[loss=0.1596, simple_loss=0.2526, pruned_loss=0.03334, over 12182.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008399, over 30.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3, pruned_loss=0.06539, over 2471692.35 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06231, over 16597.94 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2854, pruned_loss=0.05325, over 1654814.69 frames. utt_duration=1257 frames, utt_pad_proportion=0.05545, over 5272.97 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3012, pruned_loss=0.06647, over 2472776.32 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06197, over 17537.43 utterances.], batch size: 30, lr: 3.22e-04
2022-08-28 01:55:39,887 INFO [train.py:927] (4/8) Epoch 12, batch 2300, giga_loss[loss=0.2014, simple_loss=0.2913, pruned_loss=0.05579, over 12434.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03203, over 80.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3006, pruned_loss=0.06637, over 2471564.57 frames. utt_duration=618.3 frames, utt_pad_proportion=0.05941, over 16029.14 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2856, pruned_loss=0.05344, over 1666839.46 frames. utt_duration=1253 frames, utt_pad_proportion=0.05568, over 5326.63 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3017, pruned_loss=0.06728, over 2472582.31 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05925, over 16873.42 utterances.], batch size: 80, lr: 3.22e-04
2022-08-28 01:57:23,201 INFO [train.py:927] (4/8) Epoch 12, batch 2350, libri_loss[loss=0.2061, simple_loss=0.2912, pruned_loss=0.06057, over 12313.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004903, over 35.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2975, pruned_loss=0.06461, over 2471882.23 frames. utt_duration=633 frames, utt_pad_proportion=0.05814, over 15656.25 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2857, pruned_loss=0.0536, over 1690898.02 frames. utt_duration=1259 frames, utt_pad_proportion=0.05402, over 5379.30 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2986, pruned_loss=0.06557, over 2472518.59 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05863, over 16571.09 utterances.], batch size: 35, lr: 3.22e-04
2022-08-28 01:59:06,053 INFO [train.py:927] (4/8) Epoch 12, batch 2400, giga_loss[loss=0.2015, simple_loss=0.2891, pruned_loss=0.05693, over 12454.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03082, over 80.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2953, pruned_loss=0.06351, over 2471345.96 frames. utt_duration=628.6 frames, utt_pad_proportion=0.06058, over 15762.88 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2858, pruned_loss=0.05365, over 1709982.58 frames. utt_duration=1264 frames, utt_pad_proportion=0.05269, over 5416.48 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2964, pruned_loss=0.06448, over 2472060.64 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06136, over 16700.15 utterances.], batch size: 80, lr: 3.22e-04
2022-08-28 02:00:50,076 INFO [train.py:927] (4/8) Epoch 12, batch 2450, giga_loss[loss=0.2573, simple_loss=0.3223, pruned_loss=0.09615, over 12367.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09492, over 255.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2925, pruned_loss=0.06228, over 2471455.87 frames. utt_duration=629 frames, utt_pad_proportion=0.05954, over 15754.37 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2858, pruned_loss=0.05362, over 1725110.56 frames. utt_duration=1269 frames, utt_pad_proportion=0.05158, over 5443.96 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2935, pruned_loss=0.06323, over 2472018.65 frames. utt_duration=595.1 frames, utt_pad_proportion=0.0606, over 16656.89 utterances.], batch size: 255, lr: 3.22e-04
2022-08-28 02:02:30,744 INFO [train.py:927] (4/8) Epoch 12, batch 2500, giga_loss[loss=0.1779, simple_loss=0.2592, pruned_loss=0.04826, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2894, pruned_loss=0.06113, over 2471692.23 frames. utt_duration=639.9 frames, utt_pad_proportion=0.05629, over 15487.98 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2856, pruned_loss=0.05336, over 1754198.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.0494, over 5501.08 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2906, pruned_loss=0.06236, over 2472381.87 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05807, over 16531.19 utterances.], batch size: 97, lr: 3.22e-04
2022-08-28 02:04:13,219 INFO [train.py:927] (4/8) Epoch 12, batch 2550, giga_loss[loss=0.1771, simple_loss=0.2588, pruned_loss=0.04767, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03067, over 45.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2873, pruned_loss=0.06047, over 2471983.30 frames. utt_duration=627.8 frames, utt_pad_proportion=0.05755, over 15787.93 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2856, pruned_loss=0.05351, over 1768677.16 frames. utt_duration=1277 frames, utt_pad_proportion=0.04891, over 5544.56 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2883, pruned_loss=0.0615, over 2472345.88 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05909, over 16753.65 utterances.], batch size: 45, lr: 3.22e-04
2022-08-28 02:05:55,160 INFO [train.py:927] (4/8) Epoch 12, batch 2600, giga_loss[loss=0.2245, simple_loss=0.3078, pruned_loss=0.07058, over 12256.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02869, over 54.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2885, pruned_loss=0.06016, over 2472567.02 frames. utt_duration=598.3 frames, utt_pad_proportion=0.0569, over 16572.07 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2852, pruned_loss=0.05334, over 1778955.48 frames. utt_duration=1281 frames, utt_pad_proportion=0.04815, over 5560.33 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2895, pruned_loss=0.06117, over 2473037.35 frames. utt_duration=568 frames, utt_pad_proportion=0.05838, over 17460.89 utterances.], batch size: 54, lr: 3.22e-04
2022-08-28 02:07:36,598 INFO [train.py:927] (4/8) Epoch 12, batch 2650, giga_loss[loss=0.1772, simple_loss=0.2624, pruned_loss=0.04603, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03514, over 43.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2897, pruned_loss=0.0601, over 2473108.72 frames. utt_duration=575.9 frames, utt_pad_proportion=0.0616, over 17222.52 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2859, pruned_loss=0.05385, over 1799306.12 frames. utt_duration=1266 frames, utt_pad_proportion=0.05299, over 5692.52 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2903, pruned_loss=0.06077, over 2473707.12 frames. utt_duration=547 frames, utt_pad_proportion=0.06141, over 18138.45 utterances.], batch size: 43, lr: 3.22e-04
2022-08-28 02:09:20,049 INFO [train.py:927] (4/8) Epoch 12, batch 2700, libri_loss[loss=0.1701, simple_loss=0.262, pruned_loss=0.03908, over 12269.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007115, over 32.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2884, pruned_loss=0.05882, over 2473854.01 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05921, over 17618.65 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2857, pruned_loss=0.05373, over 1815648.30 frames. utt_duration=1266 frames, utt_pad_proportion=0.05292, over 5743.84 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.289, pruned_loss=0.05956, over 2474653.16 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05922, over 18564.58 utterances.], batch size: 32, lr: 3.22e-04
2022-08-28 02:11:01,595 INFO [train.py:927] (4/8) Epoch 12, batch 2750, giga_loss[loss=0.206, simple_loss=0.2861, pruned_loss=0.06299, over 12389.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03536, over 80.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2877, pruned_loss=0.05862, over 2473687.75 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06046, over 17637.94 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2857, pruned_loss=0.05389, over 1825072.26 frames. utt_duration=1268 frames, utt_pad_proportion=0.05221, over 5762.65 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2881, pruned_loss=0.05916, over 2474641.30 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06061, over 18516.32 utterances.], batch size: 80, lr: 3.22e-04
2022-08-28 02:12:44,178 INFO [train.py:927] (4/8) Epoch 12, batch 2800, giga_loss[loss=0.2146, simple_loss=0.3001, pruned_loss=0.0645, over 12111.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04208, over 33.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2894, pruned_loss=0.05894, over 2473097.24 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06131, over 17206.71 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2865, pruned_loss=0.05401, over 1841250.43 frames. utt_duration=1255 frames, utt_pad_proportion=0.05372, over 5873.87 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2893, pruned_loss=0.0594, over 2473730.64 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06104, over 18067.27 utterances.], batch size: 33, lr: 3.21e-04
2022-08-28 02:14:26,819 INFO [train.py:927] (4/8) Epoch 12, batch 2850, giga_loss[loss=0.2426, simple_loss=0.3231, pruned_loss=0.08108, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02586, over 91.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2913, pruned_loss=0.05967, over 2473411.25 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05934, over 17063.31 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2863, pruned_loss=0.05395, over 1853859.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05287, over 5888.36 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2914, pruned_loss=0.06016, over 2473847.73 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05954, over 17930.78 utterances.], batch size: 91, lr: 3.21e-04
2022-08-28 02:16:09,061 INFO [train.py:927] (4/8) Epoch 12, batch 2900, giga_loss[loss=0.2536, simple_loss=0.3416, pruned_loss=0.08275, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2924, pruned_loss=0.05956, over 2474068.97 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05471, over 16456.77 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2868, pruned_loss=0.05427, over 1874900.25 frames. utt_duration=1260 frames, utt_pad_proportion=0.05205, over 5958.95 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2924, pruned_loss=0.0599, over 2474713.76 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05542, over 17441.18 utterances.], batch size: 133, lr: 3.21e-04
2022-08-28 02:17:50,326 INFO [train.py:927] (4/8) Epoch 12, batch 2950, giga_loss[loss=0.1966, simple_loss=0.2715, pruned_loss=0.06078, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03186, over 42.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2915, pruned_loss=0.0594, over 2473258.33 frames. utt_duration=618.6 frames, utt_pad_proportion=0.05127, over 16030.83 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2869, pruned_loss=0.05431, over 1889505.20 frames. utt_duration=1265 frames, utt_pad_proportion=0.05088, over 5980.75 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2915, pruned_loss=0.05977, over 2473949.05 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05241, over 17031.76 utterances.], batch size: 42, lr: 3.21e-04
2022-08-28 02:19:31,224 INFO [train.py:927] (4/8) Epoch 12, batch 3000, giga_loss[loss=0.2117, simple_loss=0.3078, pruned_loss=0.0578, over 12338.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03435, over 104.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2897, pruned_loss=0.05895, over 2473051.96 frames. utt_duration=613.7 frames, utt_pad_proportion=0.04811, over 16158.52 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2869, pruned_loss=0.05441, over 1898213.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05118, over 6025.89 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2897, pruned_loss=0.05924, over 2473590.24 frames. utt_duration=582.1 frames, utt_pad_proportion=0.04908, over 17040.79 utterances.], batch size: 104, lr: 3.21e-04
2022-08-28 02:19:31,225 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 02:19:45,381 INFO [train.py:967] (4/8) 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 02:21:23,571 INFO [train.py:927] (4/8) Epoch 12, batch 3050, giga_loss[loss=0.226, simple_loss=0.3248, pruned_loss=0.0636, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03821, over 105.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2905, pruned_loss=0.05874, over 2472783.23 frames. utt_duration=598.9 frames, utt_pad_proportion=0.0518, over 16556.66 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.05454, over 1912424.02 frames. utt_duration=1264 frames, utt_pad_proportion=0.04991, over 6059.95 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2904, pruned_loss=0.05897, over 2473235.81 frames. utt_duration=568.2 frames, utt_pad_proportion=0.0528, over 17458.54 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:23:04,366 INFO [train.py:927] (4/8) Epoch 12, batch 3100, giga_loss[loss=0.1854, simple_loss=0.2781, pruned_loss=0.04632, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2914, pruned_loss=0.0595, over 2473014.16 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05375, over 17404.77 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.05454, over 1920941.02 frames. utt_duration=1267 frames, utt_pad_proportion=0.04923, over 6074.01 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2913, pruned_loss=0.05974, over 2473252.13 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05464, over 18250.28 utterances.], batch size: 146, lr: 3.21e-04
2022-08-28 02:24:45,097 INFO [train.py:927] (4/8) Epoch 12, batch 3150, giga_loss[loss=0.185, simple_loss=0.2607, pruned_loss=0.0546, over 12342.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.04785, over 31.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2899, pruned_loss=0.05995, over 2472294.58 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05765, over 17687.30 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05448, over 1936771.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.0481, over 6093.40 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06032, over 2472930.55 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05857, over 18652.45 utterances.], batch size: 31, lr: 3.21e-04
2022-08-28 02:26:24,472 INFO [train.py:927] (4/8) Epoch 12, batch 3200, giga_loss[loss=0.1964, simple_loss=0.2779, pruned_loss=0.05746, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03613, over 28.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2881, pruned_loss=0.05979, over 2471845.20 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05879, over 17629.78 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2865, pruned_loss=0.05408, over 1957632.53 frames. utt_duration=1278 frames, utt_pad_proportion=0.04761, over 6132.63 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2887, pruned_loss=0.06056, over 2472534.98 frames. utt_duration=527.7 frames, utt_pad_proportion=0.05975, over 18794.66 utterances.], batch size: 28, lr: 3.21e-04
2022-08-28 02:28:02,971 INFO [train.py:927] (4/8) Epoch 12, batch 3250, giga_loss[loss=0.1558, simple_loss=0.2353, pruned_loss=0.03818, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03859, over 30.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2854, pruned_loss=0.0583, over 2472641.40 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05599, over 17411.59 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2867, pruned_loss=0.05419, over 1967768.20 frames. utt_duration=1282 frames, utt_pad_proportion=0.04672, over 6146.89 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2857, pruned_loss=0.05893, over 2473256.08 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05724, over 18522.48 utterances.], batch size: 30, lr: 3.21e-04
2022-08-28 02:29:41,989 INFO [train.py:927] (4/8) Epoch 12, batch 3300, giga_loss[loss=0.2062, simple_loss=0.2874, pruned_loss=0.06249, over 12372.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2821, pruned_loss=0.05699, over 2473235.17 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05238, over 17025.29 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2869, pruned_loss=0.05431, over 1977588.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.04584, over 6157.87 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2822, pruned_loss=0.05747, over 2473895.58 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05391, over 18084.50 utterances.], batch size: 161, lr: 3.21e-04
2022-08-28 02:31:28,082 INFO [train.py:927] (4/8) Epoch 12, batch 3350, giga_loss[loss=0.2307, simple_loss=0.3135, pruned_loss=0.07393, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02723, over 48.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2841, pruned_loss=0.05786, over 2473139.80 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05419, over 17343.71 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05431, over 1984869.15 frames. utt_duration=1290 frames, utt_pad_proportion=0.04524, over 6161.50 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2843, pruned_loss=0.05829, over 2473766.05 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05554, over 18330.89 utterances.], batch size: 48, lr: 3.21e-04
2022-08-28 02:33:08,569 INFO [train.py:927] (4/8) Epoch 12, batch 3400, libri_loss[loss=0.204, simple_loss=0.3015, pruned_loss=0.05328, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007252, over 36.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2853, pruned_loss=0.05798, over 2473268.34 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05528, over 17254.15 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05444, over 1989846.30 frames. utt_duration=1285 frames, utt_pad_proportion=0.04611, over 6201.71 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2852, pruned_loss=0.05826, over 2473651.19 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05609, over 18097.85 utterances.], batch size: 36, lr: 3.21e-04
2022-08-28 02:34:49,650 INFO [train.py:927] (4/8) Epoch 12, batch 3450, giga_loss[loss=0.2069, simple_loss=0.2948, pruned_loss=0.05946, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2883, pruned_loss=0.05892, over 2473563.18 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05505, over 17501.12 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2873, pruned_loss=0.05448, over 2001299.12 frames. utt_duration=1291 frames, utt_pad_proportion=0.04511, over 6207.57 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.288, pruned_loss=0.05919, over 2474360.84 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05606, over 18417.28 utterances.], batch size: 66, lr: 3.21e-04
2022-08-28 02:36:35,229 INFO [train.py:927] (4/8) Epoch 12, batch 3500, giga_loss[loss=0.2465, simple_loss=0.324, pruned_loss=0.08453, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02938, over 45.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2945, pruned_loss=0.06373, over 2473443.62 frames. utt_duration=550 frames, utt_pad_proportion=0.06082, over 18037.54 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.287, pruned_loss=0.05452, over 2015008.79 frames. utt_duration=1297 frames, utt_pad_proportion=0.04397, over 6222.02 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2946, pruned_loss=0.06408, over 2474355.18 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06171, over 19054.39 utterances.], batch size: 45, lr: 3.21e-04
2022-08-28 02:38:16,076 INFO [train.py:927] (4/8) Epoch 12, batch 3550, giga_loss[loss=0.2411, simple_loss=0.3195, pruned_loss=0.08138, over 12367.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3006, pruned_loss=0.06784, over 2473812.53 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07127, over 19401.83 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2869, pruned_loss=0.05453, over 2030754.70 frames. utt_duration=1300 frames, utt_pad_proportion=0.04274, over 6253.81 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.301, pruned_loss=0.06842, over 2474618.56 frames. utt_duration=483 frames, utt_pad_proportion=0.07188, over 20556.59 utterances.], batch size: 182, lr: 3.21e-04
2022-08-28 02:39:58,487 INFO [train.py:927] (4/8) Epoch 12, batch 3600, giga_loss[loss=0.2488, simple_loss=0.3359, pruned_loss=0.08086, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02726, over 48.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3064, pruned_loss=0.07259, over 2473473.92 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07342, over 19588.31 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2864, pruned_loss=0.05447, over 2047523.90 frames. utt_duration=1309 frames, utt_pad_proportion=0.04126, over 6266.29 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3078, pruned_loss=0.07373, over 2474745.19 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07461, over 21014.16 utterances.], batch size: 48, lr: 3.21e-04
2022-08-28 02:41:41,147 INFO [train.py:927] (4/8) Epoch 12, batch 3650, giga_loss[loss=0.2457, simple_loss=0.3289, pruned_loss=0.08129, over 12345.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03585, over 104.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3109, pruned_loss=0.07566, over 2472875.74 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07528, over 20026.42 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2864, pruned_loss=0.05452, over 2055521.33 frames. utt_duration=1311 frames, utt_pad_proportion=0.0405, over 6277.85 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3124, pruned_loss=0.07688, over 2474308.09 frames. utt_duration=464.1 frames, utt_pad_proportion=0.0765, over 21394.10 utterances.], batch size: 104, lr: 3.21e-04
2022-08-28 02:43:24,863 INFO [train.py:927] (4/8) Epoch 12, batch 3700, giga_loss[loss=0.2314, simple_loss=0.3095, pruned_loss=0.07664, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03284, over 51.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3155, pruned_loss=0.07983, over 2473057.99 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07659, over 20421.53 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2872, pruned_loss=0.05486, over 2067927.38 frames. utt_duration=1308 frames, utt_pad_proportion=0.0396, over 6329.79 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08116, over 2474182.51 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07804, over 21833.14 utterances.], batch size: 51, lr: 3.21e-04
2022-08-28 02:45:11,932 INFO [train.py:927] (4/8) Epoch 12, batch 3750, giga_loss[loss=0.2794, simple_loss=0.3496, pruned_loss=0.1046, over 12408.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06285, over 183.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3185, pruned_loss=0.08231, over 2472553.88 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07535, over 20505.19 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2866, pruned_loss=0.05473, over 2086987.31 frames. utt_duration=1319 frames, utt_pad_proportion=0.03811, over 6335.40 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3214, pruned_loss=0.08465, over 2474151.91 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07741, over 22276.22 utterances.], batch size: 183, lr: 3.21e-04
2022-08-28 02:46:58,422 INFO [train.py:927] (4/8) Epoch 12, batch 3800, giga_loss[loss=0.2594, simple_loss=0.3299, pruned_loss=0.09445, over 12378.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02653, over 85.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3203, pruned_loss=0.08415, over 2473096.97 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07838, over 20884.85 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.287, pruned_loss=0.0547, over 2098661.07 frames. utt_duration=1312 frames, utt_pad_proportion=0.03846, over 6408.11 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3232, pruned_loss=0.08679, over 2474173.47 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08015, over 22621.56 utterances.], batch size: 85, lr: 3.21e-04
2022-08-28 02:48:43,060 INFO [train.py:927] (4/8) Epoch 12, batch 3850, giga_loss[loss=0.309, simple_loss=0.3598, pruned_loss=0.1291, over 12398.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3216, pruned_loss=0.08506, over 2473538.16 frames. utt_duration=472 frames, utt_pad_proportion=0.08009, over 21027.40 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2867, pruned_loss=0.05469, over 2106077.83 frames. utt_duration=1314 frames, utt_pad_proportion=0.03785, over 6418.86 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3247, pruned_loss=0.0877, over 2474429.29 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08175, over 22656.80 utterances.], batch size: 258, lr: 3.21e-04
2022-08-28 02:50:28,040 INFO [train.py:927] (4/8) Epoch 12, batch 3900, giga_loss[loss=0.2396, simple_loss=0.329, pruned_loss=0.07511, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02538, over 45.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3228, pruned_loss=0.08552, over 2474092.95 frames. utt_duration=465.1 frames, utt_pad_proportion=0.08067, over 21345.14 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2867, pruned_loss=0.05477, over 2117062.48 frames. utt_duration=1316 frames, utt_pad_proportion=0.03692, over 6441.03 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3262, pruned_loss=0.08839, over 2474716.54 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0825, over 23020.06 utterances.], batch size: 45, lr: 3.21e-04
2022-08-28 02:52:15,428 INFO [train.py:927] (4/8) Epoch 12, batch 3950, giga_loss[loss=0.2305, simple_loss=0.3094, pruned_loss=0.07585, over 12423.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3219, pruned_loss=0.08366, over 2474364.33 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07745, over 21675.24 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2867, pruned_loss=0.05477, over 2117062.48 frames. utt_duration=1316 frames, utt_pad_proportion=0.03692, over 6441.03 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3246, pruned_loss=0.08589, over 2474849.68 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07906, over 22978.85 utterances.], batch size: 212, lr: 3.21e-04
2022-08-28 02:54:01,885 INFO [train.py:927] (4/8) Epoch 12, batch 4000, libri_loss[loss=0.1802, simple_loss=0.2843, pruned_loss=0.03802, over 12241.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04359, over 27.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3193, pruned_loss=0.08171, over 2474333.16 frames. utt_duration=460 frames, utt_pad_proportion=0.08012, over 21585.03 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2868, pruned_loss=0.05476, over 2125660.50 frames. utt_duration=1319 frames, utt_pad_proportion=0.03642, over 6451.90 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3221, pruned_loss=0.08415, over 2474961.62 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08166, over 22974.17 utterances.], batch size: 27, lr: 3.21e-04
2022-08-28 02:55:46,844 INFO [train.py:927] (4/8) Epoch 12, batch 4050, giga_loss[loss=0.2117, simple_loss=0.2956, pruned_loss=0.06394, over 12376.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3178, pruned_loss=0.08068, over 2475375.17 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07897, over 21797.29 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2873, pruned_loss=0.055, over 2134540.05 frames. utt_duration=1320 frames, utt_pad_proportion=0.03561, over 6474.35 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3204, pruned_loss=0.08303, over 2475661.57 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08079, over 23223.29 utterances.], batch size: 62, lr: 3.21e-04
2022-08-28 02:57:37,602 INFO [train.py:927] (4/8) Epoch 12, batch 4100, giga_loss[loss=0.2315, simple_loss=0.3137, pruned_loss=0.07463, over 12382.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3174, pruned_loss=0.08034, over 2474133.37 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07922, over 21310.20 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2873, pruned_loss=0.05504, over 2142907.10 frames. utt_duration=1324 frames, utt_pad_proportion=0.03485, over 6483.38 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3201, pruned_loss=0.08276, over 2474395.40 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08116, over 22780.67 utterances.], batch size: 182, lr: 3.21e-04
2022-08-28 02:59:26,977 INFO [train.py:927] (4/8) Epoch 12, batch 4150, giga_loss[loss=0.2417, simple_loss=0.3268, pruned_loss=0.07834, over 12379.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05504, over 181.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3174, pruned_loss=0.07842, over 2474117.43 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07714, over 20933.79 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2878, pruned_loss=0.05529, over 2152439.85 frames. utt_duration=1322 frames, utt_pad_proportion=0.03446, over 6519.31 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.32, pruned_loss=0.08081, over 2474578.24 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07929, over 22457.14 utterances.], batch size: 181, lr: 3.21e-04
2022-08-28 03:01:13,511 INFO [train.py:927] (4/8) Epoch 12, batch 4200, giga_loss[loss=0.2452, simple_loss=0.3212, pruned_loss=0.08459, over 12362.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03196, over 97.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3167, pruned_loss=0.07719, over 2474318.56 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07515, over 20641.11 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2879, pruned_loss=0.0553, over 2164842.28 frames. utt_duration=1325 frames, utt_pad_proportion=0.03362, over 6540.85 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3199, pruned_loss=0.07996, over 2474926.30 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07774, over 22391.22 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 03:03:00,994 INFO [train.py:927] (4/8) Epoch 12, batch 4250, giga_loss[loss=0.1885, simple_loss=0.2805, pruned_loss=0.04819, over 12348.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02759, over 66.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3152, pruned_loss=0.07694, over 2474633.27 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06991, over 20202.81 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2882, pruned_loss=0.05549, over 2171140.34 frames. utt_duration=1327 frames, utt_pad_proportion=0.03306, over 6550.92 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.318, pruned_loss=0.07938, over 2474989.38 frames. utt_duration=455 frames, utt_pad_proportion=0.07277, over 21825.21 utterances.], batch size: 66, lr: 3.21e-04
2022-08-28 03:04:45,525 INFO [train.py:927] (4/8) Epoch 12, batch 4300, giga_loss[loss=0.2363, simple_loss=0.3159, pruned_loss=0.07842, over 12257.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02854, over 42.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3141, pruned_loss=0.07666, over 2474658.46 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07013, over 20020.05 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2884, pruned_loss=0.05558, over 2176843.68 frames. utt_duration=1329 frames, utt_pad_proportion=0.0325, over 6559.86 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3166, pruned_loss=0.07891, over 2475210.66 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07281, over 21550.17 utterances.], batch size: 42, lr: 3.21e-04
2022-08-28 03:06:29,703 INFO [train.py:927] (4/8) Epoch 12, batch 4350, giga_loss[loss=0.2165, simple_loss=0.307, pruned_loss=0.06302, over 12487.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03477, over 37.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3139, pruned_loss=0.07573, over 2475293.52 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07265, over 20007.38 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2882, pruned_loss=0.05537, over 2185487.06 frames. utt_duration=1334 frames, utt_pad_proportion=0.03174, over 6561.11 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3168, pruned_loss=0.07824, over 2475887.01 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07513, over 21586.11 utterances.], batch size: 37, lr: 3.21e-04
2022-08-28 03:08:16,295 INFO [train.py:927] (4/8) Epoch 12, batch 4400, giga_loss[loss=0.2826, simple_loss=0.3461, pruned_loss=0.1095, over 12372.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07568, over 212.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3126, pruned_loss=0.07502, over 2474987.52 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07287, over 19926.92 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2879, pruned_loss=0.05518, over 2195554.72 frames. utt_duration=1333 frames, utt_pad_proportion=0.0316, over 6593.99 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.316, pruned_loss=0.07784, over 2475385.25 frames. utt_duration=460 frames, utt_pad_proportion=0.07529, over 21591.61 utterances.], batch size: 212, lr: 3.21e-04
2022-08-28 03:10:02,946 INFO [train.py:927] (4/8) Epoch 12, batch 4450, giga_loss[loss=0.2758, simple_loss=0.3272, pruned_loss=0.1121, over 12366.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3098, pruned_loss=0.0745, over 2474564.17 frames. utt_duration=493 frames, utt_pad_proportion=0.07661, over 20138.58 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2874, pruned_loss=0.05505, over 2202506.72 frames. utt_duration=1340 frames, utt_pad_proportion=0.03105, over 6584.19 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3134, pruned_loss=0.0773, over 2474845.61 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07866, over 21772.32 utterances.], batch size: 369, lr: 3.21e-04
2022-08-28 03:11:49,206 INFO [train.py:927] (4/8) Epoch 12, batch 4500, giga_loss[loss=0.1943, simple_loss=0.2733, pruned_loss=0.05771, over 12399.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02895, over 51.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3092, pruned_loss=0.07464, over 2473512.81 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07619, over 19814.88 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2879, pruned_loss=0.05505, over 2210377.75 frames. utt_duration=1340 frames, utt_pad_proportion=0.03062, over 6607.21 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3123, pruned_loss=0.07741, over 2473899.57 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07844, over 21459.57 utterances.], batch size: 51, lr: 3.21e-04
2022-08-28 03:13:32,090 INFO [train.py:927] (4/8) Epoch 12, batch 4550, giga_loss[loss=0.1897, simple_loss=0.2778, pruned_loss=0.05087, over 12375.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.07464, over 2474136.52 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07318, over 19905.28 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2887, pruned_loss=0.05526, over 2217089.94 frames. utt_duration=1338 frames, utt_pad_proportion=0.03007, over 6636.73 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3113, pruned_loss=0.07712, over 2474275.16 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07566, over 21481.41 utterances.], batch size: 66, lr: 3.21e-04
2022-08-28 03:15:18,596 INFO [train.py:927] (4/8) Epoch 12, batch 4600, libri_loss[loss=0.1596, simple_loss=0.2436, pruned_loss=0.03778, over 12211.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01004, over 29.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3093, pruned_loss=0.07481, over 2474834.92 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07443, over 20307.30 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2884, pruned_loss=0.05517, over 2223213.28 frames. utt_duration=1339 frames, utt_pad_proportion=0.02967, over 6650.56 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3119, pruned_loss=0.07733, over 2475196.52 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07675, over 21864.25 utterances.], batch size: 29, lr: 3.20e-04
2022-08-28 03:17:05,129 INFO [train.py:927] (4/8) Epoch 12, batch 4650, giga_loss[loss=0.2172, simple_loss=0.3068, pruned_loss=0.06374, over 12334.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.04689, over 31.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.308, pruned_loss=0.07319, over 2475282.06 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07519, over 20176.45 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2883, pruned_loss=0.055, over 2230783.43 frames. utt_duration=1337 frames, utt_pad_proportion=0.02968, over 6683.79 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07585, over 2475468.97 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07747, over 21765.60 utterances.], batch size: 31, lr: 3.20e-04
2022-08-28 03:18:53,328 INFO [train.py:927] (4/8) Epoch 12, batch 4700, giga_loss[loss=0.2255, simple_loss=0.3015, pruned_loss=0.07474, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.309, pruned_loss=0.07465, over 2475267.02 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07701, over 20750.77 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.288, pruned_loss=0.05499, over 2234182.67 frames. utt_duration=1341 frames, utt_pad_proportion=0.02956, over 6673.60 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3116, pruned_loss=0.077, over 2475629.59 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07887, over 22201.45 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 03:20:38,080 INFO [train.py:927] (4/8) Epoch 12, batch 4750, giga_loss[loss=0.2532, simple_loss=0.3214, pruned_loss=0.09245, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03722, over 123.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3112, pruned_loss=0.07685, over 2475767.96 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07407, over 20746.08 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.05503, over 2241289.06 frames. utt_duration=1337 frames, utt_pad_proportion=0.02918, over 6712.09 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3137, pruned_loss=0.07924, over 2476102.76 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07625, over 22243.84 utterances.], batch size: 123, lr: 3.20e-04
2022-08-28 03:22:24,515 INFO [train.py:927] (4/8) Epoch 12, batch 4800, giga_loss[loss=0.3216, simple_loss=0.3771, pruned_loss=0.1331, over 12372.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1742, over 356.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3123, pruned_loss=0.07833, over 2475545.01 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07521, over 21054.91 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.05503, over 2245525.59 frames. utt_duration=1336 frames, utt_pad_proportion=0.02903, over 6729.69 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3146, pruned_loss=0.08064, over 2476175.88 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07719, over 22489.89 utterances.], batch size: 356, lr: 3.20e-04
2022-08-28 03:24:08,381 INFO [train.py:927] (4/8) Epoch 12, batch 4850, giga_loss[loss=0.2286, simple_loss=0.3186, pruned_loss=0.06933, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3132, pruned_loss=0.07843, over 2475007.61 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07675, over 21067.73 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2887, pruned_loss=0.05517, over 2251112.20 frames. utt_duration=1332 frames, utt_pad_proportion=0.02908, over 6767.00 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.0807, over 2475605.46 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07861, over 22503.86 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 03:25:52,774 INFO [train.py:927] (4/8) Epoch 12, batch 4900, giga_loss[loss=0.187, simple_loss=0.2741, pruned_loss=0.04992, over 12354.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04586, over 31.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3104, pruned_loss=0.0756, over 2474641.42 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07418, over 20233.32 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2884, pruned_loss=0.05494, over 2257464.26 frames. utt_duration=1336 frames, utt_pad_proportion=0.02847, over 6765.08 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.313, pruned_loss=0.07819, over 2475383.77 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07648, over 21762.75 utterances.], batch size: 31, lr: 3.20e-04
2022-08-28 03:27:40,385 INFO [train.py:927] (4/8) Epoch 12, batch 4950, giga_loss[loss=0.2429, simple_loss=0.3182, pruned_loss=0.08382, over 12422.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3094, pruned_loss=0.07591, over 2475736.51 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0713, over 20019.58 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2885, pruned_loss=0.05501, over 2266263.39 frames. utt_duration=1340 frames, utt_pad_proportion=0.02778, over 6772.44 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3121, pruned_loss=0.07869, over 2476096.57 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07408, over 21731.30 utterances.], batch size: 58, lr: 3.20e-04
2022-08-28 03:29:24,248 INFO [train.py:927] (4/8) Epoch 12, batch 5000, giga_loss[loss=0.2343, simple_loss=0.3295, pruned_loss=0.06949, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03583, over 40.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.31, pruned_loss=0.07592, over 2475845.39 frames. utt_duration=513.5 frames, utt_pad_proportion=0.0688, over 19342.05 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2884, pruned_loss=0.05507, over 2271421.84 frames. utt_duration=1338 frames, utt_pad_proportion=0.02835, over 6795.71 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3128, pruned_loss=0.07856, over 2476138.44 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07149, over 20979.02 utterances.], batch size: 40, lr: 3.20e-04
2022-08-28 03:31:12,445 INFO [train.py:927] (4/8) Epoch 12, batch 5050, giga_loss[loss=0.2381, simple_loss=0.3253, pruned_loss=0.07545, over 12411.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03892, over 133.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3119, pruned_loss=0.07518, over 2475411.26 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06932, over 19246.43 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2882, pruned_loss=0.05516, over 2280548.36 frames. utt_duration=1335 frames, utt_pad_proportion=0.02893, over 6841.15 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3153, pruned_loss=0.0781, over 2475537.43 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07194, over 21052.01 utterances.], batch size: 133, lr: 3.20e-04
2022-08-28 03:32:56,482 INFO [train.py:927] (4/8) Epoch 12, batch 5100, giga_loss[loss=0.2921, simple_loss=0.3563, pruned_loss=0.114, over 12371.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02928, over 85.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3126, pruned_loss=0.07557, over 2475517.49 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06459, over 18748.09 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2879, pruned_loss=0.05507, over 2287854.56 frames. utt_duration=1340 frames, utt_pad_proportion=0.02809, over 6837.44 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3165, pruned_loss=0.07874, over 2475957.66 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06784, over 20661.82 utterances.], batch size: 85, lr: 3.20e-04
2022-08-28 03:34:40,770 INFO [train.py:927] (4/8) Epoch 12, batch 5150, giga_loss[loss=0.2547, simple_loss=0.3267, pruned_loss=0.09135, over 12412.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05254, over 162.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3145, pruned_loss=0.077, over 2475872.87 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06712, over 19200.89 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2885, pruned_loss=0.05522, over 2290667.70 frames. utt_duration=1342 frames, utt_pad_proportion=0.02776, over 6835.89 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07966, over 2476213.85 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06971, over 20866.95 utterances.], batch size: 162, lr: 3.20e-04
2022-08-28 03:36:26,527 INFO [train.py:927] (4/8) Epoch 12, batch 5200, giga_loss[loss=0.2574, simple_loss=0.3247, pruned_loss=0.09506, over 12389.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3132, pruned_loss=0.07705, over 2475287.21 frames. utt_duration=518 frames, utt_pad_proportion=0.06307, over 19166.87 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2887, pruned_loss=0.05521, over 2295613.45 frames. utt_duration=1346 frames, utt_pad_proportion=0.02714, over 6828.89 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3161, pruned_loss=0.0798, over 2476075.47 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06595, over 20854.60 utterances.], batch size: 133, lr: 3.20e-04
2022-08-28 03:38:11,658 INFO [train.py:927] (4/8) Epoch 12, batch 5250, giga_loss[loss=0.2463, simple_loss=0.3226, pruned_loss=0.08498, over 12392.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02927, over 85.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3126, pruned_loss=0.07759, over 2474433.70 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06975, over 19653.87 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2889, pruned_loss=0.05539, over 2300742.22 frames. utt_duration=1332 frames, utt_pad_proportion=0.03174, over 6918.12 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3153, pruned_loss=0.08023, over 2475226.73 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07064, over 21257.34 utterances.], batch size: 85, lr: 3.20e-04
2022-08-28 03:39:57,585 INFO [train.py:927] (4/8) Epoch 12, batch 5300, giga_loss[loss=0.2188, simple_loss=0.292, pruned_loss=0.07278, over 12278.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03816, over 51.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3111, pruned_loss=0.07762, over 2474397.19 frames. utt_duration=510.6 frames, utt_pad_proportion=0.07175, over 19441.20 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2885, pruned_loss=0.0554, over 2306936.41 frames. utt_duration=1324 frames, utt_pad_proportion=0.03572, over 6978.53 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3145, pruned_loss=0.08054, over 2475611.60 frames. utt_duration=470 frames, utt_pad_proportion=0.07173, over 21136.64 utterances.], batch size: 51, lr: 3.20e-04
2022-08-28 03:41:43,087 INFO [train.py:927] (4/8) Epoch 12, batch 5350, giga_loss[loss=0.2642, simple_loss=0.3403, pruned_loss=0.09402, over 12405.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03623, over 113.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3104, pruned_loss=0.07701, over 2474607.73 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06908, over 18963.14 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2887, pruned_loss=0.05551, over 2310078.02 frames. utt_duration=1323 frames, utt_pad_proportion=0.03532, over 6990.86 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3133, pruned_loss=0.07961, over 2475739.59 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06961, over 20510.85 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 03:43:25,327 INFO [train.py:927] (4/8) Epoch 12, batch 5400, giga_loss[loss=0.2857, simple_loss=0.3511, pruned_loss=0.1101, over 12386.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.05777, over 162.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3109, pruned_loss=0.07728, over 2473837.72 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07265, over 19645.86 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2878, pruned_loss=0.05512, over 2315645.55 frames. utt_duration=1332 frames, utt_pad_proportion=0.03456, over 6963.55 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3147, pruned_loss=0.0804, over 2474844.88 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07335, over 21303.52 utterances.], batch size: 162, lr: 3.20e-04
2022-08-28 03:45:12,319 INFO [train.py:927] (4/8) Epoch 12, batch 5450, giga_loss[loss=0.2224, simple_loss=0.3156, pruned_loss=0.06457, over 12369.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02819, over 91.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3127, pruned_loss=0.07753, over 2473430.42 frames. utt_duration=508.6 frames, utt_pad_proportion=0.0714, over 19508.17 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2888, pruned_loss=0.05522, over 2319711.57 frames. utt_duration=1326 frames, utt_pad_proportion=0.03509, over 7006.72 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3154, pruned_loss=0.08042, over 2474094.35 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07223, over 21070.33 utterances.], batch size: 91, lr: 3.20e-04
2022-08-28 03:46:57,684 INFO [train.py:927] (4/8) Epoch 12, batch 5500, giga_loss[loss=0.2332, simple_loss=0.3234, pruned_loss=0.07147, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02571, over 48.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3143, pruned_loss=0.07569, over 2473631.64 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06742, over 18891.07 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2887, pruned_loss=0.05515, over 2321270.08 frames. utt_duration=1327 frames, utt_pad_proportion=0.03482, over 7004.67 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3168, pruned_loss=0.07824, over 2474125.67 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06855, over 20237.52 utterances.], batch size: 48, lr: 3.20e-04
2022-08-28 03:48:40,508 INFO [train.py:927] (4/8) Epoch 12, batch 5550, libri_loss[loss=0.1759, simple_loss=0.2662, pruned_loss=0.04278, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007244, over 31.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3155, pruned_loss=0.07638, over 2473764.52 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06169, over 18235.38 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2886, pruned_loss=0.05503, over 2323504.47 frames. utt_duration=1329 frames, utt_pad_proportion=0.03445, over 7001.57 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3179, pruned_loss=0.07876, over 2474186.42 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06321, over 19453.93 utterances.], batch size: 31, lr: 3.20e-04
2022-08-28 03:50:28,121 INFO [train.py:927] (4/8) Epoch 12, batch 5600, giga_loss[loss=0.2614, simple_loss=0.3302, pruned_loss=0.0963, over 12365.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07113, over 211.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.318, pruned_loss=0.07915, over 2474423.74 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06713, over 19928.79 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2886, pruned_loss=0.05503, over 2324315.94 frames. utt_duration=1328 frames, utt_pad_proportion=0.03434, over 7006.56 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.32, pruned_loss=0.0811, over 2474706.19 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06804, over 20923.04 utterances.], batch size: 211, lr: 3.20e-04
2022-08-28 03:52:11,846 INFO [train.py:927] (4/8) Epoch 12, batch 5650, giga_loss[loss=0.228, simple_loss=0.3167, pruned_loss=0.06965, over 12349.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3177, pruned_loss=0.07788, over 2474407.53 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06992, over 19945.15 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.289, pruned_loss=0.05524, over 2326376.50 frames. utt_duration=1325 frames, utt_pad_proportion=0.03432, over 7031.40 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3193, pruned_loss=0.07956, over 2474775.03 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07073, over 20879.48 utterances.], batch size: 91, lr: 3.20e-04
2022-08-28 03:53:54,774 INFO [train.py:927] (4/8) Epoch 12, batch 5700, giga_loss[loss=0.2791, simple_loss=0.3476, pruned_loss=0.1053, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02922, over 80.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3175, pruned_loss=0.07789, over 2473643.91 frames. utt_duration=493 frames, utt_pad_proportion=0.07141, over 20128.71 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2883, pruned_loss=0.05495, over 2331904.18 frames. utt_duration=1333 frames, utt_pad_proportion=0.03344, over 7007.61 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3205, pruned_loss=0.08033, over 2474176.47 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07264, over 21391.42 utterances.], batch size: 80, lr: 3.20e-04
2022-08-28 03:55:40,399 INFO [train.py:927] (4/8) Epoch 12, batch 5750, libri_loss[loss=0.2402, simple_loss=0.3254, pruned_loss=0.07748, over 12355.00 frames. utt_duration=442.7 frames, utt_pad_proportion=0.3083, over 112.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3167, pruned_loss=0.07792, over 2474150.55 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0726, over 20355.10 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2885, pruned_loss=0.05511, over 2334523.58 frames. utt_duration=1318 frames, utt_pad_proportion=0.03752, over 7090.46 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3194, pruned_loss=0.08012, over 2474741.11 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07253, over 21516.56 utterances.], batch size: 112, lr: 3.20e-04
2022-08-28 03:57:23,154 INFO [train.py:927] (4/8) Epoch 12, batch 5800, giga_loss[loss=0.2235, simple_loss=0.3082, pruned_loss=0.06938, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3144, pruned_loss=0.07714, over 2474190.34 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07661, over 20419.36 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.055, over 2341158.01 frames. utt_duration=1317 frames, utt_pad_proportion=0.03723, over 7120.80 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.318, pruned_loss=0.08003, over 2474834.54 frames. utt_duration=452.9 frames, utt_pad_proportion=0.077, over 21929.12 utterances.], batch size: 58, lr: 3.20e-04
2022-08-28 03:59:09,428 INFO [train.py:927] (4/8) Epoch 12, batch 5850, giga_loss[loss=0.2454, simple_loss=0.3236, pruned_loss=0.08358, over 12445.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.312, pruned_loss=0.07635, over 2475218.80 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07191, over 19935.47 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2881, pruned_loss=0.05501, over 2342621.60 frames. utt_duration=1318 frames, utt_pad_proportion=0.03695, over 7116.59 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3151, pruned_loss=0.0788, over 2475615.65 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07267, over 21233.77 utterances.], batch size: 134, lr: 3.20e-04
2022-08-28 04:00:47,327 INFO [train.py:927] (4/8) Epoch 12, batch 5900, giga_loss[loss=0.195, simple_loss=0.2801, pruned_loss=0.05493, over 12414.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3109, pruned_loss=0.07605, over 2475196.81 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07721, over 20427.93 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2888, pruned_loss=0.05539, over 2347594.40 frames. utt_duration=1304 frames, utt_pad_proportion=0.04133, over 7211.06 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3137, pruned_loss=0.07849, over 2475736.92 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07689, over 21871.41 utterances.], batch size: 80, lr: 3.20e-04
2022-08-28 04:02:26,678 INFO [train.py:927] (4/8) Epoch 12, batch 5950, giga_loss[loss=0.2098, simple_loss=0.2942, pruned_loss=0.06268, over 12358.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03179, over 58.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07388, over 2475488.87 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07964, over 21086.66 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2892, pruned_loss=0.0556, over 2353123.31 frames. utt_duration=1292 frames, utt_pad_proportion=0.04466, over 7295.75 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3119, pruned_loss=0.07649, over 2476033.81 frames. utt_duration=437.3 frames, utt_pad_proportion=0.0788, over 22725.37 utterances.], batch size: 58, lr: 3.20e-04
2022-08-28 04:04:22,581 INFO [train.py:927] (4/8) Epoch 12, batch 6000, giga_loss[loss=0.2651, simple_loss=0.3255, pruned_loss=0.1024, over 12413.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07687, over 213.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3071, pruned_loss=0.07315, over 2475324.24 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07732, over 20753.25 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2891, pruned_loss=0.05557, over 2355220.06 frames. utt_duration=1293 frames, utt_pad_proportion=0.04451, over 7293.94 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3098, pruned_loss=0.07556, over 2476057.74 frames. utt_duration=445.7 frames, utt_pad_proportion=0.077, over 22294.62 utterances.], batch size: 213, lr: 3.20e-04
2022-08-28 04:04:22,583 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 04:04:37,758 INFO [train.py:967] (4/8) 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 04:06:20,547 INFO [train.py:927] (4/8) Epoch 12, batch 6050, giga_loss[loss=0.2394, simple_loss=0.3217, pruned_loss=0.07855, over 12422.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03632, over 86.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3068, pruned_loss=0.07402, over 2474557.03 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08148, over 21489.24 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2888, pruned_loss=0.05534, over 2356964.13 frames. utt_duration=1296 frames, utt_pad_proportion=0.04383, over 7283.08 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3095, pruned_loss=0.07646, over 2475719.73 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08133, over 22971.84 utterances.], batch size: 86, lr: 3.20e-04
2022-08-28 04:08:04,667 INFO [train.py:927] (4/8) Epoch 12, batch 6100, giga_loss[loss=0.2901, simple_loss=0.3447, pruned_loss=0.1178, over 12356.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2098, over 374.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3092, pruned_loss=0.07553, over 2474883.54 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08556, over 22594.83 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2886, pruned_loss=0.05529, over 2357782.47 frames. utt_duration=1298 frames, utt_pad_proportion=0.04351, over 7273.27 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3116, pruned_loss=0.07764, over 2476096.99 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08538, over 23886.60 utterances.], batch size: 374, lr: 3.20e-04
2022-08-28 04:09:46,310 INFO [train.py:927] (4/8) Epoch 12, batch 6150, giga_loss[loss=0.2511, simple_loss=0.3215, pruned_loss=0.09033, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07467, over 212.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3092, pruned_loss=0.07586, over 2474424.85 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08179, over 22055.75 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2887, pruned_loss=0.05535, over 2361102.34 frames. utt_duration=1300 frames, utt_pad_proportion=0.04255, over 7274.04 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3117, pruned_loss=0.07804, over 2475532.45 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08243, over 23485.60 utterances.], batch size: 212, lr: 3.20e-04
2022-08-28 04:11:32,539 INFO [train.py:927] (4/8) Epoch 12, batch 6200, giga_loss[loss=0.2368, simple_loss=0.3237, pruned_loss=0.07498, over 12371.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3102, pruned_loss=0.07633, over 2474545.69 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08109, over 21380.89 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2885, pruned_loss=0.05524, over 2366747.01 frames. utt_duration=1304 frames, utt_pad_proportion=0.04121, over 7268.54 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3133, pruned_loss=0.07911, over 2475404.31 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08259, over 23193.10 utterances.], batch size: 104, lr: 3.20e-04
2022-08-28 04:13:15,580 INFO [train.py:927] (4/8) Epoch 12, batch 6250, giga_loss[loss=0.2158, simple_loss=0.3033, pruned_loss=0.0642, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0266, over 91.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3104, pruned_loss=0.07634, over 2474414.24 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07657, over 20850.68 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2878, pruned_loss=0.05499, over 2370717.03 frames. utt_duration=1311 frames, utt_pad_proportion=0.04006, over 7241.24 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07961, over 2475354.02 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07889, over 22858.18 utterances.], batch size: 91, lr: 3.20e-04
2022-08-28 04:15:03,343 INFO [train.py:927] (4/8) Epoch 12, batch 6300, giga_loss[loss=0.2123, simple_loss=0.3151, pruned_loss=0.05469, over 12458.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.02782, over 75.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07794, over 2474857.27 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08176, over 21959.29 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2876, pruned_loss=0.05485, over 2374035.95 frames. utt_duration=1316 frames, utt_pad_proportion=0.03899, over 7221.99 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3165, pruned_loss=0.08136, over 2475839.94 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08369, over 24012.89 utterances.], batch size: 75, lr: 3.20e-04
2022-08-28 04:16:46,338 INFO [train.py:927] (4/8) Epoch 12, batch 6350, giga_loss[loss=0.2188, simple_loss=0.2983, pruned_loss=0.06965, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.313, pruned_loss=0.07738, over 2475548.48 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07742, over 21652.30 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2874, pruned_loss=0.05464, over 2375886.70 frames. utt_duration=1322 frames, utt_pad_proportion=0.03848, over 7198.72 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3168, pruned_loss=0.08069, over 2476464.05 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07966, over 23572.23 utterances.], batch size: 70, lr: 3.20e-04
2022-08-28 04:18:28,779 INFO [train.py:927] (4/8) Epoch 12, batch 6400, giga_loss[loss=0.2269, simple_loss=0.3032, pruned_loss=0.07528, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02934, over 80.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3127, pruned_loss=0.07849, over 2475231.97 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0789, over 21700.35 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2875, pruned_loss=0.05479, over 2378422.10 frames. utt_duration=1311 frames, utt_pad_proportion=0.04219, over 7264.56 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3163, pruned_loss=0.08159, over 2476332.14 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07996, over 23544.60 utterances.], batch size: 80, lr: 3.20e-04
2022-08-28 04:20:13,750 INFO [train.py:927] (4/8) Epoch 12, batch 6450, giga_loss[loss=0.2164, simple_loss=0.2999, pruned_loss=0.06651, over 12360.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04295, over 133.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3108, pruned_loss=0.07766, over 2475136.25 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07505, over 21031.42 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.287, pruned_loss=0.05461, over 2379717.25 frames. utt_duration=1315 frames, utt_pad_proportion=0.04176, over 7246.68 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3144, pruned_loss=0.08057, over 2476154.97 frames. utt_duration=438 frames, utt_pad_proportion=0.07644, over 22690.27 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 04:21:59,166 INFO [train.py:927] (4/8) Epoch 12, batch 6500, giga_loss[loss=0.1996, simple_loss=0.2895, pruned_loss=0.05487, over 12452.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03134, over 75.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3111, pruned_loss=0.07786, over 2475294.60 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07339, over 21301.01 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2874, pruned_loss=0.05474, over 2382170.09 frames. utt_duration=1317 frames, utt_pad_proportion=0.0408, over 7242.33 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3143, pruned_loss=0.08075, over 2476481.03 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07519, over 23050.90 utterances.], batch size: 75, lr: 3.19e-04
2022-08-28 04:23:40,160 INFO [train.py:927] (4/8) Epoch 12, batch 6550, giga_loss[loss=0.2804, simple_loss=0.3521, pruned_loss=0.1044, over 12426.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05134, over 162.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3119, pruned_loss=0.07847, over 2475183.73 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07023, over 20787.24 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2873, pruned_loss=0.05469, over 2383543.30 frames. utt_duration=1314 frames, utt_pad_proportion=0.04145, over 7263.59 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3149, pruned_loss=0.08111, over 2476140.61 frames. utt_duration=445 frames, utt_pad_proportion=0.07188, over 22333.63 utterances.], batch size: 162, lr: 3.19e-04
2022-08-28 04:25:21,786 INFO [train.py:927] (4/8) Epoch 12, batch 6600, giga_loss[loss=0.2589, simple_loss=0.3304, pruned_loss=0.09368, over 12408.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05036, over 161.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3135, pruned_loss=0.07969, over 2474576.45 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06781, over 20446.91 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2875, pruned_loss=0.05476, over 2385814.54 frames. utt_duration=1315 frames, utt_pad_proportion=0.04084, over 7265.48 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08241, over 2475738.41 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06977, over 22052.71 utterances.], batch size: 161, lr: 3.19e-04
2022-08-28 04:27:05,079 INFO [train.py:927] (4/8) Epoch 12, batch 6650, giga_loss[loss=0.2105, simple_loss=0.2927, pruned_loss=0.06416, over 12185.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.0396, over 33.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3143, pruned_loss=0.08039, over 2474160.35 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07208, over 21100.86 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2876, pruned_loss=0.05479, over 2387850.48 frames. utt_duration=1314 frames, utt_pad_proportion=0.0403, over 7277.71 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.317, pruned_loss=0.08305, over 2475223.37 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07367, over 22650.17 utterances.], batch size: 33, lr: 3.19e-04
2022-08-28 04:28:47,922 INFO [train.py:927] (4/8) Epoch 12, batch 6700, giga_loss[loss=0.2277, simple_loss=0.3054, pruned_loss=0.07496, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04778, over 34.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3148, pruned_loss=0.08, over 2474275.08 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06888, over 20530.79 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2878, pruned_loss=0.05484, over 2388419.34 frames. utt_duration=1315 frames, utt_pad_proportion=0.03998, over 7274.93 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.317, pruned_loss=0.08228, over 2475390.87 frames. utt_duration=454 frames, utt_pad_proportion=0.07055, over 21880.04 utterances.], batch size: 34, lr: 3.19e-04
2022-08-28 04:30:31,068 INFO [train.py:927] (4/8) Epoch 12, batch 6750, giga_loss[loss=0.2357, simple_loss=0.3147, pruned_loss=0.07836, over 12395.00 frames. utt_duration=343.7 frames, utt_pad_proportion=0.03728, over 145.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.315, pruned_loss=0.08008, over 2473922.60 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06674, over 19634.91 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2879, pruned_loss=0.05481, over 2390688.05 frames. utt_duration=1315 frames, utt_pad_proportion=0.03952, over 7278.47 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08262, over 2475068.62 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06867, over 21059.65 utterances.], batch size: 145, lr: 3.19e-04
2022-08-28 04:32:13,453 INFO [train.py:927] (4/8) Epoch 12, batch 6800, giga_loss[loss=0.2133, simple_loss=0.313, pruned_loss=0.05677, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03479, over 28.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.07986, over 2473400.81 frames. utt_duration=515 frames, utt_pad_proportion=0.0673, over 19265.15 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2884, pruned_loss=0.05517, over 2392092.95 frames. utt_duration=1312 frames, utt_pad_proportion=0.03982, over 7300.49 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3173, pruned_loss=0.08199, over 2474553.25 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06895, over 20588.36 utterances.], batch size: 28, lr: 3.19e-04
2022-08-28 04:33:53,440 INFO [train.py:927] (4/8) Epoch 12, batch 6850, libri_loss[loss=0.1788, simple_loss=0.2644, pruned_loss=0.04659, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006686, over 32.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3143, pruned_loss=0.07884, over 2473534.87 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06802, over 18938.77 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.288, pruned_loss=0.055, over 2394111.67 frames. utt_duration=1317 frames, utt_pad_proportion=0.03914, over 7280.24 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08124, over 2474468.97 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06974, over 20286.76 utterances.], batch size: 32, lr: 3.19e-04
2022-08-28 04:35:36,074 INFO [train.py:927] (4/8) Epoch 12, batch 6900, libri_loss[loss=0.1675, simple_loss=0.2573, pruned_loss=0.03883, over 12206.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01049, over 29.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.312, pruned_loss=0.07737, over 2473500.40 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06873, over 18859.04 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2875, pruned_loss=0.05492, over 2396581.38 frames. utt_duration=1322 frames, utt_pad_proportion=0.03842, over 7258.79 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3153, pruned_loss=0.08013, over 2474518.88 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07061, over 20340.95 utterances.], batch size: 29, lr: 3.19e-04
2022-08-28 04:37:19,954 INFO [train.py:927] (4/8) Epoch 12, batch 6950, giga_loss[loss=0.2331, simple_loss=0.3064, pruned_loss=0.07991, over 12457.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03396, over 98.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3134, pruned_loss=0.07846, over 2473131.60 frames. utt_duration=522 frames, utt_pad_proportion=0.06957, over 19005.64 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2873, pruned_loss=0.05475, over 2398521.10 frames. utt_duration=1322 frames, utt_pad_proportion=0.03811, over 7263.38 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3168, pruned_loss=0.08134, over 2473894.71 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07139, over 20449.31 utterances.], batch size: 98, lr: 3.19e-04
2022-08-28 04:39:02,739 INFO [train.py:927] (4/8) Epoch 12, batch 7000, giga_loss[loss=0.2408, simple_loss=0.3264, pruned_loss=0.0776, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04397, over 31.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3134, pruned_loss=0.07921, over 2473495.15 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07243, over 19440.04 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2872, pruned_loss=0.05468, over 2400566.12 frames. utt_duration=1327 frames, utt_pad_proportion=0.03736, over 7245.43 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3171, pruned_loss=0.08234, over 2474585.68 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07426, over 20999.16 utterances.], batch size: 31, lr: 3.19e-04
2022-08-28 04:40:47,590 INFO [train.py:927] (4/8) Epoch 12, batch 7050, giga_loss[loss=0.1958, simple_loss=0.2808, pruned_loss=0.05535, over 12344.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03455, over 51.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3143, pruned_loss=0.07943, over 2472750.42 frames. utt_duration=517.4 frames, utt_pad_proportion=0.0711, over 19170.55 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2873, pruned_loss=0.05469, over 2402525.28 frames. utt_duration=1329 frames, utt_pad_proportion=0.03657, over 7241.06 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.08273, over 2474121.03 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07334, over 20827.89 utterances.], batch size: 51, lr: 3.19e-04
2022-08-28 04:42:31,548 INFO [train.py:927] (4/8) Epoch 12, batch 7100, giga_loss[loss=0.2212, simple_loss=0.3135, pruned_loss=0.06443, over 12423.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03303, over 75.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3144, pruned_loss=0.07939, over 2473854.79 frames. utt_duration=514.1 frames, utt_pad_proportion=0.0699, over 19302.40 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2875, pruned_loss=0.05475, over 2404063.15 frames. utt_duration=1326 frames, utt_pad_proportion=0.03701, over 7260.49 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3178, pruned_loss=0.08255, over 2475136.06 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07199, over 20888.59 utterances.], batch size: 75, lr: 3.19e-04
2022-08-28 04:44:13,598 INFO [train.py:927] (4/8) Epoch 12, batch 7150, giga_loss[loss=0.2428, simple_loss=0.3251, pruned_loss=0.08023, over 12399.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03991, over 133.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3139, pruned_loss=0.0786, over 2473240.43 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06946, over 19260.64 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05466, over 2405798.20 frames. utt_duration=1328 frames, utt_pad_proportion=0.03655, over 7256.16 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3172, pruned_loss=0.08174, over 2474242.35 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07161, over 20807.29 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 04:45:55,445 INFO [train.py:927] (4/8) Epoch 12, batch 7200, giga_loss[loss=0.2118, simple_loss=0.3006, pruned_loss=0.06151, over 12348.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02973, over 66.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3132, pruned_loss=0.07795, over 2473360.39 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06482, over 18888.63 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2874, pruned_loss=0.0546, over 2407031.21 frames. utt_duration=1325 frames, utt_pad_proportion=0.03642, over 7276.84 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3164, pruned_loss=0.08093, over 2474243.06 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06715, over 20310.44 utterances.], batch size: 66, lr: 3.19e-04
2022-08-28 04:47:38,431 INFO [train.py:927] (4/8) Epoch 12, batch 7250, giga_loss[loss=0.1978, simple_loss=0.2797, pruned_loss=0.05794, over 12323.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03149, over 48.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3105, pruned_loss=0.07699, over 2473389.85 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06818, over 19324.00 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05448, over 2407963.54 frames. utt_duration=1325 frames, utt_pad_proportion=0.03624, over 7278.45 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3137, pruned_loss=0.07984, over 2474425.09 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07003, over 20653.48 utterances.], batch size: 48, lr: 3.19e-04
2022-08-28 04:49:21,745 INFO [train.py:927] (4/8) Epoch 12, batch 7300, giga_loss[loss=0.2011, simple_loss=0.2822, pruned_loss=0.05999, over 12362.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3078, pruned_loss=0.07613, over 2473117.28 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06541, over 18866.45 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05445, over 2408561.90 frames. utt_duration=1324 frames, utt_pad_proportion=0.03632, over 7282.21 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3106, pruned_loss=0.07872, over 2474263.08 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06719, over 20074.37 utterances.], batch size: 66, lr: 3.19e-04
2022-08-28 04:51:04,190 INFO [train.py:927] (4/8) Epoch 12, batch 7350, giga_loss[loss=0.2129, simple_loss=0.3087, pruned_loss=0.05851, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03585, over 105.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3081, pruned_loss=0.07571, over 2473493.95 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06637, over 19460.60 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2869, pruned_loss=0.0543, over 2409396.90 frames. utt_duration=1328 frames, utt_pad_proportion=0.03579, over 7267.72 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3109, pruned_loss=0.07827, over 2474838.93 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06803, over 20650.67 utterances.], batch size: 105, lr: 3.19e-04
2022-08-28 04:52:45,468 INFO [train.py:927] (4/8) Epoch 12, batch 7400, giga_loss[loss=0.198, simple_loss=0.272, pruned_loss=0.06201, over 12341.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1787, over 357.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3081, pruned_loss=0.07365, over 2473966.12 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06971, over 20753.27 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2874, pruned_loss=0.05467, over 2410682.56 frames. utt_duration=1314 frames, utt_pad_proportion=0.03964, over 7344.42 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3102, pruned_loss=0.07572, over 2475031.99 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0698, over 21857.81 utterances.], batch size: 357, lr: 3.19e-04
2022-08-28 04:54:30,087 INFO [train.py:927] (4/8) Epoch 12, batch 7450, libri_loss[loss=0.1878, simple_loss=0.2841, pruned_loss=0.04578, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006994, over 36.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3047, pruned_loss=0.06998, over 2474319.77 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07039, over 20915.09 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2871, pruned_loss=0.05451, over 2413373.82 frames. utt_duration=1319 frames, utt_pad_proportion=0.0385, over 7326.23 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.0725, over 2475255.25 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07114, over 22385.55 utterances.], batch size: 36, lr: 3.19e-04
2022-08-28 04:56:14,171 INFO [train.py:927] (4/8) Epoch 12, batch 7500, giga_loss[loss=0.2372, simple_loss=0.3194, pruned_loss=0.07752, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.305, pruned_loss=0.06813, over 2475635.23 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06527, over 21288.35 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05446, over 2413916.41 frames. utt_duration=1315 frames, utt_pad_proportion=0.03926, over 7348.99 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3074, pruned_loss=0.07027, over 2476440.77 frames. utt_duration=440.9 frames, utt_pad_proportion=0.06601, over 22540.65 utterances.], batch size: 146, lr: 3.19e-04
2022-08-28 04:57:59,611 INFO [train.py:927] (4/8) Epoch 12, batch 7550, giga_loss[loss=0.2441, simple_loss=0.3134, pruned_loss=0.08741, over 12387.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3044, pruned_loss=0.06782, over 2475512.00 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07005, over 22797.55 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2865, pruned_loss=0.0543, over 2415088.26 frames. utt_duration=1322 frames, utt_pad_proportion=0.03873, over 7316.62 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3072, pruned_loss=0.06997, over 2476435.84 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07066, over 24137.44 utterances.], batch size: 257, lr: 3.19e-04
2022-08-28 04:59:41,756 INFO [train.py:927] (4/8) Epoch 12, batch 7600, giga_loss[loss=0.2265, simple_loss=0.3038, pruned_loss=0.07461, over 12359.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1058, over 258.00 utterances.], tot_loss[loss=0.217, simple_loss=0.302, pruned_loss=0.06597, over 2475089.47 frames. utt_duration=433 frames, utt_pad_proportion=0.07002, over 22943.56 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2865, pruned_loss=0.05431, over 2416790.16 frames. utt_duration=1326 frames, utt_pad_proportion=0.03794, over 7300.49 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3046, pruned_loss=0.06801, over 2475908.53 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07098, over 24459.44 utterances.], batch size: 258, lr: 3.19e-04
2022-08-28 05:01:25,163 INFO [train.py:927] (4/8) Epoch 12, batch 7650, libri_loss[loss=0.2115, simple_loss=0.2937, pruned_loss=0.06463, over 12462.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005104, over 35.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3007, pruned_loss=0.0646, over 2474395.10 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07044, over 22894.48 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2863, pruned_loss=0.05411, over 2418242.89 frames. utt_duration=1321 frames, utt_pad_proportion=0.039, over 7329.45 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3035, pruned_loss=0.06676, over 2475531.78 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07126, over 24584.90 utterances.], batch size: 35, lr: 3.19e-04
2022-08-28 05:03:10,461 INFO [train.py:927] (4/8) Epoch 12, batch 7700, giga_loss[loss=0.2221, simple_loss=0.308, pruned_loss=0.06811, over 12371.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02801, over 91.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2992, pruned_loss=0.06307, over 2474965.81 frames. utt_duration=432.6 frames, utt_pad_proportion=0.06969, over 22960.50 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.05422, over 2419707.78 frames. utt_duration=1323 frames, utt_pad_proportion=0.03823, over 7324.25 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3014, pruned_loss=0.06491, over 2475816.37 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07077, over 24667.56 utterances.], batch size: 91, lr: 3.19e-04
2022-08-28 05:04:54,630 INFO [train.py:927] (4/8) Epoch 12, batch 7750, giga_loss[loss=0.2089, simple_loss=0.2906, pruned_loss=0.06362, over 12442.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04142, over 114.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.296, pruned_loss=0.06142, over 2475268.65 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07007, over 23170.39 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2866, pruned_loss=0.05425, over 2420822.21 frames. utt_duration=1326 frames, utt_pad_proportion=0.03777, over 7308.36 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.298, pruned_loss=0.06304, over 2476168.61 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07123, over 24904.61 utterances.], batch size: 114, lr: 3.19e-04
2022-08-28 05:06:44,079 INFO [train.py:927] (4/8) Epoch 12, batch 7800, giga_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05067, over 12397.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07386, over 212.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2956, pruned_loss=0.06132, over 2475053.87 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07177, over 23445.46 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05429, over 2421557.21 frames. utt_duration=1312 frames, utt_pad_proportion=0.04215, over 7389.17 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2972, pruned_loss=0.06268, over 2476062.56 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07169, over 25022.17 utterances.], batch size: 212, lr: 3.19e-04
2022-08-28 05:08:41,067 INFO [train.py:927] (4/8) Epoch 12, batch 7850, giga_loss[loss=0.2044, simple_loss=0.2957, pruned_loss=0.05662, over 12327.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03454, over 58.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.296, pruned_loss=0.06086, over 2475514.85 frames. utt_duration=408 frames, utt_pad_proportion=0.07407, over 24353.30 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2867, pruned_loss=0.05432, over 2423099.94 frames. utt_duration=1316 frames, utt_pad_proportion=0.04127, over 7372.79 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2976, pruned_loss=0.06211, over 2476362.15 frames. utt_duration=381 frames, utt_pad_proportion=0.07435, over 26097.63 utterances.], batch size: 58, lr: 3.19e-04
2022-08-28 05:10:41,207 INFO [train.py:927] (4/8) Epoch 12, batch 7900, giga_loss[loss=0.2106, simple_loss=0.2849, pruned_loss=0.06816, over 12396.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2949, pruned_loss=0.05995, over 2476174.44 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0695, over 24270.37 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.287, pruned_loss=0.05461, over 2424071.60 frames. utt_duration=1318 frames, utt_pad_proportion=0.04053, over 7366.55 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2961, pruned_loss=0.06082, over 2477148.66 frames. utt_duration=381.7 frames, utt_pad_proportion=0.07037, over 26053.19 utterances.], batch size: 257, lr: 3.19e-04
2022-08-28 05:12:47,729 INFO [train.py:927] (4/8) Epoch 12, batch 7950, giga_loss[loss=0.1956, simple_loss=0.2841, pruned_loss=0.05358, over 12395.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03257, over 122.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05844, over 2476633.54 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06971, over 24738.64 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.287, pruned_loss=0.05459, over 2424549.12 frames. utt_duration=1320 frames, utt_pad_proportion=0.04024, over 7355.93 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05919, over 2477443.93 frames. utt_duration=378 frames, utt_pad_proportion=0.07052, over 26312.92 utterances.], batch size: 122, lr: 3.19e-04
2022-08-28 05:14:57,953 INFO [train.py:927] (4/8) Epoch 12, batch 8000, giga_loss[loss=0.1899, simple_loss=0.278, pruned_loss=0.05094, over 12407.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2918, pruned_loss=0.05807, over 2476387.12 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07033, over 24285.66 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2879, pruned_loss=0.05512, over 2425907.83 frames. utt_duration=1291 frames, utt_pad_proportion=0.04911, over 7526.88 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.292, pruned_loss=0.05831, over 2477637.52 frames. utt_duration=382.3 frames, utt_pad_proportion=0.069, over 26013.30 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 05:16:50,656 INFO [train.py:927] (4/8) Epoch 12, batch 8050, giga_loss[loss=0.2083, simple_loss=0.3009, pruned_loss=0.05783, over 12390.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0598, over 182.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2918, pruned_loss=0.05806, over 2476656.90 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06928, over 24771.14 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2881, pruned_loss=0.05511, over 2427372.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.04805, over 7531.04 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2918, pruned_loss=0.05834, over 2477710.15 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06872, over 26595.81 utterances.], batch size: 182, lr: 3.19e-04
2022-08-28 05:19:03,011 INFO [train.py:927] (4/8) Epoch 12, batch 8100, giga_loss[loss=0.1857, simple_loss=0.2819, pruned_loss=0.04478, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03848, over 113.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05787, over 2476621.42 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07538, over 25388.04 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2888, pruned_loss=0.05547, over 2429606.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05271, over 7645.83 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2917, pruned_loss=0.05792, over 2477647.85 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07361, over 27522.93 utterances.], batch size: 113, lr: 3.19e-04
2022-08-28 05:21:05,756 INFO [train.py:927] (4/8) Epoch 12, batch 8150, giga_loss[loss=0.1648, simple_loss=0.2626, pruned_loss=0.03356, over 12451.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03688, over 133.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2905, pruned_loss=0.05704, over 2476941.10 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07275, over 25343.27 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2886, pruned_loss=0.05538, over 2430291.40 frames. utt_duration=1276 frames, utt_pad_proportion=0.05213, over 7629.21 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2904, pruned_loss=0.05717, over 2477780.12 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07171, over 27262.06 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 05:23:12,466 INFO [train.py:927] (4/8) Epoch 12, batch 8200, giga_loss[loss=0.2214, simple_loss=0.3131, pruned_loss=0.06485, over 12401.00 frames. utt_duration=584.8 frames, utt_pad_proportion=0.02541, over 85.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2938, pruned_loss=0.05717, over 2477351.42 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06965, over 25765.07 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2885, pruned_loss=0.05531, over 2430457.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05176, over 7615.94 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2939, pruned_loss=0.05735, over 2478282.94 frames. utt_duration=362.4 frames, utt_pad_proportion=0.06916, over 27448.98 utterances.], batch size: 85, lr: 3.19e-04
2022-08-28 05:25:22,938 INFO [train.py:927] (4/8) Epoch 12, batch 8250, giga_loss[loss=0.2543, simple_loss=0.3453, pruned_loss=0.08162, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03854, over 113.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2941, pruned_loss=0.05589, over 2477290.70 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06686, over 25651.47 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2879, pruned_loss=0.05515, over 2430918.35 frames. utt_duration=1284 frames, utt_pad_proportion=0.05109, over 7582.89 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2947, pruned_loss=0.05619, over 2478447.36 frames. utt_duration=363.7 frames, utt_pad_proportion=0.06685, over 27347.89 utterances.], batch size: 113, lr: 3.19e-04
2022-08-28 05:27:23,659 INFO [train.py:927] (4/8) Epoch 12, batch 8300, giga_loss[loss=0.2081, simple_loss=0.296, pruned_loss=0.0601, over 12430.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04935, over 161.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.295, pruned_loss=0.05719, over 2477644.72 frames. utt_duration=392.1 frames, utt_pad_proportion=0.0657, over 25352.05 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2874, pruned_loss=0.05486, over 2432141.41 frames. utt_duration=1290 frames, utt_pad_proportion=0.05014, over 7547.80 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2962, pruned_loss=0.05774, over 2478716.17 frames. utt_duration=365.2 frames, utt_pad_proportion=0.06611, over 27240.16 utterances.], batch size: 161, lr: 3.19e-04
2022-08-28 05:29:55,602 INFO [train.py:927] (4/8) Epoch 12, batch 8350, libri_loss[loss=0.2389, simple_loss=0.3462, pruned_loss=0.06576, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006682, over 37.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2941, pruned_loss=0.05696, over 2477648.63 frames. utt_duration=400 frames, utt_pad_proportion=0.06548, over 24848.70 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2877, pruned_loss=0.0549, over 2432660.00 frames. utt_duration=1292 frames, utt_pad_proportion=0.04955, over 7538.66 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2948, pruned_loss=0.05739, over 2478625.98 frames. utt_duration=374 frames, utt_pad_proportion=0.06605, over 26591.65 utterances.], batch size: 37, lr: 3.18e-04
2022-08-28 05:32:01,743 INFO [train.py:927] (4/8) Epoch 12, batch 8400, giga_loss[loss=0.1885, simple_loss=0.2792, pruned_loss=0.04892, over 12347.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.291, pruned_loss=0.05532, over 2478210.81 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06733, over 24518.47 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2878, pruned_loss=0.05485, over 2433450.11 frames. utt_duration=1294 frames, utt_pad_proportion=0.04877, over 7532.89 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2915, pruned_loss=0.05572, over 2479084.87 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06795, over 26202.41 utterances.], batch size: 113, lr: 3.18e-04
2022-08-28 05:33:59,612 INFO [train.py:927] (4/8) Epoch 12, batch 8450, libri_loss[loss=0.1657, simple_loss=0.2551, pruned_loss=0.03819, over 12246.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.04334, over 27.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2921, pruned_loss=0.0561, over 2477809.19 frames. utt_duration=428.1 frames, utt_pad_proportion=0.0635, over 23217.65 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2879, pruned_loss=0.05479, over 2435303.34 frames. utt_duration=1294 frames, utt_pad_proportion=0.04743, over 7535.16 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2927, pruned_loss=0.05652, over 2478833.71 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06488, over 25349.19 utterances.], batch size: 27, lr: 3.18e-04
2022-08-28 05:35:59,194 INFO [train.py:927] (4/8) Epoch 12, batch 8500, giga_loss[loss=0.224, simple_loss=0.3064, pruned_loss=0.07085, over 12476.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02947, over 55.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.05686, over 2477840.42 frames. utt_duration=419.3 frames, utt_pad_proportion=0.0667, over 23706.80 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2876, pruned_loss=0.05476, over 2436415.44 frames. utt_duration=1299 frames, utt_pad_proportion=0.04622, over 7509.83 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05727, over 2478948.40 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06801, over 25938.98 utterances.], batch size: 55, lr: 3.18e-04
2022-08-28 05:38:06,777 INFO [train.py:927] (4/8) Epoch 12, batch 8550, giga_loss[loss=0.1889, simple_loss=0.2814, pruned_loss=0.04821, over 12377.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05599, over 181.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2917, pruned_loss=0.05772, over 2477179.78 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06797, over 24311.93 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2874, pruned_loss=0.05467, over 2436616.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04551, over 7494.78 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2926, pruned_loss=0.05817, over 2478596.08 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06919, over 26387.87 utterances.], batch size: 181, lr: 3.18e-04
2022-08-28 05:40:23,938 INFO [train.py:927] (4/8) Epoch 12, batch 8600, giga_loss[loss=0.2104, simple_loss=0.3011, pruned_loss=0.05982, over 12369.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02952, over 85.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05792, over 2477136.26 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06924, over 24996.06 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2874, pruned_loss=0.0547, over 2437040.81 frames. utt_duration=1305 frames, utt_pad_proportion=0.04487, over 7480.08 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.0583, over 2478598.51 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07036, over 26950.91 utterances.], batch size: 85, lr: 3.18e-04
2022-08-28 05:42:35,200 INFO [train.py:927] (4/8) Epoch 12, batch 8650, giga_loss[loss=0.1787, simple_loss=0.2634, pruned_loss=0.047, over 12256.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.0225, over 54.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2915, pruned_loss=0.05766, over 2477194.46 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06653, over 24255.85 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2879, pruned_loss=0.0548, over 2438343.05 frames. utt_duration=1303 frames, utt_pad_proportion=0.04382, over 7494.94 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2919, pruned_loss=0.05797, over 2478442.64 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06812, over 26366.73 utterances.], batch size: 54, lr: 3.18e-04
2022-08-28 05:44:32,766 INFO [train.py:927] (4/8) Epoch 12, batch 8700, giga_loss[loss=0.2037, simple_loss=0.2867, pruned_loss=0.06038, over 12419.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.0581, over 182.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2873, pruned_loss=0.05584, over 2477188.01 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07034, over 24575.60 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2876, pruned_loss=0.05461, over 2439289.63 frames. utt_duration=1308 frames, utt_pad_proportion=0.04284, over 7466.44 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2879, pruned_loss=0.05631, over 2478381.72 frames. utt_duration=372 frames, utt_pad_proportion=0.07167, over 26736.62 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 05:46:33,163 INFO [train.py:927] (4/8) Epoch 12, batch 8750, giga_loss[loss=0.1647, simple_loss=0.2623, pruned_loss=0.03354, over 12360.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2866, pruned_loss=0.05552, over 2476872.66 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07064, over 24681.22 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2876, pruned_loss=0.0545, over 2439667.14 frames. utt_duration=1309 frames, utt_pad_proportion=0.04234, over 7461.10 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2871, pruned_loss=0.05602, over 2478175.29 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07192, over 26710.19 utterances.], batch size: 66, lr: 3.18e-04
2022-08-28 05:48:39,252 INFO [train.py:927] (4/8) Epoch 12, batch 8800, giga_loss[loss=0.2067, simple_loss=0.29, pruned_loss=0.0617, over 12426.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03049, over 122.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2846, pruned_loss=0.05402, over 2477010.51 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06735, over 23755.67 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2873, pruned_loss=0.05439, over 2440191.85 frames. utt_duration=1314 frames, utt_pad_proportion=0.04164, over 7437.83 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2852, pruned_loss=0.05451, over 2478404.31 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06899, over 25769.77 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 05:50:50,318 INFO [train.py:927] (4/8) Epoch 12, batch 8850, giga_loss[loss=0.1897, simple_loss=0.2738, pruned_loss=0.05281, over 12443.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2843, pruned_loss=0.05399, over 2477368.60 frames. utt_duration=415.4 frames, utt_pad_proportion=0.0699, over 23922.43 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2876, pruned_loss=0.05468, over 2441629.98 frames. utt_duration=1301 frames, utt_pad_proportion=0.04507, over 7518.27 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2844, pruned_loss=0.05412, over 2478870.67 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07044, over 26216.04 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 05:52:56,276 INFO [train.py:927] (4/8) Epoch 12, batch 8900, giga_loss[loss=0.1902, simple_loss=0.272, pruned_loss=0.05418, over 12371.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03572, over 132.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2838, pruned_loss=0.05364, over 2477612.48 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06725, over 23714.03 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.05453, over 2441616.80 frames. utt_duration=1303 frames, utt_pad_proportion=0.04479, over 7502.12 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2841, pruned_loss=0.05386, over 2479099.21 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06799, over 25665.55 utterances.], batch size: 132, lr: 3.18e-04
2022-08-28 05:54:53,075 INFO [train.py:927] (4/8) Epoch 12, batch 8950, giga_loss[loss=0.247, simple_loss=0.3409, pruned_loss=0.07655, over 12475.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02977, over 75.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2827, pruned_loss=0.05281, over 2477260.81 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06798, over 23572.39 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05446, over 2442690.92 frames. utt_duration=1308 frames, utt_pad_proportion=0.04367, over 7481.08 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.283, pruned_loss=0.05299, over 2478622.83 frames. utt_duration=387 frames, utt_pad_proportion=0.06908, over 25700.36 utterances.], batch size: 75, lr: 3.18e-04
2022-08-28 05:56:56,067 INFO [train.py:927] (4/8) Epoch 12, batch 9000, giga_loss[loss=0.1927, simple_loss=0.2718, pruned_loss=0.05679, over 12374.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1863, over 361.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2856, pruned_loss=0.05321, over 2477417.77 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06767, over 23819.90 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2873, pruned_loss=0.05451, over 2442949.42 frames. utt_duration=1309 frames, utt_pad_proportion=0.04315, over 7470.91 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2855, pruned_loss=0.05329, over 2478752.17 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06878, over 25744.43 utterances.], batch size: 361, lr: 3.18e-04
2022-08-28 05:56:56,068 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 05:57:10,156 INFO [train.py:967] (4/8) 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 05:59:07,208 INFO [train.py:927] (4/8) Epoch 12, batch 9050, giga_loss[loss=0.2175, simple_loss=0.3078, pruned_loss=0.06359, over 12388.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05021, over 161.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2859, pruned_loss=0.05281, over 2477246.29 frames. utt_duration=418 frames, utt_pad_proportion=0.06663, over 23772.08 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.287, pruned_loss=0.05435, over 2443365.84 frames. utt_duration=1313 frames, utt_pad_proportion=0.0426, over 7450.07 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05296, over 2478841.32 frames. utt_duration=386 frames, utt_pad_proportion=0.06791, over 25764.25 utterances.], batch size: 161, lr: 3.18e-04
2022-08-28 06:01:07,047 INFO [train.py:927] (4/8) Epoch 12, batch 9100, giga_loss[loss=0.2076, simple_loss=0.2927, pruned_loss=0.06127, over 12405.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03162, over 122.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2843, pruned_loss=0.05209, over 2476584.48 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06375, over 23174.63 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2863, pruned_loss=0.05414, over 2443686.95 frames. utt_duration=1319 frames, utt_pad_proportion=0.04146, over 7421.37 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2851, pruned_loss=0.05236, over 2478777.59 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06556, over 25381.19 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 06:03:02,757 INFO [train.py:927] (4/8) Epoch 12, batch 9150, giga_loss[loss=0.2039, simple_loss=0.2883, pruned_loss=0.05977, over 12337.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03095, over 91.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2832, pruned_loss=0.05224, over 2476417.75 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06448, over 23240.73 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2863, pruned_loss=0.05413, over 2444083.61 frames. utt_duration=1320 frames, utt_pad_proportion=0.04106, over 7414.03 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2838, pruned_loss=0.05244, over 2478246.44 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06605, over 25193.68 utterances.], batch size: 91, lr: 3.18e-04
2022-08-28 06:05:08,056 INFO [train.py:927] (4/8) Epoch 12, batch 9200, giga_loss[loss=0.2195, simple_loss=0.3018, pruned_loss=0.06866, over 12392.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2858, pruned_loss=0.05348, over 2476629.59 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06364, over 23860.16 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2863, pruned_loss=0.05415, over 2444292.05 frames. utt_duration=1321 frames, utt_pad_proportion=0.04079, over 7409.92 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2862, pruned_loss=0.0536, over 2478151.31 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06504, over 25541.75 utterances.], batch size: 257, lr: 3.18e-04
2022-08-28 06:07:03,092 INFO [train.py:927] (4/8) Epoch 12, batch 9250, giga_loss[loss=0.2629, simple_loss=0.3307, pruned_loss=0.09748, over 12410.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2886, pruned_loss=0.05539, over 2477138.74 frames. utt_duration=397 frames, utt_pad_proportion=0.068, over 25037.80 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05434, over 2444716.32 frames. utt_duration=1309 frames, utt_pad_proportion=0.04497, over 7481.81 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2885, pruned_loss=0.05531, over 2478409.30 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06787, over 26536.14 utterances.], batch size: 258, lr: 3.18e-04
2022-08-28 06:09:16,622 INFO [train.py:927] (4/8) Epoch 12, batch 9300, giga_loss[loss=0.222, simple_loss=0.3061, pruned_loss=0.06898, over 12388.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07141, over 212.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.05684, over 2477454.74 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06854, over 25583.43 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05446, over 2445374.80 frames. utt_duration=1309 frames, utt_pad_proportion=0.0442, over 7482.79 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2912, pruned_loss=0.05671, over 2478599.20 frames. utt_duration=366.3 frames, utt_pad_proportion=0.06873, over 27158.25 utterances.], batch size: 212, lr: 3.18e-04
2022-08-28 06:11:23,546 INFO [train.py:927] (4/8) Epoch 12, batch 9350, giga_loss[loss=0.2157, simple_loss=0.2948, pruned_loss=0.06833, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02598, over 91.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2906, pruned_loss=0.05686, over 2477732.46 frames. utt_duration=382 frames, utt_pad_proportion=0.06926, over 26023.91 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2868, pruned_loss=0.05424, over 2446088.24 frames. utt_duration=1312 frames, utt_pad_proportion=0.04325, over 7466.29 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2907, pruned_loss=0.05703, over 2478875.98 frames. utt_duration=358 frames, utt_pad_proportion=0.06977, over 27791.41 utterances.], batch size: 91, lr: 3.18e-04
2022-08-28 06:13:20,994 INFO [train.py:927] (4/8) Epoch 12, batch 9400, giga_loss[loss=0.2033, simple_loss=0.2859, pruned_loss=0.0604, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2893, pruned_loss=0.05615, over 2477195.91 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06656, over 24801.02 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2864, pruned_loss=0.05407, over 2446404.80 frames. utt_duration=1320 frames, utt_pad_proportion=0.04205, over 7419.38 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2899, pruned_loss=0.05652, over 2478953.26 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06765, over 26909.95 utterances.], batch size: 212, lr: 3.18e-04
2022-08-28 06:15:23,977 INFO [train.py:927] (4/8) Epoch 12, batch 9450, giga_loss[loss=0.2121, simple_loss=0.2989, pruned_loss=0.06271, over 12390.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02807, over 85.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2885, pruned_loss=0.05601, over 2476882.42 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06845, over 24339.40 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2869, pruned_loss=0.05427, over 2447234.37 frames. utt_duration=1307 frames, utt_pad_proportion=0.04518, over 7500.13 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2887, pruned_loss=0.05621, over 2478667.09 frames. utt_duration=374 frames, utt_pad_proportion=0.0688, over 26594.53 utterances.], batch size: 85, lr: 3.18e-04
2022-08-28 06:17:28,418 INFO [train.py:927] (4/8) Epoch 12, batch 9500, giga_loss[loss=0.1893, simple_loss=0.298, pruned_loss=0.04032, over 12430.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03046, over 75.00 utterances.], tot_loss[loss=0.198, simple_loss=0.287, pruned_loss=0.05447, over 2476838.73 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06881, over 23786.14 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2868, pruned_loss=0.05423, over 2447376.33 frames. utt_duration=1308 frames, utt_pad_proportion=0.04485, over 7490.16 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2872, pruned_loss=0.05468, over 2478383.32 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06922, over 25720.73 utterances.], batch size: 75, lr: 3.18e-04
2022-08-28 06:19:17,979 INFO [train.py:927] (4/8) Epoch 12, batch 9550, giga_loss[loss=0.196, simple_loss=0.2918, pruned_loss=0.05011, over 12355.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04697, over 146.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2876, pruned_loss=0.05302, over 2477245.74 frames. utt_duration=427 frames, utt_pad_proportion=0.0652, over 23270.78 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2865, pruned_loss=0.05409, over 2447627.50 frames. utt_duration=1311 frames, utt_pad_proportion=0.04455, over 7475.28 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.288, pruned_loss=0.0533, over 2478505.70 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06589, over 24947.39 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:21:31,067 INFO [train.py:927] (4/8) Epoch 12, batch 9600, giga_loss[loss=0.1835, simple_loss=0.2768, pruned_loss=0.04506, over 12354.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03243, over 62.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2873, pruned_loss=0.0526, over 2477280.53 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07001, over 24265.02 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2866, pruned_loss=0.05406, over 2447643.36 frames. utt_duration=1312 frames, utt_pad_proportion=0.04437, over 7471.91 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2876, pruned_loss=0.05285, over 2478389.99 frames. utt_duration=387.6 frames, utt_pad_proportion=0.07036, over 25656.40 utterances.], batch size: 62, lr: 3.18e-04
2022-08-28 06:23:40,589 INFO [train.py:927] (4/8) Epoch 12, batch 9650, giga_loss[loss=0.178, simple_loss=0.2819, pruned_loss=0.03702, over 12393.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.02977, over 51.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2878, pruned_loss=0.05282, over 2477966.67 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07131, over 24648.81 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2866, pruned_loss=0.05398, over 2448898.53 frames. utt_duration=1306 frames, utt_pad_proportion=0.04505, over 7511.82 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.288, pruned_loss=0.05304, over 2478656.62 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07165, over 26295.66 utterances.], batch size: 51, lr: 3.18e-04
2022-08-28 06:25:53,969 INFO [train.py:927] (4/8) Epoch 12, batch 9700, giga_loss[loss=0.2202, simple_loss=0.3119, pruned_loss=0.06424, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2897, pruned_loss=0.05352, over 2477894.89 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06737, over 24102.59 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2863, pruned_loss=0.05387, over 2449601.29 frames. utt_duration=1308 frames, utt_pad_proportion=0.04502, over 7499.96 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2903, pruned_loss=0.05377, over 2478735.58 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06813, over 25981.94 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:28:10,541 INFO [train.py:927] (4/8) Epoch 12, batch 9750, giga_loss[loss=0.1899, simple_loss=0.2805, pruned_loss=0.0496, over 12427.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07276, over 212.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2898, pruned_loss=0.05307, over 2476909.83 frames. utt_duration=429.6 frames, utt_pad_proportion=0.06279, over 23126.01 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.286, pruned_loss=0.05365, over 2449553.51 frames. utt_duration=1314 frames, utt_pad_proportion=0.04392, over 7464.87 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2907, pruned_loss=0.05345, over 2478501.83 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06422, over 25176.91 utterances.], batch size: 212, lr: 3.18e-04
2022-08-28 06:30:25,945 INFO [train.py:927] (4/8) Epoch 12, batch 9800, giga_loss[loss=0.196, simple_loss=0.2952, pruned_loss=0.04837, over 12415.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.029, over 122.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2892, pruned_loss=0.05304, over 2477438.49 frames. utt_duration=434.3 frames, utt_pad_proportion=0.06067, over 22881.74 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2864, pruned_loss=0.05379, over 2450114.63 frames. utt_duration=1307 frames, utt_pad_proportion=0.04433, over 7509.20 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2896, pruned_loss=0.05323, over 2478685.56 frames. utt_duration=402 frames, utt_pad_proportion=0.062, over 24732.48 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 06:32:22,764 INFO [train.py:927] (4/8) Epoch 12, batch 9850, giga_loss[loss=0.1879, simple_loss=0.2835, pruned_loss=0.04613, over 12371.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0287, over 91.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2892, pruned_loss=0.05307, over 2476896.32 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0615, over 22841.63 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2866, pruned_loss=0.05377, over 2450448.69 frames. utt_duration=1299 frames, utt_pad_proportion=0.04746, over 7551.96 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2895, pruned_loss=0.0532, over 2478872.94 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06195, over 25043.46 utterances.], batch size: 91, lr: 3.18e-04
2022-08-28 06:34:19,582 INFO [train.py:927] (4/8) Epoch 12, batch 9900, giga_loss[loss=0.1992, simple_loss=0.2853, pruned_loss=0.0566, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03026, over 85.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2909, pruned_loss=0.05355, over 2476944.91 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06011, over 22977.20 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2861, pruned_loss=0.05353, over 2450562.82 frames. utt_duration=1304 frames, utt_pad_proportion=0.04699, over 7527.79 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2915, pruned_loss=0.05385, over 2478751.70 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06073, over 24930.73 utterances.], batch size: 85, lr: 3.18e-04
2022-08-28 06:36:08,668 INFO [train.py:927] (4/8) Epoch 12, batch 9950, libri_loss[loss=0.2227, simple_loss=0.319, pruned_loss=0.06314, over 12400.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02453, over 43.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2889, pruned_loss=0.05317, over 2476795.16 frames. utt_duration=435.3 frames, utt_pad_proportion=0.05839, over 22821.47 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.05359, over 2450957.41 frames. utt_duration=1304 frames, utt_pad_proportion=0.04652, over 7527.21 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2894, pruned_loss=0.05336, over 2478346.56 frames. utt_duration=403.3 frames, utt_pad_proportion=0.0592, over 24652.73 utterances.], batch size: 43, lr: 3.18e-04
2022-08-28 06:38:02,819 INFO [train.py:927] (4/8) Epoch 12, batch 10000, giga_loss[loss=0.2549, simple_loss=0.341, pruned_loss=0.0844, over 12443.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04158, over 26.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2921, pruned_loss=0.05546, over 2477005.76 frames. utt_duration=437.8 frames, utt_pad_proportion=0.05915, over 22695.62 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2868, pruned_loss=0.05374, over 2451501.42 frames. utt_duration=1305 frames, utt_pad_proportion=0.04559, over 7520.06 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2921, pruned_loss=0.05549, over 2478352.14 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06012, over 24533.71 utterances.], batch size: 26, lr: 3.18e-04
2022-08-28 06:39:43,365 INFO [train.py:927] (4/8) Epoch 12, batch 10050, giga_loss[loss=0.1938, simple_loss=0.2909, pruned_loss=0.04834, over 12379.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.0265, over 66.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2973, pruned_loss=0.058, over 2476517.01 frames. utt_duration=460 frames, utt_pad_proportion=0.05813, over 21595.11 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2866, pruned_loss=0.05374, over 2452029.51 frames. utt_duration=1305 frames, utt_pad_proportion=0.04562, over 7525.04 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2977, pruned_loss=0.05809, over 2477663.62 frames. utt_duration=425.1 frames, utt_pad_proportion=0.05909, over 23384.57 utterances.], batch size: 66, lr: 3.18e-04
2022-08-28 06:41:27,140 INFO [train.py:927] (4/8) Epoch 12, batch 10100, giga_loss[loss=0.1577, simple_loss=0.2455, pruned_loss=0.03492, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03159, over 58.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2941, pruned_loss=0.05772, over 2475486.52 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06064, over 21277.93 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.05354, over 2452185.75 frames. utt_duration=1308 frames, utt_pad_proportion=0.04514, over 7510.21 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2948, pruned_loss=0.05805, over 2476582.08 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06147, over 22905.21 utterances.], batch size: 58, lr: 3.18e-04
2022-08-28 06:43:08,627 INFO [train.py:927] (4/8) Epoch 12, batch 10150, giga_loss[loss=0.1757, simple_loss=0.2528, pruned_loss=0.04925, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02778, over 80.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2881, pruned_loss=0.05578, over 2475620.87 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06189, over 20376.75 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2862, pruned_loss=0.05359, over 2452381.04 frames. utt_duration=1298 frames, utt_pad_proportion=0.04846, over 7564.17 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2888, pruned_loss=0.05609, over 2477055.43 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06165, over 22065.26 utterances.], batch size: 80, lr: 3.18e-04
2022-08-28 06:44:52,470 INFO [train.py:927] (4/8) Epoch 12, batch 10200, giga_loss[loss=0.161, simple_loss=0.2477, pruned_loss=0.03711, over 12488.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03434, over 43.00 utterances.], tot_loss[loss=0.194, simple_loss=0.281, pruned_loss=0.05347, over 2475391.53 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06318, over 19966.62 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2866, pruned_loss=0.05374, over 2453049.72 frames. utt_duration=1288 frames, utt_pad_proportion=0.05256, over 7626.64 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2813, pruned_loss=0.05362, over 2476354.13 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06184, over 21467.35 utterances.], batch size: 43, lr: 3.17e-04
2022-08-28 06:46:34,187 INFO [train.py:927] (4/8) Epoch 12, batch 10250, giga_loss[loss=0.1835, simple_loss=0.2663, pruned_loss=0.0503, over 12367.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03968, over 145.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.276, pruned_loss=0.05186, over 2475622.40 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06253, over 19648.75 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05359, over 2453371.11 frames. utt_duration=1294 frames, utt_pad_proportion=0.05162, over 7594.28 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2761, pruned_loss=0.05209, over 2476600.53 frames. utt_duration=470 frames, utt_pad_proportion=0.06184, over 21141.41 utterances.], batch size: 145, lr: 3.17e-04
2022-08-28 06:48:16,560 INFO [train.py:927] (4/8) Epoch 12, batch 10300, giga_loss[loss=0.1365, simple_loss=0.2135, pruned_loss=0.02975, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04565, over 34.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2709, pruned_loss=0.05018, over 2474763.89 frames. utt_duration=507.7 frames, utt_pad_proportion=0.0671, over 19553.81 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05334, over 2453865.71 frames. utt_duration=1297 frames, utt_pad_proportion=0.05051, over 7574.91 utterances.], giga_tot_loss[loss=0.186, simple_loss=0.271, pruned_loss=0.0505, over 2475889.60 frames. utt_duration=468 frames, utt_pad_proportion=0.06678, over 21222.54 utterances.], batch size: 34, lr: 3.17e-04
2022-08-28 06:49:58,178 INFO [train.py:927] (4/8) Epoch 12, batch 10350, giga_loss[loss=0.1739, simple_loss=0.2548, pruned_loss=0.04648, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03004, over 45.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2668, pruned_loss=0.04892, over 2473742.20 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06796, over 19612.50 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.286, pruned_loss=0.05332, over 2453630.79 frames. utt_duration=1301 frames, utt_pad_proportion=0.04978, over 7553.57 utterances.], giga_tot_loss[loss=0.1824, simple_loss=0.2666, pruned_loss=0.04912, over 2475217.06 frames. utt_duration=469 frames, utt_pad_proportion=0.06799, over 21175.75 utterances.], batch size: 45, lr: 3.17e-04
2022-08-28 06:51:42,090 INFO [train.py:927] (4/8) Epoch 12, batch 10400, giga_loss[loss=0.1492, simple_loss=0.2255, pruned_loss=0.03649, over 12469.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03507, over 40.00 utterances.], tot_loss[loss=0.1778, simple_loss=0.2617, pruned_loss=0.04698, over 2473535.46 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06549, over 19171.98 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2856, pruned_loss=0.05315, over 2453950.99 frames. utt_duration=1305 frames, utt_pad_proportion=0.04927, over 7531.36 utterances.], giga_tot_loss[loss=0.178, simple_loss=0.2616, pruned_loss=0.04722, over 2474689.89 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06591, over 20586.02 utterances.], batch size: 40, lr: 3.17e-04
2022-08-28 06:53:25,257 INFO [train.py:927] (4/8) Epoch 12, batch 10450, giga_loss[loss=0.1841, simple_loss=0.2638, pruned_loss=0.05218, over 12391.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05866, over 182.00 utterances.], tot_loss[loss=0.1746, simple_loss=0.2574, pruned_loss=0.04592, over 2474013.83 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07181, over 19364.29 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2861, pruned_loss=0.05339, over 2454571.82 frames. utt_duration=1307 frames, utt_pad_proportion=0.04833, over 7521.23 utterances.], giga_tot_loss[loss=0.1739, simple_loss=0.2564, pruned_loss=0.04576, over 2474827.36 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07221, over 20756.54 utterances.], batch size: 182, lr: 3.17e-04
2022-08-28 06:55:06,667 INFO [train.py:927] (4/8) Epoch 12, batch 10500, giga_loss[loss=0.204, simple_loss=0.3003, pruned_loss=0.0539, over 12406.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04483, over 26.00 utterances.], tot_loss[loss=0.1799, simple_loss=0.2627, pruned_loss=0.04854, over 2474137.19 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07268, over 19801.07 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.05354, over 2455051.68 frames. utt_duration=1305 frames, utt_pad_proportion=0.04787, over 7536.32 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2609, pruned_loss=0.04808, over 2475000.72 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0734, over 21291.67 utterances.], batch size: 26, lr: 3.17e-04
2022-08-28 06:56:51,926 INFO [train.py:927] (4/8) Epoch 12, batch 10550, giga_loss[loss=0.21, simple_loss=0.3014, pruned_loss=0.05934, over 12364.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.0271, over 66.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2739, pruned_loss=0.05352, over 2474364.35 frames. utt_duration=512 frames, utt_pad_proportion=0.07068, over 19386.26 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.0536, over 2455299.27 frames. utt_duration=1305 frames, utt_pad_proportion=0.04731, over 7533.31 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2722, pruned_loss=0.05306, over 2475086.28 frames. utt_duration=479 frames, utt_pad_proportion=0.07169, over 20733.19 utterances.], batch size: 66, lr: 3.17e-04
2022-08-28 06:58:32,259 INFO [train.py:927] (4/8) Epoch 12, batch 10600, giga_loss[loss=0.2152, simple_loss=0.3082, pruned_loss=0.06108, over 12417.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05554, over 162.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2803, pruned_loss=0.05559, over 2474280.44 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07442, over 19624.91 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2866, pruned_loss=0.05378, over 2455746.05 frames. utt_duration=1292 frames, utt_pad_proportion=0.05154, over 7609.24 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2785, pruned_loss=0.05509, over 2474795.75 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07375, over 20841.28 utterances.], batch size: 162, lr: 3.17e-04
2022-08-28 07:00:17,007 INFO [train.py:927] (4/8) Epoch 12, batch 10650, giga_loss[loss=0.1937, simple_loss=0.2743, pruned_loss=0.05654, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.0507, over 34.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2842, pruned_loss=0.05673, over 2474019.50 frames. utt_duration=516.7 frames, utt_pad_proportion=0.07336, over 19206.38 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2871, pruned_loss=0.05378, over 2456178.26 frames. utt_duration=1296 frames, utt_pad_proportion=0.05064, over 7592.10 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2822, pruned_loss=0.0564, over 2474464.14 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07335, over 20459.45 utterances.], batch size: 34, lr: 3.17e-04
2022-08-28 07:02:01,604 INFO [train.py:927] (4/8) Epoch 12, batch 10700, giga_loss[loss=0.2243, simple_loss=0.3045, pruned_loss=0.07201, over 12459.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03377, over 43.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2878, pruned_loss=0.05897, over 2472801.18 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07409, over 18789.16 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05357, over 2456230.98 frames. utt_duration=1301 frames, utt_pad_proportion=0.05004, over 7559.47 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2866, pruned_loss=0.05896, over 2473404.83 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07436, over 20015.81 utterances.], batch size: 43, lr: 3.17e-04
2022-08-28 07:03:41,822 INFO [train.py:927] (4/8) Epoch 12, batch 10750, giga_loss[loss=0.2302, simple_loss=0.3159, pruned_loss=0.07227, over 12435.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04843, over 34.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2922, pruned_loss=0.06071, over 2472959.37 frames. utt_duration=538.8 frames, utt_pad_proportion=0.07138, over 18411.47 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2864, pruned_loss=0.05356, over 2456360.70 frames. utt_duration=1301 frames, utt_pad_proportion=0.04941, over 7560.68 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2916, pruned_loss=0.06096, over 2473976.42 frames. utt_duration=500.6 frames, utt_pad_proportion=0.0723, over 19825.64 utterances.], batch size: 34, lr: 3.17e-04
2022-08-28 07:05:25,041 INFO [train.py:927] (4/8) Epoch 12, batch 10800, giga_loss[loss=0.218, simple_loss=0.314, pruned_loss=0.06096, over 12412.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03256, over 80.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2952, pruned_loss=0.06121, over 2473239.39 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06942, over 18081.84 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.286, pruned_loss=0.05333, over 2457544.68 frames. utt_duration=1305 frames, utt_pad_proportion=0.04807, over 7538.73 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2954, pruned_loss=0.06191, over 2473579.80 frames. utt_duration=505.2 frames, utt_pad_proportion=0.0711, over 19641.52 utterances.], batch size: 80, lr: 3.17e-04
2022-08-28 07:07:07,438 INFO [train.py:927] (4/8) Epoch 12, batch 10850, giga_loss[loss=0.1974, simple_loss=0.2878, pruned_loss=0.05354, over 12424.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2965, pruned_loss=0.06105, over 2473416.79 frames. utt_duration=544 frames, utt_pad_proportion=0.07322, over 18236.89 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05329, over 2457802.84 frames. utt_duration=1304 frames, utt_pad_proportion=0.04815, over 7547.78 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2968, pruned_loss=0.06177, over 2473720.40 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07442, over 19647.37 utterances.], batch size: 80, lr: 3.17e-04
2022-08-28 07:08:52,646 INFO [train.py:927] (4/8) Epoch 12, batch 10900, giga_loss[loss=0.1985, simple_loss=0.2942, pruned_loss=0.05139, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2971, pruned_loss=0.06064, over 2472917.17 frames. utt_duration=570.8 frames, utt_pad_proportion=0.07037, over 17375.74 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2862, pruned_loss=0.05342, over 2458281.92 frames. utt_duration=1298 frames, utt_pad_proportion=0.0482, over 7585.48 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2975, pruned_loss=0.06127, over 2473047.65 frames. utt_duration=530.4 frames, utt_pad_proportion=0.07181, over 18702.08 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:10:36,162 INFO [train.py:927] (4/8) Epoch 12, batch 10950, giga_loss[loss=0.2262, simple_loss=0.3077, pruned_loss=0.07235, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03512, over 37.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2979, pruned_loss=0.06173, over 2472670.46 frames. utt_duration=601.6 frames, utt_pad_proportion=0.06594, over 16482.43 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.05346, over 2458675.49 frames. utt_duration=1295 frames, utt_pad_proportion=0.04754, over 7603.77 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2983, pruned_loss=0.06246, over 2472849.91 frames. utt_duration=556 frames, utt_pad_proportion=0.06799, over 17839.13 utterances.], batch size: 37, lr: 3.17e-04
2022-08-28 07:12:21,220 INFO [train.py:927] (4/8) Epoch 12, batch 11000, giga_loss[loss=0.2113, simple_loss=0.2922, pruned_loss=0.06517, over 12431.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.0426, over 26.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06336, over 2471897.13 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06544, over 16252.45 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05362, over 2458553.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.04675, over 7580.82 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2989, pruned_loss=0.06404, over 2472512.73 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06758, over 17595.05 utterances.], batch size: 26, lr: 3.17e-04
2022-08-28 07:14:05,658 INFO [train.py:927] (4/8) Epoch 12, batch 11050, giga_loss[loss=0.2274, simple_loss=0.3016, pruned_loss=0.07664, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 104.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2979, pruned_loss=0.06352, over 2472218.14 frames. utt_duration=606.2 frames, utt_pad_proportion=0.06296, over 16352.77 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.0537, over 2458543.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.05077, over 7641.37 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2981, pruned_loss=0.06416, over 2472943.37 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06329, over 17515.40 utterances.], batch size: 104, lr: 3.17e-04
2022-08-28 07:15:50,919 INFO [train.py:927] (4/8) Epoch 12, batch 11100, giga_loss[loss=0.2085, simple_loss=0.295, pruned_loss=0.061, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03348, over 51.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2961, pruned_loss=0.06253, over 2472493.83 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06704, over 17025.83 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2866, pruned_loss=0.05351, over 2458651.30 frames. utt_duration=1292 frames, utt_pad_proportion=0.05045, over 7623.01 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.06327, over 2473082.56 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06721, over 18030.87 utterances.], batch size: 51, lr: 3.17e-04
2022-08-28 07:17:35,307 INFO [train.py:927] (4/8) Epoch 12, batch 11150, giga_loss[loss=0.1693, simple_loss=0.2604, pruned_loss=0.03908, over 12459.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03504, over 86.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2917, pruned_loss=0.06087, over 2472799.88 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06476, over 17543.18 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2864, pruned_loss=0.05353, over 2458750.93 frames. utt_duration=1292 frames, utt_pad_proportion=0.05026, over 7619.91 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2926, pruned_loss=0.06168, over 2473572.39 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06528, over 18611.30 utterances.], batch size: 86, lr: 3.17e-04
2022-08-28 07:19:20,372 INFO [train.py:927] (4/8) Epoch 12, batch 11200, giga_loss[loss=0.2028, simple_loss=0.2867, pruned_loss=0.05942, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06296, over 183.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2882, pruned_loss=0.05997, over 2472671.05 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06714, over 18242.04 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.05354, over 2458479.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04932, over 7588.87 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2891, pruned_loss=0.06078, over 2473871.80 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06782, over 19379.44 utterances.], batch size: 183, lr: 3.17e-04
2022-08-28 07:21:04,484 INFO [train.py:927] (4/8) Epoch 12, batch 11250, giga_loss[loss=0.1749, simple_loss=0.2632, pruned_loss=0.04325, over 12345.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03078, over 58.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2879, pruned_loss=0.0598, over 2472823.63 frames. utt_duration=538 frames, utt_pad_proportion=0.06897, over 18437.99 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.05365, over 2458837.01 frames. utt_duration=1293 frames, utt_pad_proportion=0.04953, over 7615.90 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2884, pruned_loss=0.06047, over 2473705.66 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06949, over 19512.44 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:22:45,773 INFO [train.py:927] (4/8) Epoch 12, batch 11300, giga_loss[loss=0.1802, simple_loss=0.2659, pruned_loss=0.04729, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03523, over 122.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2858, pruned_loss=0.05884, over 2472550.32 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06489, over 17175.73 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2863, pruned_loss=0.05365, over 2459413.39 frames. utt_duration=1287 frames, utt_pad_proportion=0.05206, over 7651.75 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2865, pruned_loss=0.0596, over 2473296.43 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06499, over 18426.37 utterances.], batch size: 122, lr: 3.17e-04
2022-08-28 07:24:27,713 INFO [train.py:927] (4/8) Epoch 12, batch 11350, giga_loss[loss=0.2641, simple_loss=0.333, pruned_loss=0.09757, over 12389.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2834, pruned_loss=0.05782, over 2472940.18 frames. utt_duration=604.6 frames, utt_pad_proportion=0.06, over 16402.26 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2865, pruned_loss=0.05386, over 2460077.66 frames. utt_duration=1290 frames, utt_pad_proportion=0.0512, over 7635.57 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2836, pruned_loss=0.05836, over 2473329.63 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06085, over 17716.64 utterances.], batch size: 258, lr: 3.17e-04
2022-08-28 07:26:12,038 INFO [train.py:927] (4/8) Epoch 12, batch 11400, giga_loss[loss=0.1972, simple_loss=0.2766, pruned_loss=0.05888, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2801, pruned_loss=0.05648, over 2473030.07 frames. utt_duration=624 frames, utt_pad_proportion=0.05745, over 15890.40 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2869, pruned_loss=0.05407, over 2460207.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.05507, over 7709.23 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2798, pruned_loss=0.05674, over 2473330.71 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05663, over 16932.01 utterances.], batch size: 91, lr: 3.17e-04
2022-08-28 07:27:52,313 INFO [train.py:927] (4/8) Epoch 12, batch 11450, giga_loss[loss=0.2, simple_loss=0.2646, pruned_loss=0.06774, over 12385.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04991, over 34.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2776, pruned_loss=0.0558, over 2473047.93 frames. utt_duration=644.9 frames, utt_pad_proportion=0.05293, over 15374.36 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2866, pruned_loss=0.05385, over 2460485.46 frames. utt_duration=1283 frames, utt_pad_proportion=0.05402, over 7682.09 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2775, pruned_loss=0.05626, over 2473384.19 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05297, over 16450.79 utterances.], batch size: 34, lr: 3.17e-04
2022-08-28 07:29:32,795 INFO [train.py:927] (4/8) Epoch 12, batch 11500, giga_loss[loss=0.1807, simple_loss=0.2555, pruned_loss=0.05301, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02414, over 48.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2745, pruned_loss=0.05498, over 2471858.33 frames. utt_duration=677 frames, utt_pad_proportion=0.05024, over 14637.91 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2863, pruned_loss=0.05372, over 2460803.01 frames. utt_duration=1287 frames, utt_pad_proportion=0.05304, over 7657.32 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2744, pruned_loss=0.0555, over 2472063.79 frames. utt_duration=631.9 frames, utt_pad_proportion=0.05086, over 15686.43 utterances.], batch size: 48, lr: 3.17e-04
2022-08-28 07:31:14,689 INFO [train.py:927] (4/8) Epoch 12, batch 11550, giga_loss[loss=0.2175, simple_loss=0.2922, pruned_loss=0.07135, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03101, over 48.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2752, pruned_loss=0.0554, over 2471331.18 frames. utt_duration=651.9 frames, utt_pad_proportion=0.0543, over 15198.06 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2861, pruned_loss=0.05368, over 2460882.54 frames. utt_duration=1290 frames, utt_pad_proportion=0.0524, over 7641.95 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2751, pruned_loss=0.0559, over 2471665.46 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05478, over 16213.43 utterances.], batch size: 48, lr: 3.17e-04
2022-08-28 07:32:59,435 INFO [train.py:927] (4/8) Epoch 12, batch 11600, giga_loss[loss=0.2454, simple_loss=0.3109, pruned_loss=0.08997, over 12162.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04119, over 33.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.28, pruned_loss=0.05815, over 2471519.58 frames. utt_duration=637.9 frames, utt_pad_proportion=0.0557, over 15533.06 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2863, pruned_loss=0.05369, over 2460708.45 frames. utt_duration=1292 frames, utt_pad_proportion=0.05123, over 7624.88 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2795, pruned_loss=0.0586, over 2472227.20 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05655, over 16573.88 utterances.], batch size: 33, lr: 3.17e-04
2022-08-28 07:34:46,315 INFO [train.py:927] (4/8) Epoch 12, batch 11650, giga_loss[loss=0.1938, simple_loss=0.2811, pruned_loss=0.05323, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03513, over 80.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2856, pruned_loss=0.06064, over 2472403.78 frames. utt_duration=610.3 frames, utt_pad_proportion=0.0603, over 16243.07 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2862, pruned_loss=0.05364, over 2461001.34 frames. utt_duration=1290 frames, utt_pad_proportion=0.0514, over 7641.14 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2852, pruned_loss=0.06115, over 2472896.16 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06076, over 17208.81 utterances.], batch size: 80, lr: 3.17e-04
2022-08-28 07:36:29,878 INFO [train.py:927] (4/8) Epoch 12, batch 11700, giga_loss[loss=0.253, simple_loss=0.3301, pruned_loss=0.08797, over 12394.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.208, simple_loss=0.291, pruned_loss=0.06251, over 2472783.81 frames. utt_duration=546.1 frames, utt_pad_proportion=0.07369, over 18163.24 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2864, pruned_loss=0.05366, over 2460953.89 frames. utt_duration=1288 frames, utt_pad_proportion=0.05107, over 7649.89 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2905, pruned_loss=0.06312, over 2473532.53 frames. utt_duration=517.1 frames, utt_pad_proportion=0.07374, over 19188.35 utterances.], batch size: 212, lr: 3.17e-04
2022-08-28 07:38:10,891 INFO [train.py:927] (4/8) Epoch 12, batch 11750, libri_loss[loss=0.1776, simple_loss=0.2648, pruned_loss=0.04515, over 12415.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00711, over 30.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.295, pruned_loss=0.06417, over 2473064.41 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07618, over 19039.62 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2863, pruned_loss=0.05375, over 2461068.27 frames. utt_duration=1293 frames, utt_pad_proportion=0.05007, over 7624.49 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.295, pruned_loss=0.06488, over 2473894.95 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07673, over 20192.78 utterances.], batch size: 30, lr: 3.17e-04
2022-08-28 07:39:52,638 INFO [train.py:927] (4/8) Epoch 12, batch 11800, libri_loss[loss=0.2317, simple_loss=0.3077, pruned_loss=0.07786, over 12387.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007248, over 34.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2934, pruned_loss=0.06204, over 2473131.21 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06966, over 18084.33 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2865, pruned_loss=0.05396, over 2461090.54 frames. utt_duration=1295 frames, utt_pad_proportion=0.04947, over 7613.17 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2933, pruned_loss=0.06254, over 2473911.04 frames. utt_duration=518.2 frames, utt_pad_proportion=0.07077, over 19149.84 utterances.], batch size: 34, lr: 3.17e-04
2022-08-28 07:41:36,442 INFO [train.py:927] (4/8) Epoch 12, batch 11850, giga_loss[loss=0.2006, simple_loss=0.2869, pruned_loss=0.0571, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03974, over 40.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2929, pruned_loss=0.06134, over 2473416.44 frames. utt_duration=564.8 frames, utt_pad_proportion=0.0648, over 17565.05 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.286, pruned_loss=0.05384, over 2461455.76 frames. utt_duration=1300 frames, utt_pad_proportion=0.04882, over 7583.12 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2934, pruned_loss=0.06197, over 2473925.42 frames. utt_duration=533.2 frames, utt_pad_proportion=0.0663, over 18611.23 utterances.], batch size: 40, lr: 3.17e-04
2022-08-28 07:43:20,116 INFO [train.py:927] (4/8) Epoch 12, batch 11900, giga_loss[loss=0.2188, simple_loss=0.3024, pruned_loss=0.06758, over 12356.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03208, over 97.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2958, pruned_loss=0.06289, over 2472715.68 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06621, over 17675.01 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2859, pruned_loss=0.05368, over 2461740.96 frames. utt_duration=1305 frames, utt_pad_proportion=0.04793, over 7553.82 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2964, pruned_loss=0.06371, over 2473121.46 frames. utt_duration=529 frames, utt_pad_proportion=0.06777, over 18752.89 utterances.], batch size: 97, lr: 3.17e-04
2022-08-28 07:45:05,039 INFO [train.py:927] (4/8) Epoch 12, batch 11950, giga_loss[loss=0.1992, simple_loss=0.2877, pruned_loss=0.05529, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03151, over 58.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2969, pruned_loss=0.06386, over 2472349.02 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06522, over 17578.22 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2855, pruned_loss=0.05367, over 2461773.55 frames. utt_duration=1311 frames, utt_pad_proportion=0.04687, over 7522.12 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2981, pruned_loss=0.06485, over 2472964.92 frames. utt_duration=528 frames, utt_pad_proportion=0.0671, over 18789.00 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:46:57,510 INFO [train.py:927] (4/8) Epoch 12, batch 12000, giga_loss[loss=0.2149, simple_loss=0.3073, pruned_loss=0.06121, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03044, over 36.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2979, pruned_loss=0.06458, over 2472498.66 frames. utt_duration=588.6 frames, utt_pad_proportion=0.06283, over 16844.17 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2856, pruned_loss=0.05385, over 2461796.91 frames. utt_duration=1313 frames, utt_pad_proportion=0.04594, over 7509.24 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.299, pruned_loss=0.06543, over 2473203.29 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06503, over 18033.38 utterances.], batch size: 36, lr: 3.17e-04
2022-08-28 07:46:57,511 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 07:47:13,024 INFO [train.py:967] (4/8) 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 07:48:56,435 INFO [train.py:927] (4/8) Epoch 12, batch 12050, giga_loss[loss=0.2486, simple_loss=0.327, pruned_loss=0.08511, over 12418.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.299, pruned_loss=0.06498, over 2473084.83 frames. utt_duration=604 frames, utt_pad_proportion=0.06233, over 16418.87 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2858, pruned_loss=0.05406, over 2461818.83 frames. utt_duration=1315 frames, utt_pad_proportion=0.04523, over 7498.13 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3, pruned_loss=0.06566, over 2473818.27 frames. utt_duration=566 frames, utt_pad_proportion=0.06454, over 17530.46 utterances.], batch size: 146, lr: 3.17e-04
2022-08-28 07:50:39,091 INFO [train.py:927] (4/8) Epoch 12, batch 12100, giga_loss[loss=0.2013, simple_loss=0.2914, pruned_loss=0.05561, over 12429.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03611, over 43.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2995, pruned_loss=0.06529, over 2473572.23 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05926, over 16321.45 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2857, pruned_loss=0.05412, over 2461949.77 frames. utt_duration=1316 frames, utt_pad_proportion=0.04473, over 7490.65 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3007, pruned_loss=0.06603, over 2474281.08 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06154, over 17413.10 utterances.], batch size: 43, lr: 3.16e-04
2022-08-28 07:52:18,315 INFO [train.py:927] (4/8) Epoch 12, batch 12150, giga_loss[loss=0.1812, simple_loss=0.2716, pruned_loss=0.04539, over 12193.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03829, over 28.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2988, pruned_loss=0.06568, over 2472514.83 frames. utt_duration=615 frames, utt_pad_proportion=0.05928, over 16121.70 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2861, pruned_loss=0.05463, over 2462166.86 frames. utt_duration=1322 frames, utt_pad_proportion=0.04319, over 7459.51 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3, pruned_loss=0.06635, over 2473434.64 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06197, over 17431.03 utterances.], batch size: 28, lr: 3.16e-04
2022-08-28 07:53:58,180 INFO [train.py:927] (4/8) Epoch 12, batch 12200, libri_loss[loss=0.18, simple_loss=0.2644, pruned_loss=0.04782, over 12288.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006, over 32.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2986, pruned_loss=0.06574, over 2471830.08 frames. utt_duration=642.9 frames, utt_pad_proportion=0.05667, over 15414.47 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.286, pruned_loss=0.05461, over 2462067.44 frames. utt_duration=1325 frames, utt_pad_proportion=0.04255, over 7441.44 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2999, pruned_loss=0.06651, over 2472840.47 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05946, over 16626.83 utterances.], batch size: 32, lr: 3.16e-04
2022-08-28 07:55:40,293 INFO [train.py:927] (4/8) Epoch 12, batch 12250, giga_loss[loss=0.2062, simple_loss=0.2897, pruned_loss=0.06142, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03908, over 33.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2996, pruned_loss=0.066, over 2472059.76 frames. utt_duration=637.9 frames, utt_pad_proportion=0.05411, over 15538.09 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2861, pruned_loss=0.05461, over 2461867.41 frames. utt_duration=1326 frames, utt_pad_proportion=0.04204, over 7433.87 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06678, over 2473186.05 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05676, over 16619.67 utterances.], batch size: 33, lr: 3.16e-04
2022-08-28 07:57:21,677 INFO [train.py:927] (4/8) Epoch 12, batch 12300, giga_loss[loss=0.211, simple_loss=0.2918, pruned_loss=0.06506, over 12364.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03047, over 58.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2998, pruned_loss=0.06594, over 2472612.88 frames. utt_duration=640.2 frames, utt_pad_proportion=0.05791, over 15485.13 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2865, pruned_loss=0.05482, over 2462613.37 frames. utt_duration=1324 frames, utt_pad_proportion=0.04191, over 7450.92 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3008, pruned_loss=0.06672, over 2473184.79 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06011, over 16591.13 utterances.], batch size: 58, lr: 3.16e-04
2022-08-28 07:59:02,803 INFO [train.py:927] (4/8) Epoch 12, batch 12350, giga_loss[loss=0.1891, simple_loss=0.2728, pruned_loss=0.05274, over 12452.00 frames. utt_duration=804.7 frames, utt_pad_proportion=0.02578, over 62.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2989, pruned_loss=0.06596, over 2472671.18 frames. utt_duration=615.1 frames, utt_pad_proportion=0.06018, over 16119.61 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2867, pruned_loss=0.05519, over 2462602.62 frames. utt_duration=1313 frames, utt_pad_proportion=0.0455, over 7512.10 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3, pruned_loss=0.06661, over 2473461.28 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06063, over 17217.60 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 08:00:44,009 INFO [train.py:927] (4/8) Epoch 12, batch 12400, giga_loss[loss=0.2117, simple_loss=0.2903, pruned_loss=0.06651, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02927, over 45.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2961, pruned_loss=0.0645, over 2472085.80 frames. utt_duration=642.5 frames, utt_pad_proportion=0.05713, over 15426.70 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2866, pruned_loss=0.05529, over 2462659.39 frames. utt_duration=1313 frames, utt_pad_proportion=0.04508, over 7511.80 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2975, pruned_loss=0.06536, over 2473095.73 frames. utt_duration=595.4 frames, utt_pad_proportion=0.0581, over 16657.59 utterances.], batch size: 45, lr: 3.16e-04
2022-08-28 08:02:28,158 INFO [train.py:927] (4/8) Epoch 12, batch 12450, giga_loss[loss=0.2075, simple_loss=0.2879, pruned_loss=0.06351, over 12132.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.04632, over 28.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2934, pruned_loss=0.06349, over 2470468.64 frames. utt_duration=646.3 frames, utt_pad_proportion=0.06059, over 15325.62 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2866, pruned_loss=0.05539, over 2462589.71 frames. utt_duration=1314 frames, utt_pad_proportion=0.0446, over 7502.23 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2945, pruned_loss=0.0642, over 2471441.81 frames. utt_duration=603.6 frames, utt_pad_proportion=0.06147, over 16418.48 utterances.], batch size: 28, lr: 3.16e-04
2022-08-28 08:04:10,611 INFO [train.py:927] (4/8) Epoch 12, batch 12500, giga_loss[loss=0.165, simple_loss=0.2587, pruned_loss=0.03563, over 12430.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03328, over 75.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.29, pruned_loss=0.06213, over 2471270.88 frames. utt_duration=613.7 frames, utt_pad_proportion=0.06342, over 16146.95 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2865, pruned_loss=0.05547, over 2462627.15 frames. utt_duration=1318 frames, utt_pad_proportion=0.04415, over 7484.79 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2911, pruned_loss=0.06272, over 2472094.21 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06418, over 17131.35 utterances.], batch size: 75, lr: 3.16e-04
2022-08-28 08:05:51,855 INFO [train.py:927] (4/8) Epoch 12, batch 12550, giga_loss[loss=0.2066, simple_loss=0.2836, pruned_loss=0.06482, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03315, over 58.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2874, pruned_loss=0.06075, over 2471837.38 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06081, over 16160.67 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.287, pruned_loss=0.05562, over 2462706.68 frames. utt_duration=1322 frames, utt_pad_proportion=0.04314, over 7459.66 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2879, pruned_loss=0.06125, over 2472658.24 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06216, over 17210.24 utterances.], batch size: 58, lr: 3.16e-04
2022-08-28 08:07:33,729 INFO [train.py:927] (4/8) Epoch 12, batch 12600, giga_loss[loss=0.2144, simple_loss=0.2905, pruned_loss=0.06912, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03179, over 45.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2879, pruned_loss=0.06116, over 2471609.51 frames. utt_duration=600 frames, utt_pad_proportion=0.06461, over 16518.76 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.287, pruned_loss=0.05595, over 2462850.02 frames. utt_duration=1323 frames, utt_pad_proportion=0.04203, over 7455.62 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2883, pruned_loss=0.06144, over 2472450.09 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06611, over 17664.00 utterances.], batch size: 45, lr: 3.16e-04
2022-08-28 08:09:14,461 INFO [train.py:927] (4/8) Epoch 12, batch 12650, giga_loss[loss=0.2307, simple_loss=0.3193, pruned_loss=0.07107, over 12417.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06807, over 212.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2894, pruned_loss=0.06069, over 2472105.56 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06281, over 17103.23 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2872, pruned_loss=0.05614, over 2462714.52 frames. utt_duration=1324 frames, utt_pad_proportion=0.04171, over 7450.07 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2895, pruned_loss=0.06079, over 2472983.77 frames. utt_duration=548 frames, utt_pad_proportion=0.06426, over 18099.65 utterances.], batch size: 212, lr: 3.16e-04
2022-08-28 08:10:54,738 INFO [train.py:927] (4/8) Epoch 12, batch 12700, giga_loss[loss=0.2093, simple_loss=0.2958, pruned_loss=0.06142, over 12353.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03609, over 132.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2896, pruned_loss=0.06007, over 2472871.72 frames. utt_duration=552.5 frames, utt_pad_proportion=0.0634, over 17953.16 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2871, pruned_loss=0.05617, over 2462818.18 frames. utt_duration=1324 frames, utt_pad_proportion=0.04139, over 7447.04 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2898, pruned_loss=0.06021, over 2473687.93 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06473, over 18952.22 utterances.], batch size: 132, lr: 3.16e-04
2022-08-28 08:12:34,058 INFO [train.py:927] (4/8) Epoch 12, batch 12750, giga_loss[loss=0.2257, simple_loss=0.31, pruned_loss=0.07074, over 12425.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03915, over 123.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.289, pruned_loss=0.05937, over 2472780.65 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06387, over 18025.38 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2874, pruned_loss=0.05637, over 2463195.61 frames. utt_duration=1325 frames, utt_pad_proportion=0.04091, over 7446.32 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.289, pruned_loss=0.05933, over 2473220.30 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06518, over 18962.11 utterances.], batch size: 123, lr: 3.16e-04
2022-08-28 08:14:14,230 INFO [train.py:927] (4/8) Epoch 12, batch 12800, giga_loss[loss=0.1941, simple_loss=0.2826, pruned_loss=0.05279, over 12335.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03472, over 62.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2903, pruned_loss=0.06021, over 2473277.86 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06545, over 18140.32 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2872, pruned_loss=0.05647, over 2463361.46 frames. utt_duration=1324 frames, utt_pad_proportion=0.04113, over 7452.71 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2905, pruned_loss=0.06022, over 2473854.25 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06674, over 19288.68 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 08:15:57,678 INFO [train.py:927] (4/8) Epoch 12, batch 12850, giga_loss[loss=0.2374, simple_loss=0.3294, pruned_loss=0.07266, over 12372.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04203, over 133.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2928, pruned_loss=0.06152, over 2473226.42 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06243, over 17856.34 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2876, pruned_loss=0.05699, over 2463481.14 frames. utt_duration=1323 frames, utt_pad_proportion=0.04083, over 7458.99 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2928, pruned_loss=0.0612, over 2473924.68 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06406, over 19114.61 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:17:37,487 INFO [train.py:927] (4/8) Epoch 12, batch 12900, giga_loss[loss=0.2489, simple_loss=0.3308, pruned_loss=0.08352, over 12426.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03781, over 133.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2941, pruned_loss=0.06232, over 2472602.72 frames. utt_duration=573 frames, utt_pad_proportion=0.0598, over 17305.56 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2883, pruned_loss=0.05778, over 2463305.83 frames. utt_duration=1312 frames, utt_pad_proportion=0.04456, over 7520.52 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2937, pruned_loss=0.06151, over 2473638.67 frames. utt_duration=534 frames, utt_pad_proportion=0.06035, over 18581.13 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:19:17,227 INFO [train.py:927] (4/8) Epoch 12, batch 12950, giga_loss[loss=0.2048, simple_loss=0.2908, pruned_loss=0.05943, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02953, over 55.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2943, pruned_loss=0.06262, over 2472286.51 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06245, over 17567.04 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2885, pruned_loss=0.05796, over 2463329.09 frames. utt_duration=1314 frames, utt_pad_proportion=0.04405, over 7509.79 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2938, pruned_loss=0.06188, over 2473213.14 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06299, over 18723.02 utterances.], batch size: 55, lr: 3.16e-04
2022-08-28 08:20:56,117 INFO [train.py:927] (4/8) Epoch 12, batch 13000, giga_loss[loss=0.1723, simple_loss=0.2556, pruned_loss=0.04452, over 12290.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04927, over 26.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2931, pruned_loss=0.06237, over 2472448.43 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06218, over 17402.03 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.289, pruned_loss=0.0583, over 2463377.26 frames. utt_duration=1311 frames, utt_pad_proportion=0.044, over 7523.53 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2925, pruned_loss=0.06161, over 2473383.16 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06284, over 18582.79 utterances.], batch size: 26, lr: 3.16e-04
2022-08-28 08:22:34,126 INFO [train.py:927] (4/8) Epoch 12, batch 13050, giga_loss[loss=0.2081, simple_loss=0.3078, pruned_loss=0.05418, over 12414.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05482, over 162.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2929, pruned_loss=0.06218, over 2472600.47 frames. utt_duration=557.8 frames, utt_pad_proportion=0.0591, over 17778.02 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2891, pruned_loss=0.05857, over 2463418.94 frames. utt_duration=1313 frames, utt_pad_proportion=0.04347, over 7514.71 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2923, pruned_loss=0.0614, over 2473411.74 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06003, over 18842.34 utterances.], batch size: 162, lr: 3.16e-04
2022-08-28 08:24:13,793 INFO [train.py:927] (4/8) Epoch 12, batch 13100, giga_loss[loss=0.1852, simple_loss=0.2827, pruned_loss=0.04384, over 12315.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.03019, over 66.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2941, pruned_loss=0.06173, over 2473387.48 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05983, over 17865.98 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2895, pruned_loss=0.05897, over 2463689.95 frames. utt_duration=1297 frames, utt_pad_proportion=0.04778, over 7604.58 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2934, pruned_loss=0.06082, over 2474014.56 frames. utt_duration=526.3 frames, utt_pad_proportion=0.05912, over 18858.48 utterances.], batch size: 66, lr: 3.16e-04
2022-08-28 08:25:52,064 INFO [train.py:927] (4/8) Epoch 12, batch 13150, giga_loss[loss=0.2239, simple_loss=0.3084, pruned_loss=0.06967, over 12397.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.063, over 183.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2928, pruned_loss=0.06189, over 2473311.63 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06106, over 18130.97 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2893, pruned_loss=0.05917, over 2463634.50 frames. utt_duration=1289 frames, utt_pad_proportion=0.05193, over 7654.06 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2926, pruned_loss=0.06105, over 2474106.95 frames. utt_duration=519.2 frames, utt_pad_proportion=0.05916, over 19114.84 utterances.], batch size: 183, lr: 3.16e-04
2022-08-28 08:27:32,663 INFO [train.py:927] (4/8) Epoch 12, batch 13200, giga_loss[loss=0.1936, simple_loss=0.2674, pruned_loss=0.05993, over 12412.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03254, over 80.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2913, pruned_loss=0.06209, over 2473353.73 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06163, over 18197.52 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2897, pruned_loss=0.05971, over 2463415.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05638, over 7730.00 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2908, pruned_loss=0.06098, over 2474339.72 frames. utt_duration=519.9 frames, utt_pad_proportion=0.05838, over 19092.47 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:29:12,044 INFO [train.py:927] (4/8) Epoch 12, batch 13250, libri_loss[loss=0.2622, simple_loss=0.3416, pruned_loss=0.09144, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005583, over 35.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2903, pruned_loss=0.06202, over 2474300.66 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06094, over 18477.36 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2898, pruned_loss=0.05989, over 2463823.83 frames. utt_duration=1281 frames, utt_pad_proportion=0.05514, over 7699.52 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2897, pruned_loss=0.06102, over 2475001.29 frames. utt_duration=508.7 frames, utt_pad_proportion=0.05891, over 19520.56 utterances.], batch size: 35, lr: 3.16e-04
2022-08-28 08:30:51,629 INFO [train.py:927] (4/8) Epoch 12, batch 13300, giga_loss[loss=0.1852, simple_loss=0.2708, pruned_loss=0.04987, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03294, over 80.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2858, pruned_loss=0.05979, over 2474778.90 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06015, over 18560.21 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2896, pruned_loss=0.05982, over 2463813.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.05489, over 7678.57 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2856, pruned_loss=0.05908, over 2475454.41 frames. utt_duration=509.3 frames, utt_pad_proportion=0.05869, over 19499.24 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:32:31,982 INFO [train.py:927] (4/8) Epoch 12, batch 13350, giga_loss[loss=0.1718, simple_loss=0.2481, pruned_loss=0.0477, over 12407.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2839, pruned_loss=0.05924, over 2474369.71 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05871, over 17862.28 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2897, pruned_loss=0.0601, over 2463686.81 frames. utt_duration=1288 frames, utt_pad_proportion=0.05319, over 7659.69 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2835, pruned_loss=0.05839, over 2475407.70 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05826, over 19014.80 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:34:13,157 INFO [train.py:927] (4/8) Epoch 12, batch 13400, giga_loss[loss=0.1885, simple_loss=0.2769, pruned_loss=0.0501, over 12443.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03125, over 80.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2851, pruned_loss=0.05923, over 2474325.92 frames. utt_duration=562.4 frames, utt_pad_proportion=0.0599, over 17644.13 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2894, pruned_loss=0.06018, over 2463683.04 frames. utt_duration=1287 frames, utt_pad_proportion=0.05292, over 7663.92 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2848, pruned_loss=0.05843, over 2475588.04 frames. utt_duration=523.8 frames, utt_pad_proportion=0.05975, over 18958.80 utterances.], batch size: 80, lr: 3.16e-04
2022-08-28 08:35:52,420 INFO [train.py:927] (4/8) Epoch 12, batch 13450, giga_loss[loss=0.1907, simple_loss=0.2754, pruned_loss=0.05304, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04824, over 31.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2878, pruned_loss=0.06038, over 2474668.78 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05974, over 17390.99 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2894, pruned_loss=0.06031, over 2463508.97 frames. utt_duration=1290 frames, utt_pad_proportion=0.05236, over 7650.01 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2875, pruned_loss=0.05964, over 2475955.11 frames. utt_duration=534.9 frames, utt_pad_proportion=0.05984, over 18565.32 utterances.], batch size: 31, lr: 3.16e-04
2022-08-28 08:37:36,953 INFO [train.py:927] (4/8) Epoch 12, batch 13500, giga_loss[loss=0.2603, simple_loss=0.3258, pruned_loss=0.09743, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03278, over 39.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2916, pruned_loss=0.0626, over 2474169.20 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06222, over 17485.08 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2895, pruned_loss=0.06043, over 2463827.19 frames. utt_duration=1290 frames, utt_pad_proportion=0.05173, over 7646.25 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2913, pruned_loss=0.06192, over 2475051.27 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06241, over 18540.28 utterances.], batch size: 39, lr: 3.16e-04
2022-08-28 08:39:20,816 INFO [train.py:927] (4/8) Epoch 12, batch 13550, giga_loss[loss=0.2714, simple_loss=0.3497, pruned_loss=0.09651, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03871, over 113.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2985, pruned_loss=0.06702, over 2474651.47 frames. utt_duration=541.8 frames, utt_pad_proportion=0.0693, over 18320.22 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2911, pruned_loss=0.06111, over 2464021.25 frames. utt_duration=1292 frames, utt_pad_proportion=0.05092, over 7639.41 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.297, pruned_loss=0.06595, over 2475374.32 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06941, over 19337.94 utterances.], batch size: 113, lr: 3.16e-04
2022-08-28 08:41:01,220 INFO [train.py:927] (4/8) Epoch 12, batch 13600, giga_loss[loss=0.2261, simple_loss=0.3019, pruned_loss=0.07509, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03431, over 42.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3049, pruned_loss=0.07145, over 2474267.63 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06742, over 18874.10 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2914, pruned_loss=0.06128, over 2464236.21 frames. utt_duration=1293 frames, utt_pad_proportion=0.05003, over 7629.40 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3037, pruned_loss=0.07064, over 2474901.68 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06807, over 19931.99 utterances.], batch size: 42, lr: 3.16e-04
2022-08-28 08:42:46,136 INFO [train.py:927] (4/8) Epoch 12, batch 13650, giga_loss[loss=0.2169, simple_loss=0.3059, pruned_loss=0.06389, over 12386.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03081, over 62.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3118, pruned_loss=0.07618, over 2474881.17 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06559, over 19319.84 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2918, pruned_loss=0.06162, over 2464488.25 frames. utt_duration=1293 frames, utt_pad_proportion=0.04963, over 7632.10 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3105, pruned_loss=0.07536, over 2475258.54 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06635, over 20239.67 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 08:44:29,338 INFO [train.py:927] (4/8) Epoch 12, batch 13700, giga_loss[loss=0.2422, simple_loss=0.3166, pruned_loss=0.08387, over 12416.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03491, over 113.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3161, pruned_loss=0.08057, over 2475106.58 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07534, over 20496.33 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2919, pruned_loss=0.06186, over 2464633.83 frames. utt_duration=1284 frames, utt_pad_proportion=0.05271, over 7686.50 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3157, pruned_loss=0.08018, over 2475592.21 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07488, over 21568.93 utterances.], batch size: 113, lr: 3.16e-04
2022-08-28 08:46:15,552 INFO [train.py:927] (4/8) Epoch 12, batch 13750, giga_loss[loss=0.2541, simple_loss=0.3299, pruned_loss=0.08912, over 12369.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03329, over 122.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08672, over 2474172.27 frames. utt_duration=433.9 frames, utt_pad_proportion=0.09195, over 22883.93 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2921, pruned_loss=0.06199, over 2464738.66 frames. utt_duration=1283 frames, utt_pad_proportion=0.05255, over 7691.07 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3226, pruned_loss=0.0864, over 2474503.84 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0911, over 23776.94 utterances.], batch size: 122, lr: 3.16e-04
2022-08-28 08:48:04,678 INFO [train.py:927] (4/8) Epoch 12, batch 13800, giga_loss[loss=0.2533, simple_loss=0.3284, pruned_loss=0.08912, over 12406.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04041, over 105.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3237, pruned_loss=0.08845, over 2473285.07 frames. utt_duration=426.2 frames, utt_pad_proportion=0.09255, over 23292.11 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.292, pruned_loss=0.06217, over 2464268.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.05148, over 7673.28 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3244, pruned_loss=0.08878, over 2474244.81 frames. utt_duration=405.8 frames, utt_pad_proportion=0.09246, over 24476.71 utterances.], batch size: 105, lr: 3.16e-04
2022-08-28 08:49:52,018 INFO [train.py:927] (4/8) Epoch 12, batch 13850, giga_loss[loss=0.2854, simple_loss=0.34, pruned_loss=0.1153, over 12363.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2013, over 368.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.08983, over 2473819.64 frames. utt_duration=421.1 frames, utt_pad_proportion=0.09277, over 23578.25 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2926, pruned_loss=0.06277, over 2464403.14 frames. utt_duration=1270 frames, utt_pad_proportion=0.05669, over 7771.83 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.326, pruned_loss=0.09003, over 2474626.51 frames. utt_duration=402 frames, utt_pad_proportion=0.09149, over 24711.56 utterances.], batch size: 368, lr: 3.16e-04
2022-08-28 08:51:34,940 INFO [train.py:927] (4/8) Epoch 12, batch 13900, libri_loss[loss=0.2365, simple_loss=0.3288, pruned_loss=0.07213, over 12320.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01838, over 41.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3262, pruned_loss=0.08954, over 2474041.95 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08957, over 23274.45 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2925, pruned_loss=0.0628, over 2464553.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.05549, over 7750.90 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3276, pruned_loss=0.09041, over 2474801.20 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0893, over 24629.05 utterances.], batch size: 41, lr: 3.16e-04
2022-08-28 08:53:17,877 INFO [train.py:927] (4/8) Epoch 12, batch 13950, giga_loss[loss=0.2379, simple_loss=0.3255, pruned_loss=0.07515, over 12332.00 frames. utt_duration=749 frames, utt_pad_proportion=0.03105, over 66.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3251, pruned_loss=0.08794, over 2474609.28 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08821, over 23641.33 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2928, pruned_loss=0.06301, over 2464599.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.06024, over 7844.60 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3266, pruned_loss=0.08891, over 2475345.11 frames. utt_duration=398.8 frames, utt_pad_proportion=0.08708, over 24917.89 utterances.], batch size: 66, lr: 3.16e-04
2022-08-28 08:55:09,254 INFO [train.py:927] (4/8) Epoch 12, batch 14000, giga_loss[loss=0.2065, simple_loss=0.2927, pruned_loss=0.06015, over 12322.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02836, over 74.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3242, pruned_loss=0.08639, over 2474182.39 frames. utt_duration=423.3 frames, utt_pad_proportion=0.0868, over 23462.80 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2929, pruned_loss=0.06308, over 2464582.63 frames. utt_duration=1248 frames, utt_pad_proportion=0.06443, over 7911.61 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3257, pruned_loss=0.08742, over 2474915.52 frames. utt_duration=403.4 frames, utt_pad_proportion=0.08488, over 24632.69 utterances.], batch size: 74, lr: 3.16e-04
2022-08-28 08:56:54,784 INFO [train.py:927] (4/8) Epoch 12, batch 14050, giga_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05957, over 12374.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.0241, over 66.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3197, pruned_loss=0.08295, over 2474298.57 frames. utt_duration=445 frames, utt_pad_proportion=0.08154, over 22314.50 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2931, pruned_loss=0.06339, over 2464371.70 frames. utt_duration=1253 frames, utt_pad_proportion=0.06227, over 7874.39 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3219, pruned_loss=0.08436, over 2475480.28 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08111, over 23911.99 utterances.], batch size: 66, lr: 3.15e-04
2022-08-28 08:58:41,024 INFO [train.py:927] (4/8) Epoch 12, batch 14100, giga_loss[loss=0.2259, simple_loss=0.3066, pruned_loss=0.07264, over 12375.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02517, over 66.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3195, pruned_loss=0.08311, over 2474162.99 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07771, over 22223.71 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2931, pruned_loss=0.06352, over 2464525.70 frames. utt_duration=1254 frames, utt_pad_proportion=0.06176, over 7869.22 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08438, over 2475102.05 frames. utt_duration=419.6 frames, utt_pad_proportion=0.0778, over 23676.87 utterances.], batch size: 66, lr: 3.15e-04
2022-08-28 09:00:32,180 INFO [train.py:927] (4/8) Epoch 12, batch 14150, giga_loss[loss=0.2156, simple_loss=0.3165, pruned_loss=0.05736, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03189, over 75.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3184, pruned_loss=0.08129, over 2473923.08 frames. utt_duration=441 frames, utt_pad_proportion=0.08325, over 22513.15 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2931, pruned_loss=0.0636, over 2464492.07 frames. utt_duration=1255 frames, utt_pad_proportion=0.06091, over 7864.83 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3204, pruned_loss=0.08254, over 2474884.09 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08331, over 23910.27 utterances.], batch size: 75, lr: 3.15e-04
2022-08-28 09:02:18,129 INFO [train.py:927] (4/8) Epoch 12, batch 14200, giga_loss[loss=0.2255, simple_loss=0.3019, pruned_loss=0.07458, over 12345.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3188, pruned_loss=0.08066, over 2474524.28 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08996, over 22817.69 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2937, pruned_loss=0.06403, over 2464913.59 frames. utt_duration=1244 frames, utt_pad_proportion=0.06379, over 7935.44 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3207, pruned_loss=0.08174, over 2475177.61 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08911, over 24260.70 utterances.], batch size: 368, lr: 3.15e-04
2022-08-28 09:04:03,498 INFO [train.py:927] (4/8) Epoch 12, batch 14250, giga_loss[loss=0.2287, simple_loss=0.3149, pruned_loss=0.07128, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02612, over 48.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3168, pruned_loss=0.07951, over 2474809.55 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08623, over 21952.19 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2929, pruned_loss=0.06379, over 2465246.60 frames. utt_duration=1252 frames, utt_pad_proportion=0.06258, over 7884.63 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3198, pruned_loss=0.08111, over 2475337.12 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08634, over 23616.25 utterances.], batch size: 48, lr: 3.15e-04
2022-08-28 09:05:48,143 INFO [train.py:927] (4/8) Epoch 12, batch 14300, giga_loss[loss=0.2143, simple_loss=0.2909, pruned_loss=0.0688, over 12120.00 frames. utt_duration=1733 frames, utt_pad_proportion=0.04274, over 28.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07947, over 2474500.95 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08643, over 22038.03 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.293, pruned_loss=0.06405, over 2465206.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.06637, over 7933.88 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3174, pruned_loss=0.08083, over 2475129.93 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08566, over 23580.54 utterances.], batch size: 28, lr: 3.15e-04
2022-08-28 09:07:36,198 INFO [train.py:927] (4/8) Epoch 12, batch 14350, giga_loss[loss=0.2241, simple_loss=0.3112, pruned_loss=0.06848, over 12342.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03409, over 104.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3138, pruned_loss=0.07808, over 2474444.95 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0831, over 21247.71 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.293, pruned_loss=0.06416, over 2465327.92 frames. utt_duration=1247 frames, utt_pad_proportion=0.06537, over 7917.36 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3163, pruned_loss=0.07932, over 2475002.01 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08308, over 22735.56 utterances.], batch size: 104, lr: 3.15e-04
2022-08-28 09:09:22,193 INFO [train.py:927] (4/8) Epoch 12, batch 14400, giga_loss[loss=0.2177, simple_loss=0.3064, pruned_loss=0.06449, over 12408.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04, over 105.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3134, pruned_loss=0.07745, over 2475300.77 frames. utt_duration=471.5 frames, utt_pad_proportion=0.08088, over 21064.73 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2934, pruned_loss=0.06444, over 2465558.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.06383, over 7912.42 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3157, pruned_loss=0.07863, over 2475840.25 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08164, over 22674.02 utterances.], batch size: 105, lr: 3.15e-04
2022-08-28 09:11:06,060 INFO [train.py:927] (4/8) Epoch 12, batch 14450, giga_loss[loss=0.233, simple_loss=0.3141, pruned_loss=0.07591, over 12361.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3115, pruned_loss=0.07704, over 2474508.63 frames. utt_duration=490 frames, utt_pad_proportion=0.0763, over 20260.37 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2932, pruned_loss=0.06454, over 2465526.50 frames. utt_duration=1258 frames, utt_pad_proportion=0.06132, over 7845.86 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3145, pruned_loss=0.07854, over 2475447.16 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07835, over 22255.45 utterances.], batch size: 91, lr: 3.15e-04
2022-08-28 09:12:48,502 INFO [train.py:927] (4/8) Epoch 12, batch 14500, libri_loss[loss=0.1949, simple_loss=0.2879, pruned_loss=0.05098, over 12271.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.06474, over 51.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3105, pruned_loss=0.0768, over 2473885.54 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07517, over 20263.85 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2931, pruned_loss=0.06439, over 2465322.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.06065, over 7841.14 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3134, pruned_loss=0.07837, over 2474987.76 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07723, over 22093.37 utterances.], batch size: 51, lr: 3.15e-04
2022-08-28 09:14:31,854 INFO [train.py:927] (4/8) Epoch 12, batch 14550, giga_loss[loss=0.1988, simple_loss=0.2764, pruned_loss=0.06063, over 12400.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02883, over 58.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3094, pruned_loss=0.0766, over 2473980.73 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07251, over 20304.62 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2931, pruned_loss=0.06443, over 2465426.96 frames. utt_duration=1262 frames, utt_pad_proportion=0.05969, over 7826.42 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3119, pruned_loss=0.07802, over 2474892.40 frames. utt_duration=451.7 frames, utt_pad_proportion=0.0747, over 21985.47 utterances.], batch size: 58, lr: 3.15e-04
2022-08-28 09:16:18,300 INFO [train.py:927] (4/8) Epoch 12, batch 14600, giga_loss[loss=0.2455, simple_loss=0.3218, pruned_loss=0.08463, over 12371.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0527, over 161.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3094, pruned_loss=0.07617, over 2473261.14 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06977, over 19602.87 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2936, pruned_loss=0.06455, over 2465193.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05871, over 7813.93 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3115, pruned_loss=0.07752, over 2474435.91 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07224, over 21292.07 utterances.], batch size: 161, lr: 3.15e-04
2022-08-28 09:18:03,165 INFO [train.py:927] (4/8) Epoch 12, batch 14650, giga_loss[loss=0.2305, simple_loss=0.3174, pruned_loss=0.07184, over 12432.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03746, over 133.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3093, pruned_loss=0.07559, over 2473111.54 frames. utt_duration=503 frames, utt_pad_proportion=0.06973, over 19725.15 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2931, pruned_loss=0.06452, over 2465164.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.06147, over 7850.54 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3118, pruned_loss=0.07706, over 2474324.60 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07098, over 21406.23 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:19:50,958 INFO [train.py:927] (4/8) Epoch 12, batch 14700, giga_loss[loss=0.2587, simple_loss=0.333, pruned_loss=0.09221, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03095, over 80.00 utterances.], tot_loss[loss=0.23, simple_loss=0.309, pruned_loss=0.07547, over 2473223.05 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07336, over 19774.01 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2929, pruned_loss=0.06449, over 2465045.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.06032, over 7835.33 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3116, pruned_loss=0.07693, over 2474490.03 frames. utt_duration=464 frames, utt_pad_proportion=0.07455, over 21397.18 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:21:36,784 INFO [train.py:927] (4/8) Epoch 12, batch 14750, giga_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06694, over 12332.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.0338, over 58.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3105, pruned_loss=0.07678, over 2473396.92 frames. utt_duration=503.2 frames, utt_pad_proportion=0.0679, over 19719.62 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2924, pruned_loss=0.06428, over 2465145.91 frames. utt_duration=1264 frames, utt_pad_proportion=0.05982, over 7808.91 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3132, pruned_loss=0.07826, over 2474414.98 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0694, over 21182.01 utterances.], batch size: 58, lr: 3.15e-04
2022-08-28 09:23:20,560 INFO [train.py:927] (4/8) Epoch 12, batch 14800, giga_loss[loss=0.3709, simple_loss=0.4082, pruned_loss=0.1668, over 12379.00 frames. utt_duration=190.5 frames, utt_pad_proportion=0.118, over 262.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3119, pruned_loss=0.07887, over 2473512.87 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06614, over 19144.94 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2926, pruned_loss=0.06455, over 2465414.97 frames. utt_duration=1252 frames, utt_pad_proportion=0.06317, over 7885.44 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3144, pruned_loss=0.08017, over 2474301.56 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06629, over 20560.40 utterances.], batch size: 262, lr: 3.15e-04
2022-08-28 09:25:06,671 INFO [train.py:927] (4/8) Epoch 12, batch 14850, giga_loss[loss=0.2282, simple_loss=0.3114, pruned_loss=0.07247, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 86.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3133, pruned_loss=0.0799, over 2473315.73 frames. utt_duration=479 frames, utt_pad_proportion=0.07388, over 20718.46 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.293, pruned_loss=0.06495, over 2465191.86 frames. utt_duration=1242 frames, utt_pad_proportion=0.06721, over 7951.27 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3152, pruned_loss=0.08076, over 2474229.83 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07222, over 21933.35 utterances.], batch size: 86, lr: 3.15e-04
2022-08-28 09:26:49,449 INFO [train.py:927] (4/8) Epoch 12, batch 14900, giga_loss[loss=0.2032, simple_loss=0.2877, pruned_loss=0.05935, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3119, pruned_loss=0.07753, over 2473462.98 frames. utt_duration=506.4 frames, utt_pad_proportion=0.0679, over 19593.12 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2925, pruned_loss=0.06485, over 2465102.72 frames. utt_duration=1247 frames, utt_pad_proportion=0.06582, over 7916.86 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3145, pruned_loss=0.07883, over 2474567.15 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06736, over 21044.68 utterances.], batch size: 146, lr: 3.15e-04
2022-08-28 09:28:37,380 INFO [train.py:927] (4/8) Epoch 12, batch 14950, giga_loss[loss=0.2198, simple_loss=0.3004, pruned_loss=0.06966, over 12381.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3106, pruned_loss=0.07716, over 2473561.03 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06816, over 19589.28 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2929, pruned_loss=0.06511, over 2464951.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.06506, over 7916.53 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3127, pruned_loss=0.07818, over 2474725.65 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06795, over 20942.02 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:30:19,520 INFO [train.py:927] (4/8) Epoch 12, batch 15000, giga_loss[loss=0.2268, simple_loss=0.3113, pruned_loss=0.07114, over 12335.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3114, pruned_loss=0.07743, over 2473839.33 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06878, over 19910.38 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2929, pruned_loss=0.06499, over 2464835.29 frames. utt_duration=1251 frames, utt_pad_proportion=0.06412, over 7893.44 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07855, over 2475031.41 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06894, over 21225.80 utterances.], batch size: 58, lr: 3.15e-04
2022-08-28 09:30:19,522 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 09:30:34,191 INFO [train.py:967] (4/8) 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 09:32:17,433 INFO [train.py:927] (4/8) Epoch 12, batch 15050, giga_loss[loss=0.2364, simple_loss=0.3161, pruned_loss=0.07833, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03654, over 43.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3144, pruned_loss=0.07748, over 2474145.05 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06655, over 19918.74 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.293, pruned_loss=0.06506, over 2464742.64 frames. utt_duration=1254 frames, utt_pad_proportion=0.06266, over 7870.01 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3165, pruned_loss=0.07866, over 2475437.89 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06735, over 21334.81 utterances.], batch size: 43, lr: 3.15e-04
2022-08-28 09:33:59,183 INFO [train.py:927] (4/8) Epoch 12, batch 15100, giga_loss[loss=0.2247, simple_loss=0.3213, pruned_loss=0.06402, over 12280.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02665, over 54.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3146, pruned_loss=0.0773, over 2473444.10 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06656, over 19353.78 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2931, pruned_loss=0.06523, over 2464977.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.06202, over 7873.67 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3165, pruned_loss=0.0783, over 2474428.22 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06748, over 20677.35 utterances.], batch size: 54, lr: 3.15e-04
2022-08-28 09:35:45,386 INFO [train.py:927] (4/8) Epoch 12, batch 15150, giga_loss[loss=0.3038, simple_loss=0.364, pruned_loss=0.1218, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3155, pruned_loss=0.07865, over 2473356.06 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06827, over 19757.13 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2932, pruned_loss=0.06528, over 2464723.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.06079, over 7850.07 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07967, over 2474557.98 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06936, over 21100.10 utterances.], batch size: 260, lr: 3.15e-04
2022-08-28 09:37:29,064 INFO [train.py:927] (4/8) Epoch 12, batch 15200, giga_loss[loss=0.2338, simple_loss=0.3016, pruned_loss=0.08303, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3144, pruned_loss=0.07894, over 2474483.82 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07565, over 20681.95 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2935, pruned_loss=0.0654, over 2464812.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.06533, over 7946.57 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.316, pruned_loss=0.07989, over 2475497.92 frames. utt_duration=454 frames, utt_pad_proportion=0.07459, over 21879.76 utterances.], batch size: 51, lr: 3.15e-04
2022-08-28 09:39:10,948 INFO [train.py:927] (4/8) Epoch 12, batch 15250, giga_loss[loss=0.2454, simple_loss=0.3174, pruned_loss=0.08667, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02538, over 48.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3137, pruned_loss=0.0794, over 2474086.99 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07383, over 20404.75 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2932, pruned_loss=0.06541, over 2464462.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.06394, over 7900.82 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3158, pruned_loss=0.08051, over 2475457.84 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07363, over 21747.99 utterances.], batch size: 48, lr: 3.15e-04
2022-08-28 09:40:54,177 INFO [train.py:927] (4/8) Epoch 12, batch 15300, giga_loss[loss=0.24, simple_loss=0.3169, pruned_loss=0.08158, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03163, over 80.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3128, pruned_loss=0.07945, over 2474308.95 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07322, over 20198.37 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2931, pruned_loss=0.06543, over 2464779.05 frames. utt_duration=1249 frames, utt_pad_proportion=0.06279, over 7903.76 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3154, pruned_loss=0.08093, over 2475551.25 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07367, over 21800.27 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:42:36,473 INFO [train.py:927] (4/8) Epoch 12, batch 15350, giga_loss[loss=0.2283, simple_loss=0.3219, pruned_loss=0.06737, over 12358.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03286, over 62.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3107, pruned_loss=0.07843, over 2474069.83 frames. utt_duration=503.5 frames, utt_pad_proportion=0.0712, over 19711.06 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.293, pruned_loss=0.0655, over 2464716.61 frames. utt_duration=1253 frames, utt_pad_proportion=0.06118, over 7877.06 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3137, pruned_loss=0.08004, over 2475491.13 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07237, over 21465.33 utterances.], batch size: 62, lr: 3.15e-04
2022-08-28 09:44:18,588 INFO [train.py:927] (4/8) Epoch 12, batch 15400, libri_loss[loss=0.1707, simple_loss=0.2486, pruned_loss=0.04634, over 12254.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03966, over 27.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.312, pruned_loss=0.07867, over 2473885.75 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07238, over 20080.13 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.293, pruned_loss=0.06558, over 2464819.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.05967, over 7837.81 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.315, pruned_loss=0.08033, over 2475270.11 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07385, over 21920.99 utterances.], batch size: 27, lr: 3.15e-04
2022-08-28 09:46:01,541 INFO [train.py:927] (4/8) Epoch 12, batch 15450, libri_loss[loss=0.1954, simple_loss=0.2865, pruned_loss=0.05214, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006062, over 32.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3126, pruned_loss=0.07929, over 2473836.38 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07081, over 20202.56 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2929, pruned_loss=0.06549, over 2464514.94 frames. utt_duration=1267 frames, utt_pad_proportion=0.05791, over 7788.14 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3158, pruned_loss=0.08121, over 2475612.03 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07281, over 22202.38 utterances.], batch size: 32, lr: 3.15e-04
2022-08-28 09:47:45,707 INFO [train.py:927] (4/8) Epoch 12, batch 15500, giga_loss[loss=0.2288, simple_loss=0.3148, pruned_loss=0.07135, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02979, over 45.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3146, pruned_loss=0.07902, over 2473664.84 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07538, over 20285.21 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2925, pruned_loss=0.06549, over 2464416.80 frames. utt_duration=1271 frames, utt_pad_proportion=0.05731, over 7764.45 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3177, pruned_loss=0.08073, over 2475305.38 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07689, over 22065.34 utterances.], batch size: 45, lr: 3.15e-04
2022-08-28 09:49:28,449 INFO [train.py:927] (4/8) Epoch 12, batch 15550, giga_loss[loss=0.2361, simple_loss=0.3193, pruned_loss=0.07652, over 12471.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04174, over 31.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3165, pruned_loss=0.0797, over 2473952.93 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07372, over 20098.27 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.292, pruned_loss=0.0653, over 2464521.83 frames. utt_duration=1275 frames, utt_pad_proportion=0.05673, over 7739.09 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3197, pruned_loss=0.08141, over 2475296.83 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07529, over 21691.23 utterances.], batch size: 31, lr: 3.15e-04
2022-08-28 09:51:11,644 INFO [train.py:927] (4/8) Epoch 12, batch 15600, giga_loss[loss=0.2031, simple_loss=0.285, pruned_loss=0.06062, over 12455.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03077, over 55.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3173, pruned_loss=0.08106, over 2473657.10 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07072, over 19576.67 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2923, pruned_loss=0.06567, over 2464917.03 frames. utt_duration=1267 frames, utt_pad_proportion=0.05971, over 7793.86 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.321, pruned_loss=0.0829, over 2474854.35 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07163, over 21461.21 utterances.], batch size: 55, lr: 3.15e-04
2022-08-28 09:52:56,036 INFO [train.py:927] (4/8) Epoch 12, batch 15650, giga_loss[loss=0.2338, simple_loss=0.3163, pruned_loss=0.07569, over 12401.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06766, over 184.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3164, pruned_loss=0.08042, over 2473941.44 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07049, over 19917.21 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2924, pruned_loss=0.0659, over 2465448.98 frames. utt_duration=1259 frames, utt_pad_proportion=0.06053, over 7845.32 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3201, pruned_loss=0.0822, over 2474695.71 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07119, over 21771.26 utterances.], batch size: 184, lr: 3.15e-04
2022-08-28 09:54:36,335 INFO [train.py:927] (4/8) Epoch 12, batch 15700, giga_loss[loss=0.2375, simple_loss=0.3263, pruned_loss=0.07439, over 12434.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3169, pruned_loss=0.07896, over 2474131.43 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06976, over 19838.82 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2924, pruned_loss=0.06599, over 2465734.83 frames. utt_duration=1249 frames, utt_pad_proportion=0.06378, over 7905.32 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3204, pruned_loss=0.08066, over 2474698.21 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06929, over 21597.24 utterances.], batch size: 146, lr: 3.15e-04
2022-08-28 09:56:17,211 INFO [train.py:927] (4/8) Epoch 12, batch 15750, giga_loss[loss=0.213, simple_loss=0.3016, pruned_loss=0.06225, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.0257, over 55.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.318, pruned_loss=0.07962, over 2474634.50 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07095, over 19794.25 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2928, pruned_loss=0.0663, over 2466090.70 frames. utt_duration=1239 frames, utt_pad_proportion=0.06631, over 7970.53 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3213, pruned_loss=0.08105, over 2474989.31 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06975, over 21469.32 utterances.], batch size: 55, lr: 3.15e-04
2022-08-28 09:57:59,229 INFO [train.py:927] (4/8) Epoch 12, batch 15800, giga_loss[loss=0.2251, simple_loss=0.3072, pruned_loss=0.07151, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03666, over 28.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3163, pruned_loss=0.07899, over 2474647.03 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06879, over 19951.45 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2925, pruned_loss=0.06612, over 2466099.54 frames. utt_duration=1238 frames, utt_pad_proportion=0.06645, over 7975.12 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3194, pruned_loss=0.08045, over 2475060.18 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06792, over 21430.17 utterances.], batch size: 28, lr: 3.15e-04
2022-08-28 09:59:40,624 INFO [train.py:927] (4/8) Epoch 12, batch 15850, giga_loss[loss=0.186, simple_loss=0.2679, pruned_loss=0.05209, over 12148.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03212, over 36.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3141, pruned_loss=0.07797, over 2475261.69 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06301, over 19002.04 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2928, pruned_loss=0.06628, over 2466485.25 frames. utt_duration=1241 frames, utt_pad_proportion=0.06517, over 7956.98 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3168, pruned_loss=0.07927, over 2475461.23 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06311, over 20450.00 utterances.], batch size: 36, lr: 3.15e-04
2022-08-28 10:01:23,300 INFO [train.py:927] (4/8) Epoch 12, batch 15900, giga_loss[loss=0.2448, simple_loss=0.316, pruned_loss=0.08686, over 12353.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.0369, over 122.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3135, pruned_loss=0.07801, over 2474911.51 frames. utt_duration=521 frames, utt_pad_proportion=0.06195, over 19053.41 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2931, pruned_loss=0.06641, over 2466387.80 frames. utt_duration=1243 frames, utt_pad_proportion=0.06446, over 7948.61 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3157, pruned_loss=0.0791, over 2475284.23 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06231, over 20355.66 utterances.], batch size: 122, lr: 3.15e-04
2022-08-28 10:03:01,914 INFO [train.py:927] (4/8) Epoch 12, batch 15950, giga_loss[loss=0.2247, simple_loss=0.3116, pruned_loss=0.06897, over 12362.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.041, over 113.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3117, pruned_loss=0.07624, over 2474983.02 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06773, over 19706.25 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2933, pruned_loss=0.06664, over 2466424.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06732, over 7995.86 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3138, pruned_loss=0.07725, over 2475517.11 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06674, over 21053.73 utterances.], batch size: 113, lr: 3.15e-04
2022-08-28 10:04:53,092 INFO [train.py:927] (4/8) Epoch 12, batch 16000, giga_loss[loss=0.1936, simple_loss=0.2831, pruned_loss=0.05209, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0339, over 40.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07534, over 2474658.29 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07053, over 20462.83 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06678, over 2466483.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06763, over 8011.94 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07608, over 2475103.11 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06952, over 21620.06 utterances.], batch size: 40, lr: 3.14e-04
2022-08-28 10:06:40,121 INFO [train.py:927] (4/8) Epoch 12, batch 16050, giga_loss[loss=0.2372, simple_loss=0.3198, pruned_loss=0.07728, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03728, over 113.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.07481, over 2473754.37 frames. utt_duration=471 frames, utt_pad_proportion=0.07511, over 21074.78 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2934, pruned_loss=0.0667, over 2466084.05 frames. utt_duration=1235 frames, utt_pad_proportion=0.06682, over 7996.84 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3089, pruned_loss=0.07556, over 2474552.89 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07437, over 22161.61 utterances.], batch size: 113, lr: 3.14e-04
2022-08-28 10:08:23,539 INFO [train.py:927] (4/8) Epoch 12, batch 16100, giga_loss[loss=0.2005, simple_loss=0.2767, pruned_loss=0.06213, over 12125.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04059, over 33.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3092, pruned_loss=0.07586, over 2473720.31 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08107, over 21981.52 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2932, pruned_loss=0.06661, over 2466147.61 frames. utt_duration=1239 frames, utt_pad_proportion=0.06642, over 7973.93 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3109, pruned_loss=0.07662, over 2474370.44 frames. utt_duration=432 frames, utt_pad_proportion=0.08044, over 22987.89 utterances.], batch size: 33, lr: 3.14e-04
2022-08-28 10:10:07,400 INFO [train.py:927] (4/8) Epoch 12, batch 16150, giga_loss[loss=0.2519, simple_loss=0.3187, pruned_loss=0.09251, over 12349.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1915, over 363.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07704, over 2474318.06 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07848, over 21666.55 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2934, pruned_loss=0.06669, over 2466225.77 frames. utt_duration=1229 frames, utt_pad_proportion=0.06986, over 8039.73 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3124, pruned_loss=0.07787, over 2474986.76 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07727, over 22787.13 utterances.], batch size: 363, lr: 3.14e-04
2022-08-28 10:11:54,686 INFO [train.py:927] (4/8) Epoch 12, batch 16200, giga_loss[loss=0.2598, simple_loss=0.3296, pruned_loss=0.09503, over 12461.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03691, over 123.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07881, over 2474508.88 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07857, over 21885.45 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.294, pruned_loss=0.06675, over 2466375.05 frames. utt_duration=1225 frames, utt_pad_proportion=0.06998, over 8062.21 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3141, pruned_loss=0.07951, over 2474972.03 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07761, over 22870.73 utterances.], batch size: 123, lr: 3.14e-04
2022-08-28 10:13:39,755 INFO [train.py:927] (4/8) Epoch 12, batch 16250, giga_loss[loss=0.2315, simple_loss=0.3272, pruned_loss=0.06785, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03068, over 42.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3134, pruned_loss=0.07792, over 2474132.25 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07192, over 20364.99 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2941, pruned_loss=0.06665, over 2466493.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.06836, over 8039.32 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3146, pruned_loss=0.07895, over 2474652.78 frames. utt_duration=459.6 frames, utt_pad_proportion=0.072, over 21604.77 utterances.], batch size: 42, lr: 3.14e-04
2022-08-28 10:15:27,944 INFO [train.py:927] (4/8) Epoch 12, batch 16300, libri_loss[loss=0.1989, simple_loss=0.2869, pruned_loss=0.05543, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005662, over 35.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.314, pruned_loss=0.07857, over 2474576.16 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07495, over 20689.24 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2941, pruned_loss=0.0666, over 2466700.06 frames. utt_duration=1231 frames, utt_pad_proportion=0.06713, over 8022.53 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3154, pruned_loss=0.0797, over 2474957.37 frames. utt_duration=452 frames, utt_pad_proportion=0.07531, over 21973.03 utterances.], batch size: 35, lr: 3.14e-04
2022-08-28 10:17:12,118 INFO [train.py:927] (4/8) Epoch 12, batch 16350, giga_loss[loss=0.2161, simple_loss=0.2979, pruned_loss=0.06717, over 12474.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02945, over 43.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3142, pruned_loss=0.07804, over 2475460.72 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07352, over 21083.57 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.294, pruned_loss=0.06653, over 2466808.81 frames. utt_duration=1229 frames, utt_pad_proportion=0.06685, over 8038.12 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3157, pruned_loss=0.07919, over 2475817.24 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07398, over 22307.14 utterances.], batch size: 43, lr: 3.14e-04
2022-08-28 10:18:58,898 INFO [train.py:927] (4/8) Epoch 12, batch 16400, giga_loss[loss=0.2128, simple_loss=0.2966, pruned_loss=0.06447, over 12383.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02478, over 66.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.07905, over 2475141.94 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07649, over 21941.56 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2942, pruned_loss=0.06659, over 2466719.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.06638, over 8035.55 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08007, over 2475619.53 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07685, over 23090.31 utterances.], batch size: 66, lr: 3.14e-04
2022-08-28 10:20:40,268 INFO [train.py:927] (4/8) Epoch 12, batch 16450, giga_loss[loss=0.23, simple_loss=0.3128, pruned_loss=0.07359, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03056, over 55.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3128, pruned_loss=0.07867, over 2474995.69 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07299, over 21686.93 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2942, pruned_loss=0.06668, over 2466498.45 frames. utt_duration=1225 frames, utt_pad_proportion=0.06852, over 8061.05 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3147, pruned_loss=0.07992, over 2475953.58 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07292, over 23167.95 utterances.], batch size: 55, lr: 3.14e-04
2022-08-28 10:22:23,167 INFO [train.py:927] (4/8) Epoch 12, batch 16500, giga_loss[loss=0.2148, simple_loss=0.2972, pruned_loss=0.06617, over 12260.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02815, over 54.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3127, pruned_loss=0.0792, over 2473616.18 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07883, over 21975.37 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2941, pruned_loss=0.0666, over 2466574.92 frames. utt_duration=1222 frames, utt_pad_proportion=0.06872, over 8082.31 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08039, over 2474366.42 frames. utt_duration=427 frames, utt_pad_proportion=0.07846, over 23257.56 utterances.], batch size: 54, lr: 3.14e-04
2022-08-28 10:24:05,931 INFO [train.py:927] (4/8) Epoch 12, batch 16550, giga_loss[loss=0.2462, simple_loss=0.3272, pruned_loss=0.08258, over 12391.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02903, over 58.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.314, pruned_loss=0.08048, over 2473191.79 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07624, over 21570.63 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2941, pruned_loss=0.06662, over 2466319.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06714, over 8053.11 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3159, pruned_loss=0.08177, over 2474225.63 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07667, over 22999.38 utterances.], batch size: 58, lr: 3.14e-04
2022-08-28 10:25:47,539 INFO [train.py:927] (4/8) Epoch 12, batch 16600, giga_loss[loss=0.2782, simple_loss=0.3433, pruned_loss=0.1066, over 12434.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04836, over 161.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3144, pruned_loss=0.08096, over 2472826.03 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07796, over 21379.67 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2942, pruned_loss=0.0666, over 2466207.81 frames. utt_duration=1226 frames, utt_pad_proportion=0.06643, over 8057.63 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08239, over 2473947.57 frames. utt_duration=434 frames, utt_pad_proportion=0.0785, over 22876.35 utterances.], batch size: 161, lr: 3.14e-04
2022-08-28 10:27:30,773 INFO [train.py:927] (4/8) Epoch 12, batch 16650, libri_loss[loss=0.1754, simple_loss=0.2564, pruned_loss=0.04716, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005791, over 33.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3141, pruned_loss=0.08109, over 2473219.71 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07879, over 21541.42 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2942, pruned_loss=0.06666, over 2465942.72 frames. utt_duration=1225 frames, utt_pad_proportion=0.06577, over 8061.05 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3162, pruned_loss=0.08252, over 2474541.90 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07948, over 23047.08 utterances.], batch size: 33, lr: 3.14e-04
2022-08-28 10:29:16,654 INFO [train.py:927] (4/8) Epoch 12, batch 16700, giga_loss[loss=0.2122, simple_loss=0.2997, pruned_loss=0.06238, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3134, pruned_loss=0.07982, over 2473812.48 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07375, over 20735.29 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.294, pruned_loss=0.06649, over 2465980.68 frames. utt_duration=1230 frames, utt_pad_proportion=0.06472, over 8027.95 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3157, pruned_loss=0.08144, over 2474997.01 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07505, over 22266.19 utterances.], batch size: 75, lr: 3.14e-04
2022-08-28 10:31:00,716 INFO [train.py:927] (4/8) Epoch 12, batch 16750, giga_loss[loss=0.2048, simple_loss=0.2957, pruned_loss=0.05695, over 12353.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03125, over 51.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3153, pruned_loss=0.08095, over 2473718.87 frames. utt_duration=494 frames, utt_pad_proportion=0.0686, over 20088.52 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2942, pruned_loss=0.06658, over 2466135.64 frames. utt_duration=1230 frames, utt_pad_proportion=0.06432, over 8029.41 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3174, pruned_loss=0.08241, over 2474641.72 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07016, over 21523.39 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 10:32:41,961 INFO [train.py:927] (4/8) Epoch 12, batch 16800, libri_loss[loss=0.2297, simple_loss=0.2998, pruned_loss=0.07982, over 12384.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.00826, over 31.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.08109, over 2474679.63 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07198, over 20552.70 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2942, pruned_loss=0.06665, over 2466712.70 frames. utt_duration=1232 frames, utt_pad_proportion=0.06272, over 8015.48 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3176, pruned_loss=0.08265, over 2475163.34 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07357, over 22111.24 utterances.], batch size: 31, lr: 3.14e-04
2022-08-28 10:34:24,275 INFO [train.py:927] (4/8) Epoch 12, batch 16850, giga_loss[loss=0.2732, simple_loss=0.3449, pruned_loss=0.1007, over 12397.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05861, over 182.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08174, over 2475448.35 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07531, over 21259.58 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2943, pruned_loss=0.06674, over 2466930.25 frames. utt_duration=1224 frames, utt_pad_proportion=0.06586, over 8070.91 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3191, pruned_loss=0.0833, over 2475854.90 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07532, over 22803.88 utterances.], batch size: 182, lr: 3.14e-04
2022-08-28 10:36:05,295 INFO [train.py:927] (4/8) Epoch 12, batch 16900, giga_loss[loss=0.2424, simple_loss=0.318, pruned_loss=0.08343, over 12175.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03331, over 36.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.315, pruned_loss=0.08033, over 2474934.48 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07186, over 20446.66 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2946, pruned_loss=0.06687, over 2466654.89 frames. utt_duration=1223 frames, utt_pad_proportion=0.06519, over 8078.41 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3169, pruned_loss=0.08169, over 2475618.69 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07236, over 21887.39 utterances.], batch size: 36, lr: 3.14e-04
2022-08-28 10:37:49,754 INFO [train.py:927] (4/8) Epoch 12, batch 16950, giga_loss[loss=0.2684, simple_loss=0.3417, pruned_loss=0.09751, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03638, over 123.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08081, over 2474939.93 frames. utt_duration=472 frames, utt_pad_proportion=0.07208, over 21041.73 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2942, pruned_loss=0.06677, over 2466893.53 frames. utt_duration=1228 frames, utt_pad_proportion=0.064, over 8044.71 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3182, pruned_loss=0.08232, over 2475477.41 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0729, over 22519.21 utterances.], batch size: 123, lr: 3.14e-04
2022-08-28 10:39:35,108 INFO [train.py:927] (4/8) Epoch 12, batch 17000, giga_loss[loss=0.3014, simple_loss=0.3529, pruned_loss=0.1249, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.072, over 212.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3163, pruned_loss=0.08198, over 2475278.31 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07289, over 21229.31 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2942, pruned_loss=0.06684, over 2466813.13 frames. utt_duration=1229 frames, utt_pad_proportion=0.06306, over 8035.55 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3188, pruned_loss=0.08349, over 2475969.59 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07383, over 22747.56 utterances.], batch size: 212, lr: 3.14e-04
2022-08-28 10:41:19,717 INFO [train.py:927] (4/8) Epoch 12, batch 17050, giga_loss[loss=0.1969, simple_loss=0.2747, pruned_loss=0.05953, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03752, over 28.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3176, pruned_loss=0.08351, over 2474802.64 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07945, over 22311.09 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.294, pruned_loss=0.06676, over 2466604.30 frames. utt_duration=1232 frames, utt_pad_proportion=0.06263, over 8017.24 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3199, pruned_loss=0.08488, over 2475588.89 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07994, over 23629.65 utterances.], batch size: 28, lr: 3.14e-04
2022-08-28 10:43:04,552 INFO [train.py:927] (4/8) Epoch 12, batch 17100, giga_loss[loss=0.2132, simple_loss=0.301, pruned_loss=0.06264, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02738, over 48.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3182, pruned_loss=0.08368, over 2474915.39 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08022, over 22856.31 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2943, pruned_loss=0.06701, over 2466555.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.06192, over 7999.06 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.32, pruned_loss=0.08478, over 2475697.54 frames. utt_duration=412.2 frames, utt_pad_proportion=0.08084, over 24110.74 utterances.], batch size: 48, lr: 3.14e-04
2022-08-28 10:44:45,524 INFO [train.py:927] (4/8) Epoch 12, batch 17150, giga_loss[loss=0.2828, simple_loss=0.3462, pruned_loss=0.1097, over 12377.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07384, over 212.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3182, pruned_loss=0.08337, over 2475223.87 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07878, over 22777.56 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2939, pruned_loss=0.06685, over 2466546.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06069, over 7955.64 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3206, pruned_loss=0.08485, over 2476085.98 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07986, over 24219.49 utterances.], batch size: 212, lr: 3.14e-04
2022-08-28 10:46:31,456 INFO [train.py:927] (4/8) Epoch 12, batch 17200, giga_loss[loss=0.2235, simple_loss=0.3044, pruned_loss=0.0713, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3159, pruned_loss=0.08175, over 2475263.46 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07524, over 21569.16 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2941, pruned_loss=0.06701, over 2466632.32 frames. utt_duration=1243 frames, utt_pad_proportion=0.0602, over 7950.09 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.08291, over 2475934.09 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07652, over 22830.37 utterances.], batch size: 97, lr: 3.14e-04
2022-08-28 10:48:15,563 INFO [train.py:927] (4/8) Epoch 12, batch 17250, giga_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06778, over 12435.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03686, over 133.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3132, pruned_loss=0.08019, over 2475609.05 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07572, over 21718.54 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2942, pruned_loss=0.06694, over 2466673.18 frames. utt_duration=1244 frames, utt_pad_proportion=0.05914, over 7941.46 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3152, pruned_loss=0.08146, over 2476289.66 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07714, over 23017.69 utterances.], batch size: 133, lr: 3.14e-04
2022-08-28 10:49:56,426 INFO [train.py:927] (4/8) Epoch 12, batch 17300, libri_loss[loss=0.2045, simple_loss=0.2879, pruned_loss=0.06054, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006371, over 34.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3103, pruned_loss=0.07897, over 2474879.79 frames. utt_duration=465.9 frames, utt_pad_proportion=0.08, over 21316.57 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2943, pruned_loss=0.06709, over 2466495.89 frames. utt_duration=1235 frames, utt_pad_proportion=0.062, over 7998.44 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3127, pruned_loss=0.08048, over 2475979.01 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08043, over 22947.19 utterances.], batch size: 34, lr: 3.14e-04
2022-08-28 10:51:41,630 INFO [train.py:927] (4/8) Epoch 12, batch 17350, libri_loss[loss=0.2027, simple_loss=0.2831, pruned_loss=0.0612, over 12343.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006374, over 33.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.309, pruned_loss=0.07717, over 2475503.00 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07709, over 21129.05 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2942, pruned_loss=0.06707, over 2466777.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06104, over 7979.61 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3112, pruned_loss=0.0786, over 2476277.63 frames. utt_duration=438 frames, utt_pad_proportion=0.07805, over 22692.30 utterances.], batch size: 33, lr: 3.14e-04
2022-08-28 10:53:24,012 INFO [train.py:927] (4/8) Epoch 12, batch 17400, giga_loss[loss=0.1812, simple_loss=0.2767, pruned_loss=0.04283, over 12394.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.308, pruned_loss=0.07455, over 2475683.42 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07507, over 21326.58 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2944, pruned_loss=0.06726, over 2466748.20 frames. utt_duration=1242 frames, utt_pad_proportion=0.05994, over 7954.42 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3099, pruned_loss=0.07571, over 2476500.13 frames. utt_duration=434.3 frames, utt_pad_proportion=0.0764, over 22885.80 utterances.], batch size: 70, lr: 3.14e-04
2022-08-28 10:55:07,395 INFO [train.py:927] (4/8) Epoch 12, batch 17450, giga_loss[loss=0.2023, simple_loss=0.294, pruned_loss=0.05531, over 12386.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02425, over 70.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3061, pruned_loss=0.07207, over 2476129.66 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07783, over 22753.92 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2945, pruned_loss=0.06733, over 2466953.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.05966, over 7971.64 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3078, pruned_loss=0.07309, over 2476840.41 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07896, over 24395.53 utterances.], batch size: 70, lr: 3.14e-04
2022-08-28 10:56:55,175 INFO [train.py:927] (4/8) Epoch 12, batch 17500, giga_loss[loss=0.2349, simple_loss=0.3192, pruned_loss=0.07531, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03274, over 97.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.305, pruned_loss=0.069, over 2476091.73 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07506, over 22771.66 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2943, pruned_loss=0.06734, over 2467033.61 frames. utt_duration=1239 frames, utt_pad_proportion=0.05992, over 7974.06 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3067, pruned_loss=0.06985, over 2476694.77 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07613, over 24266.80 utterances.], batch size: 97, lr: 3.14e-04
2022-08-28 10:58:40,447 INFO [train.py:927] (4/8) Epoch 12, batch 17550, giga_loss[loss=0.1754, simple_loss=0.2693, pruned_loss=0.04073, over 12318.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03271, over 51.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3034, pruned_loss=0.06774, over 2475608.01 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07253, over 22746.67 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2941, pruned_loss=0.06737, over 2466986.14 frames. utt_duration=1244 frames, utt_pad_proportion=0.05894, over 7940.09 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3051, pruned_loss=0.06842, over 2476321.60 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0739, over 24293.06 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 11:00:25,968 INFO [train.py:927] (4/8) Epoch 12, batch 17600, giga_loss[loss=0.2123, simple_loss=0.301, pruned_loss=0.06182, over 12348.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3006, pruned_loss=0.06552, over 2475781.77 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07519, over 23639.94 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.06753, over 2467336.83 frames. utt_duration=1235 frames, utt_pad_proportion=0.06204, over 7999.01 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3019, pruned_loss=0.06591, over 2476191.09 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07534, over 25084.32 utterances.], batch size: 58, lr: 3.14e-04
2022-08-28 11:02:08,978 INFO [train.py:927] (4/8) Epoch 12, batch 17650, giga_loss[loss=0.2204, simple_loss=0.3027, pruned_loss=0.06905, over 12399.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05656, over 162.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2995, pruned_loss=0.06423, over 2475668.16 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07548, over 23612.14 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2946, pruned_loss=0.06765, over 2467401.63 frames. utt_duration=1236 frames, utt_pad_proportion=0.06072, over 7993.49 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3005, pruned_loss=0.06436, over 2476186.77 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07607, over 25252.54 utterances.], batch size: 162, lr: 3.14e-04
2022-08-28 11:03:51,031 INFO [train.py:927] (4/8) Epoch 12, batch 17700, giga_loss[loss=0.2042, simple_loss=0.2978, pruned_loss=0.05533, over 12423.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2975, pruned_loss=0.06257, over 2476166.95 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07152, over 23204.41 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06784, over 2467516.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.05959, over 7954.24 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2984, pruned_loss=0.06237, over 2476704.13 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07263, over 24978.04 utterances.], batch size: 183, lr: 3.14e-04
2022-08-28 11:05:36,515 INFO [train.py:927] (4/8) Epoch 12, batch 17750, giga_loss[loss=0.2255, simple_loss=0.3008, pruned_loss=0.07513, over 12384.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07048, over 212.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2942, pruned_loss=0.06081, over 2475789.07 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07015, over 23338.14 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2943, pruned_loss=0.06757, over 2467316.44 frames. utt_duration=1246 frames, utt_pad_proportion=0.05829, over 7930.15 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2953, pruned_loss=0.06067, over 2476729.94 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07162, over 25345.30 utterances.], batch size: 212, lr: 3.14e-04
2022-08-28 11:07:23,460 INFO [train.py:927] (4/8) Epoch 12, batch 17800, giga_loss[loss=0.2079, simple_loss=0.2976, pruned_loss=0.05909, over 12372.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04199, over 133.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2925, pruned_loss=0.06012, over 2475848.13 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07275, over 23387.51 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2939, pruned_loss=0.06721, over 2467550.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05655, over 7886.70 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2936, pruned_loss=0.06008, over 2476733.23 frames. utt_duration=388.4 frames, utt_pad_proportion=0.07434, over 25599.72 utterances.], batch size: 133, lr: 3.14e-04
2022-08-28 11:09:19,407 INFO [train.py:927] (4/8) Epoch 12, batch 17850, giga_loss[loss=0.2031, simple_loss=0.3019, pruned_loss=0.05218, over 12409.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.207, simple_loss=0.294, pruned_loss=0.06001, over 2476163.76 frames. utt_duration=402 frames, utt_pad_proportion=0.07606, over 24726.25 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.294, pruned_loss=0.06733, over 2467793.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.06023, over 7956.81 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2948, pruned_loss=0.05973, over 2476808.87 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07614, over 26711.84 utterances.], batch size: 133, lr: 3.14e-04
2022-08-28 11:11:24,726 INFO [train.py:927] (4/8) Epoch 12, batch 17900, giga_loss[loss=0.1824, simple_loss=0.2763, pruned_loss=0.04423, over 12043.00 frames. utt_duration=1928 frames, utt_pad_proportion=0.03586, over 25.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2938, pruned_loss=0.05964, over 2475716.22 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0703, over 24312.55 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2937, pruned_loss=0.06718, over 2467506.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.05891, over 7917.57 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2947, pruned_loss=0.05936, over 2476743.36 frames. utt_duration=376.8 frames, utt_pad_proportion=0.0712, over 26391.23 utterances.], batch size: 25, lr: 3.14e-04
2022-08-28 11:13:22,262 INFO [train.py:927] (4/8) Epoch 12, batch 17950, giga_loss[loss=0.1878, simple_loss=0.2807, pruned_loss=0.04743, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2923, pruned_loss=0.05834, over 2476209.81 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07263, over 25115.03 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2936, pruned_loss=0.06734, over 2467583.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.05755, over 7888.42 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05773, over 2477204.45 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07363, over 27296.37 utterances.], batch size: 113, lr: 3.13e-04
2022-08-28 11:15:35,164 INFO [train.py:927] (4/8) Epoch 12, batch 18000, giga_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05794, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2905, pruned_loss=0.05771, over 2476298.94 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06973, over 24668.11 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2933, pruned_loss=0.06717, over 2467507.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05677, over 7879.71 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2914, pruned_loss=0.0572, over 2477313.36 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07101, over 26711.65 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 11:15:35,165 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 11:15:49,310 INFO [train.py:967] (4/8) 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 11:17:42,460 INFO [train.py:927] (4/8) Epoch 12, batch 18050, giga_loss[loss=0.2031, simple_loss=0.2994, pruned_loss=0.05346, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2894, pruned_loss=0.05673, over 2476347.13 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06959, over 24753.42 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2932, pruned_loss=0.06711, over 2467248.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.05614, over 7862.57 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05625, over 2477514.42 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07084, over 26619.92 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 11:19:51,376 INFO [train.py:927] (4/8) Epoch 12, batch 18100, giga_loss[loss=0.1993, simple_loss=0.2841, pruned_loss=0.05726, over 12438.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02923, over 80.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05671, over 2477396.73 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06853, over 24285.58 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2934, pruned_loss=0.0674, over 2467662.56 frames. utt_duration=1253 frames, utt_pad_proportion=0.05599, over 7888.26 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2909, pruned_loss=0.05572, over 2478243.21 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06975, over 26289.19 utterances.], batch size: 80, lr: 3.13e-04
2022-08-28 11:21:52,171 INFO [train.py:927] (4/8) Epoch 12, batch 18150, giga_loss[loss=0.1661, simple_loss=0.2655, pruned_loss=0.03334, over 12330.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03437, over 58.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05622, over 2477501.97 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06885, over 24211.41 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2941, pruned_loss=0.06773, over 2467931.16 frames. utt_duration=1240 frames, utt_pad_proportion=0.06004, over 7967.56 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2896, pruned_loss=0.05495, over 2478108.03 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06874, over 26001.28 utterances.], batch size: 58, lr: 3.13e-04
2022-08-28 11:23:54,246 INFO [train.py:927] (4/8) Epoch 12, batch 18200, giga_loss[loss=0.1937, simple_loss=0.2938, pruned_loss=0.04677, over 12454.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03657, over 133.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2922, pruned_loss=0.0555, over 2477797.23 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06712, over 24333.70 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2943, pruned_loss=0.0679, over 2467805.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06396, over 8038.48 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2916, pruned_loss=0.05426, over 2478482.31 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06619, over 25822.59 utterances.], batch size: 133, lr: 3.13e-04
2022-08-28 11:25:56,398 INFO [train.py:927] (4/8) Epoch 12, batch 18250, libri_loss[loss=0.2748, simple_loss=0.3452, pruned_loss=0.1022, over 12437.00 frames. utt_duration=396.3 frames, utt_pad_proportion=0.3817, over 126.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2932, pruned_loss=0.05511, over 2477662.68 frames. utt_duration=403 frames, utt_pad_proportion=0.06989, over 24664.52 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2949, pruned_loss=0.06807, over 2467636.33 frames. utt_duration=1220 frames, utt_pad_proportion=0.06772, over 8102.59 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2922, pruned_loss=0.05358, over 2478655.54 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06787, over 26273.30 utterances.], batch size: 126, lr: 3.13e-04
2022-08-28 11:27:57,626 INFO [train.py:927] (4/8) Epoch 12, batch 18300, giga_loss[loss=0.2261, simple_loss=0.2989, pruned_loss=0.0766, over 12403.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2945, pruned_loss=0.05693, over 2477998.13 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07279, over 25343.50 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2952, pruned_loss=0.0682, over 2467661.83 frames. utt_duration=1214 frames, utt_pad_proportion=0.06925, over 8141.56 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2935, pruned_loss=0.05515, over 2479159.88 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07072, over 27217.00 utterances.], batch size: 257, lr: 3.13e-04
2022-08-28 11:30:23,580 INFO [train.py:927] (4/8) Epoch 12, batch 18350, giga_loss[loss=0.2102, simple_loss=0.2965, pruned_loss=0.06194, over 12484.00 frames. utt_duration=703.9 frames, utt_pad_proportion=0.0304, over 71.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2941, pruned_loss=0.05729, over 2477557.92 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07227, over 24289.55 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.295, pruned_loss=0.06808, over 2467522.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.06735, over 8099.69 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2934, pruned_loss=0.05558, over 2478954.12 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07109, over 26403.74 utterances.], batch size: 71, lr: 3.13e-04
2022-08-28 11:32:27,269 INFO [train.py:927] (4/8) Epoch 12, batch 18400, giga_loss[loss=0.1976, simple_loss=0.2925, pruned_loss=0.05139, over 12406.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03387, over 122.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2918, pruned_loss=0.05634, over 2478066.78 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06915, over 24098.48 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2948, pruned_loss=0.06792, over 2467654.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06633, over 8077.45 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2913, pruned_loss=0.05487, over 2479298.66 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06871, over 26159.71 utterances.], batch size: 122, lr: 3.13e-04
2022-08-28 11:34:29,322 INFO [train.py:927] (4/8) Epoch 12, batch 18450, giga_loss[loss=0.2195, simple_loss=0.3145, pruned_loss=0.06228, over 12379.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.03765, over 146.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2891, pruned_loss=0.05553, over 2477690.78 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06676, over 23151.85 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2942, pruned_loss=0.06756, over 2467688.81 frames. utt_duration=1225 frames, utt_pad_proportion=0.06527, over 8068.26 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2891, pruned_loss=0.05409, over 2479129.53 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06693, over 25605.51 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 11:36:31,656 INFO [train.py:927] (4/8) Epoch 12, batch 18500, giga_loss[loss=0.1922, simple_loss=0.2728, pruned_loss=0.05576, over 12456.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03539, over 98.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.29, pruned_loss=0.05588, over 2478457.09 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06795, over 23878.83 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.06762, over 2467732.36 frames. utt_duration=1226 frames, utt_pad_proportion=0.06502, over 8061.92 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.05465, over 2479590.92 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06808, over 25879.39 utterances.], batch size: 98, lr: 3.13e-04
2022-08-28 11:38:42,664 INFO [train.py:927] (4/8) Epoch 12, batch 18550, giga_loss[loss=0.188, simple_loss=0.2809, pruned_loss=0.04756, over 12333.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03076, over 85.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05638, over 2478529.26 frames. utt_duration=425.7 frames, utt_pad_proportion=0.0683, over 23352.71 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2949, pruned_loss=0.0679, over 2467885.82 frames. utt_duration=1214 frames, utt_pad_proportion=0.06932, over 8138.88 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2892, pruned_loss=0.05505, over 2479375.40 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06719, over 25002.80 utterances.], batch size: 85, lr: 3.13e-04
2022-08-28 11:40:53,145 INFO [train.py:927] (4/8) Epoch 12, batch 18600, giga_loss[loss=0.1835, simple_loss=0.2822, pruned_loss=0.0424, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03035, over 70.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2921, pruned_loss=0.05685, over 2478251.06 frames. utt_duration=430 frames, utt_pad_proportion=0.0663, over 23119.93 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.295, pruned_loss=0.0678, over 2467456.62 frames. utt_duration=1220 frames, utt_pad_proportion=0.06758, over 8102.66 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2913, pruned_loss=0.05553, over 2479641.87 frames. utt_duration=398.9 frames, utt_pad_proportion=0.066, over 24936.91 utterances.], batch size: 70, lr: 3.13e-04
2022-08-28 11:43:04,821 INFO [train.py:927] (4/8) Epoch 12, batch 18650, libri_loss[loss=0.2085, simple_loss=0.2828, pruned_loss=0.06705, over 12344.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006012, over 33.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.0559, over 2478785.48 frames. utt_duration=423 frames, utt_pad_proportion=0.06874, over 23504.03 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.295, pruned_loss=0.06799, over 2467699.08 frames. utt_duration=1224 frames, utt_pad_proportion=0.06658, over 8074.78 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05449, over 2479869.81 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06865, over 25244.98 utterances.], batch size: 33, lr: 3.13e-04
2022-08-28 11:45:04,854 INFO [train.py:927] (4/8) Epoch 12, batch 18700, giga_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05671, over 12416.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03339, over 122.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2848, pruned_loss=0.05425, over 2478767.20 frames. utt_duration=445.2 frames, utt_pad_proportion=0.06356, over 22329.56 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2946, pruned_loss=0.06783, over 2468024.80 frames. utt_duration=1230 frames, utt_pad_proportion=0.06518, over 8035.10 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2844, pruned_loss=0.05288, over 2479628.20 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06425, over 24165.04 utterances.], batch size: 122, lr: 3.13e-04
2022-08-28 11:46:53,714 INFO [train.py:927] (4/8) Epoch 12, batch 18750, giga_loss[loss=0.2032, simple_loss=0.2933, pruned_loss=0.05657, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04485, over 34.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2859, pruned_loss=0.0547, over 2478888.89 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06647, over 22880.44 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06786, over 2468659.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06443, over 8037.18 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2851, pruned_loss=0.05321, over 2479289.06 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06711, over 24760.67 utterances.], batch size: 34, lr: 3.13e-04
2022-08-28 11:48:52,194 INFO [train.py:927] (4/8) Epoch 12, batch 18800, giga_loss[loss=0.1828, simple_loss=0.2767, pruned_loss=0.04449, over 12309.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03058, over 70.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2846, pruned_loss=0.05351, over 2478319.91 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06642, over 23204.03 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06782, over 2468490.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.06323, over 8021.37 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2838, pruned_loss=0.05205, over 2479012.60 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06727, over 25044.86 utterances.], batch size: 70, lr: 3.13e-04
2022-08-28 11:51:04,178 INFO [train.py:927] (4/8) Epoch 12, batch 18850, giga_loss[loss=0.1824, simple_loss=0.2712, pruned_loss=0.04681, over 12396.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03504, over 37.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2828, pruned_loss=0.05346, over 2478140.56 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07119, over 23823.94 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06791, over 2468619.03 frames. utt_duration=1223 frames, utt_pad_proportion=0.06666, over 8084.09 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.282, pruned_loss=0.05184, over 2478831.97 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07074, over 25674.79 utterances.], batch size: 37, lr: 3.13e-04
2022-08-28 11:53:11,564 INFO [train.py:927] (4/8) Epoch 12, batch 18900, giga_loss[loss=0.2045, simple_loss=0.2871, pruned_loss=0.06098, over 12346.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02969, over 85.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2838, pruned_loss=0.05423, over 2477948.17 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06937, over 24762.69 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2947, pruned_loss=0.06774, over 2468746.84 frames. utt_duration=1221 frames, utt_pad_proportion=0.0662, over 8094.68 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2828, pruned_loss=0.05276, over 2478580.74 frames. utt_duration=374 frames, utt_pad_proportion=0.06932, over 26595.10 utterances.], batch size: 85, lr: 3.13e-04
2022-08-28 11:55:08,292 INFO [train.py:927] (4/8) Epoch 12, batch 18950, giga_loss[loss=0.1768, simple_loss=0.268, pruned_loss=0.0428, over 12390.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05502, over 181.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2827, pruned_loss=0.05353, over 2477774.32 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06692, over 24572.88 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2942, pruned_loss=0.06753, over 2468711.42 frames. utt_duration=1227 frames, utt_pad_proportion=0.06555, over 8056.02 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2822, pruned_loss=0.05232, over 2478471.37 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0672, over 26351.80 utterances.], batch size: 181, lr: 3.13e-04
2022-08-28 11:57:08,202 INFO [train.py:927] (4/8) Epoch 12, batch 19000, giga_loss[loss=0.2009, simple_loss=0.2859, pruned_loss=0.058, over 12434.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03586, over 43.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2848, pruned_loss=0.05341, over 2477447.58 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06813, over 24696.86 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2943, pruned_loss=0.06762, over 2468582.57 frames. utt_duration=1229 frames, utt_pad_proportion=0.06493, over 8043.17 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.0522, over 2478225.35 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06847, over 26325.33 utterances.], batch size: 43, lr: 3.13e-04
2022-08-28 11:59:05,658 INFO [train.py:927] (4/8) Epoch 12, batch 19050, libri_loss[loss=0.1776, simple_loss=0.2504, pruned_loss=0.0524, over 12207.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.05048, over 27.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2857, pruned_loss=0.05338, over 2476841.31 frames. utt_duration=416.6 frames, utt_pad_proportion=0.0647, over 23851.92 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2942, pruned_loss=0.06757, over 2468410.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.06414, over 8011.50 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2851, pruned_loss=0.05219, over 2477809.92 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06539, over 25479.61 utterances.], batch size: 27, lr: 3.13e-04
2022-08-28 12:01:06,592 INFO [train.py:927] (4/8) Epoch 12, batch 19100, giga_loss[loss=0.1932, simple_loss=0.2865, pruned_loss=0.0499, over 12414.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03756, over 113.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2847, pruned_loss=0.05268, over 2477226.08 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06356, over 23575.72 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2947, pruned_loss=0.06791, over 2468307.39 frames. utt_duration=1222 frames, utt_pad_proportion=0.06731, over 8091.23 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05118, over 2478226.40 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06323, over 25066.97 utterances.], batch size: 113, lr: 3.13e-04
2022-08-28 12:03:06,670 INFO [train.py:927] (4/8) Epoch 12, batch 19150, giga_loss[loss=0.1633, simple_loss=0.2554, pruned_loss=0.03562, over 12355.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03056, over 58.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2836, pruned_loss=0.05232, over 2476899.62 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06043, over 22973.61 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2942, pruned_loss=0.06756, over 2468261.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06562, over 8040.78 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.05097, over 2478049.07 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06082, over 24722.52 utterances.], batch size: 58, lr: 3.13e-04
2022-08-28 12:05:16,912 INFO [train.py:927] (4/8) Epoch 12, batch 19200, giga_loss[loss=0.1972, simple_loss=0.2905, pruned_loss=0.05196, over 12379.00 frames. utt_duration=376.4 frames, utt_pad_proportion=0.03485, over 132.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.0533, over 2476816.50 frames. utt_duration=433.9 frames, utt_pad_proportion=0.05783, over 22898.98 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.06762, over 2468128.80 frames. utt_duration=1230 frames, utt_pad_proportion=0.06493, over 8037.24 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2853, pruned_loss=0.05197, over 2477937.03 frames. utt_duration=406 frames, utt_pad_proportion=0.05847, over 24487.71 utterances.], batch size: 132, lr: 3.13e-04
2022-08-28 12:07:12,735 INFO [train.py:927] (4/8) Epoch 12, batch 19250, giga_loss[loss=0.218, simple_loss=0.3016, pruned_loss=0.06715, over 12423.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02998, over 122.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2878, pruned_loss=0.05476, over 2477043.04 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06242, over 24095.90 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2946, pruned_loss=0.06774, over 2468296.02 frames. utt_duration=1217 frames, utt_pad_proportion=0.06819, over 8121.90 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2866, pruned_loss=0.05309, over 2478115.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06173, over 25868.76 utterances.], batch size: 122, lr: 3.13e-04
2022-08-28 12:09:12,568 INFO [train.py:927] (4/8) Epoch 12, batch 19300, giga_loss[loss=0.1921, simple_loss=0.2902, pruned_loss=0.04702, over 12401.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2902, pruned_loss=0.05595, over 2476746.05 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06461, over 24465.68 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2945, pruned_loss=0.06786, over 2468087.92 frames. utt_duration=1218 frames, utt_pad_proportion=0.06775, over 8112.13 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2892, pruned_loss=0.05418, over 2478049.12 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06401, over 26352.05 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 12:11:32,631 INFO [train.py:927] (4/8) Epoch 12, batch 19350, giga_loss[loss=0.1984, simple_loss=0.286, pruned_loss=0.05539, over 12372.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2891, pruned_loss=0.05543, over 2477052.24 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06615, over 24960.23 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2947, pruned_loss=0.068, over 2467973.11 frames. utt_duration=1207 frames, utt_pad_proportion=0.07197, over 8186.05 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2881, pruned_loss=0.05379, over 2478265.64 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06434, over 26528.03 utterances.], batch size: 97, lr: 3.13e-04
2022-08-28 12:13:29,622 INFO [train.py:927] (4/8) Epoch 12, batch 19400, libri_loss[loss=0.1918, simple_loss=0.2771, pruned_loss=0.05329, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006585, over 32.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2879, pruned_loss=0.05482, over 2476835.27 frames. utt_duration=417.5 frames, utt_pad_proportion=0.0618, over 23798.82 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06786, over 2468096.26 frames. utt_duration=1211 frames, utt_pad_proportion=0.07061, over 8161.69 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05328, over 2477946.30 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06088, over 25516.22 utterances.], batch size: 32, lr: 3.13e-04
2022-08-28 12:15:36,303 INFO [train.py:927] (4/8) Epoch 12, batch 19450, giga_loss[loss=0.1772, simple_loss=0.2506, pruned_loss=0.05191, over 12382.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1723, over 355.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2861, pruned_loss=0.05432, over 2477470.47 frames. utt_duration=425.7 frames, utt_pad_proportion=0.0611, over 23344.27 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2945, pruned_loss=0.06758, over 2468558.21 frames. utt_duration=1212 frames, utt_pad_proportion=0.06974, over 8159.19 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.05292, over 2478220.99 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06053, over 25202.82 utterances.], batch size: 355, lr: 3.13e-04
2022-08-28 12:17:41,222 INFO [train.py:927] (4/8) Epoch 12, batch 19500, giga_loss[loss=0.199, simple_loss=0.2912, pruned_loss=0.05338, over 12340.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03037, over 85.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2858, pruned_loss=0.05363, over 2477779.20 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06277, over 24117.52 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2945, pruned_loss=0.06749, over 2468442.05 frames. utt_duration=1214 frames, utt_pad_proportion=0.06891, over 8145.84 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05244, over 2478597.72 frames. utt_duration=385.6 frames, utt_pad_proportion=0.0624, over 25788.91 utterances.], batch size: 85, lr: 3.13e-04
2022-08-28 12:19:30,408 INFO [train.py:927] (4/8) Epoch 12, batch 19550, giga_loss[loss=0.2126, simple_loss=0.309, pruned_loss=0.05807, over 12430.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06839, over 212.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.288, pruned_loss=0.05341, over 2477911.30 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06117, over 23923.77 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2946, pruned_loss=0.06748, over 2468141.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.06761, over 8119.55 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2872, pruned_loss=0.05216, over 2479028.06 frames. utt_duration=388.2 frames, utt_pad_proportion=0.0613, over 25623.51 utterances.], batch size: 212, lr: 3.13e-04
2022-08-28 12:21:38,160 INFO [train.py:927] (4/8) Epoch 12, batch 19600, giga_loss[loss=0.2068, simple_loss=0.2937, pruned_loss=0.05991, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0252, over 48.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2886, pruned_loss=0.05375, over 2477581.12 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06003, over 23376.56 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2945, pruned_loss=0.06743, over 2467971.82 frames. utt_duration=1222 frames, utt_pad_proportion=0.06622, over 8089.35 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2878, pruned_loss=0.0524, over 2478922.48 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06058, over 25205.01 utterances.], batch size: 48, lr: 3.13e-04
2022-08-28 12:23:48,600 INFO [train.py:927] (4/8) Epoch 12, batch 19650, giga_loss[loss=0.2065, simple_loss=0.2992, pruned_loss=0.05684, over 12442.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03826, over 37.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05346, over 2477923.33 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06292, over 23736.15 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2946, pruned_loss=0.06766, over 2468154.87 frames. utt_duration=1227 frames, utt_pad_proportion=0.06473, over 8053.12 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2872, pruned_loss=0.05186, over 2479085.23 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06353, over 25620.57 utterances.], batch size: 37, lr: 3.13e-04
2022-08-28 12:25:53,394 INFO [train.py:927] (4/8) Epoch 12, batch 19700, giga_loss[loss=0.2205, simple_loss=0.3171, pruned_loss=0.06194, over 12389.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04695, over 161.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2888, pruned_loss=0.05396, over 2477336.75 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06269, over 23571.18 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.294, pruned_loss=0.06732, over 2467838.83 frames. utt_duration=1233 frames, utt_pad_proportion=0.06314, over 8017.08 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2884, pruned_loss=0.05232, over 2478994.52 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06362, over 25864.04 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 12:28:13,883 INFO [train.py:927] (4/8) Epoch 12, batch 19750, giga_loss[loss=0.1926, simple_loss=0.2823, pruned_loss=0.05145, over 12448.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2909, pruned_loss=0.05426, over 2478131.75 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06228, over 23367.76 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.06754, over 2467945.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.06742, over 8097.99 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2903, pruned_loss=0.05275, over 2479380.61 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06192, over 25158.37 utterances.], batch size: 80, lr: 3.13e-04
2022-08-28 12:30:35,877 INFO [train.py:927] (4/8) Epoch 12, batch 19800, libri_loss[loss=0.2485, simple_loss=0.3248, pruned_loss=0.08614, over 12424.00 frames. utt_duration=765.9 frames, utt_pad_proportion=0.1297, over 65.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2899, pruned_loss=0.05394, over 2478641.04 frames. utt_duration=437.5 frames, utt_pad_proportion=0.05926, over 22720.73 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2948, pruned_loss=0.06761, over 2467979.76 frames. utt_duration=1220 frames, utt_pad_proportion=0.06717, over 8103.26 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2888, pruned_loss=0.05242, over 2479765.96 frames. utt_duration=407.7 frames, utt_pad_proportion=0.05916, over 24399.46 utterances.], batch size: 65, lr: 3.13e-04
2022-08-28 12:32:36,432 INFO [train.py:927] (4/8) Epoch 12, batch 19850, giga_loss[loss=0.2154, simple_loss=0.3027, pruned_loss=0.06409, over 12407.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09951, over 257.00 utterances.], tot_loss[loss=0.199, simple_loss=0.29, pruned_loss=0.05396, over 2478823.14 frames. utt_duration=426 frames, utt_pad_proportion=0.06197, over 23340.16 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2955, pruned_loss=0.06815, over 2468193.33 frames. utt_duration=1197 frames, utt_pad_proportion=0.07378, over 8256.21 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2885, pruned_loss=0.05194, over 2479766.93 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0596, over 24874.18 utterances.], batch size: 257, lr: 3.13e-04
2022-08-28 12:34:31,329 INFO [train.py:927] (4/8) Epoch 12, batch 19900, giga_loss[loss=0.2097, simple_loss=0.3068, pruned_loss=0.05636, over 12453.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2913, pruned_loss=0.05491, over 2478310.02 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06004, over 23017.53 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06781, over 2468135.52 frames. utt_duration=1208 frames, utt_pad_proportion=0.07141, over 8180.08 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2906, pruned_loss=0.05303, over 2479567.20 frames. utt_duration=398.4 frames, utt_pad_proportion=0.05884, over 24968.87 utterances.], batch size: 162, lr: 3.12e-04
2022-08-28 12:36:21,869 INFO [train.py:927] (4/8) Epoch 12, batch 19950, giga_loss[loss=0.195, simple_loss=0.2924, pruned_loss=0.04881, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05744, over 182.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.289, pruned_loss=0.05402, over 2477648.30 frames. utt_duration=449.1 frames, utt_pad_proportion=0.05854, over 22123.86 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2945, pruned_loss=0.06755, over 2467790.67 frames. utt_duration=1211 frames, utt_pad_proportion=0.0707, over 8158.72 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2885, pruned_loss=0.05237, over 2479249.94 frames. utt_duration=412.7 frames, utt_pad_proportion=0.05776, over 24099.13 utterances.], batch size: 182, lr: 3.12e-04
2022-08-28 12:38:19,217 INFO [train.py:927] (4/8) Epoch 12, batch 20000, giga_loss[loss=0.2171, simple_loss=0.3042, pruned_loss=0.065, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07569, over 212.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2884, pruned_loss=0.05405, over 2477785.60 frames. utt_duration=436.2 frames, utt_pad_proportion=0.06067, over 22782.20 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.294, pruned_loss=0.06727, over 2468089.59 frames. utt_duration=1219 frames, utt_pad_proportion=0.0692, over 8108.46 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2883, pruned_loss=0.05262, over 2479075.45 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06027, over 24797.28 utterances.], batch size: 212, lr: 3.12e-04
2022-08-28 12:40:05,396 INFO [train.py:927] (4/8) Epoch 12, batch 20050, giga_loss[loss=0.2491, simple_loss=0.3455, pruned_loss=0.07637, over 12311.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2956, pruned_loss=0.05791, over 2476740.18 frames. utt_duration=441.9 frames, utt_pad_proportion=0.06252, over 22481.30 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2944, pruned_loss=0.06747, over 2468227.02 frames. utt_duration=1220 frames, utt_pad_proportion=0.06839, over 8103.83 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2951, pruned_loss=0.05645, over 2477751.33 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06232, over 24286.31 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 12:41:50,660 INFO [train.py:927] (4/8) Epoch 12, batch 20100, giga_loss[loss=0.1564, simple_loss=0.2395, pruned_loss=0.03667, over 12151.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04184, over 33.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2953, pruned_loss=0.0583, over 2475498.08 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06227, over 21003.22 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2947, pruned_loss=0.06755, over 2468454.48 frames. utt_duration=1211 frames, utt_pad_proportion=0.07071, over 8164.28 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2947, pruned_loss=0.05678, over 2476366.21 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06139, over 22842.99 utterances.], batch size: 33, lr: 3.12e-04
2022-08-28 12:43:34,115 INFO [train.py:927] (4/8) Epoch 12, batch 20150, libri_loss[loss=0.2032, simple_loss=0.2657, pruned_loss=0.07031, over 12236.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.00814, over 29.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2901, pruned_loss=0.05743, over 2475640.27 frames. utt_duration=476 frames, utt_pad_proportion=0.06031, over 20864.23 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2947, pruned_loss=0.06771, over 2468737.30 frames. utt_duration=1214 frames, utt_pad_proportion=0.06912, over 8143.54 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05579, over 2476276.89 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06019, over 22712.63 utterances.], batch size: 29, lr: 3.12e-04
2022-08-28 12:45:18,290 INFO [train.py:927] (4/8) Epoch 12, batch 20200, giga_loss[loss=0.1872, simple_loss=0.2594, pruned_loss=0.05749, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2827, pruned_loss=0.05511, over 2475293.91 frames. utt_duration=481 frames, utt_pad_proportion=0.06062, over 20642.15 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2945, pruned_loss=0.06764, over 2468748.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.0681, over 8114.88 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2824, pruned_loss=0.05365, over 2475930.76 frames. utt_duration=444.3 frames, utt_pad_proportion=0.06079, over 22357.46 utterances.], batch size: 212, lr: 3.12e-04
2022-08-28 12:46:58,799 INFO [train.py:927] (4/8) Epoch 12, batch 20250, libri_loss[loss=0.1963, simple_loss=0.2685, pruned_loss=0.06209, over 12414.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006994, over 30.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2763, pruned_loss=0.05285, over 2474555.70 frames. utt_duration=506 frames, utt_pad_proportion=0.05716, over 19614.25 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2937, pruned_loss=0.06724, over 2468327.53 frames. utt_duration=1227 frames, utt_pad_proportion=0.06615, over 8056.30 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2762, pruned_loss=0.05155, over 2475675.02 frames. utt_duration=462.1 frames, utt_pad_proportion=0.05814, over 21495.33 utterances.], batch size: 30, lr: 3.12e-04
2022-08-28 12:48:43,665 INFO [train.py:927] (4/8) Epoch 12, batch 20300, giga_loss[loss=0.1598, simple_loss=0.2388, pruned_loss=0.04036, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.0408, over 34.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.273, pruned_loss=0.05228, over 2474236.40 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06093, over 19577.59 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2942, pruned_loss=0.06758, over 2468619.84 frames. utt_duration=1214 frames, utt_pad_proportion=0.06984, over 8141.46 utterances.], giga_tot_loss[loss=0.1864, simple_loss=0.2719, pruned_loss=0.05046, over 2475078.42 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06002, over 21376.34 utterances.], batch size: 34, lr: 3.12e-04
2022-08-28 12:50:26,840 INFO [train.py:927] (4/8) Epoch 12, batch 20350, giga_loss[loss=0.1686, simple_loss=0.2573, pruned_loss=0.03998, over 12381.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02734, over 66.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.269, pruned_loss=0.05076, over 2474408.92 frames. utt_duration=517.8 frames, utt_pad_proportion=0.05721, over 19168.55 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2945, pruned_loss=0.06764, over 2468676.22 frames. utt_duration=1211 frames, utt_pad_proportion=0.06994, over 8166.23 utterances.], giga_tot_loss[loss=0.1827, simple_loss=0.2674, pruned_loss=0.04895, over 2475138.90 frames. utt_duration=477.8 frames, utt_pad_proportion=0.05663, over 20782.56 utterances.], batch size: 66, lr: 3.12e-04
2022-08-28 12:52:10,780 INFO [train.py:927] (4/8) Epoch 12, batch 20400, giga_loss[loss=0.1816, simple_loss=0.2577, pruned_loss=0.05275, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02725, over 43.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.2656, pruned_loss=0.04971, over 2473905.52 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06084, over 18795.75 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.295, pruned_loss=0.06777, over 2468684.30 frames. utt_duration=1216 frames, utt_pad_proportion=0.06843, over 8127.78 utterances.], giga_tot_loss[loss=0.1793, simple_loss=0.2632, pruned_loss=0.04768, over 2474637.48 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06051, over 20410.94 utterances.], batch size: 43, lr: 3.12e-04
2022-08-28 12:53:53,797 INFO [train.py:927] (4/8) Epoch 12, batch 20450, giga_loss[loss=0.1423, simple_loss=0.2307, pruned_loss=0.02701, over 12367.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03081, over 97.00 utterances.], tot_loss[loss=0.1776, simple_loss=0.2601, pruned_loss=0.04759, over 2473031.55 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06268, over 18869.98 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2948, pruned_loss=0.06767, over 2468385.23 frames. utt_duration=1219 frames, utt_pad_proportion=0.06796, over 8108.55 utterances.], giga_tot_loss[loss=0.175, simple_loss=0.2581, pruned_loss=0.04592, over 2473906.69 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06244, over 20248.86 utterances.], batch size: 97, lr: 3.12e-04
2022-08-28 12:55:38,941 INFO [train.py:927] (4/8) Epoch 12, batch 20500, giga_loss[loss=0.2294, simple_loss=0.3055, pruned_loss=0.07662, over 12396.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06338, over 183.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2613, pruned_loss=0.04873, over 2474236.70 frames. utt_duration=509 frames, utt_pad_proportion=0.06438, over 19498.40 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2949, pruned_loss=0.06789, over 2468486.72 frames. utt_duration=1206 frames, utt_pad_proportion=0.07199, over 8199.60 utterances.], giga_tot_loss[loss=0.1761, simple_loss=0.2587, pruned_loss=0.04675, over 2474937.13 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0626, over 20750.83 utterances.], batch size: 183, lr: 3.12e-04
2022-08-28 12:57:24,060 INFO [train.py:927] (4/8) Epoch 12, batch 20550, giga_loss[loss=0.2245, simple_loss=0.3159, pruned_loss=0.06654, over 12365.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2716, pruned_loss=0.05333, over 2473729.21 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06893, over 19176.74 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2956, pruned_loss=0.06822, over 2468299.99 frames. utt_duration=1183 frames, utt_pad_proportion=0.07909, over 8358.17 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2682, pruned_loss=0.05097, over 2474589.88 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06431, over 20332.67 utterances.], batch size: 70, lr: 3.12e-04
2022-08-28 12:59:06,415 INFO [train.py:927] (4/8) Epoch 12, batch 20600, giga_loss[loss=0.2208, simple_loss=0.3015, pruned_loss=0.07002, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03226, over 39.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2792, pruned_loss=0.05632, over 2473498.79 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06827, over 18520.37 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2956, pruned_loss=0.0682, over 2468312.23 frames. utt_duration=1175 frames, utt_pad_proportion=0.08184, over 8413.54 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2759, pruned_loss=0.0541, over 2474313.04 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06334, over 19683.94 utterances.], batch size: 39, lr: 3.12e-04
2022-08-28 13:00:51,546 INFO [train.py:927] (4/8) Epoch 12, batch 20650, giga_loss[loss=0.1921, simple_loss=0.2845, pruned_loss=0.04988, over 12339.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03456, over 62.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.283, pruned_loss=0.05692, over 2473431.51 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06782, over 18461.98 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2953, pruned_loss=0.06809, over 2468169.86 frames. utt_duration=1178 frames, utt_pad_proportion=0.08033, over 8390.37 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2802, pruned_loss=0.05492, over 2474339.92 frames. utt_duration=503.8 frames, utt_pad_proportion=0.0644, over 19701.23 utterances.], batch size: 62, lr: 3.12e-04
2022-08-28 13:02:36,614 INFO [train.py:927] (4/8) Epoch 12, batch 20700, giga_loss[loss=0.2885, simple_loss=0.3555, pruned_loss=0.1108, over 12362.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2868, pruned_loss=0.05871, over 2473281.08 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06685, over 18792.04 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2954, pruned_loss=0.06806, over 2468237.34 frames. utt_duration=1182 frames, utt_pad_proportion=0.07911, over 8366.69 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2844, pruned_loss=0.05699, over 2474030.81 frames. utt_duration=497 frames, utt_pad_proportion=0.06458, over 19972.55 utterances.], batch size: 258, lr: 3.12e-04
2022-08-28 13:04:21,099 INFO [train.py:927] (4/8) Epoch 12, batch 20750, libri_loss[loss=0.1898, simple_loss=0.2686, pruned_loss=0.05553, over 12268.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007277, over 32.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2902, pruned_loss=0.06039, over 2472710.29 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06388, over 18091.93 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2951, pruned_loss=0.06803, over 2468047.75 frames. utt_duration=1187 frames, utt_pad_proportion=0.07746, over 8325.04 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2883, pruned_loss=0.05881, over 2473645.05 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06272, over 19366.05 utterances.], batch size: 32, lr: 3.12e-04
2022-08-28 13:06:02,874 INFO [train.py:927] (4/8) Epoch 12, batch 20800, giga_loss[loss=0.2205, simple_loss=0.3103, pruned_loss=0.06531, over 12399.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.03903, over 123.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2952, pruned_loss=0.06262, over 2472753.50 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06777, over 18665.78 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2953, pruned_loss=0.0681, over 2467982.55 frames. utt_duration=1190 frames, utt_pad_proportion=0.07656, over 8308.22 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2936, pruned_loss=0.06122, over 2473636.54 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06696, over 19826.99 utterances.], batch size: 123, lr: 3.12e-04
2022-08-28 13:07:47,492 INFO [train.py:927] (4/8) Epoch 12, batch 20850, giga_loss[loss=0.2006, simple_loss=0.2994, pruned_loss=0.0509, over 12378.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.02771, over 51.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2966, pruned_loss=0.06217, over 2472535.25 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06679, over 18085.53 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2949, pruned_loss=0.06782, over 2467763.67 frames. utt_duration=1195 frames, utt_pad_proportion=0.0755, over 8271.25 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2957, pruned_loss=0.06123, over 2473548.58 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06655, over 19232.46 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 13:09:31,475 INFO [train.py:927] (4/8) Epoch 12, batch 20900, giga_loss[loss=0.2076, simple_loss=0.2997, pruned_loss=0.05779, over 12355.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03249, over 51.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2975, pruned_loss=0.06287, over 2472298.39 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06802, over 18480.35 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2951, pruned_loss=0.06803, over 2467747.25 frames. utt_duration=1187 frames, utt_pad_proportion=0.0784, over 8329.14 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2967, pruned_loss=0.06181, over 2473242.26 frames. utt_duration=506.6 frames, utt_pad_proportion=0.0666, over 19585.79 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 13:11:14,973 INFO [train.py:927] (4/8) Epoch 12, batch 20950, giga_loss[loss=0.2341, simple_loss=0.3089, pruned_loss=0.07968, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03045, over 48.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2989, pruned_loss=0.06422, over 2472042.48 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06351, over 17561.11 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06784, over 2467583.24 frames. utt_duration=1188 frames, utt_pad_proportion=0.07804, over 8321.84 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2986, pruned_loss=0.06346, over 2473021.84 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06258, over 18620.84 utterances.], batch size: 48, lr: 3.12e-04
2022-08-28 13:13:01,596 INFO [train.py:927] (4/8) Epoch 12, batch 21000, giga_loss[loss=0.2207, simple_loss=0.2932, pruned_loss=0.07414, over 12382.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04352, over 37.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2995, pruned_loss=0.06567, over 2471252.31 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06255, over 17151.08 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06783, over 2467624.59 frames. utt_duration=1180 frames, utt_pad_proportion=0.08112, over 8373.70 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2993, pruned_loss=0.06501, over 2472057.78 frames. utt_duration=547.8 frames, utt_pad_proportion=0.0603, over 18101.56 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 13:13:01,597 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 13:13:15,788 INFO [train.py:967] (4/8) 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 13:14:56,499 INFO [train.py:927] (4/8) Epoch 12, batch 21050, giga_loss[loss=0.2551, simple_loss=0.3246, pruned_loss=0.09277, over 12411.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07695, over 213.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.299, pruned_loss=0.06584, over 2471802.84 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06234, over 17389.71 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2949, pruned_loss=0.06777, over 2467545.81 frames. utt_duration=1187 frames, utt_pad_proportion=0.0792, over 8325.19 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2988, pruned_loss=0.06529, over 2472651.44 frames. utt_duration=536 frames, utt_pad_proportion=0.06119, over 18502.81 utterances.], batch size: 213, lr: 3.12e-04
2022-08-28 13:16:38,276 INFO [train.py:927] (4/8) Epoch 12, batch 21100, giga_loss[loss=0.2025, simple_loss=0.2869, pruned_loss=0.05909, over 12386.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04687, over 34.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2986, pruned_loss=0.06559, over 2472501.99 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06389, over 17181.35 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06773, over 2467645.40 frames. utt_duration=1190 frames, utt_pad_proportion=0.07784, over 8307.52 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2986, pruned_loss=0.06512, over 2473232.65 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06322, over 18376.61 utterances.], batch size: 34, lr: 3.12e-04
2022-08-28 13:18:20,957 INFO [train.py:927] (4/8) Epoch 12, batch 21150, giga_loss[loss=0.2067, simple_loss=0.2701, pruned_loss=0.07164, over 12387.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2953, pruned_loss=0.06418, over 2472524.26 frames. utt_duration=534.5 frames, utt_pad_proportion=0.07268, over 18555.90 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2949, pruned_loss=0.06781, over 2467550.55 frames. utt_duration=1177 frames, utt_pad_proportion=0.08124, over 8399.51 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2953, pruned_loss=0.06366, over 2473300.73 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07017, over 19646.73 utterances.], batch size: 260, lr: 3.12e-04
2022-08-28 13:20:07,425 INFO [train.py:927] (4/8) Epoch 12, batch 21200, giga_loss[loss=0.1887, simple_loss=0.2748, pruned_loss=0.05132, over 12381.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2907, pruned_loss=0.06248, over 2473301.36 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06856, over 18761.11 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.295, pruned_loss=0.0678, over 2467761.69 frames. utt_duration=1177 frames, utt_pad_proportion=0.08021, over 8397.42 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2907, pruned_loss=0.06201, over 2473836.90 frames. utt_duration=501.1 frames, utt_pad_proportion=0.0671, over 19806.25 utterances.], batch size: 122, lr: 3.12e-04
2022-08-28 13:21:47,937 INFO [train.py:927] (4/8) Epoch 12, batch 21250, giga_loss[loss=0.1881, simple_loss=0.2765, pruned_loss=0.04984, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2901, pruned_loss=0.06243, over 2473355.40 frames. utt_duration=506 frames, utt_pad_proportion=0.07171, over 19611.41 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2948, pruned_loss=0.06773, over 2467252.59 frames. utt_duration=1182 frames, utt_pad_proportion=0.07911, over 8356.73 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.29, pruned_loss=0.062, over 2474372.59 frames. utt_duration=480 frames, utt_pad_proportion=0.07084, over 20685.11 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 13:23:35,965 INFO [train.py:927] (4/8) Epoch 12, batch 21300, libri_loss[loss=0.2009, simple_loss=0.2861, pruned_loss=0.05783, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005979, over 32.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2887, pruned_loss=0.06186, over 2473246.67 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06595, over 18531.41 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2947, pruned_loss=0.06761, over 2467425.21 frames. utt_duration=1190 frames, utt_pad_proportion=0.07677, over 8301.51 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2886, pruned_loss=0.06141, over 2474182.07 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06628, over 19887.31 utterances.], batch size: 32, lr: 3.12e-04
2022-08-28 13:25:16,966 INFO [train.py:927] (4/8) Epoch 12, batch 21350, giga_loss[loss=0.2066, simple_loss=0.2899, pruned_loss=0.06166, over 12376.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06014, over 182.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06099, over 2473154.98 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0633, over 18173.45 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2948, pruned_loss=0.06768, over 2467594.22 frames. utt_duration=1194 frames, utt_pad_proportion=0.07528, over 8277.25 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06045, over 2473863.51 frames. utt_duration=509 frames, utt_pad_proportion=0.06419, over 19496.93 utterances.], batch size: 182, lr: 3.12e-04
2022-08-28 13:26:57,905 INFO [train.py:927] (4/8) Epoch 12, batch 21400, giga_loss[loss=0.2108, simple_loss=0.2876, pruned_loss=0.067, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2837, pruned_loss=0.05988, over 2474037.53 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05986, over 17764.26 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2942, pruned_loss=0.06725, over 2467674.77 frames. utt_duration=1195 frames, utt_pad_proportion=0.07409, over 8267.92 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2836, pruned_loss=0.05957, over 2474737.30 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06107, over 19183.66 utterances.], batch size: 105, lr: 3.12e-04
2022-08-28 13:28:39,415 INFO [train.py:927] (4/8) Epoch 12, batch 21450, giga_loss[loss=0.204, simple_loss=0.2837, pruned_loss=0.06212, over 12325.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.02899, over 66.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2809, pruned_loss=0.05885, over 2473878.35 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05719, over 16927.37 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06742, over 2467659.47 frames. utt_duration=1190 frames, utt_pad_proportion=0.07592, over 8307.58 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2804, pruned_loss=0.05819, over 2474662.90 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05746, over 18320.05 utterances.], batch size: 66, lr: 3.12e-04
2022-08-28 13:30:20,062 INFO [train.py:927] (4/8) Epoch 12, batch 21500, giga_loss[loss=0.1778, simple_loss=0.2603, pruned_loss=0.04762, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03151, over 39.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.278, pruned_loss=0.05751, over 2474182.51 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05325, over 16497.28 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2937, pruned_loss=0.06717, over 2467744.62 frames. utt_duration=1196 frames, utt_pad_proportion=0.07458, over 8262.26 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2779, pruned_loss=0.057, over 2474883.95 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05413, over 17841.48 utterances.], batch size: 39, lr: 3.12e-04
2022-08-28 13:32:01,448 INFO [train.py:927] (4/8) Epoch 12, batch 21550, libri_loss[loss=0.1777, simple_loss=0.2478, pruned_loss=0.0538, over 12471.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008735, over 29.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2765, pruned_loss=0.05685, over 2474945.65 frames. utt_duration=609.3 frames, utt_pad_proportion=0.0519, over 16288.85 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.06704, over 2468305.81 frames. utt_duration=1200 frames, utt_pad_proportion=0.07356, over 8240.79 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2763, pruned_loss=0.05635, over 2475145.51 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05292, over 17563.83 utterances.], batch size: 29, lr: 3.12e-04
2022-08-28 13:33:45,372 INFO [train.py:927] (4/8) Epoch 12, batch 21600, giga_loss[loss=0.2313, simple_loss=0.3147, pruned_loss=0.07394, over 12458.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03345, over 86.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2803, pruned_loss=0.05929, over 2474666.79 frames. utt_duration=593 frames, utt_pad_proportion=0.0587, over 16735.71 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2941, pruned_loss=0.06749, over 2468377.46 frames. utt_duration=1190 frames, utt_pad_proportion=0.0765, over 8310.30 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2791, pruned_loss=0.05826, over 2474928.15 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05752, over 17874.14 utterances.], batch size: 86, lr: 3.12e-04
2022-08-28 13:35:27,544 INFO [train.py:927] (4/8) Epoch 12, batch 21650, giga_loss[loss=0.1917, simple_loss=0.2759, pruned_loss=0.05376, over 12440.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03405, over 37.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2864, pruned_loss=0.06295, over 2475458.90 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05796, over 17133.85 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.294, pruned_loss=0.06752, over 2468569.96 frames. utt_duration=1192 frames, utt_pad_proportion=0.07594, over 8294.23 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2856, pruned_loss=0.06206, over 2475542.96 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05727, over 18133.27 utterances.], batch size: 37, lr: 3.12e-04
2022-08-28 13:37:10,024 INFO [train.py:927] (4/8) Epoch 12, batch 21700, giga_loss[loss=0.2309, simple_loss=0.3001, pruned_loss=0.08085, over 12188.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03001, over 39.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06416, over 2474528.98 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06655, over 17934.61 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2937, pruned_loss=0.06738, over 2468561.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07511, over 8268.94 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2901, pruned_loss=0.06354, over 2474689.04 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06589, over 18870.26 utterances.], batch size: 39, lr: 3.12e-04
2022-08-28 13:38:49,222 INFO [train.py:927] (4/8) Epoch 12, batch 21750, giga_loss[loss=0.2088, simple_loss=0.3025, pruned_loss=0.05753, over 12367.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04577, over 26.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2967, pruned_loss=0.06652, over 2474277.59 frames. utt_duration=556.2 frames, utt_pad_proportion=0.066, over 17841.57 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2938, pruned_loss=0.06727, over 2468959.47 frames. utt_duration=1195 frames, utt_pad_proportion=0.07414, over 8274.45 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2962, pruned_loss=0.06606, over 2474224.73 frames. utt_duration=525 frames, utt_pad_proportion=0.06579, over 18903.85 utterances.], batch size: 26, lr: 3.12e-04
2022-08-28 13:40:30,837 INFO [train.py:927] (4/8) Epoch 12, batch 21800, giga_loss[loss=0.1983, simple_loss=0.2904, pruned_loss=0.05308, over 12313.00 frames. utt_duration=624.9 frames, utt_pad_proportion=0.02966, over 79.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2945, pruned_loss=0.06343, over 2474214.89 frames. utt_duration=563.8 frames, utt_pad_proportion=0.05994, over 17600.93 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2934, pruned_loss=0.06715, over 2468823.39 frames. utt_duration=1200 frames, utt_pad_proportion=0.07311, over 8239.23 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2944, pruned_loss=0.06314, over 2474391.57 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06042, over 18645.48 utterances.], batch size: 79, lr: 3.12e-04
2022-08-28 13:42:10,585 INFO [train.py:927] (4/8) Epoch 12, batch 21850, giga_loss[loss=0.2216, simple_loss=0.3075, pruned_loss=0.06788, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04073, over 113.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2942, pruned_loss=0.06236, over 2474216.87 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05892, over 17644.37 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2935, pruned_loss=0.06722, over 2468685.49 frames. utt_duration=1200 frames, utt_pad_proportion=0.07274, over 8241.20 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2941, pruned_loss=0.06199, over 2474573.44 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05937, over 18634.96 utterances.], batch size: 113, lr: 3.12e-04
2022-08-28 13:43:53,382 INFO [train.py:927] (4/8) Epoch 12, batch 21900, giga_loss[loss=0.2067, simple_loss=0.2929, pruned_loss=0.06025, over 12350.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02925, over 91.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2964, pruned_loss=0.06374, over 2473919.78 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06001, over 17705.66 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2936, pruned_loss=0.06734, over 2468260.22 frames. utt_duration=1204 frames, utt_pad_proportion=0.07178, over 8212.79 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2963, pruned_loss=0.0632, over 2474792.19 frames. utt_duration=527 frames, utt_pad_proportion=0.06057, over 18836.33 utterances.], batch size: 91, lr: 3.11e-04
2022-08-28 13:45:34,514 INFO [train.py:927] (4/8) Epoch 12, batch 21950, giga_loss[loss=0.2259, simple_loss=0.3117, pruned_loss=0.07001, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2979, pruned_loss=0.06478, over 2474440.04 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06011, over 18049.32 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2932, pruned_loss=0.06713, over 2468685.95 frames. utt_duration=1209 frames, utt_pad_proportion=0.07046, over 8178.71 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2983, pruned_loss=0.06446, over 2474884.37 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06092, over 19189.37 utterances.], batch size: 86, lr: 3.11e-04
2022-08-28 13:47:21,799 INFO [train.py:927] (4/8) Epoch 12, batch 22000, giga_loss[loss=0.2222, simple_loss=0.3063, pruned_loss=0.06904, over 12436.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04707, over 34.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2996, pruned_loss=0.06606, over 2474370.50 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06096, over 17922.49 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2934, pruned_loss=0.06718, over 2468740.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.06988, over 8172.93 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2997, pruned_loss=0.06576, over 2474729.00 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06177, over 18919.42 utterances.], batch size: 34, lr: 3.11e-04
2022-08-28 13:49:02,763 INFO [train.py:927] (4/8) Epoch 12, batch 22050, giga_loss[loss=0.214, simple_loss=0.2945, pruned_loss=0.06674, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03423, over 37.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3, pruned_loss=0.06606, over 2474777.07 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06256, over 17464.79 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2934, pruned_loss=0.06728, over 2468731.64 frames. utt_duration=1202 frames, utt_pad_proportion=0.07273, over 8224.84 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3004, pruned_loss=0.0657, over 2475198.27 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06192, over 18423.16 utterances.], batch size: 37, lr: 3.11e-04
2022-08-28 13:50:44,340 INFO [train.py:927] (4/8) Epoch 12, batch 22100, giga_loss[loss=0.1871, simple_loss=0.279, pruned_loss=0.04758, over 12380.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04109, over 26.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3, pruned_loss=0.06582, over 2474671.75 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05938, over 16498.11 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2925, pruned_loss=0.06675, over 2468537.18 frames. utt_duration=1211 frames, utt_pad_proportion=0.07041, over 8166.53 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3014, pruned_loss=0.06596, over 2475510.97 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05979, over 17776.27 utterances.], batch size: 26, lr: 3.11e-04
2022-08-28 13:52:27,736 INFO [train.py:927] (4/8) Epoch 12, batch 22150, giga_loss[loss=0.2072, simple_loss=0.2894, pruned_loss=0.06254, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03351, over 28.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2997, pruned_loss=0.06603, over 2474557.91 frames. utt_duration=619.8 frames, utt_pad_proportion=0.05639, over 16008.71 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2926, pruned_loss=0.06693, over 2468228.29 frames. utt_duration=1212 frames, utt_pad_proportion=0.06961, over 8155.26 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3008, pruned_loss=0.06596, over 2475608.98 frames. utt_duration=578 frames, utt_pad_proportion=0.05717, over 17177.94 utterances.], batch size: 28, lr: 3.11e-04
2022-08-28 13:54:12,757 INFO [train.py:927] (4/8) Epoch 12, batch 22200, giga_loss[loss=0.2235, simple_loss=0.3074, pruned_loss=0.06986, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2992, pruned_loss=0.06611, over 2474319.93 frames. utt_duration=627 frames, utt_pad_proportion=0.05738, over 15821.86 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2928, pruned_loss=0.06696, over 2468331.55 frames. utt_duration=1212 frames, utt_pad_proportion=0.06919, over 8156.20 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3001, pruned_loss=0.06602, over 2475167.07 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05802, over 16890.37 utterances.], batch size: 75, lr: 3.11e-04
2022-08-28 13:55:53,437 INFO [train.py:927] (4/8) Epoch 12, batch 22250, giga_loss[loss=0.2231, simple_loss=0.3088, pruned_loss=0.06867, over 12305.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03101, over 28.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3005, pruned_loss=0.06663, over 2473016.75 frames. utt_duration=642.2 frames, utt_pad_proportion=0.05488, over 15440.37 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2931, pruned_loss=0.06677, over 2468028.27 frames. utt_duration=1215 frames, utt_pad_proportion=0.06807, over 8135.85 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3011, pruned_loss=0.06671, over 2474196.21 frames. utt_duration=598 frames, utt_pad_proportion=0.05587, over 16591.31 utterances.], batch size: 28, lr: 3.11e-04
2022-08-28 13:57:35,295 INFO [train.py:927] (4/8) Epoch 12, batch 22300, libri_loss[loss=0.2625, simple_loss=0.3242, pruned_loss=0.1003, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006895, over 36.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3007, pruned_loss=0.06656, over 2472427.93 frames. utt_duration=661.4 frames, utt_pad_proportion=0.0514, over 14987.82 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.0671, over 2468397.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.06579, over 8093.53 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3012, pruned_loss=0.0663, over 2473243.72 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05325, over 16255.89 utterances.], batch size: 36, lr: 3.11e-04
2022-08-28 13:59:16,192 INFO [train.py:927] (4/8) Epoch 12, batch 22350, giga_loss[loss=0.181, simple_loss=0.2721, pruned_loss=0.04494, over 12408.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04041, over 31.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3006, pruned_loss=0.06678, over 2472711.69 frames. utt_duration=648.6 frames, utt_pad_proportion=0.04928, over 15284.63 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2934, pruned_loss=0.06714, over 2468216.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06477, over 8071.86 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3012, pruned_loss=0.06653, over 2473583.99 frames. utt_duration=603.7 frames, utt_pad_proportion=0.0512, over 16430.84 utterances.], batch size: 31, lr: 3.11e-04
2022-08-28 14:00:57,789 INFO [train.py:927] (4/8) Epoch 12, batch 22400, libri_loss[loss=0.2958, simple_loss=0.3623, pruned_loss=0.1146, over 12460.00 frames. utt_duration=416.7 frames, utt_pad_proportion=0.351, over 120.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2971, pruned_loss=0.06506, over 2472055.05 frames. utt_duration=667.3 frames, utt_pad_proportion=0.04942, over 14851.16 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.06706, over 2468174.41 frames. utt_duration=1218 frames, utt_pad_proportion=0.06786, over 8118.19 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2977, pruned_loss=0.06486, over 2472883.62 frames. utt_duration=623.2 frames, utt_pad_proportion=0.04907, over 15909.99 utterances.], batch size: 120, lr: 3.11e-04
2022-08-28 14:02:36,203 INFO [train.py:927] (4/8) Epoch 12, batch 22450, giga_loss[loss=0.1984, simple_loss=0.2752, pruned_loss=0.06083, over 12329.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2958, pruned_loss=0.06515, over 2471172.35 frames. utt_duration=665.7 frames, utt_pad_proportion=0.05421, over 14881.61 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2935, pruned_loss=0.0674, over 2467906.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.07107, over 8171.16 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2963, pruned_loss=0.06461, over 2472162.90 frames. utt_duration=625.3 frames, utt_pad_proportion=0.05166, over 15853.48 utterances.], batch size: 48, lr: 3.11e-04
2022-08-28 14:04:17,504 INFO [train.py:927] (4/8) Epoch 12, batch 22500, giga_loss[loss=0.2115, simple_loss=0.2891, pruned_loss=0.06699, over 12376.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02858, over 85.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2927, pruned_loss=0.06414, over 2471727.09 frames. utt_duration=652.2 frames, utt_pad_proportion=0.05571, over 15195.01 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2936, pruned_loss=0.06752, over 2467948.94 frames. utt_duration=1206 frames, utt_pad_proportion=0.07162, over 8196.31 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2929, pruned_loss=0.06361, over 2472481.31 frames. utt_duration=621.1 frames, utt_pad_proportion=0.05336, over 15962.89 utterances.], batch size: 85, lr: 3.11e-04
2022-08-28 14:05:58,960 INFO [train.py:927] (4/8) Epoch 12, batch 22550, giga_loss[loss=0.2192, simple_loss=0.299, pruned_loss=0.06977, over 12364.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1939, over 367.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2892, pruned_loss=0.0627, over 2470831.11 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05941, over 15945.91 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2939, pruned_loss=0.06759, over 2467626.62 frames. utt_duration=1209 frames, utt_pad_proportion=0.07084, over 8172.47 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2891, pruned_loss=0.06218, over 2471762.24 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05774, over 16669.19 utterances.], batch size: 367, lr: 3.11e-04
2022-08-28 14:07:38,763 INFO [train.py:927] (4/8) Epoch 12, batch 22600, giga_loss[loss=0.2487, simple_loss=0.3204, pruned_loss=0.08844, over 12347.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1954, over 365.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2885, pruned_loss=0.06167, over 2471771.17 frames. utt_duration=606.7 frames, utt_pad_proportion=0.06191, over 16336.59 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2937, pruned_loss=0.06746, over 2467630.00 frames. utt_duration=1218 frames, utt_pad_proportion=0.06882, over 8116.50 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2884, pruned_loss=0.0612, over 2472645.35 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06112, over 17228.51 utterances.], batch size: 365, lr: 3.11e-04
2022-08-28 14:09:18,932 INFO [train.py:927] (4/8) Epoch 12, batch 22650, giga_loss[loss=0.242, simple_loss=0.3274, pruned_loss=0.07825, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2904, pruned_loss=0.06258, over 2471801.51 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06189, over 16962.54 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2935, pruned_loss=0.06741, over 2467975.02 frames. utt_duration=1223 frames, utt_pad_proportion=0.06727, over 8080.41 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2904, pruned_loss=0.06209, over 2472293.98 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06187, over 17952.11 utterances.], batch size: 146, lr: 3.11e-04
2022-08-28 14:10:58,636 INFO [train.py:927] (4/8) Epoch 12, batch 22700, giga_loss[loss=0.2063, simple_loss=0.2993, pruned_loss=0.05671, over 12418.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06833, over 212.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2908, pruned_loss=0.06186, over 2472312.49 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06692, over 18279.98 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2933, pruned_loss=0.06731, over 2468131.20 frames. utt_duration=1223 frames, utt_pad_proportion=0.06675, over 8080.21 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2909, pruned_loss=0.06149, over 2472628.07 frames. utt_duration=517 frames, utt_pad_proportion=0.06684, over 19185.54 utterances.], batch size: 212, lr: 3.11e-04
2022-08-28 14:12:40,481 INFO [train.py:927] (4/8) Epoch 12, batch 22750, giga_loss[loss=0.205, simple_loss=0.279, pruned_loss=0.0655, over 12400.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04506, over 26.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2905, pruned_loss=0.06099, over 2473258.12 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06356, over 17799.04 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2938, pruned_loss=0.0675, over 2468113.42 frames. utt_duration=1214 frames, utt_pad_proportion=0.06992, over 8138.96 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2901, pruned_loss=0.06038, over 2473658.67 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06227, over 18696.97 utterances.], batch size: 26, lr: 3.11e-04
2022-08-28 14:14:22,676 INFO [train.py:927] (4/8) Epoch 12, batch 22800, giga_loss[loss=0.2113, simple_loss=0.296, pruned_loss=0.06331, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2908, pruned_loss=0.06121, over 2473108.16 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06388, over 17855.01 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2936, pruned_loss=0.06736, over 2468084.27 frames. utt_duration=1218 frames, utt_pad_proportion=0.06892, over 8117.41 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2906, pruned_loss=0.06073, over 2473541.05 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0632, over 18760.43 utterances.], batch size: 91, lr: 3.11e-04
2022-08-28 14:16:01,754 INFO [train.py:927] (4/8) Epoch 12, batch 22850, giga_loss[loss=0.2301, simple_loss=0.3041, pruned_loss=0.07802, over 12158.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04022, over 33.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2929, pruned_loss=0.06209, over 2472285.67 frames. utt_duration=585.3 frames, utt_pad_proportion=0.06128, over 16938.09 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2934, pruned_loss=0.0673, over 2468192.38 frames. utt_duration=1220 frames, utt_pad_proportion=0.06801, over 8102.54 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2929, pruned_loss=0.06157, over 2472668.97 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06112, over 17961.39 utterances.], batch size: 33, lr: 3.11e-04
2022-08-28 14:17:42,115 INFO [train.py:927] (4/8) Epoch 12, batch 22900, giga_loss[loss=0.1971, simple_loss=0.2845, pruned_loss=0.0549, over 12459.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04292, over 34.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2939, pruned_loss=0.06233, over 2472576.75 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06047, over 16907.00 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2934, pruned_loss=0.06724, over 2468128.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.06705, over 8092.10 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2939, pruned_loss=0.06186, over 2473062.36 frames. utt_duration=553 frames, utt_pad_proportion=0.06073, over 17938.06 utterances.], batch size: 34, lr: 3.11e-04
2022-08-28 14:19:19,861 INFO [train.py:927] (4/8) Epoch 12, batch 22950, giga_loss[loss=0.2102, simple_loss=0.2895, pruned_loss=0.06548, over 12135.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04213, over 33.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2932, pruned_loss=0.06162, over 2472906.66 frames. utt_duration=610.6 frames, utt_pad_proportion=0.05826, over 16239.24 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2932, pruned_loss=0.06721, over 2468282.39 frames. utt_duration=1216 frames, utt_pad_proportion=0.06934, over 8129.11 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2933, pruned_loss=0.06108, over 2473341.60 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05746, over 17345.89 utterances.], batch size: 33, lr: 3.11e-04
2022-08-28 14:20:58,911 INFO [train.py:927] (4/8) Epoch 12, batch 23000, giga_loss[loss=0.166, simple_loss=0.2601, pruned_loss=0.03597, over 12401.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04462, over 26.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2923, pruned_loss=0.06126, over 2473316.49 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05705, over 16226.00 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.293, pruned_loss=0.06724, over 2468389.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.0684, over 8118.75 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2926, pruned_loss=0.06066, over 2473688.19 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0567, over 17326.97 utterances.], batch size: 26, lr: 3.11e-04
2022-08-28 14:22:39,178 INFO [train.py:927] (4/8) Epoch 12, batch 23050, giga_loss[loss=0.216, simple_loss=0.2954, pruned_loss=0.0683, over 12400.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03342, over 80.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2905, pruned_loss=0.06065, over 2473640.30 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05623, over 16185.49 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2929, pruned_loss=0.06727, over 2468518.45 frames. utt_duration=1221 frames, utt_pad_proportion=0.06769, over 8099.07 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2908, pruned_loss=0.05997, over 2473967.03 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05615, over 17298.39 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 14:24:18,984 INFO [train.py:927] (4/8) Epoch 12, batch 23100, giga_loss[loss=0.2023, simple_loss=0.2993, pruned_loss=0.05264, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2912, pruned_loss=0.06003, over 2474100.17 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05278, over 16218.57 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2926, pruned_loss=0.06699, over 2468791.40 frames. utt_duration=1225 frames, utt_pad_proportion=0.06701, over 8069.72 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2916, pruned_loss=0.05966, over 2474181.32 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05313, over 17239.12 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 14:25:59,279 INFO [train.py:927] (4/8) Epoch 12, batch 23150, giga_loss[loss=0.2171, simple_loss=0.3067, pruned_loss=0.06375, over 12450.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0364, over 133.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.06068, over 2474161.20 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05076, over 16561.19 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2927, pruned_loss=0.06691, over 2468661.18 frames. utt_duration=1227 frames, utt_pad_proportion=0.06653, over 8060.07 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2923, pruned_loss=0.0604, over 2474392.86 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05128, over 17451.60 utterances.], batch size: 133, lr: 3.11e-04
2022-08-28 14:27:38,336 INFO [train.py:927] (4/8) Epoch 12, batch 23200, giga_loss[loss=0.2214, simple_loss=0.3009, pruned_loss=0.07094, over 12442.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03807, over 123.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2904, pruned_loss=0.06113, over 2474636.97 frames. utt_duration=600.1 frames, utt_pad_proportion=0.04929, over 16536.72 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2927, pruned_loss=0.0669, over 2468866.97 frames. utt_duration=1226 frames, utt_pad_proportion=0.06598, over 8065.87 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2905, pruned_loss=0.06078, over 2474760.06 frames. utt_duration=569.4 frames, utt_pad_proportion=0.04981, over 17429.82 utterances.], batch size: 123, lr: 3.11e-04
2022-08-28 14:29:19,794 INFO [train.py:927] (4/8) Epoch 12, batch 23250, giga_loss[loss=0.2533, simple_loss=0.3213, pruned_loss=0.09269, over 12367.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.0949, over 255.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2892, pruned_loss=0.06152, over 2474543.87 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05136, over 17286.21 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2928, pruned_loss=0.06695, over 2468725.19 frames. utt_duration=1223 frames, utt_pad_proportion=0.06578, over 8083.31 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2891, pruned_loss=0.06109, over 2474886.21 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05161, over 18142.19 utterances.], batch size: 255, lr: 3.11e-04
2022-08-28 14:30:58,761 INFO [train.py:927] (4/8) Epoch 12, batch 23300, giga_loss[loss=0.2081, simple_loss=0.2924, pruned_loss=0.06193, over 12457.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03368, over 86.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2851, pruned_loss=0.05966, over 2474062.39 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05161, over 16745.70 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2924, pruned_loss=0.06672, over 2468820.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06462, over 8044.54 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2853, pruned_loss=0.05937, over 2474369.32 frames. utt_duration=561.3 frames, utt_pad_proportion=0.0522, over 17679.75 utterances.], batch size: 86, lr: 3.11e-04
2022-08-28 14:32:40,420 INFO [train.py:927] (4/8) Epoch 12, batch 23350, giga_loss[loss=0.2864, simple_loss=0.3495, pruned_loss=0.1116, over 12450.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.0301, over 55.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2825, pruned_loss=0.05869, over 2473674.80 frames. utt_duration=610.7 frames, utt_pad_proportion=0.04915, over 16243.15 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2924, pruned_loss=0.06665, over 2468580.72 frames. utt_duration=1236 frames, utt_pad_proportion=0.06305, over 7997.84 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2824, pruned_loss=0.05827, over 2474287.08 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05025, over 17297.84 utterances.], batch size: 55, lr: 3.11e-04
2022-08-28 14:34:21,598 INFO [train.py:927] (4/8) Epoch 12, batch 23400, giga_loss[loss=0.2175, simple_loss=0.3076, pruned_loss=0.06366, over 12380.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06467, over 183.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2851, pruned_loss=0.06009, over 2474079.55 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05019, over 16745.68 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2925, pruned_loss=0.06674, over 2468751.70 frames. utt_duration=1238 frames, utt_pad_proportion=0.06234, over 7986.90 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2848, pruned_loss=0.05958, over 2474486.25 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05119, over 17699.14 utterances.], batch size: 183, lr: 3.11e-04
2022-08-28 14:36:04,232 INFO [train.py:927] (4/8) Epoch 12, batch 23450, giga_loss[loss=0.2057, simple_loss=0.2887, pruned_loss=0.06133, over 12264.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02877, over 42.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.288, pruned_loss=0.06067, over 2474058.38 frames. utt_duration=584.9 frames, utt_pad_proportion=0.04982, over 16964.51 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2928, pruned_loss=0.06681, over 2469033.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.06165, over 7994.20 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2874, pruned_loss=0.06008, over 2474218.99 frames. utt_duration=555 frames, utt_pad_proportion=0.05081, over 17879.46 utterances.], batch size: 42, lr: 3.11e-04
2022-08-28 14:37:45,216 INFO [train.py:927] (4/8) Epoch 12, batch 23500, giga_loss[loss=0.2434, simple_loss=0.3249, pruned_loss=0.08093, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2914, pruned_loss=0.0624, over 2474279.21 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05272, over 17335.98 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2928, pruned_loss=0.0668, over 2469205.91 frames. utt_duration=1240 frames, utt_pad_proportion=0.06096, over 7974.39 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2908, pruned_loss=0.06188, over 2474326.38 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05356, over 18195.30 utterances.], batch size: 105, lr: 3.11e-04
2022-08-28 14:39:30,372 INFO [train.py:927] (4/8) Epoch 12, batch 23550, giga_loss[loss=0.2391, simple_loss=0.3219, pruned_loss=0.07815, over 12361.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03153, over 97.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2963, pruned_loss=0.06612, over 2474147.89 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05459, over 17271.85 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2931, pruned_loss=0.06718, over 2469012.80 frames. utt_duration=1238 frames, utt_pad_proportion=0.06047, over 7987.55 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2957, pruned_loss=0.06527, over 2474517.88 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05521, over 18275.85 utterances.], batch size: 97, lr: 3.11e-04
2022-08-28 14:41:12,501 INFO [train.py:927] (4/8) Epoch 12, batch 23600, giga_loss[loss=0.2797, simple_loss=0.3597, pruned_loss=0.09986, over 12390.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02954, over 97.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3033, pruned_loss=0.07109, over 2473888.85 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06169, over 18414.26 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2928, pruned_loss=0.06713, over 2468842.19 frames. utt_duration=1242 frames, utt_pad_proportion=0.05944, over 7961.47 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3032, pruned_loss=0.07047, over 2474475.38 frames. utt_duration=509 frames, utt_pad_proportion=0.06212, over 19500.94 utterances.], batch size: 97, lr: 3.11e-04
2022-08-28 14:42:55,535 INFO [train.py:927] (4/8) Epoch 12, batch 23650, giga_loss[loss=0.2441, simple_loss=0.3258, pruned_loss=0.08116, over 12380.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03492, over 122.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3088, pruned_loss=0.07486, over 2473894.69 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06121, over 18286.62 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2929, pruned_loss=0.06715, over 2468560.68 frames. utt_duration=1245 frames, utt_pad_proportion=0.05855, over 7940.38 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07442, over 2474675.31 frames. utt_duration=513.4 frames, utt_pad_proportion=0.0619, over 19337.64 utterances.], batch size: 122, lr: 3.11e-04
2022-08-28 14:44:38,099 INFO [train.py:927] (4/8) Epoch 12, batch 23700, giga_loss[loss=0.2518, simple_loss=0.3282, pruned_loss=0.08767, over 12322.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.02941, over 58.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3135, pruned_loss=0.0788, over 2474166.46 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06302, over 18899.20 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.293, pruned_loss=0.0671, over 2468705.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.05788, over 7941.57 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.07862, over 2474752.42 frames. utt_duration=498.9 frames, utt_pad_proportion=0.0637, over 19900.29 utterances.], batch size: 58, lr: 3.11e-04
2022-08-28 14:46:23,087 INFO [train.py:927] (4/8) Epoch 12, batch 23750, giga_loss[loss=0.3787, simple_loss=0.4194, pruned_loss=0.169, over 12390.00 frames. utt_duration=191.4 frames, utt_pad_proportion=0.114, over 261.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3192, pruned_loss=0.08388, over 2474689.17 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06264, over 20023.93 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2928, pruned_loss=0.06699, over 2468685.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.05667, over 7919.39 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3201, pruned_loss=0.08422, over 2475357.48 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06362, over 21151.78 utterances.], batch size: 261, lr: 3.11e-04
2022-08-28 14:48:14,167 INFO [train.py:927] (4/8) Epoch 12, batch 23800, libri_loss[loss=0.2662, simple_loss=0.3391, pruned_loss=0.09668, over 12413.00 frames. utt_duration=956.5 frames, utt_pad_proportion=0.07497, over 52.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3231, pruned_loss=0.08748, over 2474884.64 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06835, over 21251.18 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2929, pruned_loss=0.06694, over 2468766.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.05642, over 7925.97 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3246, pruned_loss=0.08829, over 2475513.76 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06902, over 22494.51 utterances.], batch size: 52, lr: 3.11e-04
2022-08-28 14:50:00,255 INFO [train.py:927] (4/8) Epoch 12, batch 23850, giga_loss[loss=0.314, simple_loss=0.3742, pruned_loss=0.1269, over 12423.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06169, over 183.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3228, pruned_loss=0.08778, over 2475568.80 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07095, over 21470.58 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06691, over 2468605.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.05644, over 7945.39 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3243, pruned_loss=0.0888, over 2476316.95 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07143, over 22673.51 utterances.], batch size: 183, lr: 3.11e-04
2022-08-28 14:51:44,559 INFO [train.py:927] (4/8) Epoch 12, batch 23900, giga_loss[loss=0.2829, simple_loss=0.3546, pruned_loss=0.1056, over 12393.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07352, over 212.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3234, pruned_loss=0.08766, over 2475617.61 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07656, over 21625.78 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.06686, over 2468493.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.05836, over 7990.86 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3259, pruned_loss=0.08945, over 2476672.96 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0763, over 23152.87 utterances.], batch size: 212, lr: 3.10e-04
2022-08-28 14:53:29,394 INFO [train.py:927] (4/8) Epoch 12, batch 23950, giga_loss[loss=0.2143, simple_loss=0.3098, pruned_loss=0.0594, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02769, over 45.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3251, pruned_loss=0.08863, over 2475039.08 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07745, over 22367.66 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.06686, over 2468493.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.05836, over 7990.86 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.327, pruned_loss=0.09002, over 2475860.47 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0772, over 23556.22 utterances.], batch size: 45, lr: 3.10e-04
2022-08-28 14:55:20,053 INFO [train.py:927] (4/8) Epoch 12, batch 24000, giga_loss[loss=0.2076, simple_loss=0.304, pruned_loss=0.05556, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3237, pruned_loss=0.08635, over 2474371.39 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08058, over 22596.76 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.06705, over 2468835.26 frames. utt_duration=1223 frames, utt_pad_proportion=0.06268, over 8085.70 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.326, pruned_loss=0.08797, over 2474939.88 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07931, over 23931.30 utterances.], batch size: 75, lr: 3.10e-04
2022-08-28 14:55:20,054 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 14:55:33,705 INFO [train.py:967] (4/8) 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 14:57:18,977 INFO [train.py:927] (4/8) Epoch 12, batch 24050, giga_loss[loss=0.2307, simple_loss=0.3087, pruned_loss=0.07636, over 12374.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03554, over 80.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3204, pruned_loss=0.08368, over 2474346.31 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08004, over 22626.12 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2932, pruned_loss=0.06687, over 2468872.05 frames. utt_duration=1225 frames, utt_pad_proportion=0.06223, over 8070.87 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3226, pruned_loss=0.08526, over 2474805.71 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07922, over 23808.66 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 14:59:05,407 INFO [train.py:927] (4/8) Epoch 12, batch 24100, giga_loss[loss=0.2687, simple_loss=0.3401, pruned_loss=0.09869, over 12379.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04166, over 133.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3188, pruned_loss=0.08231, over 2475355.91 frames. utt_duration=451 frames, utt_pad_proportion=0.07545, over 22026.01 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2935, pruned_loss=0.06706, over 2469141.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.06312, over 8110.81 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3208, pruned_loss=0.08368, over 2475586.05 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07488, over 23190.85 utterances.], batch size: 133, lr: 3.10e-04
2022-08-28 15:00:59,729 INFO [train.py:927] (4/8) Epoch 12, batch 24150, giga_loss[loss=0.2205, simple_loss=0.3142, pruned_loss=0.06337, over 12221.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03303, over 45.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3182, pruned_loss=0.08149, over 2475125.56 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07046, over 21764.19 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2933, pruned_loss=0.06691, over 2468831.95 frames. utt_duration=1222 frames, utt_pad_proportion=0.06242, over 8089.28 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3202, pruned_loss=0.08288, over 2475633.24 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07049, over 22872.18 utterances.], batch size: 45, lr: 3.10e-04
2022-08-28 15:02:42,389 INFO [train.py:927] (4/8) Epoch 12, batch 24200, giga_loss[loss=0.2047, simple_loss=0.2855, pruned_loss=0.0619, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03195, over 43.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3186, pruned_loss=0.07973, over 2475362.87 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06959, over 21556.49 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2932, pruned_loss=0.0669, over 2468768.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06201, over 8069.42 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3205, pruned_loss=0.08096, over 2475876.92 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0698, over 22568.33 utterances.], batch size: 43, lr: 3.10e-04
2022-08-28 15:04:27,107 INFO [train.py:927] (4/8) Epoch 12, batch 24250, giga_loss[loss=0.2208, simple_loss=0.3008, pruned_loss=0.07041, over 12394.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.04124, over 105.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3166, pruned_loss=0.07835, over 2475124.87 frames. utt_duration=487 frames, utt_pad_proportion=0.06678, over 20390.10 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.293, pruned_loss=0.06663, over 2468616.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.06041, over 8035.57 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3192, pruned_loss=0.08, over 2475912.05 frames. utt_duration=458.6 frames, utt_pad_proportion=0.06772, over 21664.04 utterances.], batch size: 105, lr: 3.10e-04
2022-08-28 15:06:11,662 INFO [train.py:927] (4/8) Epoch 12, batch 24300, giga_loss[loss=0.2391, simple_loss=0.3119, pruned_loss=0.08319, over 12404.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3143, pruned_loss=0.07812, over 2474612.30 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06458, over 19547.82 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2928, pruned_loss=0.06675, over 2468172.09 frames. utt_duration=1233 frames, utt_pad_proportion=0.05978, over 8017.56 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3175, pruned_loss=0.07984, over 2475933.86 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06588, over 21108.13 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:07:59,752 INFO [train.py:927] (4/8) Epoch 12, batch 24350, giga_loss[loss=0.2298, simple_loss=0.3224, pruned_loss=0.06858, over 12343.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3137, pruned_loss=0.07695, over 2475152.45 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06314, over 19214.98 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2932, pruned_loss=0.06691, over 2468170.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.05931, over 8013.41 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.316, pruned_loss=0.07826, over 2476246.68 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06445, over 20540.67 utterances.], batch size: 97, lr: 3.10e-04
2022-08-28 15:09:41,330 INFO [train.py:927] (4/8) Epoch 12, batch 24400, giga_loss[loss=0.2269, simple_loss=0.3136, pruned_loss=0.07011, over 12339.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3138, pruned_loss=0.07631, over 2475077.59 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06223, over 19184.63 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2933, pruned_loss=0.06694, over 2468316.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.05867, over 7999.32 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3159, pruned_loss=0.07745, over 2475911.96 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06356, over 20400.33 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 15:11:25,118 INFO [train.py:927] (4/8) Epoch 12, batch 24450, libri_loss[loss=0.2122, simple_loss=0.2943, pruned_loss=0.06503, over 12234.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006207, over 34.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3116, pruned_loss=0.07578, over 2474808.31 frames. utt_duration=515.1 frames, utt_pad_proportion=0.066, over 19271.60 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2929, pruned_loss=0.06677, over 2468254.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06066, over 8022.42 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3144, pruned_loss=0.07725, over 2475819.91 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06635, over 20708.26 utterances.], batch size: 34, lr: 3.10e-04
2022-08-28 15:13:12,030 INFO [train.py:927] (4/8) Epoch 12, batch 24500, giga_loss[loss=0.2237, simple_loss=0.304, pruned_loss=0.0717, over 12351.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03064, over 58.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3104, pruned_loss=0.07605, over 2474577.58 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06877, over 19362.45 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.06688, over 2468146.07 frames. utt_duration=1220 frames, utt_pad_proportion=0.06525, over 8099.23 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3127, pruned_loss=0.07718, over 2475526.97 frames. utt_duration=484 frames, utt_pad_proportion=0.06714, over 20522.13 utterances.], batch size: 58, lr: 3.10e-04
2022-08-28 15:14:55,015 INFO [train.py:927] (4/8) Epoch 12, batch 24550, giga_loss[loss=0.2253, simple_loss=0.3083, pruned_loss=0.07113, over 12405.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03297, over 80.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3084, pruned_loss=0.07573, over 2474536.42 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07186, over 19192.68 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2929, pruned_loss=0.0667, over 2468146.72 frames. utt_duration=1225 frames, utt_pad_proportion=0.0639, over 8068.53 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3111, pruned_loss=0.07716, over 2475584.88 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0709, over 20611.38 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 15:16:38,918 INFO [train.py:927] (4/8) Epoch 12, batch 24600, giga_loss[loss=0.2745, simple_loss=0.3404, pruned_loss=0.1043, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02329, over 48.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3084, pruned_loss=0.07634, over 2474614.45 frames. utt_duration=509.4 frames, utt_pad_proportion=0.07357, over 19485.82 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2926, pruned_loss=0.06645, over 2468433.54 frames. utt_duration=1228 frames, utt_pad_proportion=0.06263, over 8047.46 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3112, pruned_loss=0.07801, over 2475380.36 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07324, over 20962.43 utterances.], batch size: 48, lr: 3.10e-04
2022-08-28 15:18:20,337 INFO [train.py:927] (4/8) Epoch 12, batch 24650, giga_loss[loss=0.2806, simple_loss=0.3304, pruned_loss=0.1154, over 12357.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3086, pruned_loss=0.07539, over 2474558.14 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07245, over 19110.48 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2931, pruned_loss=0.06679, over 2468391.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.06938, over 8164.50 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3109, pruned_loss=0.07672, over 2475434.52 frames. utt_duration=483 frames, utt_pad_proportion=0.06998, over 20562.44 utterances.], batch size: 369, lr: 3.10e-04
2022-08-28 15:20:03,202 INFO [train.py:927] (4/8) Epoch 12, batch 24700, giga_loss[loss=0.251, simple_loss=0.3197, pruned_loss=0.09115, over 12372.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02788, over 48.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3086, pruned_loss=0.07524, over 2473817.70 frames. utt_duration=523 frames, utt_pad_proportion=0.07181, over 18970.93 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.06663, over 2468374.67 frames. utt_duration=1213 frames, utt_pad_proportion=0.06889, over 8146.91 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3109, pruned_loss=0.07651, over 2474571.12 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07008, over 20232.73 utterances.], batch size: 48, lr: 3.10e-04
2022-08-28 15:21:49,646 INFO [train.py:927] (4/8) Epoch 12, batch 24750, giga_loss[loss=0.2072, simple_loss=0.2855, pruned_loss=0.06448, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03451, over 40.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3097, pruned_loss=0.07576, over 2474456.31 frames. utt_duration=515.7 frames, utt_pad_proportion=0.07072, over 19247.73 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.06656, over 2468423.79 frames. utt_duration=1215 frames, utt_pad_proportion=0.06866, over 8137.18 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3115, pruned_loss=0.07686, over 2475027.37 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06951, over 20291.38 utterances.], batch size: 40, lr: 3.10e-04
2022-08-28 15:23:33,835 INFO [train.py:927] (4/8) Epoch 12, batch 24800, giga_loss[loss=0.2248, simple_loss=0.3021, pruned_loss=0.07378, over 12441.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03667, over 43.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3113, pruned_loss=0.07804, over 2474515.62 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07913, over 20349.75 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.293, pruned_loss=0.06658, over 2468743.29 frames. utt_duration=1222 frames, utt_pad_proportion=0.06675, over 8091.52 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3133, pruned_loss=0.07927, over 2474894.16 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07846, over 21656.45 utterances.], batch size: 43, lr: 3.10e-04
2022-08-28 15:25:16,747 INFO [train.py:927] (4/8) Epoch 12, batch 24850, giga_loss[loss=0.215, simple_loss=0.2988, pruned_loss=0.0656, over 12377.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0458, over 146.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3117, pruned_loss=0.07886, over 2473672.93 frames. utt_duration=475.4 frames, utt_pad_proportion=0.08108, over 20876.83 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2929, pruned_loss=0.06661, over 2468077.46 frames. utt_duration=1229 frames, utt_pad_proportion=0.06504, over 8045.04 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3139, pruned_loss=0.0802, over 2474769.41 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08106, over 22362.50 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:26:57,796 INFO [train.py:927] (4/8) Epoch 12, batch 24900, giga_loss[loss=0.2034, simple_loss=0.3024, pruned_loss=0.05219, over 12374.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02648, over 66.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3101, pruned_loss=0.0762, over 2473540.92 frames. utt_duration=495 frames, utt_pad_proportion=0.07843, over 20048.68 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2929, pruned_loss=0.06665, over 2468341.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06754, over 8118.37 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3125, pruned_loss=0.07762, over 2474341.68 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07797, over 21578.06 utterances.], batch size: 66, lr: 3.10e-04
2022-08-28 15:28:45,774 INFO [train.py:927] (4/8) Epoch 12, batch 24950, giga_loss[loss=0.2277, simple_loss=0.3076, pruned_loss=0.07392, over 12416.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03223, over 80.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3089, pruned_loss=0.07572, over 2474055.23 frames. utt_duration=485 frames, utt_pad_proportion=0.07558, over 20468.60 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2931, pruned_loss=0.06669, over 2468368.85 frames. utt_duration=1219 frames, utt_pad_proportion=0.06674, over 8107.65 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3109, pruned_loss=0.07692, over 2474733.25 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07569, over 21848.00 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 15:30:27,814 INFO [train.py:927] (4/8) Epoch 12, batch 25000, giga_loss[loss=0.2501, simple_loss=0.3279, pruned_loss=0.08617, over 12380.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05234, over 161.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3078, pruned_loss=0.07531, over 2474188.76 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07342, over 20033.79 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2926, pruned_loss=0.06651, over 2468323.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06507, over 8053.68 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3102, pruned_loss=0.07671, over 2474959.57 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07427, over 21575.71 utterances.], batch size: 161, lr: 3.10e-04
2022-08-28 15:32:13,029 INFO [train.py:927] (4/8) Epoch 12, batch 25050, giga_loss[loss=0.254, simple_loss=0.3395, pruned_loss=0.08422, over 12437.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.0415, over 146.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3118, pruned_loss=0.07559, over 2473666.85 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06958, over 19674.95 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2928, pruned_loss=0.06662, over 2468319.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06504, over 8056.61 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3139, pruned_loss=0.07678, over 2474390.90 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07057, over 21110.80 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:33:59,187 INFO [train.py:927] (4/8) Epoch 12, batch 25100, giga_loss[loss=0.2871, simple_loss=0.357, pruned_loss=0.1086, over 12398.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04839, over 161.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07664, over 2474032.45 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06936, over 20150.55 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2929, pruned_loss=0.06668, over 2468372.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06479, over 8050.33 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3157, pruned_loss=0.07756, over 2474573.94 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07022, over 21337.12 utterances.], batch size: 161, lr: 3.10e-04
2022-08-28 15:35:43,596 INFO [train.py:927] (4/8) Epoch 12, batch 25150, giga_loss[loss=0.2272, simple_loss=0.3083, pruned_loss=0.07306, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3154, pruned_loss=0.07837, over 2473837.44 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07538, over 20341.02 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2932, pruned_loss=0.06703, over 2467954.98 frames. utt_duration=1220 frames, utt_pad_proportion=0.0685, over 8101.03 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.317, pruned_loss=0.079, over 2474754.12 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07449, over 21497.71 utterances.], batch size: 91, lr: 3.10e-04
2022-08-28 15:37:28,597 INFO [train.py:927] (4/8) Epoch 12, batch 25200, giga_loss[loss=0.2312, simple_loss=0.305, pruned_loss=0.07876, over 12378.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03519, over 80.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3141, pruned_loss=0.07846, over 2473390.04 frames. utt_duration=478 frames, utt_pad_proportion=0.08308, over 20763.16 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2932, pruned_loss=0.06698, over 2467853.31 frames. utt_duration=1211 frames, utt_pad_proportion=0.07204, over 8158.40 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3157, pruned_loss=0.07918, over 2474284.23 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08103, over 21836.43 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 15:39:10,942 INFO [train.py:927] (4/8) Epoch 12, batch 25250, giga_loss[loss=0.275, simple_loss=0.3347, pruned_loss=0.1076, over 12400.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06834, over 184.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07836, over 2473442.04 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07902, over 20043.21 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2929, pruned_loss=0.06673, over 2467744.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.07057, over 8116.04 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3149, pruned_loss=0.07948, over 2474401.27 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07809, over 21272.51 utterances.], batch size: 184, lr: 3.10e-04
2022-08-28 15:40:57,222 INFO [train.py:927] (4/8) Epoch 12, batch 25300, giga_loss[loss=0.2116, simple_loss=0.2907, pruned_loss=0.06622, over 12375.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3127, pruned_loss=0.07878, over 2474631.40 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07644, over 20046.92 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2927, pruned_loss=0.06665, over 2467908.05 frames. utt_duration=1219 frames, utt_pad_proportion=0.07007, over 8104.88 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3146, pruned_loss=0.07984, over 2475294.59 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07602, over 21129.67 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 15:42:39,796 INFO [train.py:927] (4/8) Epoch 12, batch 25350, giga_loss[loss=0.2302, simple_loss=0.3127, pruned_loss=0.07382, over 12469.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02997, over 80.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3119, pruned_loss=0.07832, over 2474428.24 frames. utt_duration=507 frames, utt_pad_proportion=0.07444, over 19578.88 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2935, pruned_loss=0.06688, over 2467937.74 frames. utt_duration=1208 frames, utt_pad_proportion=0.07316, over 8181.50 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3133, pruned_loss=0.07928, over 2475104.09 frames. utt_duration=480.2 frames, utt_pad_proportion=0.0732, over 20680.54 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 15:44:21,179 INFO [train.py:927] (4/8) Epoch 12, batch 25400, libri_loss[loss=0.2144, simple_loss=0.2901, pruned_loss=0.06933, over 12142.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006356, over 35.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3133, pruned_loss=0.07879, over 2474196.72 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07358, over 19668.69 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2939, pruned_loss=0.06707, over 2467947.08 frames. utt_duration=1204 frames, utt_pad_proportion=0.07302, over 8210.51 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3144, pruned_loss=0.07959, over 2474866.08 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07273, over 20728.11 utterances.], batch size: 35, lr: 3.10e-04
2022-08-28 15:46:09,574 INFO [train.py:927] (4/8) Epoch 12, batch 25450, giga_loss[loss=0.2515, simple_loss=0.3417, pruned_loss=0.08068, over 12430.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03743, over 40.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3138, pruned_loss=0.07922, over 2474360.11 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07704, over 19752.95 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2943, pruned_loss=0.06721, over 2468008.96 frames. utt_duration=1201 frames, utt_pad_proportion=0.07289, over 8227.40 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3146, pruned_loss=0.07989, over 2474915.87 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07625, over 20713.51 utterances.], batch size: 40, lr: 3.10e-04
2022-08-28 15:47:56,768 INFO [train.py:927] (4/8) Epoch 12, batch 25500, giga_loss[loss=0.2123, simple_loss=0.3017, pruned_loss=0.06147, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04757, over 34.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3154, pruned_loss=0.07786, over 2473850.73 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07689, over 19726.39 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2942, pruned_loss=0.06713, over 2468065.29 frames. utt_duration=1203 frames, utt_pad_proportion=0.07233, over 8214.17 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3163, pruned_loss=0.07853, over 2474294.13 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07647, over 20586.26 utterances.], batch size: 34, lr: 3.10e-04
2022-08-28 15:49:40,427 INFO [train.py:927] (4/8) Epoch 12, batch 25550, giga_loss[loss=0.3159, simple_loss=0.359, pruned_loss=0.1363, over 12392.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3181, pruned_loss=0.08033, over 2474098.96 frames. utt_duration=484.3 frames, utt_pad_proportion=0.08002, over 20497.80 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2938, pruned_loss=0.06681, over 2467831.69 frames. utt_duration=1208 frames, utt_pad_proportion=0.071, over 8179.20 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3197, pruned_loss=0.08144, over 2474807.42 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08014, over 21489.70 utterances.], batch size: 259, lr: 3.10e-04
2022-08-28 15:51:21,110 INFO [train.py:927] (4/8) Epoch 12, batch 25600, giga_loss[loss=0.2407, simple_loss=0.3186, pruned_loss=0.08142, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02899, over 45.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3193, pruned_loss=0.08169, over 2474333.54 frames. utt_duration=491.5 frames, utt_pad_proportion=0.0764, over 20195.69 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06691, over 2467848.02 frames. utt_duration=1206 frames, utt_pad_proportion=0.07086, over 8192.34 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3212, pruned_loss=0.08283, over 2475049.36 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07678, over 21254.77 utterances.], batch size: 45, lr: 3.10e-04
2022-08-28 15:53:03,402 INFO [train.py:927] (4/8) Epoch 12, batch 25650, giga_loss[loss=0.2377, simple_loss=0.3212, pruned_loss=0.07714, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3195, pruned_loss=0.08077, over 2474969.44 frames. utt_duration=491.3 frames, utt_pad_proportion=0.0784, over 20211.29 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2951, pruned_loss=0.06789, over 2468242.83 frames. utt_duration=1163 frames, utt_pad_proportion=0.08616, over 8500.36 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3204, pruned_loss=0.08116, over 2475341.23 frames. utt_duration=472 frames, utt_pad_proportion=0.07341, over 21043.30 utterances.], batch size: 161, lr: 3.10e-04
2022-08-28 15:53:58,469 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-28 15:56:25,997 INFO [train.py:927] (4/8) Epoch 13, batch 50, giga_loss[loss=0.2258, simple_loss=0.296, pruned_loss=0.07774, over 12348.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2106, over 372.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3091, pruned_loss=0.06644, over 548362.71 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06441, over 4253.54 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2791, pruned_loss=0.05127, over 24665.76 frames. utt_duration=1547 frames, utt_pad_proportion=0.006549, over 63.84 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3103, pruned_loss=0.06702, over 528974.64 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06509, over 4205.99 utterances.], batch size: 372, lr: 3.02e-04
2022-08-28 15:58:10,491 INFO [train.py:927] (4/8) Epoch 13, batch 100, libri_loss[loss=0.2549, simple_loss=0.3589, pruned_loss=0.07547, over 12383.00 frames. utt_duration=414.2 frames, utt_pad_proportion=0.3528, over 120.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2924, pruned_loss=0.0599, over 974596.22 frames. utt_duration=541.8 frames, utt_pad_proportion=0.07182, over 7215.85 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3079, pruned_loss=0.05958, over 73287.72 frames. utt_duration=808.4 frames, utt_pad_proportion=0.2417, over 363.30 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2913, pruned_loss=0.05992, over 928840.64 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0636, over 7018.86 utterances.], batch size: 120, lr: 3.02e-04
2022-08-28 15:59:50,682 INFO [train.py:927] (4/8) Epoch 13, batch 150, giga_loss[loss=0.1778, simple_loss=0.2524, pruned_loss=0.05158, over 12267.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02824, over 42.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2787, pruned_loss=0.05395, over 1306454.51 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06557, over 9726.03 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2977, pruned_loss=0.05443, over 144224.63 frames. utt_duration=1013 frames, utt_pad_proportion=0.1564, over 570.57 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2774, pruned_loss=0.05411, over 1234294.83 frames. utt_duration=516 frames, utt_pad_proportion=0.06172, over 9595.84 utterances.], batch size: 42, lr: 3.02e-04
2022-08-28 16:01:30,917 INFO [train.py:927] (4/8) Epoch 13, batch 200, giga_loss[loss=0.1527, simple_loss=0.2363, pruned_loss=0.03448, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06674, over 211.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.2674, pruned_loss=0.04917, over 1565574.15 frames. utt_duration=523.3 frames, utt_pad_proportion=0.0627, over 12000.51 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2953, pruned_loss=0.05355, over 179140.70 frames. utt_duration=1073 frames, utt_pad_proportion=0.1326, over 668.49 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2658, pruned_loss=0.04909, over 1494665.86 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06071, over 11949.29 utterances.], batch size: 211, lr: 3.02e-04
2022-08-28 16:03:11,506 INFO [train.py:927] (4/8) Epoch 13, batch 250, libri_loss[loss=0.1947, simple_loss=0.2887, pruned_loss=0.05036, over 12452.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006041, over 35.00 utterances.], tot_loss[loss=0.1781, simple_loss=0.2622, pruned_loss=0.04703, over 1767136.64 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05629, over 12686.82 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2898, pruned_loss=0.0524, over 235529.54 frames. utt_duration=1157 frames, utt_pad_proportion=0.1074, over 815.38 utterances.], giga_tot_loss[loss=0.1771, simple_loss=0.2605, pruned_loss=0.04686, over 1692928.08 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05541, over 12767.53 utterances.], batch size: 35, lr: 3.02e-04
2022-08-28 16:04:55,202 INFO [train.py:927] (4/8) Epoch 13, batch 300, libri_loss[loss=0.1813, simple_loss=0.2794, pruned_loss=0.04156, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006221, over 32.00 utterances.], tot_loss[loss=0.1741, simple_loss=0.2581, pruned_loss=0.04507, over 1923888.67 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06, over 14234.12 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2917, pruned_loss=0.05223, over 268900.52 frames. utt_duration=1183 frames, utt_pad_proportion=0.09554, over 910.64 utterances.], giga_tot_loss[loss=0.1727, simple_loss=0.2559, pruned_loss=0.04477, over 1856967.96 frames. utt_duration=517.4 frames, utt_pad_proportion=0.05976, over 14398.01 utterances.], batch size: 32, lr: 3.02e-04
2022-08-28 16:06:36,164 INFO [train.py:927] (4/8) Epoch 13, batch 350, giga_loss[loss=0.153, simple_loss=0.24, pruned_loss=0.03306, over 12334.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.04069, over 31.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.2546, pruned_loss=0.04361, over 2046064.12 frames. utt_duration=551.7 frames, utt_pad_proportion=0.0596, over 14876.19 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2913, pruned_loss=0.0527, over 312608.75 frames. utt_duration=1207 frames, utt_pad_proportion=0.08338, over 1037.43 utterances.], giga_tot_loss[loss=0.1692, simple_loss=0.2521, pruned_loss=0.04311, over 1984340.17 frames. utt_duration=525.8 frames, utt_pad_proportion=0.05987, over 15139.01 utterances.], batch size: 31, lr: 3.02e-04
2022-08-28 16:08:17,436 INFO [train.py:927] (4/8) Epoch 13, batch 400, giga_loss[loss=0.1565, simple_loss=0.2341, pruned_loss=0.03943, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02707, over 48.00 utterances.], tot_loss[loss=0.168, simple_loss=0.2511, pruned_loss=0.04242, over 2140074.65 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05699, over 14891.68 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.288, pruned_loss=0.05215, over 376285.12 frames. utt_duration=1230 frames, utt_pad_proportion=0.07568, over 1224.97 utterances.], giga_tot_loss[loss=0.166, simple_loss=0.2484, pruned_loss=0.04176, over 2080715.57 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05749, over 15311.08 utterances.], batch size: 48, lr: 3.02e-04
2022-08-28 16:09:59,917 INFO [train.py:927] (4/8) Epoch 13, batch 450, giga_loss[loss=0.2035, simple_loss=0.287, pruned_loss=0.06001, over 12411.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03764, over 113.00 utterances.], tot_loss[loss=0.1664, simple_loss=0.2486, pruned_loss=0.0421, over 2214029.39 frames. utt_duration=537.9 frames, utt_pad_proportion=0.068, over 16511.51 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2901, pruned_loss=0.05363, over 407579.30 frames. utt_duration=1169 frames, utt_pad_proportion=0.09305, over 1396.74 utterances.], giga_tot_loss[loss=0.164, simple_loss=0.2456, pruned_loss=0.04118, over 2163226.21 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06665, over 16882.09 utterances.], batch size: 113, lr: 3.02e-04
2022-08-28 16:11:42,049 INFO [train.py:927] (4/8) Epoch 13, batch 500, giga_loss[loss=0.2233, simple_loss=0.3137, pruned_loss=0.06638, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04123, over 113.00 utterances.], tot_loss[loss=0.176, simple_loss=0.2589, pruned_loss=0.04654, over 2272095.13 frames. utt_duration=526 frames, utt_pad_proportion=0.06984, over 17327.95 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.29, pruned_loss=0.05357, over 458635.77 frames. utt_duration=1182 frames, utt_pad_proportion=0.08437, over 1554.30 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2558, pruned_loss=0.04569, over 2226517.89 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06929, over 17841.45 utterances.], batch size: 113, lr: 3.02e-04
2022-08-28 16:13:24,937 INFO [train.py:927] (4/8) Epoch 13, batch 550, giga_loss[loss=0.2259, simple_loss=0.3067, pruned_loss=0.0726, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03156, over 104.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.2704, pruned_loss=0.05159, over 2316749.59 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06671, over 17350.03 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2892, pruned_loss=0.05387, over 527793.06 frames. utt_duration=1211 frames, utt_pad_proportion=0.07386, over 1744.81 utterances.], giga_tot_loss[loss=0.1846, simple_loss=0.2675, pruned_loss=0.0508, over 2274685.56 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06705, over 18075.88 utterances.], batch size: 104, lr: 3.02e-04
2022-08-28 16:15:07,515 INFO [train.py:927] (4/8) Epoch 13, batch 600, giga_loss[loss=0.2018, simple_loss=0.2949, pruned_loss=0.05435, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03428, over 86.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2757, pruned_loss=0.0526, over 2351459.38 frames. utt_duration=526.3 frames, utt_pad_proportion=0.074, over 17923.03 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2896, pruned_loss=0.05438, over 575667.32 frames. utt_duration=1172 frames, utt_pad_proportion=0.08562, over 1967.96 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.273, pruned_loss=0.05184, over 2315029.36 frames. utt_duration=498.1 frames, utt_pad_proportion=0.0729, over 18646.24 utterances.], batch size: 86, lr: 3.02e-04
2022-08-28 16:16:48,267 INFO [train.py:927] (4/8) Epoch 13, batch 650, giga_loss[loss=0.191, simple_loss=0.2697, pruned_loss=0.05613, over 12371.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04467, over 34.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2799, pruned_loss=0.05396, over 2379148.76 frames. utt_duration=513.4 frames, utt_pad_proportion=0.073, over 18592.29 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2886, pruned_loss=0.05393, over 603758.26 frames. utt_duration=1189 frames, utt_pad_proportion=0.08188, over 2034.11 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.278, pruned_loss=0.05347, over 2349132.32 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0725, over 19325.90 utterances.], batch size: 34, lr: 3.02e-04
2022-08-28 16:18:30,467 INFO [train.py:927] (4/8) Epoch 13, batch 700, giga_loss[loss=0.1879, simple_loss=0.2772, pruned_loss=0.04925, over 12050.00 frames. utt_duration=1930 frames, utt_pad_proportion=0.03458, over 25.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2854, pruned_loss=0.05709, over 2399642.90 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07666, over 19481.97 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2895, pruned_loss=0.05378, over 631652.76 frames. utt_duration=1200 frames, utt_pad_proportion=0.07819, over 2108.26 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2836, pruned_loss=0.0568, over 2374799.80 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07649, over 20228.62 utterances.], batch size: 25, lr: 3.02e-04
2022-08-28 16:20:13,347 INFO [train.py:927] (4/8) Epoch 13, batch 750, giga_loss[loss=0.2311, simple_loss=0.3121, pruned_loss=0.07504, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03675, over 40.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2895, pruned_loss=0.05819, over 2416623.84 frames. utt_duration=517.1 frames, utt_pad_proportion=0.07552, over 18746.30 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2926, pruned_loss=0.05589, over 695165.26 frames. utt_duration=1136 frames, utt_pad_proportion=0.09718, over 2450.21 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2872, pruned_loss=0.05754, over 2394521.73 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07325, over 19560.32 utterances.], batch size: 40, lr: 3.02e-04
2022-08-28 16:21:54,882 INFO [train.py:927] (4/8) Epoch 13, batch 800, giga_loss[loss=0.2186, simple_loss=0.3052, pruned_loss=0.06596, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03096, over 42.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2915, pruned_loss=0.05863, over 2428178.37 frames. utt_duration=533.1 frames, utt_pad_proportion=0.07539, over 18270.29 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2912, pruned_loss=0.05532, over 721774.28 frames. utt_duration=1153 frames, utt_pad_proportion=0.09387, over 2507.14 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2901, pruned_loss=0.05833, over 2409973.62 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07386, over 19085.06 utterances.], batch size: 42, lr: 3.02e-04
2022-08-28 16:23:35,606 INFO [train.py:927] (4/8) Epoch 13, batch 850, giga_loss[loss=0.2086, simple_loss=0.2961, pruned_loss=0.06061, over 12435.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2922, pruned_loss=0.0577, over 2437509.07 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06877, over 17299.40 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2917, pruned_loss=0.05555, over 747918.57 frames. utt_duration=1162 frames, utt_pad_proportion=0.09022, over 2577.18 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05743, over 2422583.85 frames. utt_duration=537.3 frames, utt_pad_proportion=0.0681, over 18085.73 utterances.], batch size: 80, lr: 3.02e-04
2022-08-28 16:25:18,659 INFO [train.py:927] (4/8) Epoch 13, batch 900, libri_loss[loss=0.2099, simple_loss=0.3033, pruned_loss=0.05824, over 12402.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02457, over 43.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05804, over 2445252.94 frames. utt_duration=566.5 frames, utt_pad_proportion=0.07229, over 17310.86 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.29, pruned_loss=0.05467, over 807087.93 frames. utt_duration=1185 frames, utt_pad_proportion=0.08334, over 2726.91 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05816, over 2432512.79 frames. utt_duration=533.7 frames, utt_pad_proportion=0.07237, over 18281.83 utterances.], batch size: 43, lr: 3.02e-04
2022-08-28 16:27:00,720 INFO [train.py:927] (4/8) Epoch 13, batch 950, giga_loss[loss=0.2113, simple_loss=0.2933, pruned_loss=0.06464, over 12285.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2945, pruned_loss=0.06018, over 2451437.30 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06772, over 17286.05 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2893, pruned_loss=0.05468, over 856227.64 frames. utt_duration=1203 frames, utt_pad_proportion=0.07853, over 2851.69 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2945, pruned_loss=0.06041, over 2440756.43 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06853, over 18344.47 utterances.], batch size: 54, lr: 3.02e-04
2022-08-28 16:28:41,580 INFO [train.py:927] (4/8) Epoch 13, batch 1000, giga_loss[loss=0.2088, simple_loss=0.2996, pruned_loss=0.05897, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2952, pruned_loss=0.0618, over 2456317.39 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06358, over 17143.96 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.29, pruned_loss=0.05557, over 911961.30 frames. utt_duration=1210 frames, utt_pad_proportion=0.07509, over 3017.35 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2952, pruned_loss=0.06193, over 2447114.45 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06482, over 18308.18 utterances.], batch size: 146, lr: 3.02e-04
2022-08-28 16:30:24,007 INFO [train.py:927] (4/8) Epoch 13, batch 1050, giga_loss[loss=0.1861, simple_loss=0.277, pruned_loss=0.0476, over 12392.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02932, over 58.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2943, pruned_loss=0.06204, over 2459895.75 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06695, over 17161.60 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2885, pruned_loss=0.05491, over 965771.87 frames. utt_duration=1223 frames, utt_pad_proportion=0.07126, over 3161.81 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.295, pruned_loss=0.0626, over 2452029.66 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06827, over 18424.71 utterances.], batch size: 58, lr: 3.02e-04
2022-08-28 16:32:10,003 INFO [train.py:927] (4/8) Epoch 13, batch 1100, giga_loss[loss=0.1713, simple_loss=0.2548, pruned_loss=0.04388, over 12277.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02667, over 54.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2929, pruned_loss=0.06114, over 2463020.65 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06491, over 17112.68 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2881, pruned_loss=0.05455, over 1002931.44 frames. utt_duration=1221 frames, utt_pad_proportion=0.07032, over 3288.58 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2937, pruned_loss=0.06186, over 2456627.83 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06615, over 18310.39 utterances.], batch size: 54, lr: 3.02e-04
2022-08-28 16:33:54,600 INFO [train.py:927] (4/8) Epoch 13, batch 1150, giga_loss[loss=0.1912, simple_loss=0.282, pruned_loss=0.05016, over 12243.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03031, over 45.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2887, pruned_loss=0.05943, over 2466070.53 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06641, over 18133.69 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05414, over 1032422.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06805, over 3362.34 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2896, pruned_loss=0.06025, over 2460562.58 frames. utt_duration=512 frames, utt_pad_proportion=0.06759, over 19280.20 utterances.], batch size: 45, lr: 3.02e-04
2022-08-28 16:35:36,930 INFO [train.py:927] (4/8) Epoch 13, batch 1200, giga_loss[loss=0.2159, simple_loss=0.2864, pruned_loss=0.07268, over 12364.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1124, over 260.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.286, pruned_loss=0.05877, over 2467819.67 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06948, over 19156.94 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05363, over 1088831.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.06602, over 3511.87 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2871, pruned_loss=0.05981, over 2463343.43 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07056, over 20521.03 utterances.], batch size: 260, lr: 3.01e-04
2022-08-28 16:37:18,837 INFO [train.py:927] (4/8) Epoch 13, batch 1250, giga_loss[loss=0.198, simple_loss=0.2772, pruned_loss=0.05936, over 12306.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04161, over 26.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2858, pruned_loss=0.05867, over 2468823.95 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06751, over 18703.95 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2869, pruned_loss=0.05379, over 1129706.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.06385, over 3652.39 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2864, pruned_loss=0.05958, over 2465259.26 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06893, over 20086.33 utterances.], batch size: 26, lr: 3.01e-04
2022-08-28 16:39:00,195 INFO [train.py:927] (4/8) Epoch 13, batch 1300, giga_loss[loss=0.2055, simple_loss=0.2907, pruned_loss=0.06015, over 12444.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2829, pruned_loss=0.05749, over 2469465.95 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06474, over 17793.97 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05343, over 1162042.61 frames. utt_duration=1255 frames, utt_pad_proportion=0.062, over 3709.51 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2837, pruned_loss=0.05846, over 2467386.24 frames. utt_duration=516 frames, utt_pad_proportion=0.06647, over 19183.39 utterances.], batch size: 123, lr: 3.01e-04
2022-08-28 16:40:42,990 INFO [train.py:927] (4/8) Epoch 13, batch 1350, giga_loss[loss=0.1716, simple_loss=0.2601, pruned_loss=0.04156, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02673, over 70.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2798, pruned_loss=0.05572, over 2470173.86 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05946, over 16913.98 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2878, pruned_loss=0.05367, over 1181625.83 frames. utt_duration=1252 frames, utt_pad_proportion=0.06101, over 3779.45 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2796, pruned_loss=0.05641, over 2468465.58 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06142, over 18138.73 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 16:42:20,927 INFO [train.py:927] (4/8) Epoch 13, batch 1400, giga_loss[loss=0.1964, simple_loss=0.2725, pruned_loss=0.06015, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03048, over 45.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2781, pruned_loss=0.05536, over 2470213.52 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05851, over 16257.73 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2878, pruned_loss=0.05387, over 1256715.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.05628, over 3985.82 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2775, pruned_loss=0.05595, over 2468957.20 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06111, over 17765.93 utterances.], batch size: 45, lr: 3.01e-04
2022-08-28 16:44:05,912 INFO [train.py:927] (4/8) Epoch 13, batch 1450, giga_loss[loss=0.1716, simple_loss=0.2584, pruned_loss=0.04239, over 12367.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2744, pruned_loss=0.05408, over 2470655.70 frames. utt_duration=631.5 frames, utt_pad_proportion=0.0542, over 15686.68 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2873, pruned_loss=0.05369, over 1268690.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05555, over 4005.93 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.274, pruned_loss=0.05463, over 2469785.88 frames. utt_duration=584 frames, utt_pad_proportion=0.05681, over 16959.98 utterances.], batch size: 91, lr: 3.01e-04
2022-08-28 16:45:47,475 INFO [train.py:927] (4/8) Epoch 13, batch 1500, giga_loss[loss=0.163, simple_loss=0.2435, pruned_loss=0.04125, over 12327.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04481, over 26.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2724, pruned_loss=0.05319, over 2471126.12 frames. utt_duration=629 frames, utt_pad_proportion=0.0542, over 15751.28 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05317, over 1298288.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.05367, over 4065.21 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2724, pruned_loss=0.05386, over 2470574.27 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05671, over 16986.22 utterances.], batch size: 26, lr: 3.01e-04
2022-08-28 16:47:31,374 INFO [train.py:927] (4/8) Epoch 13, batch 1550, giga_loss[loss=0.1915, simple_loss=0.278, pruned_loss=0.05248, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0311, over 86.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2744, pruned_loss=0.0542, over 2472230.51 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05815, over 16132.71 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.0534, over 1327315.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.06087, over 4230.50 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2738, pruned_loss=0.05463, over 2471821.57 frames. utt_duration=575 frames, utt_pad_proportion=0.05833, over 17240.09 utterances.], batch size: 86, lr: 3.01e-04
2022-08-28 16:49:13,992 INFO [train.py:927] (4/8) Epoch 13, batch 1600, giga_loss[loss=0.2775, simple_loss=0.3503, pruned_loss=0.1023, over 12372.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07963, over 213.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2801, pruned_loss=0.05718, over 2472584.45 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05921, over 16884.19 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05322, over 1350214.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05912, over 4284.49 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2796, pruned_loss=0.05764, over 2472099.39 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05966, over 17925.68 utterances.], batch size: 213, lr: 3.01e-04
2022-08-28 16:50:56,574 INFO [train.py:927] (4/8) Epoch 13, batch 1650, giga_loss[loss=0.2025, simple_loss=0.2924, pruned_loss=0.05636, over 12282.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03718, over 51.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2845, pruned_loss=0.0592, over 2472702.06 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06305, over 17278.89 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05298, over 1400193.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05737, over 4442.67 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2842, pruned_loss=0.05988, over 2471893.94 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06359, over 18481.79 utterances.], batch size: 51, lr: 3.01e-04
2022-08-28 16:52:39,615 INFO [train.py:927] (4/8) Epoch 13, batch 1700, giga_loss[loss=0.2504, simple_loss=0.3342, pruned_loss=0.08329, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03856, over 133.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2906, pruned_loss=0.06161, over 2472676.34 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06736, over 18186.12 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05295, over 1421376.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05627, over 4510.40 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2905, pruned_loss=0.06232, over 2472139.09 frames. utt_duration=513 frames, utt_pad_proportion=0.06784, over 19331.21 utterances.], batch size: 133, lr: 3.01e-04
2022-08-28 16:54:19,711 INFO [train.py:927] (4/8) Epoch 13, batch 1750, giga_loss[loss=0.1887, simple_loss=0.2881, pruned_loss=0.04468, over 12414.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02377, over 66.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2941, pruned_loss=0.06192, over 2474217.70 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06364, over 18053.74 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.05333, over 1447782.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.06165, over 4667.96 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2939, pruned_loss=0.06249, over 2473449.52 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06307, over 19132.47 utterances.], batch size: 66, lr: 3.01e-04
2022-08-28 16:56:00,645 INFO [train.py:927] (4/8) Epoch 13, batch 1800, giga_loss[loss=0.2143, simple_loss=0.3074, pruned_loss=0.06064, over 12360.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2917, pruned_loss=0.05954, over 2473946.99 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05925, over 17451.97 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.05294, over 1477957.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.05944, over 4739.13 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.292, pruned_loss=0.06039, over 2473520.21 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05952, over 18589.00 utterances.], batch size: 85, lr: 3.01e-04
2022-08-28 16:57:44,042 INFO [train.py:927] (4/8) Epoch 13, batch 1850, giga_loss[loss=0.1885, simple_loss=0.2826, pruned_loss=0.04724, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02579, over 48.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2927, pruned_loss=0.05988, over 2474219.44 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05871, over 17589.25 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.05302, over 1497926.03 frames. utt_duration=1253 frames, utt_pad_proportion=0.05792, over 4788.03 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2929, pruned_loss=0.06063, over 2473694.43 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05927, over 18670.32 utterances.], batch size: 48, lr: 3.01e-04
2022-08-28 16:59:26,604 INFO [train.py:927] (4/8) Epoch 13, batch 1900, giga_loss[loss=0.1921, simple_loss=0.2777, pruned_loss=0.05323, over 12287.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03097, over 28.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.294, pruned_loss=0.06086, over 2473552.80 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05959, over 17738.26 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.285, pruned_loss=0.0527, over 1517432.94 frames. utt_duration=1262 frames, utt_pad_proportion=0.05664, over 4817.05 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2947, pruned_loss=0.06178, over 2473007.21 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06028, over 18806.53 utterances.], batch size: 28, lr: 3.01e-04
2022-08-28 17:01:11,138 INFO [train.py:927] (4/8) Epoch 13, batch 1950, giga_loss[loss=0.2253, simple_loss=0.3102, pruned_loss=0.07018, over 12393.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2951, pruned_loss=0.06142, over 2474176.84 frames. utt_duration=566 frames, utt_pad_proportion=0.05831, over 17532.02 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2848, pruned_loss=0.05253, over 1550924.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.05438, over 4913.89 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2961, pruned_loss=0.06251, over 2473266.06 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05953, over 18709.96 utterances.], batch size: 51, lr: 3.01e-04
2022-08-28 17:02:53,972 INFO [train.py:927] (4/8) Epoch 13, batch 2000, giga_loss[loss=0.2311, simple_loss=0.3177, pruned_loss=0.07219, over 12350.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03034, over 85.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2962, pruned_loss=0.06291, over 2474055.14 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05899, over 17534.03 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2843, pruned_loss=0.05243, over 1568570.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.05328, over 4952.22 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2975, pruned_loss=0.06399, over 2473897.38 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06018, over 18647.25 utterances.], batch size: 85, lr: 3.01e-04
2022-08-28 17:04:34,087 INFO [train.py:927] (4/8) Epoch 13, batch 2050, giga_loss[loss=0.2241, simple_loss=0.3127, pruned_loss=0.06773, over 12360.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.0357, over 132.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2991, pruned_loss=0.06404, over 2473943.12 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05761, over 17548.15 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2844, pruned_loss=0.0525, over 1591157.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05166, over 5002.97 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3003, pruned_loss=0.06511, over 2473627.17 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05907, over 18674.83 utterances.], batch size: 132, lr: 3.01e-04
2022-08-28 17:06:16,214 INFO [train.py:927] (4/8) Epoch 13, batch 2100, giga_loss[loss=0.2176, simple_loss=0.3068, pruned_loss=0.06424, over 12408.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02545, over 91.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3004, pruned_loss=0.06549, over 2473212.44 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05992, over 17334.26 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2845, pruned_loss=0.05244, over 1625335.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.04955, over 5079.22 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3019, pruned_loss=0.06683, over 2473417.74 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06157, over 18628.96 utterances.], batch size: 91, lr: 3.01e-04
2022-08-28 17:07:59,863 INFO [train.py:927] (4/8) Epoch 13, batch 2150, giga_loss[loss=0.201, simple_loss=0.2865, pruned_loss=0.05774, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03435, over 62.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2989, pruned_loss=0.06517, over 2473403.93 frames. utt_duration=572 frames, utt_pad_proportion=0.06226, over 17343.41 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2837, pruned_loss=0.05226, over 1638021.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.04879, over 5094.97 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3007, pruned_loss=0.06649, over 2473536.96 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06363, over 18501.05 utterances.], batch size: 62, lr: 3.01e-04
2022-08-28 17:09:43,494 INFO [train.py:927] (4/8) Epoch 13, batch 2200, giga_loss[loss=0.2657, simple_loss=0.3443, pruned_loss=0.09359, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05169, over 161.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2985, pruned_loss=0.06518, over 2473529.14 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05804, over 16613.01 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.283, pruned_loss=0.05205, over 1666720.57 frames. utt_duration=1298 frames, utt_pad_proportion=0.04703, over 5141.05 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3009, pruned_loss=0.0668, over 2473694.87 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06003, over 17883.27 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 17:11:26,621 INFO [train.py:927] (4/8) Epoch 13, batch 2250, giga_loss[loss=0.2195, simple_loss=0.3056, pruned_loss=0.06666, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03898, over 113.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2985, pruned_loss=0.06486, over 2472417.87 frames. utt_duration=600 frames, utt_pad_proportion=0.06072, over 16524.09 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2824, pruned_loss=0.05186, over 1686659.57 frames. utt_duration=1307 frames, utt_pad_proportion=0.04583, over 5169.25 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3012, pruned_loss=0.06656, over 2472595.23 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06256, over 17763.43 utterances.], batch size: 113, lr: 3.01e-04
2022-08-28 17:13:18,710 INFO [train.py:927] (4/8) Epoch 13, batch 2300, giga_loss[loss=0.1925, simple_loss=0.2855, pruned_loss=0.04978, over 12431.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04272, over 31.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2982, pruned_loss=0.06461, over 2472487.98 frames. utt_duration=624.8 frames, utt_pad_proportion=0.05801, over 15866.50 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.282, pruned_loss=0.05167, over 1717279.69 frames. utt_duration=1316 frames, utt_pad_proportion=0.04425, over 5224.35 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3012, pruned_loss=0.0666, over 2472894.54 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06036, over 17233.80 utterances.], batch size: 31, lr: 3.01e-04
2022-08-28 17:15:02,897 INFO [train.py:927] (4/8) Epoch 13, batch 2350, giga_loss[loss=0.1948, simple_loss=0.2727, pruned_loss=0.05846, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.296, pruned_loss=0.06342, over 2472043.58 frames. utt_duration=642.4 frames, utt_pad_proportion=0.05743, over 15428.19 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2822, pruned_loss=0.05165, over 1728782.85 frames. utt_duration=1315 frames, utt_pad_proportion=0.04356, over 5262.81 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2984, pruned_loss=0.06516, over 2472172.47 frames. utt_duration=597 frames, utt_pad_proportion=0.05965, over 16604.61 utterances.], batch size: 39, lr: 3.01e-04
2022-08-28 17:16:47,271 INFO [train.py:927] (4/8) Epoch 13, batch 2400, giga_loss[loss=0.2374, simple_loss=0.3083, pruned_loss=0.08327, over 12410.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03395, over 80.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2934, pruned_loss=0.0622, over 2471703.84 frames. utt_duration=632.7 frames, utt_pad_proportion=0.06011, over 15664.51 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2819, pruned_loss=0.0516, over 1743210.82 frames. utt_duration=1323 frames, utt_pad_proportion=0.04286, over 5277.44 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2958, pruned_loss=0.06381, over 2472111.34 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06203, over 16781.46 utterances.], batch size: 80, lr: 3.01e-04
2022-08-28 17:18:29,748 INFO [train.py:927] (4/8) Epoch 13, batch 2450, giga_loss[loss=0.1757, simple_loss=0.2653, pruned_loss=0.04302, over 12040.00 frames. utt_duration=1928 frames, utt_pad_proportion=0.03487, over 25.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2911, pruned_loss=0.06093, over 2471560.86 frames. utt_duration=636.4 frames, utt_pad_proportion=0.06285, over 15571.73 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2829, pruned_loss=0.05206, over 1764980.55 frames. utt_duration=1281 frames, utt_pad_proportion=0.05541, over 5518.20 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2927, pruned_loss=0.06218, over 2471707.80 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06084, over 16522.45 utterances.], batch size: 25, lr: 3.01e-04
2022-08-28 17:20:12,380 INFO [train.py:927] (4/8) Epoch 13, batch 2500, giga_loss[loss=0.2018, simple_loss=0.2761, pruned_loss=0.06371, over 12368.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04496, over 34.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2886, pruned_loss=0.05983, over 2472374.32 frames. utt_duration=640.8 frames, utt_pad_proportion=0.05933, over 15469.84 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.283, pruned_loss=0.05204, over 1789178.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.05435, over 5594.31 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.29, pruned_loss=0.06112, over 2472647.30 frames. utt_duration=601.5 frames, utt_pad_proportion=0.0583, over 16483.16 utterances.], batch size: 34, lr: 3.01e-04
2022-08-28 17:21:55,112 INFO [train.py:927] (4/8) Epoch 13, batch 2550, giga_loss[loss=0.1871, simple_loss=0.2663, pruned_loss=0.05395, over 12311.00 frames. utt_duration=1590 frames, utt_pad_proportion=0.04552, over 31.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2861, pruned_loss=0.059, over 2472815.59 frames. utt_duration=621.7 frames, utt_pad_proportion=0.06044, over 15949.29 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2832, pruned_loss=0.05219, over 1802865.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.05326, over 5623.13 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2871, pruned_loss=0.06007, over 2472929.63 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05996, over 16917.47 utterances.], batch size: 31, lr: 3.01e-04
2022-08-28 17:23:38,779 INFO [train.py:927] (4/8) Epoch 13, batch 2600, giga_loss[loss=0.2026, simple_loss=0.293, pruned_loss=0.05615, over 12337.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 97.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2868, pruned_loss=0.05901, over 2472575.59 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05932, over 16678.03 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2832, pruned_loss=0.05213, over 1805974.80 frames. utt_duration=1285 frames, utt_pad_proportion=0.053, over 5627.02 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2876, pruned_loss=0.05992, over 2472895.72 frames. utt_duration=567.2 frames, utt_pad_proportion=0.0591, over 17484.44 utterances.], batch size: 97, lr: 3.01e-04
2022-08-28 17:25:22,216 INFO [train.py:927] (4/8) Epoch 13, batch 2650, giga_loss[loss=0.1667, simple_loss=0.2686, pruned_loss=0.03237, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02828, over 70.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2874, pruned_loss=0.05836, over 2473150.34 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06183, over 17498.06 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2833, pruned_loss=0.05213, over 1815780.68 frames. utt_duration=1287 frames, utt_pad_proportion=0.05253, over 5648.60 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2881, pruned_loss=0.05916, over 2473522.56 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06173, over 18260.15 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 17:27:05,189 INFO [train.py:927] (4/8) Epoch 13, batch 2700, giga_loss[loss=0.2004, simple_loss=0.2885, pruned_loss=0.05612, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03633, over 37.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2865, pruned_loss=0.05732, over 2474386.92 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05911, over 17907.76 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2831, pruned_loss=0.05199, over 1822331.32 frames. utt_duration=1290 frames, utt_pad_proportion=0.05202, over 5656.10 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2872, pruned_loss=0.05809, over 2474693.63 frames. utt_duration=533.5 frames, utt_pad_proportion=0.05929, over 18606.61 utterances.], batch size: 37, lr: 3.01e-04
2022-08-28 17:28:48,664 INFO [train.py:927] (4/8) Epoch 13, batch 2750, giga_loss[loss=0.1912, simple_loss=0.275, pruned_loss=0.05366, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03269, over 80.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2859, pruned_loss=0.05707, over 2474329.00 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06047, over 17773.18 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2831, pruned_loss=0.05188, over 1841460.54 frames. utt_duration=1296 frames, utt_pad_proportion=0.05067, over 5691.91 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2866, pruned_loss=0.05791, over 2474732.77 frames. utt_duration=533 frames, utt_pad_proportion=0.061, over 18623.77 utterances.], batch size: 80, lr: 3.01e-04
2022-08-28 17:30:29,696 INFO [train.py:927] (4/8) Epoch 13, batch 2800, giga_loss[loss=0.1877, simple_loss=0.283, pruned_loss=0.04619, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02652, over 48.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2876, pruned_loss=0.05792, over 2473611.39 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06062, over 17310.62 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2832, pruned_loss=0.05195, over 1857004.96 frames. utt_duration=1297 frames, utt_pad_proportion=0.04985, over 5734.06 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2881, pruned_loss=0.05867, over 2474034.16 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06138, over 18224.65 utterances.], batch size: 48, lr: 3.01e-04
2022-08-28 17:32:11,544 INFO [train.py:927] (4/8) Epoch 13, batch 2850, giga_loss[loss=0.2253, simple_loss=0.3087, pruned_loss=0.07094, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05163, over 161.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2897, pruned_loss=0.0587, over 2473387.89 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05892, over 16905.50 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2837, pruned_loss=0.0522, over 1875347.39 frames. utt_duration=1299 frames, utt_pad_proportion=0.04851, over 5783.29 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.29, pruned_loss=0.0593, over 2473644.95 frames. utt_duration=554 frames, utt_pad_proportion=0.06017, over 17910.45 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 17:33:56,265 INFO [train.py:927] (4/8) Epoch 13, batch 2900, giga_loss[loss=0.188, simple_loss=0.28, pruned_loss=0.048, over 12394.00 frames. utt_duration=801.3 frames, utt_pad_proportion=0.02991, over 62.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2907, pruned_loss=0.05853, over 2474043.96 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05416, over 16491.32 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.284, pruned_loss=0.05236, over 1883857.44 frames. utt_duration=1300 frames, utt_pad_proportion=0.04776, over 5803.47 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2908, pruned_loss=0.05899, over 2474632.21 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05567, over 17416.23 utterances.], batch size: 62, lr: 3.01e-04
2022-08-28 17:35:38,150 INFO [train.py:927] (4/8) Epoch 13, batch 2950, giga_loss[loss=0.1824, simple_loss=0.276, pruned_loss=0.04441, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2903, pruned_loss=0.05859, over 2473459.68 frames. utt_duration=612.5 frames, utt_pad_proportion=0.0508, over 16194.14 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2844, pruned_loss=0.0526, over 1889600.75 frames. utt_duration=1300 frames, utt_pad_proportion=0.0473, over 5820.41 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2901, pruned_loss=0.05885, over 2474051.30 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05234, over 17001.60 utterances.], batch size: 55, lr: 3.01e-04
2022-08-28 17:37:19,988 INFO [train.py:927] (4/8) Epoch 13, batch 3000, giga_loss[loss=0.1911, simple_loss=0.2684, pruned_loss=0.05684, over 12133.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04194, over 33.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2885, pruned_loss=0.05769, over 2472724.61 frames. utt_duration=611.2 frames, utt_pad_proportion=0.0475, over 16222.79 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2852, pruned_loss=0.05272, over 1898109.24 frames. utt_duration=1303 frames, utt_pad_proportion=0.0466, over 5833.03 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2879, pruned_loss=0.05789, over 2473355.28 frames. utt_duration=583.9 frames, utt_pad_proportion=0.04907, over 16988.59 utterances.], batch size: 33, lr: 3.01e-04
2022-08-28 17:37:19,990 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 17:37:33,327 INFO [train.py:967] (4/8) 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 17:39:11,080 INFO [train.py:927] (4/8) Epoch 13, batch 3050, giga_loss[loss=0.2232, simple_loss=0.3226, pruned_loss=0.06188, over 12362.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03985, over 145.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2895, pruned_loss=0.05784, over 2472392.30 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05126, over 16694.33 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2854, pruned_loss=0.05286, over 1911938.69 frames. utt_duration=1304 frames, utt_pad_proportion=0.04566, over 5871.92 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.289, pruned_loss=0.05801, over 2473231.63 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05269, over 17516.25 utterances.], batch size: 145, lr: 3.01e-04
2022-08-28 17:40:49,503 INFO [train.py:927] (4/8) Epoch 13, batch 3100, giga_loss[loss=0.1982, simple_loss=0.2893, pruned_loss=0.05349, over 12419.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2902, pruned_loss=0.05847, over 2472363.07 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05341, over 17412.22 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2852, pruned_loss=0.05289, over 1922828.78 frames. utt_duration=1306 frames, utt_pad_proportion=0.04499, over 5894.42 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.29, pruned_loss=0.05869, over 2473252.13 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05464, over 18250.28 utterances.], batch size: 146, lr: 3.01e-04
2022-08-28 17:42:30,380 INFO [train.py:927] (4/8) Epoch 13, batch 3150, giga_loss[loss=0.1886, simple_loss=0.2836, pruned_loss=0.04681, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2888, pruned_loss=0.05898, over 2472454.43 frames. utt_duration=558.1 frames, utt_pad_proportion=0.059, over 17769.05 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2849, pruned_loss=0.05308, over 1944629.10 frames. utt_duration=1296 frames, utt_pad_proportion=0.04958, over 6010.83 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2891, pruned_loss=0.05924, over 2473006.35 frames. utt_duration=528.7 frames, utt_pad_proportion=0.05866, over 18763.84 utterances.], batch size: 133, lr: 3.01e-04
2022-08-28 17:44:07,552 INFO [train.py:927] (4/8) Epoch 13, batch 3200, giga_loss[loss=0.1985, simple_loss=0.2904, pruned_loss=0.05325, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2874, pruned_loss=0.05903, over 2472164.79 frames. utt_duration=559.3 frames, utt_pad_proportion=0.0595, over 17727.40 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2852, pruned_loss=0.05308, over 1962760.62 frames. utt_duration=1299 frames, utt_pad_proportion=0.04789, over 6051.77 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2875, pruned_loss=0.05944, over 2472680.38 frames. utt_duration=525.9 frames, utt_pad_proportion=0.05979, over 18860.96 utterances.], batch size: 146, lr: 3.01e-04
2022-08-28 17:45:48,911 INFO [train.py:927] (4/8) Epoch 13, batch 3250, giga_loss[loss=0.1648, simple_loss=0.2535, pruned_loss=0.03808, over 12387.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02677, over 70.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.285, pruned_loss=0.05803, over 2473179.92 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05676, over 17364.73 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2853, pruned_loss=0.05323, over 1980474.61 frames. utt_duration=1300 frames, utt_pad_proportion=0.04671, over 6102.89 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2851, pruned_loss=0.05842, over 2473478.43 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05762, over 18600.49 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 17:47:29,233 INFO [train.py:927] (4/8) Epoch 13, batch 3300, giga_loss[loss=0.1771, simple_loss=0.2667, pruned_loss=0.04378, over 12437.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2815, pruned_loss=0.05645, over 2473735.06 frames. utt_duration=587.3 frames, utt_pad_proportion=0.0529, over 16891.88 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2852, pruned_loss=0.05312, over 1992718.09 frames. utt_duration=1303 frames, utt_pad_proportion=0.04569, over 6122.23 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2815, pruned_loss=0.05693, over 2473934.64 frames. utt_duration=548 frames, utt_pad_proportion=0.05423, over 18108.66 utterances.], batch size: 123, lr: 3.00e-04
2022-08-28 17:49:07,665 INFO [train.py:927] (4/8) Epoch 13, batch 3350, giga_loss[loss=0.2187, simple_loss=0.2976, pruned_loss=0.06991, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.283, pruned_loss=0.05739, over 2473220.60 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05505, over 17300.41 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2852, pruned_loss=0.05323, over 2002042.77 frames. utt_duration=1304 frames, utt_pad_proportion=0.04527, over 6147.73 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.283, pruned_loss=0.05775, over 2473568.30 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05613, over 18426.53 utterances.], batch size: 113, lr: 3.00e-04
2022-08-28 17:50:47,025 INFO [train.py:927] (4/8) Epoch 13, batch 3400, libri_loss[loss=0.1892, simple_loss=0.2882, pruned_loss=0.04507, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01296, over 40.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2848, pruned_loss=0.05768, over 2472998.07 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05288, over 16688.12 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2861, pruned_loss=0.05357, over 2016007.05 frames. utt_duration=1301 frames, utt_pad_proportion=0.04483, over 6207.71 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.284, pruned_loss=0.05783, over 2473244.73 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05415, over 17826.59 utterances.], batch size: 40, lr: 3.00e-04
2022-08-28 17:52:27,331 INFO [train.py:927] (4/8) Epoch 13, batch 3450, giga_loss[loss=0.1888, simple_loss=0.2844, pruned_loss=0.04656, over 12348.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03028, over 70.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.288, pruned_loss=0.05907, over 2474216.84 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05559, over 17638.77 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2859, pruned_loss=0.05344, over 2022722.73 frames. utt_duration=1303 frames, utt_pad_proportion=0.04421, over 6218.58 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2876, pruned_loss=0.05935, over 2474506.81 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05663, over 18672.32 utterances.], batch size: 70, lr: 3.00e-04
2022-08-28 17:54:13,073 INFO [train.py:927] (4/8) Epoch 13, batch 3500, giga_loss[loss=0.3025, simple_loss=0.354, pruned_loss=0.1255, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1077, over 259.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2925, pruned_loss=0.06229, over 2474240.62 frames. utt_duration=553.6 frames, utt_pad_proportion=0.0583, over 17925.97 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05344, over 2029348.58 frames. utt_duration=1305 frames, utt_pad_proportion=0.04375, over 6225.23 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2922, pruned_loss=0.06261, over 2474571.65 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05917, over 18887.41 utterances.], batch size: 259, lr: 3.00e-04
2022-08-28 17:56:01,160 INFO [train.py:927] (4/8) Epoch 13, batch 3550, giga_loss[loss=0.2735, simple_loss=0.3323, pruned_loss=0.1073, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1995, over 367.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3005, pruned_loss=0.06797, over 2474502.16 frames. utt_duration=508.4 frames, utt_pad_proportion=0.0718, over 19525.75 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.0535, over 2038345.78 frames. utt_duration=1307 frames, utt_pad_proportion=0.04295, over 6247.53 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3003, pruned_loss=0.06839, over 2474633.85 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07218, over 20482.39 utterances.], batch size: 367, lr: 3.00e-04
2022-08-28 17:57:44,572 INFO [train.py:927] (4/8) Epoch 13, batch 3600, giga_loss[loss=0.3459, simple_loss=0.3828, pruned_loss=0.1545, over 12361.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3086, pruned_loss=0.07398, over 2474751.57 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07438, over 20405.82 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.0536, over 2042750.17 frames. utt_duration=1304 frames, utt_pad_proportion=0.04269, over 6271.98 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3083, pruned_loss=0.0744, over 2474809.89 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07476, over 21260.56 utterances.], batch size: 260, lr: 3.00e-04
2022-08-28 17:59:26,012 INFO [train.py:927] (4/8) Epoch 13, batch 3650, giga_loss[loss=0.2355, simple_loss=0.3106, pruned_loss=0.08013, over 12307.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3113, pruned_loss=0.07605, over 2474172.88 frames. utt_duration=490.3 frames, utt_pad_proportion=0.0754, over 20244.82 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2864, pruned_loss=0.05357, over 2055479.31 frames. utt_duration=1310 frames, utt_pad_proportion=0.04175, over 6285.74 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.077, over 2474266.89 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07624, over 21311.29 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:01:09,521 INFO [train.py:927] (4/8) Epoch 13, batch 3700, giga_loss[loss=0.2703, simple_loss=0.3477, pruned_loss=0.09648, over 12401.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04326, over 146.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3145, pruned_loss=0.07921, over 2474045.24 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07634, over 20721.38 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05345, over 2065610.60 frames. utt_duration=1314 frames, utt_pad_proportion=0.04094, over 6297.53 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08062, over 2474333.02 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07743, over 21887.30 utterances.], batch size: 146, lr: 3.00e-04
2022-08-28 18:02:55,581 INFO [train.py:927] (4/8) Epoch 13, batch 3750, giga_loss[loss=0.2216, simple_loss=0.3025, pruned_loss=0.07037, over 12399.00 frames. utt_duration=974.2 frames, utt_pad_proportion=0.02874, over 51.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3183, pruned_loss=0.08268, over 2473869.88 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08012, over 21221.32 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05332, over 2077639.13 frames. utt_duration=1321 frames, utt_pad_proportion=0.03992, over 6299.58 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3206, pruned_loss=0.08465, over 2474161.78 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08123, over 22539.69 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:04:38,149 INFO [train.py:927] (4/8) Epoch 13, batch 3800, giga_loss[loss=0.234, simple_loss=0.3132, pruned_loss=0.07734, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.031, over 80.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3199, pruned_loss=0.08429, over 2473541.65 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07997, over 21413.72 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2856, pruned_loss=0.05332, over 2087051.28 frames. utt_duration=1327 frames, utt_pad_proportion=0.03911, over 6300.06 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3224, pruned_loss=0.08655, over 2474139.52 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08129, over 22808.77 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 18:06:20,951 INFO [train.py:927] (4/8) Epoch 13, batch 3850, giga_loss[loss=0.2243, simple_loss=0.2999, pruned_loss=0.07438, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03675, over 40.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3211, pruned_loss=0.08458, over 2473572.44 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07904, over 21018.54 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2851, pruned_loss=0.05305, over 2094094.07 frames. utt_duration=1332 frames, utt_pad_proportion=0.03851, over 6297.04 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3242, pruned_loss=0.08712, over 2474591.80 frames. utt_duration=443.5 frames, utt_pad_proportion=0.08051, over 22392.25 utterances.], batch size: 40, lr: 3.00e-04
2022-08-28 18:08:03,301 INFO [train.py:927] (4/8) Epoch 13, batch 3900, giga_loss[loss=0.1968, simple_loss=0.2845, pruned_loss=0.05456, over 12331.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03319, over 51.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3227, pruned_loss=0.08524, over 2474072.11 frames. utt_duration=459.3 frames, utt_pad_proportion=0.08281, over 21615.88 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05327, over 2101833.03 frames. utt_duration=1317 frames, utt_pad_proportion=0.04254, over 6388.98 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3255, pruned_loss=0.08767, over 2474691.70 frames. utt_duration=433.8 frames, utt_pad_proportion=0.083, over 22897.64 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:09:46,363 INFO [train.py:927] (4/8) Epoch 13, batch 3950, giga_loss[loss=0.2183, simple_loss=0.3106, pruned_loss=0.06296, over 12411.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02793, over 58.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3212, pruned_loss=0.08269, over 2474537.30 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07752, over 21563.42 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05343, over 2109213.97 frames. utt_duration=1315 frames, utt_pad_proportion=0.04196, over 6424.92 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3237, pruned_loss=0.08504, over 2475051.19 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07833, over 22824.63 utterances.], batch size: 58, lr: 3.00e-04
2022-08-28 18:11:30,907 INFO [train.py:927] (4/8) Epoch 13, batch 4000, libri_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.0533, over 12335.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006358, over 33.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3183, pruned_loss=0.0806, over 2474613.49 frames. utt_duration=453 frames, utt_pad_proportion=0.08148, over 21920.65 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2862, pruned_loss=0.05358, over 2116426.63 frames. utt_duration=1316 frames, utt_pad_proportion=0.0412, over 6438.28 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3207, pruned_loss=0.08288, over 2475075.26 frames. utt_duration=428.3 frames, utt_pad_proportion=0.08232, over 23193.89 utterances.], batch size: 33, lr: 3.00e-04
2022-08-28 18:13:13,033 INFO [train.py:927] (4/8) Epoch 13, batch 4050, giga_loss[loss=0.2375, simple_loss=0.3191, pruned_loss=0.0779, over 12309.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02443, over 54.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3172, pruned_loss=0.08004, over 2474755.42 frames. utt_duration=456.9 frames, utt_pad_proportion=0.0783, over 21736.71 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2861, pruned_loss=0.05365, over 2123046.94 frames. utt_duration=1321 frames, utt_pad_proportion=0.04053, over 6436.53 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3197, pruned_loss=0.08226, over 2475565.59 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07949, over 23029.92 utterances.], batch size: 54, lr: 3.00e-04
2022-08-28 18:15:03,018 INFO [train.py:927] (4/8) Epoch 13, batch 4100, libri_loss[loss=0.2053, simple_loss=0.296, pruned_loss=0.05733, over 12458.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007776, over 37.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3166, pruned_loss=0.07958, over 2474204.61 frames. utt_duration=467 frames, utt_pad_proportion=0.07859, over 21257.93 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2859, pruned_loss=0.05359, over 2130144.03 frames. utt_duration=1325 frames, utt_pad_proportion=0.03987, over 6437.86 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3194, pruned_loss=0.08188, over 2474721.89 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07993, over 22560.08 utterances.], batch size: 37, lr: 3.00e-04
2022-08-28 18:16:48,252 INFO [train.py:927] (4/8) Epoch 13, batch 4150, giga_loss[loss=0.2238, simple_loss=0.3129, pruned_loss=0.06731, over 12378.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03481, over 122.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3171, pruned_loss=0.07771, over 2474148.18 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07577, over 20928.21 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2859, pruned_loss=0.05364, over 2136809.99 frames. utt_duration=1327 frames, utt_pad_proportion=0.03917, over 6449.98 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3198, pruned_loss=0.07995, over 2474710.84 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07741, over 22221.24 utterances.], batch size: 122, lr: 3.00e-04
2022-08-28 18:18:35,175 INFO [train.py:927] (4/8) Epoch 13, batch 4200, giga_loss[loss=0.2209, simple_loss=0.307, pruned_loss=0.06743, over 12383.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02585, over 66.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3168, pruned_loss=0.07785, over 2474218.46 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07433, over 21049.23 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2859, pruned_loss=0.05368, over 2139861.34 frames. utt_duration=1328 frames, utt_pad_proportion=0.03883, over 6452.47 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3192, pruned_loss=0.07978, over 2474925.31 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07588, over 22187.54 utterances.], batch size: 66, lr: 3.00e-04
2022-08-28 18:20:23,141 INFO [train.py:927] (4/8) Epoch 13, batch 4250, libri_loss[loss=0.2027, simple_loss=0.2975, pruned_loss=0.05395, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005392, over 36.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.315, pruned_loss=0.07737, over 2474584.55 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07211, over 20790.57 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2865, pruned_loss=0.0538, over 2146712.92 frames. utt_duration=1329 frames, utt_pad_proportion=0.03818, over 6470.34 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.317, pruned_loss=0.07926, over 2474927.89 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07385, over 21946.38 utterances.], batch size: 36, lr: 3.00e-04
2022-08-28 18:22:15,461 INFO [train.py:927] (4/8) Epoch 13, batch 4300, giga_loss[loss=0.2155, simple_loss=0.3145, pruned_loss=0.05823, over 12354.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02928, over 70.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3142, pruned_loss=0.07609, over 2475038.26 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06868, over 19923.39 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2869, pruned_loss=0.05411, over 2153119.11 frames. utt_duration=1324 frames, utt_pad_proportion=0.03855, over 6512.40 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3159, pruned_loss=0.07775, over 2475397.52 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07046, over 21053.22 utterances.], batch size: 70, lr: 3.00e-04
2022-08-28 18:24:00,008 INFO [train.py:927] (4/8) Epoch 13, batch 4350, giga_loss[loss=0.2045, simple_loss=0.3043, pruned_loss=0.05232, over 12330.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03493, over 62.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3131, pruned_loss=0.07491, over 2474998.16 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07133, over 20052.79 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2869, pruned_loss=0.05407, over 2160846.36 frames. utt_duration=1326 frames, utt_pad_proportion=0.03775, over 6524.45 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3151, pruned_loss=0.07674, over 2475516.41 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07311, over 21247.06 utterances.], batch size: 62, lr: 3.00e-04
2022-08-28 18:25:46,913 INFO [train.py:927] (4/8) Epoch 13, batch 4400, giga_loss[loss=0.2358, simple_loss=0.3124, pruned_loss=0.07964, over 12389.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02793, over 85.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3105, pruned_loss=0.07358, over 2474537.09 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07467, over 20074.18 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2873, pruned_loss=0.05413, over 2166975.59 frames. utt_duration=1313 frames, utt_pad_proportion=0.042, over 6609.95 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3122, pruned_loss=0.07535, over 2475033.28 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07495, over 21195.56 utterances.], batch size: 85, lr: 3.00e-04
2022-08-28 18:27:32,138 INFO [train.py:927] (4/8) Epoch 13, batch 4450, giga_loss[loss=0.2167, simple_loss=0.285, pruned_loss=0.07415, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03903, over 28.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3098, pruned_loss=0.07432, over 2473673.40 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07911, over 20447.03 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2877, pruned_loss=0.05424, over 2173175.95 frames. utt_duration=1302 frames, utt_pad_proportion=0.0434, over 6681.92 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3112, pruned_loss=0.07597, over 2473976.53 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07905, over 21516.42 utterances.], batch size: 28, lr: 3.00e-04
2022-08-28 18:29:16,843 INFO [train.py:927] (4/8) Epoch 13, batch 4500, giga_loss[loss=0.3188, simple_loss=0.3669, pruned_loss=0.1353, over 12362.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3093, pruned_loss=0.07457, over 2473778.74 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07572, over 20264.49 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.288, pruned_loss=0.05452, over 2184737.01 frames. utt_duration=1305 frames, utt_pad_proportion=0.04212, over 6704.37 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07641, over 2474237.54 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07659, over 21577.36 utterances.], batch size: 258, lr: 3.00e-04
2022-08-28 18:31:03,155 INFO [train.py:927] (4/8) Epoch 13, batch 4550, giga_loss[loss=0.2162, simple_loss=0.317, pruned_loss=0.0577, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02732, over 70.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3084, pruned_loss=0.07398, over 2474281.06 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07578, over 20311.20 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2881, pruned_loss=0.05459, over 2192094.50 frames. utt_duration=1308 frames, utt_pad_proportion=0.04118, over 6712.68 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3101, pruned_loss=0.0758, over 2474470.41 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07693, over 21636.10 utterances.], batch size: 70, lr: 3.00e-04
2022-08-28 18:32:47,071 INFO [train.py:927] (4/8) Epoch 13, batch 4600, giga_loss[loss=0.2046, simple_loss=0.2915, pruned_loss=0.05886, over 12369.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.07416, over 2474530.93 frames. utt_duration=477 frames, utt_pad_proportion=0.07726, over 20811.57 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2882, pruned_loss=0.05467, over 2195751.67 frames. utt_duration=1310 frames, utt_pad_proportion=0.04066, over 6711.00 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3103, pruned_loss=0.07578, over 2475154.17 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07832, over 22033.60 utterances.], batch size: 62, lr: 3.00e-04
2022-08-28 18:34:34,417 INFO [train.py:927] (4/8) Epoch 13, batch 4650, giga_loss[loss=0.2445, simple_loss=0.3336, pruned_loss=0.07766, over 12432.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03214, over 80.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3089, pruned_loss=0.07403, over 2475238.91 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07922, over 21296.82 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2884, pruned_loss=0.05467, over 2198430.74 frames. utt_duration=1312 frames, utt_pad_proportion=0.04031, over 6711.88 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3102, pruned_loss=0.07548, over 2475839.86 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08014, over 22382.69 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 18:36:22,753 INFO [train.py:927] (4/8) Epoch 13, batch 4700, giga_loss[loss=0.2802, simple_loss=0.3467, pruned_loss=0.1068, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07477, over 212.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3108, pruned_loss=0.07584, over 2474761.10 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0753, over 21181.06 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2883, pruned_loss=0.05452, over 2205923.03 frames. utt_duration=1315 frames, utt_pad_proportion=0.03937, over 6715.50 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3125, pruned_loss=0.07769, over 2475892.86 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07679, over 22450.42 utterances.], batch size: 212, lr: 3.00e-04
2022-08-28 18:38:06,364 INFO [train.py:927] (4/8) Epoch 13, batch 4750, giga_loss[loss=0.2589, simple_loss=0.3183, pruned_loss=0.09979, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03329, over 97.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3111, pruned_loss=0.07735, over 2475044.39 frames. utt_duration=471 frames, utt_pad_proportion=0.0747, over 21086.59 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2879, pruned_loss=0.05426, over 2214836.91 frames. utt_duration=1321 frames, utt_pad_proportion=0.03838, over 6712.37 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3135, pruned_loss=0.07973, over 2476284.82 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07652, over 22556.25 utterances.], batch size: 97, lr: 3.00e-04
2022-08-28 18:39:49,077 INFO [train.py:927] (4/8) Epoch 13, batch 4800, giga_loss[loss=0.2481, simple_loss=0.3145, pruned_loss=0.09084, over 12424.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04216, over 31.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3116, pruned_loss=0.0779, over 2474850.67 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07525, over 21077.43 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2879, pruned_loss=0.05433, over 2217304.41 frames. utt_duration=1322 frames, utt_pad_proportion=0.03804, over 6717.23 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3136, pruned_loss=0.07992, over 2475934.04 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07686, over 22354.81 utterances.], batch size: 31, lr: 3.00e-04
2022-08-28 18:41:30,991 INFO [train.py:927] (4/8) Epoch 13, batch 4850, giga_loss[loss=0.2196, simple_loss=0.303, pruned_loss=0.06808, over 12321.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.03741, over 26.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3109, pruned_loss=0.07591, over 2474280.21 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07734, over 20846.00 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.0543, over 2226130.18 frames. utt_duration=1322 frames, utt_pad_proportion=0.03737, over 6743.65 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3132, pruned_loss=0.07827, over 2475160.24 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07915, over 22302.41 utterances.], batch size: 26, lr: 3.00e-04
2022-08-28 18:43:18,570 INFO [train.py:927] (4/8) Epoch 13, batch 4900, giga_loss[loss=0.2208, simple_loss=0.2993, pruned_loss=0.07113, over 12426.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03869, over 105.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.07452, over 2475346.23 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07453, over 20223.96 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2888, pruned_loss=0.05456, over 2232568.31 frames. utt_duration=1305 frames, utt_pad_proportion=0.04217, over 6852.67 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3105, pruned_loss=0.07667, over 2475778.53 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07537, over 21603.58 utterances.], batch size: 105, lr: 3.00e-04
2022-08-28 18:45:02,014 INFO [train.py:927] (4/8) Epoch 13, batch 4950, giga_loss[loss=0.2587, simple_loss=0.3343, pruned_loss=0.09156, over 12367.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04018, over 145.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3093, pruned_loss=0.07511, over 2475515.68 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07328, over 20048.39 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05479, over 2240954.29 frames. utt_duration=1291 frames, utt_pad_proportion=0.04673, over 6949.31 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.311, pruned_loss=0.0773, over 2475870.52 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07327, over 21501.47 utterances.], batch size: 145, lr: 3.00e-04
2022-08-28 18:46:51,361 INFO [train.py:927] (4/8) Epoch 13, batch 5000, giga_loss[loss=0.2395, simple_loss=0.335, pruned_loss=0.07199, over 12110.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04389, over 33.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3122, pruned_loss=0.07501, over 2475459.55 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07069, over 19731.93 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2893, pruned_loss=0.05485, over 2242201.52 frames. utt_duration=1291 frames, utt_pad_proportion=0.04654, over 6954.57 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3135, pruned_loss=0.07677, over 2475670.10 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07093, over 20923.21 utterances.], batch size: 33, lr: 3.00e-04
2022-08-28 18:48:33,754 INFO [train.py:927] (4/8) Epoch 13, batch 5050, giga_loss[loss=0.2396, simple_loss=0.3193, pruned_loss=0.07992, over 12387.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3142, pruned_loss=0.07599, over 2475550.36 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06799, over 19715.22 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05479, over 2245379.77 frames. utt_duration=1294 frames, utt_pad_proportion=0.04622, over 6950.25 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3157, pruned_loss=0.0777, over 2475988.19 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06852, over 20836.31 utterances.], batch size: 113, lr: 3.00e-04
2022-08-28 18:50:19,099 INFO [train.py:927] (4/8) Epoch 13, batch 5100, giga_loss[loss=0.266, simple_loss=0.3333, pruned_loss=0.09931, over 12427.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02971, over 80.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3142, pruned_loss=0.0761, over 2475436.35 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06767, over 19502.79 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2891, pruned_loss=0.05456, over 2250614.84 frames. utt_duration=1300 frames, utt_pad_proportion=0.04535, over 6934.63 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3161, pruned_loss=0.07817, over 2476238.04 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06855, over 20710.44 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 18:52:03,385 INFO [train.py:927] (4/8) Epoch 13, batch 5150, giga_loss[loss=0.1984, simple_loss=0.277, pruned_loss=0.05988, over 12441.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03668, over 40.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07569, over 2475140.11 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06694, over 19348.36 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2892, pruned_loss=0.05448, over 2257941.79 frames. utt_duration=1293 frames, utt_pad_proportion=0.04907, over 6992.21 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.315, pruned_loss=0.07809, over 2476169.36 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06673, over 20661.03 utterances.], batch size: 40, lr: 3.00e-04
2022-08-28 18:53:49,693 INFO [train.py:927] (4/8) Epoch 13, batch 5200, giga_loss[loss=0.2457, simple_loss=0.3186, pruned_loss=0.08634, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07612, over 2474413.49 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06935, over 20068.27 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2892, pruned_loss=0.05434, over 2260982.72 frames. utt_duration=1288 frames, utt_pad_proportion=0.04956, over 7027.99 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3139, pruned_loss=0.07841, over 2475400.37 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06901, over 21238.59 utterances.], batch size: 85, lr: 3.00e-04
2022-08-28 18:55:37,319 INFO [train.py:927] (4/8) Epoch 13, batch 5250, libri_loss[loss=0.1809, simple_loss=0.2604, pruned_loss=0.05068, over 12420.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.00683, over 30.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3108, pruned_loss=0.07632, over 2474950.06 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07358, over 20239.70 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2895, pruned_loss=0.05459, over 2266373.23 frames. utt_duration=1276 frames, utt_pad_proportion=0.0538, over 7113.56 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3127, pruned_loss=0.07844, over 2475639.12 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07222, over 21395.85 utterances.], batch size: 30, lr: 3.00e-04
2022-08-28 18:57:21,714 INFO [train.py:927] (4/8) Epoch 13, batch 5300, giga_loss[loss=0.2211, simple_loss=0.307, pruned_loss=0.06763, over 12361.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.0347, over 104.00 utterances.], tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.07598, over 2475385.57 frames. utt_duration=504 frames, utt_pad_proportion=0.07228, over 19704.68 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2901, pruned_loss=0.05496, over 2269689.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.05838, over 7222.07 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3113, pruned_loss=0.07765, over 2475747.96 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07002, over 20690.80 utterances.], batch size: 104, lr: 3.00e-04
2022-08-28 18:59:07,571 INFO [train.py:927] (4/8) Epoch 13, batch 5350, giga_loss[loss=0.2538, simple_loss=0.315, pruned_loss=0.09635, over 12333.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3117, pruned_loss=0.07697, over 2474431.75 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07517, over 20274.47 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2901, pruned_loss=0.05487, over 2274640.22 frames. utt_duration=1256 frames, utt_pad_proportion=0.05803, over 7252.33 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3131, pruned_loss=0.07886, over 2474823.16 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07351, over 21323.37 utterances.], batch size: 371, lr: 3.00e-04
2022-08-28 19:00:54,130 INFO [train.py:927] (4/8) Epoch 13, batch 5400, libri_loss[loss=0.2014, simple_loss=0.2836, pruned_loss=0.05961, over 12216.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009577, over 29.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3116, pruned_loss=0.07653, over 2472845.77 frames. utt_duration=505 frames, utt_pad_proportion=0.07298, over 19642.87 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2899, pruned_loss=0.05471, over 2280487.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.05667, over 7219.87 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3137, pruned_loss=0.07889, over 2474110.17 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07231, over 20929.03 utterances.], batch size: 29, lr: 2.99e-04
2022-08-28 19:02:34,914 INFO [train.py:927] (4/8) Epoch 13, batch 5450, giga_loss[loss=0.2301, simple_loss=0.3268, pruned_loss=0.0667, over 12420.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.02416, over 70.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3126, pruned_loss=0.07453, over 2473411.89 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06958, over 19018.90 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05456, over 2286583.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.05545, over 7215.36 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.315, pruned_loss=0.07708, over 2474085.96 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06975, over 20364.73 utterances.], batch size: 70, lr: 2.99e-04
2022-08-28 19:04:19,866 INFO [train.py:927] (4/8) Epoch 13, batch 5500, giga_loss[loss=0.2234, simple_loss=0.2977, pruned_loss=0.07454, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03831, over 40.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3147, pruned_loss=0.07531, over 2473265.87 frames. utt_duration=541 frames, utt_pad_proportion=0.06294, over 18337.23 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2898, pruned_loss=0.05475, over 2290390.70 frames. utt_duration=1273 frames, utt_pad_proportion=0.05435, over 7207.09 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.317, pruned_loss=0.07762, over 2474520.97 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06394, over 19671.92 utterances.], batch size: 40, lr: 2.99e-04
2022-08-28 19:06:04,754 INFO [train.py:927] (4/8) Epoch 13, batch 5550, giga_loss[loss=0.2433, simple_loss=0.3236, pruned_loss=0.08149, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05347, over 162.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3159, pruned_loss=0.07721, over 2473423.16 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06527, over 19213.05 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2893, pruned_loss=0.0546, over 2293824.45 frames. utt_duration=1278 frames, utt_pad_proportion=0.05353, over 7188.08 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3186, pruned_loss=0.07958, over 2474616.55 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06621, over 20499.63 utterances.], batch size: 162, lr: 2.99e-04
2022-08-28 19:07:47,691 INFO [train.py:927] (4/8) Epoch 13, batch 5600, giga_loss[loss=0.1949, simple_loss=0.2928, pruned_loss=0.04847, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03239, over 58.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3153, pruned_loss=0.07652, over 2473188.32 frames. utt_duration=506 frames, utt_pad_proportion=0.06956, over 19609.24 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2892, pruned_loss=0.05458, over 2297012.77 frames. utt_duration=1280 frames, utt_pad_proportion=0.0529, over 7184.46 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.318, pruned_loss=0.07883, over 2474468.87 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07035, over 20862.27 utterances.], batch size: 58, lr: 2.99e-04
2022-08-28 19:09:30,589 INFO [train.py:927] (4/8) Epoch 13, batch 5650, libri_loss[loss=0.1843, simple_loss=0.2611, pruned_loss=0.05369, over 12209.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01047, over 29.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3142, pruned_loss=0.07535, over 2472799.55 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06749, over 19408.49 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2879, pruned_loss=0.05422, over 2303234.82 frames. utt_duration=1292 frames, utt_pad_proportion=0.05153, over 7136.86 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3186, pruned_loss=0.07837, over 2474550.75 frames. utt_duration=474 frames, utt_pad_proportion=0.06887, over 20949.17 utterances.], batch size: 29, lr: 2.99e-04
2022-08-28 19:11:15,471 INFO [train.py:927] (4/8) Epoch 13, batch 5700, giga_loss[loss=0.2382, simple_loss=0.3224, pruned_loss=0.07703, over 12379.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3145, pruned_loss=0.07616, over 2473049.33 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07443, over 20202.53 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2882, pruned_loss=0.05441, over 2309967.25 frames. utt_duration=1276 frames, utt_pad_proportion=0.05599, over 7248.10 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3188, pruned_loss=0.07922, over 2474400.07 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07414, over 21812.78 utterances.], batch size: 70, lr: 2.99e-04
2022-08-28 19:13:01,494 INFO [train.py:927] (4/8) Epoch 13, batch 5750, giga_loss[loss=0.2148, simple_loss=0.2964, pruned_loss=0.06656, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03142, over 80.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3129, pruned_loss=0.07592, over 2473928.46 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07813, over 20352.37 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2881, pruned_loss=0.05431, over 2314114.83 frames. utt_duration=1279 frames, utt_pad_proportion=0.05495, over 7247.82 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.317, pruned_loss=0.07894, over 2474920.04 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07809, over 21927.78 utterances.], batch size: 80, lr: 2.99e-04
2022-08-28 19:14:48,297 INFO [train.py:927] (4/8) Epoch 13, batch 5800, giga_loss[loss=0.2305, simple_loss=0.2933, pruned_loss=0.08385, over 12361.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2017, over 368.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3114, pruned_loss=0.0755, over 2474194.68 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07437, over 19864.54 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2884, pruned_loss=0.0546, over 2317889.57 frames. utt_duration=1280 frames, utt_pad_proportion=0.05387, over 7249.68 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.315, pruned_loss=0.07815, over 2475148.76 frames. utt_duration=464 frames, utt_pad_proportion=0.07506, over 21406.11 utterances.], batch size: 368, lr: 2.99e-04
2022-08-28 19:16:29,840 INFO [train.py:927] (4/8) Epoch 13, batch 5850, giga_loss[loss=0.2766, simple_loss=0.3258, pruned_loss=0.1137, over 12366.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3112, pruned_loss=0.07605, over 2474739.71 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07731, over 20350.35 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2886, pruned_loss=0.0547, over 2324513.11 frames. utt_duration=1272 frames, utt_pad_proportion=0.05674, over 7320.94 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3148, pruned_loss=0.079, over 2475768.92 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07705, over 22070.70 utterances.], batch size: 370, lr: 2.99e-04
2022-08-28 19:18:10,579 INFO [train.py:927] (4/8) Epoch 13, batch 5900, giga_loss[loss=0.2278, simple_loss=0.3032, pruned_loss=0.07624, over 12325.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 364.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.308, pruned_loss=0.07316, over 2475216.29 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07508, over 20341.18 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2884, pruned_loss=0.05459, over 2328337.18 frames. utt_duration=1275 frames, utt_pad_proportion=0.05576, over 7311.15 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3115, pruned_loss=0.07607, over 2475940.72 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07545, over 22020.33 utterances.], batch size: 364, lr: 2.99e-04
2022-08-28 19:20:00,397 INFO [train.py:927] (4/8) Epoch 13, batch 5950, giga_loss[loss=0.2425, simple_loss=0.3058, pruned_loss=0.08963, over 12340.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07201, over 2475513.61 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07682, over 20934.72 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2887, pruned_loss=0.05472, over 2329110.49 frames. utt_duration=1262 frames, utt_pad_proportion=0.0598, over 7388.60 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07427, over 2476049.27 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07601, over 22239.77 utterances.], batch size: 368, lr: 2.99e-04
2022-08-28 19:21:47,917 INFO [train.py:927] (4/8) Epoch 13, batch 6000, giga_loss[loss=0.2269, simple_loss=0.3141, pruned_loss=0.06986, over 12399.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02479, over 66.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3048, pruned_loss=0.07224, over 2474719.65 frames. utt_duration=463.3 frames, utt_pad_proportion=0.08017, over 21432.59 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2885, pruned_loss=0.05471, over 2332054.87 frames. utt_duration=1268 frames, utt_pad_proportion=0.05874, over 7365.14 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3074, pruned_loss=0.07443, over 2475776.56 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07974, over 22800.42 utterances.], batch size: 66, lr: 2.99e-04
2022-08-28 19:21:47,917 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 19:22:01,901 INFO [train.py:967] (4/8) 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] (4/8) Epoch 13, batch 6050, giga_loss[loss=0.2551, simple_loss=0.3189, pruned_loss=0.09564, over 12367.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2163, over 375.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3066, pruned_loss=0.07316, over 2475441.25 frames. utt_duration=460.1 frames, utt_pad_proportion=0.08057, over 21587.93 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2884, pruned_loss=0.05472, over 2334233.06 frames. utt_duration=1270 frames, utt_pad_proportion=0.05803, over 7357.72 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3091, pruned_loss=0.07514, over 2476236.82 frames. utt_duration=434.4 frames, utt_pad_proportion=0.0805, over 22880.61 utterances.], batch size: 375, lr: 2.99e-04
2022-08-28 19:25:30,745 INFO [train.py:927] (4/8) Epoch 13, batch 6100, giga_loss[loss=0.2149, simple_loss=0.296, pruned_loss=0.06691, over 12352.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04885, over 26.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07485, over 2474994.47 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08617, over 22375.49 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2892, pruned_loss=0.05516, over 2339755.85 frames. utt_duration=1243 frames, utt_pad_proportion=0.06542, over 7539.63 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3104, pruned_loss=0.07679, over 2475652.88 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08414, over 23796.93 utterances.], batch size: 26, lr: 2.99e-04
2022-08-28 19:27:14,323 INFO [train.py:927] (4/8) Epoch 13, batch 6150, giga_loss[loss=0.246, simple_loss=0.3263, pruned_loss=0.08284, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3093, pruned_loss=0.0756, over 2474855.45 frames. utt_duration=455.5 frames, utt_pad_proportion=0.08502, over 21802.11 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2893, pruned_loss=0.05521, over 2344848.85 frames. utt_duration=1247 frames, utt_pad_proportion=0.06356, over 7531.33 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3115, pruned_loss=0.07789, over 2475615.11 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08421, over 23510.79 utterances.], batch size: 133, lr: 2.99e-04
2022-08-28 19:28:58,282 INFO [train.py:927] (4/8) Epoch 13, batch 6200, giga_loss[loss=0.2172, simple_loss=0.3059, pruned_loss=0.06424, over 12390.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.025, over 66.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07638, over 2474383.09 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08033, over 21087.47 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2894, pruned_loss=0.05521, over 2347859.23 frames. utt_duration=1251 frames, utt_pad_proportion=0.06228, over 7517.10 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3133, pruned_loss=0.0787, over 2475183.77 frames. utt_duration=436 frames, utt_pad_proportion=0.08048, over 22784.14 utterances.], batch size: 66, lr: 2.99e-04
2022-08-28 19:30:45,459 INFO [train.py:927] (4/8) Epoch 13, batch 6250, giga_loss[loss=0.244, simple_loss=0.3344, pruned_loss=0.07681, over 12390.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05158, over 161.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3121, pruned_loss=0.07727, over 2474431.92 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08208, over 21913.13 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.05514, over 2350989.67 frames. utt_duration=1251 frames, utt_pad_proportion=0.06149, over 7528.43 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3146, pruned_loss=0.07976, over 2475672.02 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08244, over 23641.34 utterances.], batch size: 161, lr: 2.99e-04
2022-08-28 19:32:36,531 INFO [train.py:927] (4/8) Epoch 13, batch 6300, giga_loss[loss=0.3013, simple_loss=0.3617, pruned_loss=0.1204, over 12407.00 frames. utt_duration=233.4 frames, utt_pad_proportion=0.07395, over 214.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3129, pruned_loss=0.07655, over 2475147.18 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07996, over 22224.09 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2889, pruned_loss=0.0549, over 2354354.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.0601, over 7504.83 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.316, pruned_loss=0.07937, over 2476422.90 frames. utt_duration=413.4 frames, utt_pad_proportion=0.08097, over 24044.32 utterances.], batch size: 214, lr: 2.99e-04
2022-08-28 19:34:18,910 INFO [train.py:927] (4/8) Epoch 13, batch 6350, giga_loss[loss=0.2596, simple_loss=0.3286, pruned_loss=0.09524, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.312, pruned_loss=0.07686, over 2475342.54 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07672, over 21444.83 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.289, pruned_loss=0.05505, over 2356664.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.05923, over 7500.85 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3147, pruned_loss=0.07936, over 2476442.20 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07813, over 23147.65 utterances.], batch size: 80, lr: 2.99e-04
2022-08-28 19:36:01,489 INFO [train.py:927] (4/8) Epoch 13, batch 6400, giga_loss[loss=0.2379, simple_loss=0.3125, pruned_loss=0.08162, over 12368.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03108, over 97.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3103, pruned_loss=0.07614, over 2475151.34 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07603, over 21247.92 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2886, pruned_loss=0.05473, over 2360915.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05741, over 7471.20 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3136, pruned_loss=0.0792, over 2476422.78 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07795, over 23146.24 utterances.], batch size: 97, lr: 2.99e-04
2022-08-28 19:37:44,630 INFO [train.py:927] (4/8) Epoch 13, batch 6450, giga_loss[loss=0.2475, simple_loss=0.3177, pruned_loss=0.08863, over 12409.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.0574, over 182.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3105, pruned_loss=0.07707, over 2474554.48 frames. utt_duration=466 frames, utt_pad_proportion=0.07493, over 21306.43 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2886, pruned_loss=0.05473, over 2364658.83 frames. utt_duration=1271 frames, utt_pad_proportion=0.05559, over 7447.83 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.314, pruned_loss=0.08029, over 2476236.75 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07726, over 23340.78 utterances.], batch size: 182, lr: 2.99e-04
2022-08-28 19:39:27,556 INFO [train.py:927] (4/8) Epoch 13, batch 6500, giga_loss[loss=0.2029, simple_loss=0.288, pruned_loss=0.05896, over 12343.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03306, over 62.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3104, pruned_loss=0.07665, over 2474539.40 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06988, over 20116.46 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2888, pruned_loss=0.05476, over 2367686.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05894, over 7536.66 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3136, pruned_loss=0.07979, over 2476101.13 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07153, over 22023.64 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 19:41:08,908 INFO [train.py:927] (4/8) Epoch 13, batch 6550, giga_loss[loss=0.1985, simple_loss=0.2824, pruned_loss=0.05727, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03229, over 37.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.313, pruned_loss=0.07828, over 2474661.46 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07124, over 20422.61 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2893, pruned_loss=0.0549, over 2370273.98 frames. utt_duration=1246 frames, utt_pad_proportion=0.06249, over 7619.37 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3156, pruned_loss=0.08117, over 2475983.28 frames. utt_duration=448.6 frames, utt_pad_proportion=0.0716, over 22151.65 utterances.], batch size: 37, lr: 2.99e-04
2022-08-28 19:42:51,872 INFO [train.py:927] (4/8) Epoch 13, batch 6600, libri_loss[loss=0.1819, simple_loss=0.2688, pruned_loss=0.04749, over 12442.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006402, over 32.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3136, pruned_loss=0.07924, over 2474240.05 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07182, over 20586.06 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2898, pruned_loss=0.05531, over 2373558.55 frames. utt_duration=1247 frames, utt_pad_proportion=0.06106, over 7622.71 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3159, pruned_loss=0.08188, over 2475116.79 frames. utt_duration=445 frames, utt_pad_proportion=0.0726, over 22324.86 utterances.], batch size: 32, lr: 2.99e-04
2022-08-28 19:44:34,745 INFO [train.py:927] (4/8) Epoch 13, batch 6650, giga_loss[loss=0.2068, simple_loss=0.2962, pruned_loss=0.05866, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03413, over 62.00 utterances.], tot_loss[loss=0.235, simple_loss=0.313, pruned_loss=0.07853, over 2474424.75 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07174, over 20483.59 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.05516, over 2377255.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.05922, over 7581.70 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.0817, over 2475374.88 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07315, over 22423.55 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 19:46:16,899 INFO [train.py:927] (4/8) Epoch 13, batch 6700, giga_loss[loss=0.2237, simple_loss=0.3051, pruned_loss=0.0712, over 12291.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03853, over 51.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07862, over 2474821.05 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06899, over 19880.94 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2891, pruned_loss=0.05506, over 2379228.35 frames. utt_duration=1261 frames, utt_pad_proportion=0.05834, over 7558.29 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3164, pruned_loss=0.08162, over 2475545.97 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07067, over 21663.65 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 19:47:58,894 INFO [train.py:927] (4/8) Epoch 13, batch 6750, libri_loss[loss=0.181, simple_loss=0.2734, pruned_loss=0.0443, over 12181.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.00591, over 33.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07763, over 2473512.43 frames. utt_duration=526 frames, utt_pad_proportion=0.06772, over 18864.74 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2884, pruned_loss=0.05468, over 2383148.77 frames. utt_duration=1271 frames, utt_pad_proportion=0.05635, over 7509.34 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3163, pruned_loss=0.08156, over 2474811.12 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07004, over 20921.39 utterances.], batch size: 33, lr: 2.99e-04
2022-08-28 19:49:40,217 INFO [train.py:927] (4/8) Epoch 13, batch 6800, giga_loss[loss=0.2194, simple_loss=0.2978, pruned_loss=0.07053, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02531, over 48.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3127, pruned_loss=0.077, over 2473659.95 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06449, over 18505.70 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2886, pruned_loss=0.05477, over 2384422.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.05564, over 7504.70 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3163, pruned_loss=0.08034, over 2474763.23 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06694, over 20291.22 utterances.], batch size: 48, lr: 2.99e-04
2022-08-28 19:51:20,949 INFO [train.py:927] (4/8) Epoch 13, batch 6850, giga_loss[loss=0.2213, simple_loss=0.3065, pruned_loss=0.0681, over 12367.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03136, over 97.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3111, pruned_loss=0.07574, over 2473555.76 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06845, over 18753.58 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2889, pruned_loss=0.05488, over 2386451.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.05491, over 7517.19 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3142, pruned_loss=0.07878, over 2474588.09 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07041, over 20405.39 utterances.], batch size: 97, lr: 2.99e-04
2022-08-28 19:53:01,896 INFO [train.py:927] (4/8) Epoch 13, batch 6900, giga_loss[loss=0.2247, simple_loss=0.3089, pruned_loss=0.07022, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02656, over 48.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3108, pruned_loss=0.0757, over 2473266.78 frames. utt_duration=523.1 frames, utt_pad_proportion=0.07103, over 18967.92 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2885, pruned_loss=0.05469, over 2387818.40 frames. utt_duration=1274 frames, utt_pad_proportion=0.05428, over 7503.50 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3139, pruned_loss=0.07853, over 2474021.90 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07265, over 20435.51 utterances.], batch size: 48, lr: 2.99e-04
2022-08-28 19:54:44,899 INFO [train.py:927] (4/8) Epoch 13, batch 6950, giga_loss[loss=0.2451, simple_loss=0.3239, pruned_loss=0.08318, over 12354.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02934, over 91.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.312, pruned_loss=0.0772, over 2473181.76 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07285, over 19394.26 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2891, pruned_loss=0.05466, over 2391093.65 frames. utt_duration=1279 frames, utt_pad_proportion=0.05277, over 7487.86 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3149, pruned_loss=0.08031, over 2473844.65 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07469, over 21019.01 utterances.], batch size: 91, lr: 2.99e-04
2022-08-28 19:56:32,587 INFO [train.py:927] (4/8) Epoch 13, batch 7000, giga_loss[loss=0.2504, simple_loss=0.3171, pruned_loss=0.0918, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06428, over 183.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3134, pruned_loss=0.07837, over 2474160.18 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07153, over 19817.72 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.289, pruned_loss=0.05463, over 2391788.46 frames. utt_duration=1281 frames, utt_pad_proportion=0.05238, over 7480.02 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3158, pruned_loss=0.08102, over 2474781.20 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07321, over 21196.76 utterances.], batch size: 183, lr: 2.99e-04
2022-08-28 19:58:15,219 INFO [train.py:927] (4/8) Epoch 13, batch 7050, giga_loss[loss=0.251, simple_loss=0.3227, pruned_loss=0.08961, over 12373.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0352, over 122.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.07926, over 2473633.20 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07368, over 19763.54 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2888, pruned_loss=0.05456, over 2394277.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05577, over 7527.78 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3174, pruned_loss=0.08223, over 2474451.42 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07421, over 21236.39 utterances.], batch size: 122, lr: 2.99e-04
2022-08-28 19:59:58,554 INFO [train.py:927] (4/8) Epoch 13, batch 7100, giga_loss[loss=0.2426, simple_loss=0.3233, pruned_loss=0.081, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02467, over 48.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3135, pruned_loss=0.078, over 2474371.27 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07309, over 19608.37 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2887, pruned_loss=0.05451, over 2397020.58 frames. utt_duration=1273 frames, utt_pad_proportion=0.05516, over 7543.50 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3167, pruned_loss=0.08119, over 2475033.76 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07395, over 21152.98 utterances.], batch size: 48, lr: 2.99e-04
2022-08-28 20:01:42,654 INFO [train.py:927] (4/8) Epoch 13, batch 7150, giga_loss[loss=0.2553, simple_loss=0.3284, pruned_loss=0.09105, over 12388.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05908, over 182.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3119, pruned_loss=0.07707, over 2473008.81 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06862, over 19095.15 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2883, pruned_loss=0.05436, over 2397993.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05439, over 7531.82 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3153, pruned_loss=0.08011, over 2474002.59 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06996, over 20537.96 utterances.], batch size: 182, lr: 2.99e-04
2022-08-28 20:03:26,750 INFO [train.py:927] (4/8) Epoch 13, batch 7200, giga_loss[loss=0.2425, simple_loss=0.327, pruned_loss=0.07906, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3118, pruned_loss=0.07657, over 2473251.15 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06921, over 18926.73 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2892, pruned_loss=0.05462, over 2399867.85 frames. utt_duration=1263 frames, utt_pad_proportion=0.05776, over 7606.91 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07929, over 2474045.08 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06938, over 20275.66 utterances.], batch size: 70, lr: 2.99e-04
2022-08-28 20:05:11,722 INFO [train.py:927] (4/8) Epoch 13, batch 7250, giga_loss[loss=0.2107, simple_loss=0.2976, pruned_loss=0.06186, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.309, pruned_loss=0.07574, over 2473812.51 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06653, over 19071.93 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2892, pruned_loss=0.05454, over 2400825.53 frames. utt_duration=1267 frames, utt_pad_proportion=0.05712, over 7590.86 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3112, pruned_loss=0.07827, over 2474585.94 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06709, over 20322.80 utterances.], batch size: 62, lr: 2.99e-04
2022-08-28 20:06:55,410 INFO [train.py:927] (4/8) Epoch 13, batch 7300, giga_loss[loss=0.2469, simple_loss=0.328, pruned_loss=0.08292, over 12359.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06565, over 183.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3078, pruned_loss=0.0756, over 2473949.03 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07059, over 19781.49 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2893, pruned_loss=0.05451, over 2403031.59 frames. utt_duration=1265 frames, utt_pad_proportion=0.0565, over 7610.03 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3099, pruned_loss=0.07819, over 2474524.55 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07108, over 21068.03 utterances.], batch size: 183, lr: 2.99e-04
2022-08-28 20:08:39,403 INFO [train.py:927] (4/8) Epoch 13, batch 7350, giga_loss[loss=0.2151, simple_loss=0.311, pruned_loss=0.05963, over 12352.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3069, pruned_loss=0.07255, over 2474525.70 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06654, over 19571.79 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2893, pruned_loss=0.0544, over 2404679.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.05545, over 7593.97 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.07515, over 2475078.95 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06758, over 20879.28 utterances.], batch size: 70, lr: 2.99e-04
2022-08-28 20:10:23,039 INFO [train.py:927] (4/8) Epoch 13, batch 7400, giga_loss[loss=0.2226, simple_loss=0.3153, pruned_loss=0.06497, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3061, pruned_loss=0.07039, over 2474705.37 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06714, over 20483.37 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2897, pruned_loss=0.05455, over 2406525.76 frames. utt_duration=1271 frames, utt_pad_proportion=0.05414, over 7580.39 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3079, pruned_loss=0.0728, over 2475340.94 frames. utt_duration=454.4 frames, utt_pad_proportion=0.06838, over 21861.12 utterances.], batch size: 105, lr: 2.99e-04
2022-08-28 20:12:08,868 INFO [train.py:927] (4/8) Epoch 13, batch 7450, giga_loss[loss=0.2001, simple_loss=0.2997, pruned_loss=0.0503, over 12410.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05078, over 161.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3036, pruned_loss=0.06707, over 2475216.81 frames. utt_duration=475 frames, utt_pad_proportion=0.06679, over 20907.65 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2894, pruned_loss=0.05442, over 2407448.90 frames. utt_duration=1274 frames, utt_pad_proportion=0.05367, over 7564.82 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3054, pruned_loss=0.06926, over 2475794.26 frames. utt_duration=448 frames, utt_pad_proportion=0.06799, over 22177.44 utterances.], batch size: 161, lr: 2.99e-04
2022-08-28 20:13:53,072 INFO [train.py:927] (4/8) Epoch 13, batch 7500, giga_loss[loss=0.1841, simple_loss=0.2779, pruned_loss=0.04513, over 12352.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03263, over 51.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3043, pruned_loss=0.06653, over 2475781.53 frames. utt_duration=455.1 frames, utt_pad_proportion=0.06638, over 21828.04 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2894, pruned_loss=0.0545, over 2408914.11 frames. utt_duration=1278 frames, utt_pad_proportion=0.05266, over 7548.87 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3061, pruned_loss=0.06851, over 2476433.35 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0677, over 23177.66 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 20:15:35,553 INFO [train.py:927] (4/8) Epoch 13, batch 7550, giga_loss[loss=0.2036, simple_loss=0.2903, pruned_loss=0.05849, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07363, over 212.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3028, pruned_loss=0.0655, over 2475915.52 frames. utt_duration=424.3 frames, utt_pad_proportion=0.0732, over 23420.63 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2899, pruned_loss=0.0547, over 2410286.38 frames. utt_duration=1266 frames, utt_pad_proportion=0.05661, over 7624.47 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3041, pruned_loss=0.06712, over 2476388.96 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0729, over 24699.66 utterances.], batch size: 212, lr: 2.99e-04
2022-08-28 20:17:18,629 INFO [train.py:927] (4/8) Epoch 13, batch 7600, giga_loss[loss=0.232, simple_loss=0.3127, pruned_loss=0.0756, over 12387.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09672, over 256.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3007, pruned_loss=0.06399, over 2475467.17 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07239, over 23594.76 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2894, pruned_loss=0.05445, over 2411065.89 frames. utt_duration=1270 frames, utt_pad_proportion=0.05611, over 7602.20 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3022, pruned_loss=0.0656, over 2475994.88 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07236, over 24815.21 utterances.], batch size: 256, lr: 2.98e-04
2022-08-28 20:19:03,478 INFO [train.py:927] (4/8) Epoch 13, batch 7650, giga_loss[loss=0.1851, simple_loss=0.2799, pruned_loss=0.04517, over 12266.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2984, pruned_loss=0.06186, over 2474601.07 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06855, over 22939.80 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2891, pruned_loss=0.05426, over 2413060.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.055, over 7604.34 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3004, pruned_loss=0.06363, over 2475505.65 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0692, over 24485.90 utterances.], batch size: 54, lr: 2.98e-04
2022-08-28 20:20:47,985 INFO [train.py:927] (4/8) Epoch 13, batch 7700, giga_loss[loss=0.1902, simple_loss=0.2741, pruned_loss=0.05316, over 12409.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02497, over 48.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2949, pruned_loss=0.05981, over 2475390.17 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07107, over 23652.77 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2891, pruned_loss=0.05427, over 2413318.22 frames. utt_duration=1272 frames, utt_pad_proportion=0.0548, over 7599.31 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2964, pruned_loss=0.06122, over 2476149.13 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07153, over 24944.61 utterances.], batch size: 48, lr: 2.98e-04
2022-08-28 20:22:32,935 INFO [train.py:927] (4/8) Epoch 13, batch 7750, giga_loss[loss=0.1806, simple_loss=0.2756, pruned_loss=0.0428, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05228, over 161.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2937, pruned_loss=0.05924, over 2475424.21 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07148, over 23800.50 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2892, pruned_loss=0.05432, over 2414265.53 frames. utt_duration=1275 frames, utt_pad_proportion=0.05394, over 7583.46 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2949, pruned_loss=0.0604, over 2476275.60 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07213, over 25127.88 utterances.], batch size: 161, lr: 2.98e-04
2022-08-28 20:24:26,224 INFO [train.py:927] (4/8) Epoch 13, batch 7800, giga_loss[loss=0.2088, simple_loss=0.2835, pruned_loss=0.06704, over 12385.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.172, over 355.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2939, pruned_loss=0.05892, over 2475478.76 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07461, over 24648.81 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2892, pruned_loss=0.05434, over 2415431.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.05299, over 7551.24 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.295, pruned_loss=0.05991, over 2476453.23 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07526, over 26084.48 utterances.], batch size: 355, lr: 2.98e-04
2022-08-28 20:26:34,537 INFO [train.py:927] (4/8) Epoch 13, batch 7850, giga_loss[loss=0.2012, simple_loss=0.2932, pruned_loss=0.05461, over 12382.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.027, over 85.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.0585, over 2475933.64 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07026, over 24636.48 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2896, pruned_loss=0.05435, over 2416362.50 frames. utt_duration=1283 frames, utt_pad_proportion=0.05235, over 7540.02 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05935, over 2476669.23 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07123, over 26025.18 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 20:28:30,892 INFO [train.py:927] (4/8) Epoch 13, batch 7900, giga_loss[loss=0.2094, simple_loss=0.3044, pruned_loss=0.05714, over 12380.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02782, over 91.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05721, over 2476445.34 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06956, over 24828.76 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2894, pruned_loss=0.05427, over 2417881.16 frames. utt_duration=1287 frames, utt_pad_proportion=0.0512, over 7524.99 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05805, over 2477267.82 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07075, over 26395.62 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:30:41,420 INFO [train.py:927] (4/8) Epoch 13, batch 7950, giga_loss[loss=0.179, simple_loss=0.2628, pruned_loss=0.04763, over 12367.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05591, over 2476813.65 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06963, over 24842.81 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2892, pruned_loss=0.05418, over 2419297.61 frames. utt_duration=1289 frames, utt_pad_proportion=0.05028, over 7517.81 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05671, over 2477496.84 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07091, over 26483.50 utterances.], batch size: 360, lr: 2.98e-04
2022-08-28 20:32:34,446 INFO [train.py:927] (4/8) Epoch 13, batch 8000, giga_loss[loss=0.2236, simple_loss=0.3079, pruned_loss=0.06963, over 12473.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2889, pruned_loss=0.05593, over 2476697.56 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06935, over 24851.20 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2892, pruned_loss=0.05436, over 2420374.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.05399, over 7583.99 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2895, pruned_loss=0.05647, over 2477836.09 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06969, over 26582.18 utterances.], batch size: 98, lr: 2.98e-04
2022-08-28 20:34:41,670 INFO [train.py:927] (4/8) Epoch 13, batch 8050, giga_loss[loss=0.1805, simple_loss=0.2628, pruned_loss=0.04913, over 12380.00 frames. utt_duration=142.2 frames, utt_pad_proportion=0.1635, over 351.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05634, over 2476501.21 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07509, over 25515.06 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2898, pruned_loss=0.05455, over 2421912.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05708, over 7653.19 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05665, over 2477544.06 frames. utt_duration=364 frames, utt_pad_proportion=0.07432, over 27321.37 utterances.], batch size: 351, lr: 2.98e-04
2022-08-28 20:36:48,410 INFO [train.py:927] (4/8) Epoch 13, batch 8100, giga_loss[loss=0.2241, simple_loss=0.3017, pruned_loss=0.07328, over 12386.00 frames. utt_duration=141.9 frames, utt_pad_proportion=0.1653, over 352.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2893, pruned_loss=0.05591, over 2477086.40 frames. utt_duration=391 frames, utt_pad_proportion=0.07313, over 25421.06 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2903, pruned_loss=0.0549, over 2424047.58 frames. utt_duration=1269 frames, utt_pad_proportion=0.05558, over 7650.30 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2889, pruned_loss=0.05591, over 2477714.12 frames. utt_duration=362.4 frames, utt_pad_proportion=0.07314, over 27442.84 utterances.], batch size: 352, lr: 2.98e-04
2022-08-28 20:38:50,810 INFO [train.py:927] (4/8) Epoch 13, batch 8150, giga_loss[loss=0.2063, simple_loss=0.3108, pruned_loss=0.0509, over 12426.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.0488, over 147.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2924, pruned_loss=0.05649, over 2477281.53 frames. utt_duration=386.2 frames, utt_pad_proportion=0.07011, over 25740.00 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2901, pruned_loss=0.0548, over 2424333.27 frames. utt_duration=1271 frames, utt_pad_proportion=0.05517, over 7636.82 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2923, pruned_loss=0.05658, over 2477995.07 frames. utt_duration=361.7 frames, utt_pad_proportion=0.07043, over 27500.36 utterances.], batch size: 147, lr: 2.98e-04
2022-08-28 20:40:55,885 INFO [train.py:927] (4/8) Epoch 13, batch 8200, giga_loss[loss=0.179, simple_loss=0.2816, pruned_loss=0.03823, over 12397.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04465, over 146.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2935, pruned_loss=0.05548, over 2477494.18 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06608, over 25367.46 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.05477, over 2425154.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.0541, over 7620.06 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2936, pruned_loss=0.05561, over 2478514.82 frames. utt_duration=366 frames, utt_pad_proportion=0.06692, over 27180.88 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 20:43:03,911 INFO [train.py:927] (4/8) Epoch 13, batch 8250, giga_loss[loss=0.2193, simple_loss=0.3053, pruned_loss=0.06665, over 12376.00 frames. utt_duration=410 frames, utt_pad_proportion=0.02619, over 121.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2947, pruned_loss=0.05605, over 2477917.80 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06621, over 25740.58 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.05469, over 2426065.39 frames. utt_duration=1272 frames, utt_pad_proportion=0.05429, over 7639.70 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2948, pruned_loss=0.05622, over 2478604.32 frames. utt_duration=363.1 frames, utt_pad_proportion=0.06688, over 27399.25 utterances.], batch size: 121, lr: 2.98e-04
2022-08-28 20:45:36,617 INFO [train.py:927] (4/8) Epoch 13, batch 8300, giga_loss[loss=0.2627, simple_loss=0.3228, pruned_loss=0.1013, over 12436.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03544, over 123.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2946, pruned_loss=0.05672, over 2477864.64 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06713, over 25009.79 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2903, pruned_loss=0.05511, over 2427749.72 frames. utt_duration=1250 frames, utt_pad_proportion=0.06133, over 7775.35 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2945, pruned_loss=0.05654, over 2478509.93 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06605, over 26802.35 utterances.], batch size: 123, lr: 2.98e-04
2022-08-28 20:47:46,170 INFO [train.py:927] (4/8) Epoch 13, batch 8350, giga_loss[loss=0.1698, simple_loss=0.2734, pruned_loss=0.03307, over 12313.00 frames. utt_duration=747.5 frames, utt_pad_proportion=0.03046, over 66.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2915, pruned_loss=0.05534, over 2478594.29 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06854, over 25088.74 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2902, pruned_loss=0.05515, over 2428329.64 frames. utt_duration=1253 frames, utt_pad_proportion=0.06086, over 7763.63 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2915, pruned_loss=0.05518, over 2479035.95 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06773, over 26656.69 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 20:49:50,780 INFO [train.py:927] (4/8) Epoch 13, batch 8400, giga_loss[loss=0.1992, simple_loss=0.2944, pruned_loss=0.05194, over 12362.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02913, over 91.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2892, pruned_loss=0.05437, over 2477869.89 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06704, over 23656.85 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2896, pruned_loss=0.05495, over 2429799.82 frames. utt_duration=1250 frames, utt_pad_proportion=0.06293, over 7782.15 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2897, pruned_loss=0.0544, over 2479097.49 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06605, over 25655.19 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:51:53,244 INFO [train.py:927] (4/8) Epoch 13, batch 8450, giga_loss[loss=0.182, simple_loss=0.28, pruned_loss=0.04202, over 12213.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03181, over 33.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2906, pruned_loss=0.05554, over 2477619.66 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07297, over 24287.17 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2899, pruned_loss=0.05515, over 2431235.43 frames. utt_duration=1225 frames, utt_pad_proportion=0.07063, over 7946.32 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2907, pruned_loss=0.05536, over 2478772.25 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06954, over 26234.85 utterances.], batch size: 33, lr: 2.98e-04
2022-08-28 20:53:54,472 INFO [train.py:927] (4/8) Epoch 13, batch 8500, giga_loss[loss=0.1865, simple_loss=0.2826, pruned_loss=0.04521, over 12382.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07184, over 212.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2909, pruned_loss=0.05674, over 2477142.84 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07362, over 24636.16 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2899, pruned_loss=0.05522, over 2431726.47 frames. utt_duration=1216 frames, utt_pad_proportion=0.07397, over 8008.33 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05658, over 2478470.95 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07004, over 26432.54 utterances.], batch size: 212, lr: 2.98e-04
2022-08-28 20:56:06,658 INFO [train.py:927] (4/8) Epoch 13, batch 8550, giga_loss[loss=0.2121, simple_loss=0.2999, pruned_loss=0.06218, over 12362.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02853, over 85.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2918, pruned_loss=0.05689, over 2477585.97 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07377, over 25266.55 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2898, pruned_loss=0.05519, over 2432776.89 frames. utt_duration=1220 frames, utt_pad_proportion=0.07255, over 7989.39 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.292, pruned_loss=0.05681, over 2478711.38 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07134, over 27092.97 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 20:58:25,576 INFO [train.py:927] (4/8) Epoch 13, batch 8600, giga_loss[loss=0.2006, simple_loss=0.2843, pruned_loss=0.05841, over 12435.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.0274, over 122.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2914, pruned_loss=0.05652, over 2477529.21 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06863, over 24527.13 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2905, pruned_loss=0.05533, over 2433617.39 frames. utt_duration=1222 frames, utt_pad_proportion=0.07108, over 7973.82 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.291, pruned_loss=0.05638, over 2478659.73 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06736, over 26365.94 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 21:00:31,327 INFO [train.py:927] (4/8) Epoch 13, batch 8650, giga_loss[loss=0.1933, simple_loss=0.2768, pruned_loss=0.05488, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02752, over 45.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2866, pruned_loss=0.05485, over 2477313.40 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06658, over 23976.18 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2903, pruned_loss=0.05511, over 2434624.62 frames. utt_duration=1219 frames, utt_pad_proportion=0.07063, over 7996.72 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2864, pruned_loss=0.05494, over 2478494.09 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06578, over 25872.67 utterances.], batch size: 45, lr: 2.98e-04
2022-08-28 21:02:19,227 INFO [train.py:927] (4/8) Epoch 13, batch 8700, giga_loss[loss=0.2207, simple_loss=0.3046, pruned_loss=0.06843, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2864, pruned_loss=0.05484, over 2477140.78 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07113, over 24129.01 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2903, pruned_loss=0.05497, over 2436281.09 frames. utt_duration=1223 frames, utt_pad_proportion=0.06843, over 7978.30 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2861, pruned_loss=0.05503, over 2478276.80 frames. utt_duration=377 frames, utt_pad_proportion=0.07088, over 26374.01 utterances.], batch size: 113, lr: 2.98e-04
2022-08-28 21:04:19,698 INFO [train.py:927] (4/8) Epoch 13, batch 8750, libri_loss[loss=0.2081, simple_loss=0.2974, pruned_loss=0.05945, over 12393.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02549, over 43.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2849, pruned_loss=0.05373, over 2477559.41 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07068, over 24087.30 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.05469, over 2438054.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.06654, over 7940.96 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2848, pruned_loss=0.05411, over 2478327.69 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07111, over 26550.35 utterances.], batch size: 43, lr: 2.98e-04
2022-08-28 21:06:33,912 INFO [train.py:927] (4/8) Epoch 13, batch 8800, giga_loss[loss=0.1729, simple_loss=0.2653, pruned_loss=0.0402, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04132, over 31.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2839, pruned_loss=0.0533, over 2477969.86 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06845, over 23564.63 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2897, pruned_loss=0.05464, over 2438770.42 frames. utt_duration=1230 frames, utt_pad_proportion=0.06622, over 7943.47 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2839, pruned_loss=0.05363, over 2478814.62 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06907, over 25877.56 utterances.], batch size: 31, lr: 2.98e-04
2022-08-28 21:08:42,876 INFO [train.py:927] (4/8) Epoch 13, batch 8850, giga_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05593, over 12373.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04612, over 146.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.283, pruned_loss=0.05216, over 2477729.14 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06694, over 23293.21 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2895, pruned_loss=0.05454, over 2439520.73 frames. utt_duration=1235 frames, utt_pad_proportion=0.06472, over 7908.64 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.283, pruned_loss=0.05246, over 2478764.24 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06802, over 25605.92 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 21:10:42,178 INFO [train.py:927] (4/8) Epoch 13, batch 8900, giga_loss[loss=0.1701, simple_loss=0.2683, pruned_loss=0.03596, over 12389.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.02976, over 62.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2818, pruned_loss=0.05215, over 2477722.12 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07002, over 23897.78 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2894, pruned_loss=0.05451, over 2439943.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06467, over 7926.77 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2818, pruned_loss=0.05238, over 2478680.30 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07066, over 25916.97 utterances.], batch size: 62, lr: 2.98e-04
2022-08-28 21:12:38,926 INFO [train.py:927] (4/8) Epoch 13, batch 8950, giga_loss[loss=0.2285, simple_loss=0.3011, pruned_loss=0.07792, over 12395.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09773, over 256.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2832, pruned_loss=0.05179, over 2477813.50 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06793, over 23589.27 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2893, pruned_loss=0.05441, over 2441089.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06377, over 7917.49 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2831, pruned_loss=0.05199, over 2478732.20 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06889, over 25715.84 utterances.], batch size: 256, lr: 2.98e-04
2022-08-28 21:14:40,615 INFO [train.py:927] (4/8) Epoch 13, batch 9000, giga_loss[loss=0.1914, simple_loss=0.2862, pruned_loss=0.04825, over 12357.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02995, over 91.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2857, pruned_loss=0.05225, over 2477438.09 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06723, over 23761.94 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2894, pruned_loss=0.05442, over 2441191.73 frames. utt_duration=1238 frames, utt_pad_proportion=0.06306, over 7897.84 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05236, over 2478574.29 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06824, over 25669.39 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 21:14:40,616 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 21:14:55,179 INFO [train.py:967] (4/8) Epoch 13, validation: loss=0.1801, simple_loss=0.2937, pruned_loss=0.03325, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 21:16:55,711 INFO [train.py:927] (4/8) Epoch 13, batch 9050, giga_loss[loss=0.1827, simple_loss=0.265, pruned_loss=0.0502, over 12483.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03212, over 43.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2851, pruned_loss=0.05198, over 2478070.57 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06798, over 23809.51 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2901, pruned_loss=0.05476, over 2441760.33 frames. utt_duration=1214 frames, utt_pad_proportion=0.07047, over 8055.55 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05174, over 2478944.20 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06669, over 25395.24 utterances.], batch size: 43, lr: 2.98e-04
2022-08-28 21:18:55,791 INFO [train.py:927] (4/8) Epoch 13, batch 9100, giga_loss[loss=0.1674, simple_loss=0.2508, pruned_loss=0.042, over 12281.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02061, over 54.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05176, over 2477112.50 frames. utt_duration=421.4 frames, utt_pad_proportion=0.068, over 23582.86 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2898, pruned_loss=0.05478, over 2442676.84 frames. utt_duration=1224 frames, utt_pad_proportion=0.06853, over 7991.47 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2829, pruned_loss=0.05143, over 2478269.92 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06746, over 25489.40 utterances.], batch size: 54, lr: 2.98e-04
2022-08-28 21:20:59,373 INFO [train.py:927] (4/8) Epoch 13, batch 9150, giga_loss[loss=0.1995, simple_loss=0.2862, pruned_loss=0.05642, over 12402.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1717, over 355.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2846, pruned_loss=0.05228, over 2477465.68 frames. utt_duration=428 frames, utt_pad_proportion=0.06537, over 23217.24 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2895, pruned_loss=0.05469, over 2443887.48 frames. utt_duration=1227 frames, utt_pad_proportion=0.06702, over 7979.71 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2841, pruned_loss=0.05201, over 2478380.96 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06552, over 25243.39 utterances.], batch size: 355, lr: 2.98e-04
2022-08-28 21:23:00,177 INFO [train.py:927] (4/8) Epoch 13, batch 9200, giga_loss[loss=0.2164, simple_loss=0.3039, pruned_loss=0.0645, over 12432.00 frames. utt_duration=541.9 frames, utt_pad_proportion=0.03406, over 92.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2859, pruned_loss=0.0539, over 2477621.37 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06783, over 24393.94 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2894, pruned_loss=0.05464, over 2444447.13 frames. utt_duration=1228 frames, utt_pad_proportion=0.06639, over 7972.00 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2856, pruned_loss=0.05371, over 2478280.47 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06794, over 26216.72 utterances.], batch size: 92, lr: 2.98e-04
2022-08-28 21:24:53,432 INFO [train.py:927] (4/8) Epoch 13, batch 9250, giga_loss[loss=0.1851, simple_loss=0.2887, pruned_loss=0.04077, over 12411.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.02888, over 122.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2893, pruned_loss=0.05521, over 2478162.25 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06765, over 24823.82 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2897, pruned_loss=0.05472, over 2445349.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.06515, over 7949.96 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2887, pruned_loss=0.05499, over 2478611.41 frames. utt_duration=372.6 frames, utt_pad_proportion=0.0681, over 26693.11 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 21:27:12,722 INFO [train.py:927] (4/8) Epoch 13, batch 9300, giga_loss[loss=0.1849, simple_loss=0.2777, pruned_loss=0.04599, over 12453.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04198, over 161.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2899, pruned_loss=0.05575, over 2478105.13 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07001, over 25709.58 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2895, pruned_loss=0.05463, over 2446009.70 frames. utt_duration=1236 frames, utt_pad_proportion=0.0641, over 7925.54 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2896, pruned_loss=0.05567, over 2478582.24 frames. utt_duration=360.3 frames, utt_pad_proportion=0.0705, over 27605.80 utterances.], batch size: 161, lr: 2.98e-04
2022-08-28 21:29:10,600 INFO [train.py:927] (4/8) Epoch 13, batch 9350, giga_loss[loss=0.1747, simple_loss=0.2536, pruned_loss=0.04785, over 12358.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1765, over 356.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2888, pruned_loss=0.05522, over 2478640.98 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06804, over 25622.39 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2894, pruned_loss=0.05461, over 2446275.51 frames. utt_duration=1237 frames, utt_pad_proportion=0.06362, over 7918.28 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2887, pruned_loss=0.0552, over 2479081.77 frames. utt_duration=364.7 frames, utt_pad_proportion=0.06868, over 27275.73 utterances.], batch size: 356, lr: 2.98e-04
2022-08-28 21:31:17,863 INFO [train.py:927] (4/8) Epoch 13, batch 9400, giga_loss[loss=0.179, simple_loss=0.2801, pruned_loss=0.03897, over 12314.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.0315, over 66.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2881, pruned_loss=0.0553, over 2477951.95 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07067, over 25516.86 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.05472, over 2446497.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.06727, over 7973.29 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2876, pruned_loss=0.05521, over 2478687.80 frames. utt_duration=367 frames, utt_pad_proportion=0.07014, over 27104.92 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 21:33:13,380 INFO [train.py:927] (4/8) Epoch 13, batch 9450, giga_loss[loss=0.1755, simple_loss=0.2726, pruned_loss=0.03919, over 12333.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2871, pruned_loss=0.05411, over 2477627.49 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07069, over 24485.71 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.05474, over 2447295.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.06568, over 7954.66 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2866, pruned_loss=0.05402, over 2478491.29 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07067, over 26297.12 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 21:35:12,528 INFO [train.py:927] (4/8) Epoch 13, batch 9500, giga_loss[loss=0.1973, simple_loss=0.2947, pruned_loss=0.04994, over 12439.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02643, over 80.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2878, pruned_loss=0.05292, over 2477858.56 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06737, over 23374.95 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.29, pruned_loss=0.05468, over 2447877.57 frames. utt_duration=1235 frames, utt_pad_proportion=0.06438, over 7937.99 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2873, pruned_loss=0.05287, over 2478705.79 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06795, over 25194.12 utterances.], batch size: 80, lr: 2.98e-04
2022-08-28 21:37:17,951 INFO [train.py:927] (4/8) Epoch 13, batch 9550, giga_loss[loss=0.2254, simple_loss=0.3134, pruned_loss=0.06868, over 12439.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0438, over 114.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2884, pruned_loss=0.05288, over 2477903.33 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06687, over 23869.11 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2899, pruned_loss=0.05469, over 2448027.18 frames. utt_duration=1236 frames, utt_pad_proportion=0.06415, over 7929.30 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.288, pruned_loss=0.05282, over 2478565.95 frames. utt_duration=392.1 frames, utt_pad_proportion=0.0674, over 25364.05 utterances.], batch size: 114, lr: 2.98e-04
2022-08-28 21:39:22,430 INFO [train.py:927] (4/8) Epoch 13, batch 9600, giga_loss[loss=0.1964, simple_loss=0.2927, pruned_loss=0.05007, over 12363.00 frames. utt_duration=472.3 frames, utt_pad_proportion=0.04009, over 105.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2873, pruned_loss=0.05253, over 2477603.37 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07186, over 24560.81 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.0546, over 2448724.65 frames. utt_duration=1241 frames, utt_pad_proportion=0.06283, over 7905.11 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2872, pruned_loss=0.0525, over 2478429.94 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07246, over 26317.61 utterances.], batch size: 105, lr: 2.98e-04
2022-08-28 21:41:34,959 INFO [train.py:927] (4/8) Epoch 13, batch 9650, giga_loss[loss=0.1912, simple_loss=0.2834, pruned_loss=0.04945, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03081, over 42.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2878, pruned_loss=0.05206, over 2478067.66 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06863, over 24328.43 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2895, pruned_loss=0.05459, over 2449283.83 frames. utt_duration=1243 frames, utt_pad_proportion=0.06215, over 7889.67 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2878, pruned_loss=0.05199, over 2478615.12 frames. utt_duration=383.4 frames, utt_pad_proportion=0.0695, over 25939.86 utterances.], batch size: 42, lr: 2.98e-04
2022-08-28 21:43:54,245 INFO [train.py:927] (4/8) Epoch 13, batch 9700, giga_loss[loss=0.1971, simple_loss=0.2863, pruned_loss=0.05397, over 12463.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02889, over 80.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2895, pruned_loss=0.0524, over 2477739.56 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06449, over 23569.70 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2893, pruned_loss=0.05455, over 2449640.10 frames. utt_duration=1248 frames, utt_pad_proportion=0.06119, over 7859.82 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2896, pruned_loss=0.05234, over 2478505.51 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06576, over 25258.13 utterances.], batch size: 80, lr: 2.98e-04
2022-08-28 21:46:11,986 INFO [train.py:927] (4/8) Epoch 13, batch 9750, giga_loss[loss=0.1828, simple_loss=0.2751, pruned_loss=0.0452, over 12385.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04574, over 146.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2891, pruned_loss=0.05274, over 2477249.86 frames. utt_duration=437.3 frames, utt_pad_proportion=0.06155, over 22721.92 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2896, pruned_loss=0.05452, over 2449943.50 frames. utt_duration=1247 frames, utt_pad_proportion=0.06032, over 7865.51 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.289, pruned_loss=0.05265, over 2478579.22 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06307, over 24631.28 utterances.], batch size: 146, lr: 2.97e-04
2022-08-28 21:48:15,757 INFO [train.py:927] (4/8) Epoch 13, batch 9800, giga_loss[loss=0.1858, simple_loss=0.2832, pruned_loss=0.04421, over 12405.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05908, over 182.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2884, pruned_loss=0.05209, over 2477730.81 frames. utt_duration=424 frames, utt_pad_proportion=0.06084, over 23442.42 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2897, pruned_loss=0.05454, over 2450157.78 frames. utt_duration=1247 frames, utt_pad_proportion=0.06009, over 7866.18 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2882, pruned_loss=0.05199, over 2478705.06 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06212, over 25000.12 utterances.], batch size: 182, lr: 2.97e-04
2022-08-28 21:50:13,009 INFO [train.py:927] (4/8) Epoch 13, batch 9850, giga_loss[loss=0.179, simple_loss=0.2821, pruned_loss=0.03796, over 12305.00 frames. utt_duration=747.2 frames, utt_pad_proportion=0.02963, over 66.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2891, pruned_loss=0.05209, over 2477375.37 frames. utt_duration=432.4 frames, utt_pad_proportion=0.05854, over 22978.00 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.289, pruned_loss=0.05422, over 2450340.64 frames. utt_duration=1254 frames, utt_pad_proportion=0.05876, over 7827.63 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2896, pruned_loss=0.05225, over 2478769.97 frames. utt_duration=402.8 frames, utt_pad_proportion=0.0601, over 24689.66 utterances.], batch size: 66, lr: 2.97e-04
2022-08-28 21:52:03,384 INFO [train.py:927] (4/8) Epoch 13, batch 9900, giga_loss[loss=0.1942, simple_loss=0.2766, pruned_loss=0.05592, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04624, over 161.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2881, pruned_loss=0.05246, over 2477050.93 frames. utt_duration=427.6 frames, utt_pad_proportion=0.05809, over 23235.20 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2888, pruned_loss=0.05408, over 2450661.52 frames. utt_duration=1254 frames, utt_pad_proportion=0.0583, over 7827.63 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2887, pruned_loss=0.05269, over 2478468.10 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0595, over 24950.87 utterances.], batch size: 161, lr: 2.97e-04
2022-08-28 21:53:56,479 INFO [train.py:927] (4/8) Epoch 13, batch 9950, giga_loss[loss=0.2278, simple_loss=0.3191, pruned_loss=0.06828, over 12435.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2886, pruned_loss=0.05358, over 2477285.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.05805, over 22928.47 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2884, pruned_loss=0.05386, over 2451198.65 frames. utt_duration=1258 frames, utt_pad_proportion=0.05744, over 7804.30 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2894, pruned_loss=0.05393, over 2478396.29 frames. utt_duration=404.4 frames, utt_pad_proportion=0.05943, over 24590.26 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 21:55:38,317 INFO [train.py:927] (4/8) Epoch 13, batch 10000, giga_loss[loss=0.2197, simple_loss=0.3205, pruned_loss=0.05948, over 12445.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03753, over 123.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2951, pruned_loss=0.05669, over 2476867.88 frames. utt_duration=444.5 frames, utt_pad_proportion=0.05871, over 22353.68 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2882, pruned_loss=0.05386, over 2451360.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05732, over 7810.98 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2959, pruned_loss=0.05698, over 2478053.63 frames. utt_duration=415.6 frames, utt_pad_proportion=0.05985, over 23921.74 utterances.], batch size: 123, lr: 2.97e-04
2022-08-28 21:57:21,700 INFO [train.py:927] (4/8) Epoch 13, batch 10050, giga_loss[loss=0.1665, simple_loss=0.2608, pruned_loss=0.03605, over 12349.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02871, over 66.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2947, pruned_loss=0.05729, over 2475650.82 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06074, over 21429.64 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2886, pruned_loss=0.05384, over 2451751.62 frames. utt_duration=1260 frames, utt_pad_proportion=0.05607, over 7793.76 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2953, pruned_loss=0.05765, over 2476927.71 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06198, over 23089.91 utterances.], batch size: 66, lr: 2.97e-04
2022-08-28 21:59:03,581 INFO [train.py:927] (4/8) Epoch 13, batch 10100, giga_loss[loss=0.1594, simple_loss=0.248, pruned_loss=0.03544, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02918, over 66.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2894, pruned_loss=0.05549, over 2475417.48 frames. utt_duration=488.7 frames, utt_pad_proportion=0.05813, over 20316.87 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2886, pruned_loss=0.05378, over 2452066.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05483, over 7757.43 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2899, pruned_loss=0.05591, over 2476815.20 frames. utt_duration=450.6 frames, utt_pad_proportion=0.05979, over 22050.17 utterances.], batch size: 66, lr: 2.97e-04
2022-08-28 22:00:46,882 INFO [train.py:927] (4/8) Epoch 13, batch 10150, giga_loss[loss=0.1608, simple_loss=0.2472, pruned_loss=0.03725, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03048, over 85.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2812, pruned_loss=0.05315, over 2475073.89 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06145, over 20376.52 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2884, pruned_loss=0.05367, over 2452209.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05446, over 7740.89 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2818, pruned_loss=0.05358, over 2476257.03 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0627, over 21872.01 utterances.], batch size: 85, lr: 2.97e-04
2022-08-28 22:02:29,390 INFO [train.py:927] (4/8) Epoch 13, batch 10200, giga_loss[loss=0.1715, simple_loss=0.2601, pruned_loss=0.0414, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02837, over 48.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2753, pruned_loss=0.051, over 2475466.87 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06178, over 19924.73 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2884, pruned_loss=0.05358, over 2452327.32 frames. utt_duration=1267 frames, utt_pad_proportion=0.05484, over 7749.54 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2755, pruned_loss=0.05139, over 2476624.93 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06267, over 21272.13 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 22:04:09,069 INFO [train.py:927] (4/8) Epoch 13, batch 10250, giga_loss[loss=0.1773, simple_loss=0.2453, pruned_loss=0.05467, over 12357.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.208, over 371.00 utterances.], tot_loss[loss=0.1852, simple_loss=0.2705, pruned_loss=0.04991, over 2474738.28 frames. utt_duration=498 frames, utt_pad_proportion=0.06653, over 19932.09 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2881, pruned_loss=0.05349, over 2452996.88 frames. utt_duration=1273 frames, utt_pad_proportion=0.05363, over 7718.42 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2706, pruned_loss=0.05023, over 2475676.41 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06741, over 21362.51 utterances.], batch size: 371, lr: 2.97e-04
2022-08-28 22:05:56,495 INFO [train.py:927] (4/8) Epoch 13, batch 10300, giga_loss[loss=0.1692, simple_loss=0.2498, pruned_loss=0.04425, over 12372.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03083, over 97.00 utterances.], tot_loss[loss=0.1826, simple_loss=0.2674, pruned_loss=0.04895, over 2474916.05 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06901, over 19884.72 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2883, pruned_loss=0.05358, over 2454070.64 frames. utt_duration=1263 frames, utt_pad_proportion=0.05693, over 7784.16 utterances.], giga_tot_loss[loss=0.1822, simple_loss=0.2665, pruned_loss=0.04896, over 2475469.19 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06864, over 21444.59 utterances.], batch size: 97, lr: 2.97e-04
2022-08-28 22:07:40,424 INFO [train.py:927] (4/8) Epoch 13, batch 10350, giga_loss[loss=0.1627, simple_loss=0.2375, pruned_loss=0.0439, over 12330.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03371, over 85.00 utterances.], tot_loss[loss=0.1781, simple_loss=0.2625, pruned_loss=0.04683, over 2473840.35 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06682, over 19405.00 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2879, pruned_loss=0.05336, over 2454198.01 frames. utt_duration=1266 frames, utt_pad_proportion=0.05604, over 7763.61 utterances.], giga_tot_loss[loss=0.1777, simple_loss=0.2617, pruned_loss=0.04691, over 2474626.02 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06706, over 20937.79 utterances.], batch size: 85, lr: 2.97e-04
2022-08-28 22:09:21,088 INFO [train.py:927] (4/8) Epoch 13, batch 10400, giga_loss[loss=0.1533, simple_loss=0.2243, pruned_loss=0.0411, over 12359.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1911, over 363.00 utterances.], tot_loss[loss=0.1737, simple_loss=0.2575, pruned_loss=0.04492, over 2473915.88 frames. utt_duration=522.1 frames, utt_pad_proportion=0.0704, over 19006.55 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2879, pruned_loss=0.05337, over 2454633.13 frames. utt_duration=1269 frames, utt_pad_proportion=0.05472, over 7743.85 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2561, pruned_loss=0.04477, over 2474703.45 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07088, over 20567.24 utterances.], batch size: 363, lr: 2.97e-04
2022-08-28 22:11:04,395 INFO [train.py:927] (4/8) Epoch 13, batch 10450, giga_loss[loss=0.1986, simple_loss=0.2841, pruned_loss=0.05656, over 12176.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03524, over 39.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.259, pruned_loss=0.04612, over 2474125.68 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07376, over 19853.61 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.0533, over 2454590.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05455, over 7734.13 utterances.], giga_tot_loss[loss=0.175, simple_loss=0.2579, pruned_loss=0.04603, over 2474852.58 frames. utt_duration=470 frames, utt_pad_proportion=0.074, over 21126.71 utterances.], batch size: 39, lr: 2.97e-04
2022-08-28 22:12:49,653 INFO [train.py:927] (4/8) Epoch 13, batch 10500, giga_loss[loss=0.228, simple_loss=0.3103, pruned_loss=0.07288, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02369, over 48.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2702, pruned_loss=0.05122, over 2474284.36 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07229, over 19782.75 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2874, pruned_loss=0.05316, over 2454837.96 frames. utt_duration=1271 frames, utt_pad_proportion=0.05433, over 7731.87 utterances.], giga_tot_loss[loss=0.1857, simple_loss=0.269, pruned_loss=0.05115, over 2475075.99 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07277, over 21070.98 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 22:14:30,033 INFO [train.py:927] (4/8) Epoch 13, batch 10550, giga_loss[loss=0.197, simple_loss=0.2924, pruned_loss=0.05078, over 12357.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03494, over 104.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2779, pruned_loss=0.05384, over 2473998.71 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07399, over 19374.42 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2878, pruned_loss=0.05322, over 2455439.25 frames. utt_duration=1270 frames, utt_pad_proportion=0.0539, over 7743.46 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2763, pruned_loss=0.05374, over 2474624.97 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07466, over 20717.95 utterances.], batch size: 104, lr: 2.97e-04
2022-08-28 22:16:10,940 INFO [train.py:927] (4/8) Epoch 13, batch 10600, giga_loss[loss=0.217, simple_loss=0.306, pruned_loss=0.06396, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2809, pruned_loss=0.05481, over 2473643.21 frames. utt_duration=514.6 frames, utt_pad_proportion=0.07394, over 19282.85 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2875, pruned_loss=0.05309, over 2455427.16 frames. utt_duration=1276 frames, utt_pad_proportion=0.05285, over 7706.49 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2797, pruned_loss=0.05487, over 2474666.66 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07498, over 20703.16 utterances.], batch size: 91, lr: 2.97e-04
2022-08-28 22:17:49,922 INFO [train.py:927] (4/8) Epoch 13, batch 10650, giga_loss[loss=0.2261, simple_loss=0.3114, pruned_loss=0.0704, over 12341.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03601, over 104.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2849, pruned_loss=0.05706, over 2472067.14 frames. utt_duration=530.7 frames, utt_pad_proportion=0.0721, over 18685.40 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2874, pruned_loss=0.05301, over 2455301.68 frames. utt_duration=1276 frames, utt_pad_proportion=0.05234, over 7707.28 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2839, pruned_loss=0.05724, over 2473334.39 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07337, over 20011.01 utterances.], batch size: 104, lr: 2.97e-04
2022-08-28 22:19:34,017 INFO [train.py:927] (4/8) Epoch 13, batch 10700, giga_loss[loss=0.2752, simple_loss=0.3384, pruned_loss=0.106, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2903, pruned_loss=0.05931, over 2472451.88 frames. utt_duration=523.4 frames, utt_pad_proportion=0.07188, over 18948.21 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2872, pruned_loss=0.05303, over 2455561.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05134, over 7689.76 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2897, pruned_loss=0.05952, over 2473590.01 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07338, over 20251.36 utterances.], batch size: 258, lr: 2.97e-04
2022-08-28 22:21:16,028 INFO [train.py:927] (4/8) Epoch 13, batch 10750, libri_loss[loss=0.1953, simple_loss=0.2878, pruned_loss=0.05142, over 12465.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008262, over 39.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.293, pruned_loss=0.06003, over 2473035.42 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06942, over 18311.67 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2866, pruned_loss=0.0527, over 2456376.46 frames. utt_duration=1286 frames, utt_pad_proportion=0.04962, over 7651.69 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2933, pruned_loss=0.0608, over 2473904.99 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07177, over 19866.02 utterances.], batch size: 39, lr: 2.97e-04
2022-08-28 22:22:58,183 INFO [train.py:927] (4/8) Epoch 13, batch 10800, giga_loss[loss=0.2349, simple_loss=0.3163, pruned_loss=0.07669, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03754, over 51.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2955, pruned_loss=0.06048, over 2472903.69 frames. utt_duration=533.9 frames, utt_pad_proportion=0.07425, over 18579.55 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2868, pruned_loss=0.05283, over 2456543.64 frames. utt_duration=1275 frames, utt_pad_proportion=0.05273, over 7716.61 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2956, pruned_loss=0.06108, over 2473663.16 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07492, over 19890.14 utterances.], batch size: 51, lr: 2.97e-04
2022-08-28 22:24:43,589 INFO [train.py:927] (4/8) Epoch 13, batch 10850, giga_loss[loss=0.2138, simple_loss=0.3078, pruned_loss=0.05997, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05238, over 161.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2954, pruned_loss=0.05927, over 2471830.97 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06951, over 17253.23 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2866, pruned_loss=0.05261, over 2456931.62 frames. utt_duration=1277 frames, utt_pad_proportion=0.05177, over 7703.82 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06018, over 2472582.68 frames. utt_duration=531.9 frames, utt_pad_proportion=0.071, over 18646.43 utterances.], batch size: 161, lr: 2.97e-04
2022-08-28 22:26:27,595 INFO [train.py:927] (4/8) Epoch 13, batch 10900, giga_loss[loss=0.3319, simple_loss=0.3779, pruned_loss=0.1429, over 12395.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09996, over 257.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06093, over 2472514.77 frames. utt_duration=585.3 frames, utt_pad_proportion=0.06738, over 16940.11 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2868, pruned_loss=0.05273, over 2457309.14 frames. utt_duration=1274 frames, utt_pad_proportion=0.05188, over 7722.15 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2975, pruned_loss=0.06166, over 2472988.99 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06881, over 18147.61 utterances.], batch size: 257, lr: 2.97e-04
2022-08-28 22:28:12,671 INFO [train.py:927] (4/8) Epoch 13, batch 10950, libri_loss[loss=0.1979, simple_loss=0.2916, pruned_loss=0.05208, over 12275.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007373, over 32.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2977, pruned_loss=0.0623, over 2471957.48 frames. utt_duration=613.4 frames, utt_pad_proportion=0.06291, over 16159.17 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2868, pruned_loss=0.05269, over 2457804.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.0512, over 7707.17 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2985, pruned_loss=0.0633, over 2472487.00 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06492, over 17515.20 utterances.], batch size: 32, lr: 2.97e-04
2022-08-28 22:29:53,931 INFO [train.py:927] (4/8) Epoch 13, batch 11000, giga_loss[loss=0.2089, simple_loss=0.2905, pruned_loss=0.06366, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2958, pruned_loss=0.06216, over 2471992.49 frames. utt_duration=615 frames, utt_pad_proportion=0.06331, over 16118.22 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2866, pruned_loss=0.05265, over 2458203.06 frames. utt_duration=1277 frames, utt_pad_proportion=0.05065, over 7706.54 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.297, pruned_loss=0.06333, over 2472548.66 frames. utt_duration=566 frames, utt_pad_proportion=0.06537, over 17519.46 utterances.], batch size: 48, lr: 2.97e-04
2022-08-28 22:31:35,825 INFO [train.py:927] (4/8) Epoch 13, batch 11050, giga_loss[loss=0.1974, simple_loss=0.2786, pruned_loss=0.05807, over 12436.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04097, over 34.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2955, pruned_loss=0.06184, over 2473170.43 frames. utt_duration=590.4 frames, utt_pad_proportion=0.06452, over 16797.82 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05274, over 2458814.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.05009, over 7713.46 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2965, pruned_loss=0.06287, over 2473315.84 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06629, over 18062.45 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:33:19,973 INFO [train.py:927] (4/8) Epoch 13, batch 11100, giga_loss[loss=0.1848, simple_loss=0.2685, pruned_loss=0.05052, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03506, over 43.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2921, pruned_loss=0.06018, over 2473422.37 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06547, over 17608.49 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2868, pruned_loss=0.0527, over 2459027.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.04932, over 7697.34 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2929, pruned_loss=0.06118, over 2473585.78 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06717, over 18800.00 utterances.], batch size: 43, lr: 2.97e-04
2022-08-28 22:35:02,808 INFO [train.py:927] (4/8) Epoch 13, batch 11150, libri_loss[loss=0.1979, simple_loss=0.2903, pruned_loss=0.0528, over 12275.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007791, over 37.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2882, pruned_loss=0.05909, over 2473232.23 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06126, over 17383.33 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05285, over 2459170.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.04868, over 7684.48 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2889, pruned_loss=0.06, over 2473748.00 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06333, over 18712.55 utterances.], batch size: 37, lr: 2.97e-04
2022-08-28 22:36:46,192 INFO [train.py:927] (4/8) Epoch 13, batch 11200, giga_loss[loss=0.1875, simple_loss=0.2729, pruned_loss=0.05107, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03481, over 40.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2874, pruned_loss=0.05908, over 2474073.69 frames. utt_duration=527.2 frames, utt_pad_proportion=0.07079, over 18825.07 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05289, over 2459384.80 frames. utt_duration=1280 frames, utt_pad_proportion=0.0484, over 7691.73 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2881, pruned_loss=0.05997, over 2474728.76 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07198, over 20190.94 utterances.], batch size: 40, lr: 2.97e-04
2022-08-28 22:38:23,471 INFO [train.py:927] (4/8) Epoch 13, batch 11250, giga_loss[loss=0.2054, simple_loss=0.288, pruned_loss=0.06134, over 12450.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03562, over 86.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2852, pruned_loss=0.05803, over 2472325.68 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06492, over 17267.16 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2865, pruned_loss=0.05276, over 2459343.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.04771, over 7668.09 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2859, pruned_loss=0.05895, over 2473115.34 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0667, over 18560.05 utterances.], batch size: 86, lr: 2.97e-04
2022-08-28 22:40:07,965 INFO [train.py:927] (4/8) Epoch 13, batch 11300, giga_loss[loss=0.1922, simple_loss=0.271, pruned_loss=0.05673, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03454, over 105.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2823, pruned_loss=0.05678, over 2472187.91 frames. utt_duration=597.9 frames, utt_pad_proportion=0.05922, over 16581.57 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2863, pruned_loss=0.05266, over 2459388.50 frames. utt_duration=1286 frames, utt_pad_proportion=0.04712, over 7658.76 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2831, pruned_loss=0.05769, over 2473020.36 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06139, over 17787.38 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 22:41:53,061 INFO [train.py:927] (4/8) Epoch 13, batch 11350, giga_loss[loss=0.1646, simple_loss=0.2504, pruned_loss=0.03945, over 12467.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03001, over 55.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2796, pruned_loss=0.05573, over 2472268.74 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05557, over 16046.57 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2866, pruned_loss=0.05274, over 2459708.54 frames. utt_duration=1286 frames, utt_pad_proportion=0.04662, over 7657.19 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2798, pruned_loss=0.05649, over 2472982.24 frames. utt_duration=575 frames, utt_pad_proportion=0.05792, over 17248.03 utterances.], batch size: 55, lr: 2.97e-04
2022-08-28 22:43:34,434 INFO [train.py:927] (4/8) Epoch 13, batch 11400, giga_loss[loss=0.1682, simple_loss=0.2573, pruned_loss=0.03954, over 12432.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03656, over 113.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2771, pruned_loss=0.0547, over 2472654.10 frames. utt_duration=641.5 frames, utt_pad_proportion=0.05161, over 15453.10 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2862, pruned_loss=0.05259, over 2459752.71 frames. utt_duration=1292 frames, utt_pad_proportion=0.04566, over 7623.87 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2774, pruned_loss=0.05551, over 2473548.00 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05429, over 16666.50 utterances.], batch size: 113, lr: 2.97e-04
2022-08-28 22:45:17,686 INFO [train.py:927] (4/8) Epoch 13, batch 11450, giga_loss[loss=0.1706, simple_loss=0.2496, pruned_loss=0.04574, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0298, over 43.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.275, pruned_loss=0.0541, over 2471263.26 frames. utt_duration=671.7 frames, utt_pad_proportion=0.04887, over 14750.24 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05272, over 2460145.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04441, over 7612.21 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2745, pruned_loss=0.05469, over 2472030.81 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05191, over 15972.68 utterances.], batch size: 43, lr: 2.97e-04
2022-08-28 22:47:00,957 INFO [train.py:927] (4/8) Epoch 13, batch 11500, libri_loss[loss=0.1929, simple_loss=0.2772, pruned_loss=0.05431, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.00559, over 31.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2736, pruned_loss=0.05393, over 2470894.76 frames. utt_duration=663.3 frames, utt_pad_proportion=0.04998, over 14933.30 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2864, pruned_loss=0.05268, over 2460104.65 frames. utt_duration=1298 frames, utt_pad_proportion=0.04343, over 7591.11 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.273, pruned_loss=0.05449, over 2471921.32 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05278, over 16160.71 utterances.], batch size: 31, lr: 2.97e-04
2022-08-28 22:48:46,919 INFO [train.py:927] (4/8) Epoch 13, batch 11550, giga_loss[loss=0.2079, simple_loss=0.2867, pruned_loss=0.06455, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03393, over 42.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2767, pruned_loss=0.05593, over 2471066.22 frames. utt_duration=637.6 frames, utt_pad_proportion=0.05534, over 15539.70 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2865, pruned_loss=0.05271, over 2459881.27 frames. utt_duration=1299 frames, utt_pad_proportion=0.04293, over 7584.27 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.276, pruned_loss=0.05637, over 2472216.93 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05743, over 16617.55 utterances.], batch size: 42, lr: 2.97e-04
2022-08-28 22:50:32,093 INFO [train.py:927] (4/8) Epoch 13, batch 11600, giga_loss[loss=0.2147, simple_loss=0.29, pruned_loss=0.06965, over 12415.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03209, over 37.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2828, pruned_loss=0.05937, over 2471647.83 frames. utt_duration=620.1 frames, utt_pad_proportion=0.06015, over 15981.01 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2868, pruned_loss=0.0528, over 2460140.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04275, over 7595.37 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2819, pruned_loss=0.0597, over 2472472.04 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06165, over 16928.39 utterances.], batch size: 37, lr: 2.97e-04
2022-08-28 22:52:18,764 INFO [train.py:927] (4/8) Epoch 13, batch 11650, giga_loss[loss=0.2159, simple_loss=0.313, pruned_loss=0.05943, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03871, over 105.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2889, pruned_loss=0.06186, over 2472467.06 frames. utt_duration=551.7 frames, utt_pad_proportion=0.07137, over 17974.28 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2871, pruned_loss=0.05298, over 2460297.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.04217, over 7595.54 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2879, pruned_loss=0.06208, over 2473174.23 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07227, over 18884.03 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 22:54:02,148 INFO [train.py:927] (4/8) Epoch 13, batch 11700, giga_loss[loss=0.2244, simple_loss=0.3066, pruned_loss=0.0711, over 12367.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07534, over 212.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.296, pruned_loss=0.06581, over 2473176.97 frames. utt_duration=521.4 frames, utt_pad_proportion=0.07821, over 19029.00 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2872, pruned_loss=0.05294, over 2460429.01 frames. utt_duration=1293 frames, utt_pad_proportion=0.04213, over 7619.44 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2951, pruned_loss=0.06617, over 2473786.21 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07885, over 19875.98 utterances.], batch size: 212, lr: 2.97e-04
2022-08-28 22:55:43,643 INFO [train.py:927] (4/8) Epoch 13, batch 11750, giga_loss[loss=0.1961, simple_loss=0.2836, pruned_loss=0.05432, over 12449.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03135, over 55.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2946, pruned_loss=0.06338, over 2472797.84 frames. utt_duration=540.1 frames, utt_pad_proportion=0.07085, over 18363.15 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2868, pruned_loss=0.05283, over 2460318.95 frames. utt_duration=1299 frames, utt_pad_proportion=0.0415, over 7583.33 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2945, pruned_loss=0.0641, over 2473743.50 frames. utt_duration=512 frames, utt_pad_proportion=0.0722, over 19383.61 utterances.], batch size: 55, lr: 2.97e-04
2022-08-28 22:57:25,144 INFO [train.py:927] (4/8) Epoch 13, batch 11800, libri_loss[loss=0.1843, simple_loss=0.2722, pruned_loss=0.04819, over 12459.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008566, over 29.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2932, pruned_loss=0.06177, over 2472378.48 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06644, over 17774.44 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2864, pruned_loss=0.05267, over 2460344.11 frames. utt_duration=1306 frames, utt_pad_proportion=0.04047, over 7545.34 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2938, pruned_loss=0.06279, over 2473483.34 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06844, over 18951.13 utterances.], batch size: 29, lr: 2.97e-04
2022-08-28 22:59:09,373 INFO [train.py:927] (4/8) Epoch 13, batch 11850, giga_loss[loss=0.2295, simple_loss=0.3116, pruned_loss=0.0737, over 12368.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06555, over 183.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2944, pruned_loss=0.06198, over 2473087.40 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06454, over 17312.39 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2859, pruned_loss=0.05258, over 2460813.88 frames. utt_duration=1312 frames, utt_pad_proportion=0.03966, over 7512.64 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2954, pruned_loss=0.06315, over 2473939.65 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06687, over 18600.80 utterances.], batch size: 183, lr: 2.97e-04
2022-08-28 23:00:55,114 INFO [train.py:927] (4/8) Epoch 13, batch 11900, giga_loss[loss=0.2103, simple_loss=0.2984, pruned_loss=0.06106, over 12445.00 frames. utt_duration=624 frames, utt_pad_proportion=0.031, over 80.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2965, pruned_loss=0.06386, over 2472056.43 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06411, over 17701.47 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2854, pruned_loss=0.05242, over 2460766.57 frames. utt_duration=1317 frames, utt_pad_proportion=0.03899, over 7482.09 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2981, pruned_loss=0.0652, over 2473015.52 frames. utt_duration=522.4 frames, utt_pad_proportion=0.0664, over 18989.51 utterances.], batch size: 80, lr: 2.97e-04
2022-08-28 23:02:38,726 INFO [train.py:927] (4/8) Epoch 13, batch 11950, giga_loss[loss=0.1973, simple_loss=0.2856, pruned_loss=0.05448, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2973, pruned_loss=0.06404, over 2472279.38 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06443, over 17172.67 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05237, over 2460911.38 frames. utt_duration=1320 frames, utt_pad_proportion=0.03858, over 7465.94 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2985, pruned_loss=0.06531, over 2473060.32 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06657, over 18342.77 utterances.], batch size: 133, lr: 2.96e-04
2022-08-28 23:04:23,083 INFO [train.py:927] (4/8) Epoch 13, batch 12000, giga_loss[loss=0.2181, simple_loss=0.3105, pruned_loss=0.06287, over 12400.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2977, pruned_loss=0.06379, over 2473164.73 frames. utt_duration=600.6 frames, utt_pad_proportion=0.0637, over 16512.23 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05241, over 2461095.91 frames. utt_duration=1321 frames, utt_pad_proportion=0.03801, over 7462.67 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2988, pruned_loss=0.06497, over 2473832.74 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06588, over 17607.51 utterances.], batch size: 58, lr: 2.96e-04
2022-08-28 23:04:23,084 INFO [train.py:958] (4/8) Computing validation loss
2022-08-28 23:04:36,922 INFO [train.py:967] (4/8) 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 23:06:20,293 INFO [train.py:927] (4/8) Epoch 13, batch 12050, giga_loss[loss=0.1914, simple_loss=0.2749, pruned_loss=0.05397, over 12346.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02303, over 45.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2987, pruned_loss=0.06427, over 2473671.39 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05972, over 16354.79 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05237, over 2461145.14 frames. utt_duration=1323 frames, utt_pad_proportion=0.0376, over 7449.77 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2999, pruned_loss=0.06539, over 2474318.20 frames. utt_duration=572 frames, utt_pad_proportion=0.06195, over 17349.20 utterances.], batch size: 45, lr: 2.96e-04
2022-08-28 23:08:03,942 INFO [train.py:927] (4/8) Epoch 13, batch 12100, giga_loss[loss=0.2166, simple_loss=0.2888, pruned_loss=0.07225, over 12355.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2984, pruned_loss=0.06491, over 2472932.03 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06229, over 16522.08 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2854, pruned_loss=0.05234, over 2461171.69 frames. utt_duration=1312 frames, utt_pad_proportion=0.04179, over 7511.28 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2996, pruned_loss=0.066, over 2473594.09 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06254, over 17375.54 utterances.], batch size: 370, lr: 2.96e-04
2022-08-28 23:09:44,412 INFO [train.py:927] (4/8) Epoch 13, batch 12150, giga_loss[loss=0.2431, simple_loss=0.3193, pruned_loss=0.08348, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06493, over 2472077.15 frames. utt_duration=619.2 frames, utt_pad_proportion=0.0594, over 16007.71 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2854, pruned_loss=0.05228, over 2461322.49 frames. utt_duration=1312 frames, utt_pad_proportion=0.04171, over 7511.62 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2991, pruned_loss=0.06602, over 2472625.35 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05987, over 16802.32 utterances.], batch size: 212, lr: 2.96e-04
2022-08-28 23:11:25,333 INFO [train.py:927] (4/8) Epoch 13, batch 12200, giga_loss[loss=0.2077, simple_loss=0.295, pruned_loss=0.06017, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03144, over 42.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2984, pruned_loss=0.0651, over 2473010.32 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05618, over 15733.29 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2855, pruned_loss=0.05259, over 2461809.55 frames. utt_duration=1313 frames, utt_pad_proportion=0.04069, over 7507.65 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2996, pruned_loss=0.06611, over 2473388.96 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05737, over 16647.76 utterances.], batch size: 42, lr: 2.96e-04
2022-08-28 23:13:07,762 INFO [train.py:927] (4/8) Epoch 13, batch 12250, giga_loss[loss=0.2173, simple_loss=0.3015, pruned_loss=0.06652, over 12411.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02519, over 66.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.299, pruned_loss=0.06542, over 2472961.72 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05605, over 15577.51 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05276, over 2461975.27 frames. utt_duration=1312 frames, utt_pad_proportion=0.04045, over 7514.37 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3002, pruned_loss=0.06629, over 2473294.75 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05724, over 16438.43 utterances.], batch size: 66, lr: 2.96e-04
2022-08-28 23:14:53,915 INFO [train.py:927] (4/8) Epoch 13, batch 12300, giga_loss[loss=0.2188, simple_loss=0.3085, pruned_loss=0.06452, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2983, pruned_loss=0.06562, over 2472999.54 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05989, over 16367.34 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2853, pruned_loss=0.05271, over 2462035.95 frames. utt_duration=1315 frames, utt_pad_proportion=0.04003, over 7495.74 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2996, pruned_loss=0.06652, over 2473348.90 frames. utt_duration=577.3 frames, utt_pad_proportion=0.0609, over 17181.71 utterances.], batch size: 113, lr: 2.96e-04
2022-08-28 23:16:32,419 INFO [train.py:927] (4/8) Epoch 13, batch 12350, giga_loss[loss=0.1968, simple_loss=0.2753, pruned_loss=0.05918, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03243, over 42.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2965, pruned_loss=0.06469, over 2472452.67 frames. utt_duration=626.4 frames, utt_pad_proportion=0.05655, over 15827.48 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2858, pruned_loss=0.05274, over 2462075.70 frames. utt_duration=1316 frames, utt_pad_proportion=0.03963, over 7493.31 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2973, pruned_loss=0.06554, over 2472838.50 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05778, over 16591.21 utterances.], batch size: 42, lr: 2.96e-04
2022-08-28 23:18:17,446 INFO [train.py:927] (4/8) Epoch 13, batch 12400, giga_loss[loss=0.1754, simple_loss=0.2598, pruned_loss=0.04547, over 12479.00 frames. utt_duration=1921 frames, utt_pad_proportion=0.03754, over 26.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2934, pruned_loss=0.06311, over 2471666.27 frames. utt_duration=633.3 frames, utt_pad_proportion=0.06005, over 15647.78 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2862, pruned_loss=0.05294, over 2462426.13 frames. utt_duration=1313 frames, utt_pad_proportion=0.03957, over 7509.88 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2938, pruned_loss=0.06377, over 2471796.52 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06105, over 16343.67 utterances.], batch size: 26, lr: 2.96e-04
2022-08-28 23:19:57,794 INFO [train.py:927] (4/8) Epoch 13, batch 12450, giga_loss[loss=0.1697, simple_loss=0.2529, pruned_loss=0.04323, over 12396.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02493, over 66.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2903, pruned_loss=0.0619, over 2472061.68 frames. utt_duration=593.3 frames, utt_pad_proportion=0.06597, over 16709.53 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.05298, over 2462572.13 frames. utt_duration=1316 frames, utt_pad_proportion=0.03917, over 7495.29 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2909, pruned_loss=0.0625, over 2472150.92 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06672, over 17373.19 utterances.], batch size: 66, lr: 2.96e-04
2022-08-28 23:21:39,405 INFO [train.py:927] (4/8) Epoch 13, batch 12500, giga_loss[loss=0.2042, simple_loss=0.2947, pruned_loss=0.05692, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2871, pruned_loss=0.06064, over 2472085.01 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06123, over 16579.72 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05313, over 2462295.56 frames. utt_duration=1315 frames, utt_pad_proportion=0.03889, over 7495.92 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2876, pruned_loss=0.06108, over 2472545.68 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06224, over 17230.31 utterances.], batch size: 113, lr: 2.96e-04
2022-08-28 23:23:23,487 INFO [train.py:927] (4/8) Epoch 13, batch 12550, libri_loss[loss=0.1869, simple_loss=0.2806, pruned_loss=0.04656, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01016, over 28.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2887, pruned_loss=0.06087, over 2472051.56 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06427, over 17019.62 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.05325, over 2462366.30 frames. utt_duration=1313 frames, utt_pad_proportion=0.03904, over 7507.55 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2889, pruned_loss=0.06133, over 2472628.27 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06523, over 17782.81 utterances.], batch size: 28, lr: 2.96e-04
2022-08-28 23:25:05,401 INFO [train.py:927] (4/8) Epoch 13, batch 12600, giga_loss[loss=0.2143, simple_loss=0.3102, pruned_loss=0.05917, over 12396.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2898, pruned_loss=0.06034, over 2472619.81 frames. utt_duration=571.4 frames, utt_pad_proportion=0.0623, over 17354.24 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2865, pruned_loss=0.05343, over 2462311.07 frames. utt_duration=1317 frames, utt_pad_proportion=0.03848, over 7485.09 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2898, pruned_loss=0.06071, over 2473326.04 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06355, over 18194.50 utterances.], batch size: 133, lr: 2.96e-04
2022-08-28 23:26:42,157 INFO [train.py:927] (4/8) Epoch 13, batch 12650, giga_loss[loss=0.1812, simple_loss=0.2754, pruned_loss=0.04354, over 12313.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03015, over 66.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2895, pruned_loss=0.05941, over 2472858.15 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06293, over 17944.91 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05361, over 2462199.20 frames. utt_duration=1314 frames, utt_pad_proportion=0.03866, over 7503.18 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2894, pruned_loss=0.05972, over 2473817.80 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06411, over 18889.35 utterances.], batch size: 66, lr: 2.96e-04
2022-08-28 23:28:27,173 INFO [train.py:927] (4/8) Epoch 13, batch 12700, giga_loss[loss=0.1928, simple_loss=0.2851, pruned_loss=0.0503, over 12392.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02597, over 91.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.289, pruned_loss=0.05918, over 2472312.14 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06357, over 18012.12 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2863, pruned_loss=0.05361, over 2462228.71 frames. utt_duration=1320 frames, utt_pad_proportion=0.03804, over 7467.96 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2894, pruned_loss=0.05954, over 2473305.50 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06486, over 19037.32 utterances.], batch size: 91, lr: 2.96e-04
2022-08-28 23:30:04,452 INFO [train.py:927] (4/8) Epoch 13, batch 12750, giga_loss[loss=0.2301, simple_loss=0.321, pruned_loss=0.0696, over 12368.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04639, over 146.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.29, pruned_loss=0.05943, over 2472659.41 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06459, over 18135.19 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2867, pruned_loss=0.05383, over 2462309.32 frames. utt_duration=1323 frames, utt_pad_proportion=0.03747, over 7453.67 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2901, pruned_loss=0.05961, over 2473560.77 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06597, over 19158.70 utterances.], batch size: 146, lr: 2.96e-04
2022-08-28 23:31:42,805 INFO [train.py:927] (4/8) Epoch 13, batch 12800, libri_loss[loss=0.2423, simple_loss=0.3232, pruned_loss=0.08074, over 12401.00 frames. utt_duration=764.7 frames, utt_pad_proportion=0.1261, over 65.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2925, pruned_loss=0.06044, over 2473092.38 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06183, over 17828.04 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2866, pruned_loss=0.05408, over 2462249.47 frames. utt_duration=1322 frames, utt_pad_proportion=0.03783, over 7458.60 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2927, pruned_loss=0.0605, over 2474117.30 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06317, over 18880.87 utterances.], batch size: 65, lr: 2.96e-04
2022-08-28 23:33:23,622 INFO [train.py:927] (4/8) Epoch 13, batch 12850, giga_loss[loss=0.2273, simple_loss=0.2961, pruned_loss=0.07919, over 12174.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03178, over 39.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2927, pruned_loss=0.0604, over 2472100.80 frames. utt_duration=578 frames, utt_pad_proportion=0.05758, over 17153.09 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2865, pruned_loss=0.05406, over 2462311.88 frames. utt_duration=1325 frames, utt_pad_proportion=0.0373, over 7443.60 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2931, pruned_loss=0.06058, over 2473046.85 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05925, over 18190.56 utterances.], batch size: 39, lr: 2.96e-04
2022-08-28 23:35:04,028 INFO [train.py:927] (4/8) Epoch 13, batch 12900, giga_loss[loss=0.1796, simple_loss=0.2719, pruned_loss=0.04371, over 12328.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.0353, over 62.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.293, pruned_loss=0.06103, over 2472385.29 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06129, over 17836.89 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2868, pruned_loss=0.05425, over 2462350.92 frames. utt_duration=1326 frames, utt_pad_proportion=0.03703, over 7437.17 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2931, pruned_loss=0.06106, over 2473183.56 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06257, over 18755.78 utterances.], batch size: 62, lr: 2.96e-04
2022-08-28 23:36:42,884 INFO [train.py:927] (4/8) Epoch 13, batch 12950, giga_loss[loss=0.1825, simple_loss=0.2739, pruned_loss=0.04559, over 12344.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2902, pruned_loss=0.05976, over 2472050.24 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06029, over 17497.59 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2864, pruned_loss=0.0542, over 2462068.67 frames. utt_duration=1330 frames, utt_pad_proportion=0.03628, over 7415.34 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2907, pruned_loss=0.05999, over 2473207.95 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06189, over 18521.63 utterances.], batch size: 62, lr: 2.96e-04
2022-08-28 23:38:24,720 INFO [train.py:927] (4/8) Epoch 13, batch 13000, giga_loss[loss=0.1762, simple_loss=0.2698, pruned_loss=0.04125, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02839, over 54.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2911, pruned_loss=0.05961, over 2472859.95 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05805, over 18050.11 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2861, pruned_loss=0.05418, over 2462096.90 frames. utt_duration=1333 frames, utt_pad_proportion=0.03598, over 7398.22 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2918, pruned_loss=0.05989, over 2473876.30 frames. utt_duration=522.1 frames, utt_pad_proportion=0.05959, over 19008.86 utterances.], batch size: 54, lr: 2.96e-04
2022-08-28 23:40:01,609 INFO [train.py:927] (4/8) Epoch 13, batch 13050, libri_loss[loss=0.2465, simple_loss=0.3309, pruned_loss=0.08106, over 12293.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005494, over 37.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2907, pruned_loss=0.05889, over 2473008.31 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05638, over 17600.69 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2857, pruned_loss=0.05449, over 2462454.09 frames. utt_duration=1341 frames, utt_pad_proportion=0.03474, over 7353.48 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2918, pruned_loss=0.05905, over 2474022.82 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05854, over 18905.94 utterances.], batch size: 37, lr: 2.96e-04
2022-08-28 23:41:39,374 INFO [train.py:927] (4/8) Epoch 13, batch 13100, giga_loss[loss=0.2318, simple_loss=0.3055, pruned_loss=0.07903, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2894, pruned_loss=0.05888, over 2473387.86 frames. utt_duration=558 frames, utt_pad_proportion=0.05696, over 17778.66 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.286, pruned_loss=0.05458, over 2462623.65 frames. utt_duration=1337 frames, utt_pad_proportion=0.03516, over 7373.46 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2902, pruned_loss=0.05903, over 2474282.34 frames. utt_duration=521.6 frames, utt_pad_proportion=0.0587, over 19031.08 utterances.], batch size: 212, lr: 2.96e-04
2022-08-28 23:43:20,834 INFO [train.py:927] (4/8) Epoch 13, batch 13150, giga_loss[loss=0.1721, simple_loss=0.2495, pruned_loss=0.04733, over 12470.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04455, over 34.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2883, pruned_loss=0.05939, over 2473555.48 frames. utt_duration=558.2 frames, utt_pad_proportion=0.0562, over 17772.78 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.286, pruned_loss=0.05487, over 2462590.26 frames. utt_duration=1337 frames, utt_pad_proportion=0.03516, over 7373.31 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.289, pruned_loss=0.05939, over 2474664.09 frames. utt_duration=519.3 frames, utt_pad_proportion=0.05788, over 19118.01 utterances.], batch size: 34, lr: 2.96e-04
2022-08-28 23:45:00,740 INFO [train.py:927] (4/8) Epoch 13, batch 13200, giga_loss[loss=0.1975, simple_loss=0.2975, pruned_loss=0.04871, over 12322.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03581, over 62.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2877, pruned_loss=0.05956, over 2473920.03 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05842, over 18083.97 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2865, pruned_loss=0.05525, over 2462609.82 frames. utt_duration=1324 frames, utt_pad_proportion=0.03957, over 7447.07 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2879, pruned_loss=0.05929, over 2474987.30 frames. utt_duration=514.7 frames, utt_pad_proportion=0.05829, over 19290.07 utterances.], batch size: 62, lr: 2.96e-04
2022-08-28 23:46:39,148 INFO [train.py:927] (4/8) Epoch 13, batch 13250, giga_loss[loss=0.1682, simple_loss=0.2502, pruned_loss=0.04312, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.0436, over 31.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2846, pruned_loss=0.05852, over 2474596.67 frames. utt_duration=544.7 frames, utt_pad_proportion=0.0579, over 18222.84 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2867, pruned_loss=0.05548, over 2462632.33 frames. utt_duration=1326 frames, utt_pad_proportion=0.03896, over 7438.18 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2845, pruned_loss=0.05816, over 2475659.73 frames. utt_duration=512.2 frames, utt_pad_proportion=0.05818, over 19390.53 utterances.], batch size: 31, lr: 2.96e-04
2022-08-28 23:48:18,800 INFO [train.py:927] (4/8) Epoch 13, batch 13300, giga_loss[loss=0.1913, simple_loss=0.2798, pruned_loss=0.0514, over 12447.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04359, over 134.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2832, pruned_loss=0.05791, over 2474528.24 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05998, over 18238.88 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2868, pruned_loss=0.05557, over 2462704.30 frames. utt_duration=1323 frames, utt_pad_proportion=0.03959, over 7456.36 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.283, pruned_loss=0.05757, over 2475463.95 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06001, over 19294.93 utterances.], batch size: 134, lr: 2.96e-04
2022-08-28 23:50:00,269 INFO [train.py:927] (4/8) Epoch 13, batch 13350, libri_loss[loss=0.1988, simple_loss=0.2863, pruned_loss=0.05564, over 12181.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006517, over 33.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2853, pruned_loss=0.05839, over 2475006.56 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05849, over 17609.08 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.287, pruned_loss=0.05585, over 2463066.97 frames. utt_duration=1322 frames, utt_pad_proportion=0.03964, over 7460.53 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2849, pruned_loss=0.05793, over 2475766.24 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05883, over 18744.53 utterances.], batch size: 33, lr: 2.96e-04
2022-08-28 23:51:39,553 INFO [train.py:927] (4/8) Epoch 13, batch 13400, giga_loss[loss=0.1864, simple_loss=0.2806, pruned_loss=0.04614, over 12348.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03286, over 58.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2869, pruned_loss=0.05878, over 2474942.01 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05925, over 17307.98 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2871, pruned_loss=0.05593, over 2463141.64 frames. utt_duration=1323 frames, utt_pad_proportion=0.03952, over 7453.23 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2865, pruned_loss=0.05836, over 2475523.98 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05957, over 18250.08 utterances.], batch size: 58, lr: 2.96e-04
2022-08-28 23:53:22,726 INFO [train.py:927] (4/8) Epoch 13, batch 13450, giga_loss[loss=0.2254, simple_loss=0.3069, pruned_loss=0.072, over 12382.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.03014, over 51.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2929, pruned_loss=0.06283, over 2474716.17 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06204, over 17780.81 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2873, pruned_loss=0.05605, over 2463198.61 frames. utt_duration=1325 frames, utt_pad_proportion=0.03923, over 7444.72 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2924, pruned_loss=0.06243, over 2475208.88 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06233, over 18618.75 utterances.], batch size: 51, lr: 2.96e-04
2022-08-28 23:54:59,728 INFO [train.py:927] (4/8) Epoch 13, batch 13500, giga_loss[loss=0.225, simple_loss=0.3231, pruned_loss=0.06347, over 12403.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02581, over 70.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2977, pruned_loss=0.06636, over 2475263.32 frames. utt_duration=540.5 frames, utt_pad_proportion=0.07065, over 18367.77 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2872, pruned_loss=0.05655, over 2464091.27 frames. utt_duration=1326 frames, utt_pad_proportion=0.03828, over 7439.42 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2978, pruned_loss=0.06597, over 2475390.52 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07129, over 19552.92 utterances.], batch size: 70, lr: 2.96e-04
2022-08-28 23:56:40,515 INFO [train.py:927] (4/8) Epoch 13, batch 13550, giga_loss[loss=0.2469, simple_loss=0.3295, pruned_loss=0.0822, over 12452.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03427, over 43.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3046, pruned_loss=0.07125, over 2474954.68 frames. utt_duration=535 frames, utt_pad_proportion=0.06608, over 18555.91 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2874, pruned_loss=0.05677, over 2464294.57 frames. utt_duration=1325 frames, utt_pad_proportion=0.03836, over 7450.41 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3048, pruned_loss=0.07103, over 2475172.92 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06712, over 19782.94 utterances.], batch size: 43, lr: 2.96e-04
2022-08-28 23:58:24,551 INFO [train.py:927] (4/8) Epoch 13, batch 13600, giga_loss[loss=0.2194, simple_loss=0.3083, pruned_loss=0.06527, over 12464.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03022, over 75.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.07476, over 2474975.11 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06639, over 18967.26 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2877, pruned_loss=0.05721, over 2464289.35 frames. utt_duration=1314 frames, utt_pad_proportion=0.04274, over 7512.26 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3102, pruned_loss=0.07462, over 2475453.06 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06599, over 20208.66 utterances.], batch size: 75, lr: 2.96e-04
2022-08-29 00:00:10,184 INFO [train.py:927] (4/8) Epoch 13, batch 13650, giga_loss[loss=0.3189, simple_loss=0.3692, pruned_loss=0.1343, over 12366.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07612, over 213.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07906, over 2474851.34 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07715, over 20586.72 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2869, pruned_loss=0.05714, over 2464383.16 frames. utt_duration=1322 frames, utt_pad_proportion=0.04195, over 7464.46 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3153, pruned_loss=0.07953, over 2475441.33 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07672, over 21950.47 utterances.], batch size: 213, lr: 2.96e-04
2022-08-29 00:01:56,153 INFO [train.py:927] (4/8) Epoch 13, batch 13700, giga_loss[loss=0.3506, simple_loss=0.4013, pruned_loss=0.15, over 12402.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06822, over 184.00 utterances.], tot_loss[loss=0.245, simple_loss=0.32, pruned_loss=0.08499, over 2473911.85 frames. utt_duration=440.3 frames, utt_pad_proportion=0.09136, over 22552.06 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2867, pruned_loss=0.0572, over 2464398.45 frames. utt_duration=1325 frames, utt_pad_proportion=0.04135, over 7446.33 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3221, pruned_loss=0.08576, over 2474533.80 frames. utt_duration=415.5 frames, utt_pad_proportion=0.09073, over 23905.85 utterances.], batch size: 184, lr: 2.96e-04
2022-08-29 00:03:42,473 INFO [train.py:927] (4/8) Epoch 13, batch 13750, giga_loss[loss=0.2371, simple_loss=0.3089, pruned_loss=0.08259, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3221, pruned_loss=0.0876, over 2473816.62 frames. utt_duration=426.1 frames, utt_pad_proportion=0.09299, over 23303.60 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2871, pruned_loss=0.0576, over 2464554.19 frames. utt_duration=1310 frames, utt_pad_proportion=0.04654, over 7536.84 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3239, pruned_loss=0.08825, over 2474302.15 frames. utt_duration=405.3 frames, utt_pad_proportion=0.0915, over 24506.04 utterances.], batch size: 48, lr: 2.96e-04
2022-08-29 00:05:26,299 INFO [train.py:927] (4/8) Epoch 13, batch 13800, giga_loss[loss=0.2279, simple_loss=0.3124, pruned_loss=0.07172, over 12396.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03559, over 75.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3219, pruned_loss=0.08693, over 2473858.85 frames. utt_duration=429.6 frames, utt_pad_proportion=0.09277, over 23113.25 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2875, pruned_loss=0.05798, over 2464680.33 frames. utt_duration=1298 frames, utt_pad_proportion=0.05034, over 7603.46 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3239, pruned_loss=0.08795, over 2474393.85 frames. utt_duration=406.2 frames, utt_pad_proportion=0.09096, over 24454.46 utterances.], batch size: 75, lr: 2.96e-04
2022-08-29 00:07:10,730 INFO [train.py:927] (4/8) Epoch 13, batch 13850, giga_loss[loss=0.2526, simple_loss=0.3267, pruned_loss=0.08927, over 12342.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03315, over 58.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3242, pruned_loss=0.08824, over 2474032.79 frames. utt_duration=419.6 frames, utt_pad_proportion=0.09175, over 23664.64 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2876, pruned_loss=0.05829, over 2464488.22 frames. utt_duration=1299 frames, utt_pad_proportion=0.05036, over 7598.32 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3262, pruned_loss=0.08917, over 2474770.65 frames. utt_duration=398.3 frames, utt_pad_proportion=0.09054, over 24944.62 utterances.], batch size: 58, lr: 2.96e-04
2022-08-29 00:08:59,550 INFO [train.py:927] (4/8) Epoch 13, batch 13900, giga_loss[loss=0.2105, simple_loss=0.3006, pruned_loss=0.06016, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.02857, over 80.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3223, pruned_loss=0.08566, over 2474427.31 frames. utt_duration=424.4 frames, utt_pad_proportion=0.088, over 23404.96 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2875, pruned_loss=0.05843, over 2464342.51 frames. utt_duration=1289 frames, utt_pad_proportion=0.05425, over 7658.25 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3246, pruned_loss=0.08679, over 2475323.19 frames. utt_duration=403 frames, utt_pad_proportion=0.08647, over 24657.82 utterances.], batch size: 80, lr: 2.96e-04
2022-08-29 00:10:46,036 INFO [train.py:927] (4/8) Epoch 13, batch 13950, giga_loss[loss=0.2381, simple_loss=0.3163, pruned_loss=0.07995, over 12389.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05946, over 182.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3208, pruned_loss=0.08358, over 2474122.58 frames. utt_duration=425 frames, utt_pad_proportion=0.08467, over 23367.42 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2878, pruned_loss=0.0587, over 2464423.30 frames. utt_duration=1285 frames, utt_pad_proportion=0.05353, over 7679.61 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3231, pruned_loss=0.08482, over 2474960.96 frames. utt_duration=402.3 frames, utt_pad_proportion=0.08408, over 24699.26 utterances.], batch size: 182, lr: 2.96e-04
2022-08-29 00:12:28,291 INFO [train.py:927] (4/8) Epoch 13, batch 14000, libri_loss[loss=0.1687, simple_loss=0.2409, pruned_loss=0.04829, over 12473.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008933, over 29.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3173, pruned_loss=0.08114, over 2474734.30 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08124, over 22180.28 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2879, pruned_loss=0.05899, over 2464962.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.0566, over 7710.59 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3204, pruned_loss=0.08286, over 2475339.24 frames. utt_duration=416.4 frames, utt_pad_proportion=0.08055, over 23864.37 utterances.], batch size: 29, lr: 2.96e-04
2022-08-29 00:14:12,203 INFO [train.py:927] (4/8) Epoch 13, batch 14050, giga_loss[loss=0.2044, simple_loss=0.2925, pruned_loss=0.05818, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03348, over 42.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3171, pruned_loss=0.08082, over 2474522.70 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0772, over 21885.79 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.288, pruned_loss=0.05901, over 2465202.15 frames. utt_duration=1284 frames, utt_pad_proportion=0.05547, over 7690.99 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3201, pruned_loss=0.08262, over 2475009.01 frames. utt_duration=422 frames, utt_pad_proportion=0.07737, over 23541.13 utterances.], batch size: 42, lr: 2.96e-04
2022-08-29 00:16:01,785 INFO [train.py:927] (4/8) Epoch 13, batch 14100, giga_loss[loss=0.238, simple_loss=0.3315, pruned_loss=0.07227, over 12269.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02768, over 54.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3159, pruned_loss=0.07925, over 2473876.73 frames. utt_duration=448.8 frames, utt_pad_proportion=0.083, over 22118.61 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2876, pruned_loss=0.05899, over 2464885.05 frames. utt_duration=1289 frames, utt_pad_proportion=0.05439, over 7656.80 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3194, pruned_loss=0.08124, over 2474778.67 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08318, over 23844.72 utterances.], batch size: 54, lr: 2.96e-04
2022-08-29 00:17:48,584 INFO [train.py:927] (4/8) Epoch 13, batch 14150, giga_loss[loss=0.2513, simple_loss=0.3309, pruned_loss=0.08582, over 12347.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03265, over 58.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3168, pruned_loss=0.07884, over 2474376.59 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08835, over 22473.63 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.288, pruned_loss=0.05922, over 2464906.67 frames. utt_duration=1291 frames, utt_pad_proportion=0.05374, over 7647.00 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3197, pruned_loss=0.08049, over 2475208.97 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08849, over 24041.77 utterances.], batch size: 58, lr: 2.96e-04
2022-08-29 00:19:35,724 INFO [train.py:927] (4/8) Epoch 13, batch 14200, giga_loss[loss=0.2162, simple_loss=0.2937, pruned_loss=0.06931, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03151, over 48.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3151, pruned_loss=0.07764, over 2474372.62 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08523, over 21622.09 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2879, pruned_loss=0.05939, over 2465133.66 frames. utt_duration=1289 frames, utt_pad_proportion=0.05327, over 7657.70 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3184, pruned_loss=0.0795, over 2475167.64 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08606, over 23387.23 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:21:25,905 INFO [train.py:927] (4/8) Epoch 13, batch 14250, giga_loss[loss=0.2236, simple_loss=0.3114, pruned_loss=0.06787, over 12343.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03254, over 85.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3129, pruned_loss=0.07767, over 2474119.88 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08416, over 21693.51 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2878, pruned_loss=0.05949, over 2465166.53 frames. utt_duration=1294 frames, utt_pad_proportion=0.05235, over 7629.53 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3163, pruned_loss=0.07948, over 2474915.55 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08541, over 23458.19 utterances.], batch size: 85, lr: 2.95e-04
2022-08-29 00:23:15,485 INFO [train.py:927] (4/8) Epoch 13, batch 14300, giga_loss[loss=0.2092, simple_loss=0.3029, pruned_loss=0.05775, over 12342.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03409, over 104.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3117, pruned_loss=0.07596, over 2473751.09 frames. utt_duration=474.1 frames, utt_pad_proportion=0.08129, over 20935.07 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2877, pruned_loss=0.05972, over 2464757.16 frames. utt_duration=1298 frames, utt_pad_proportion=0.05126, over 7603.90 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3151, pruned_loss=0.07765, over 2475002.01 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08308, over 22735.56 utterances.], batch size: 104, lr: 2.95e-04
2022-08-29 00:25:00,081 INFO [train.py:927] (4/8) Epoch 13, batch 14350, giga_loss[loss=0.28, simple_loss=0.3305, pruned_loss=0.1148, over 12371.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3108, pruned_loss=0.07525, over 2474851.23 frames. utt_duration=467.4 frames, utt_pad_proportion=0.08173, over 21243.00 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2876, pruned_loss=0.05975, over 2464817.75 frames. utt_duration=1300 frames, utt_pad_proportion=0.05079, over 7592.94 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3139, pruned_loss=0.07685, over 2475943.88 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0834, over 22916.63 utterances.], batch size: 369, lr: 2.95e-04
2022-08-29 00:26:44,107 INFO [train.py:927] (4/8) Epoch 13, batch 14400, giga_loss[loss=0.2291, simple_loss=0.3026, pruned_loss=0.07784, over 12393.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04225, over 40.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.07491, over 2474191.69 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07722, over 20814.99 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2878, pruned_loss=0.05985, over 2464666.04 frames. utt_duration=1301 frames, utt_pad_proportion=0.05, over 7586.17 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07635, over 2475362.72 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07925, over 22386.69 utterances.], batch size: 40, lr: 2.95e-04
2022-08-29 00:28:29,372 INFO [train.py:927] (4/8) Epoch 13, batch 14450, giga_loss[loss=0.218, simple_loss=0.2948, pruned_loss=0.0706, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02887, over 39.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3091, pruned_loss=0.07514, over 2473618.01 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07397, over 20410.69 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2884, pruned_loss=0.06018, over 2464783.60 frames. utt_duration=1305 frames, utt_pad_proportion=0.04909, over 7563.75 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3113, pruned_loss=0.07634, over 2474631.43 frames. utt_duration=452 frames, utt_pad_proportion=0.07627, over 21968.47 utterances.], batch size: 39, lr: 2.95e-04
2022-08-29 00:30:13,495 INFO [train.py:927] (4/8) Epoch 13, batch 14500, giga_loss[loss=0.194, simple_loss=0.2835, pruned_loss=0.05228, over 12313.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.0289, over 74.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.308, pruned_loss=0.07478, over 2474454.81 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07161, over 20165.69 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2886, pruned_loss=0.06036, over 2465386.98 frames. utt_duration=1303 frames, utt_pad_proportion=0.04891, over 7577.66 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3101, pruned_loss=0.076, over 2474958.26 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07391, over 21745.19 utterances.], batch size: 74, lr: 2.95e-04
2022-08-29 00:31:57,653 INFO [train.py:927] (4/8) Epoch 13, batch 14550, giga_loss[loss=0.1801, simple_loss=0.2779, pruned_loss=0.04113, over 12348.00 frames. utt_duration=707 frames, utt_pad_proportion=0.0302, over 70.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.308, pruned_loss=0.07436, over 2474084.47 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06916, over 19875.43 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2885, pruned_loss=0.06034, over 2465445.04 frames. utt_duration=1304 frames, utt_pad_proportion=0.04874, over 7570.77 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3098, pruned_loss=0.0754, over 2474465.57 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07124, over 21174.17 utterances.], batch size: 70, lr: 2.95e-04
2022-08-29 00:33:38,119 INFO [train.py:927] (4/8) Epoch 13, batch 14600, giga_loss[loss=0.2114, simple_loss=0.2994, pruned_loss=0.06168, over 12360.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03991, over 145.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3089, pruned_loss=0.07458, over 2473824.10 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06972, over 20246.46 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2888, pruned_loss=0.06057, over 2465628.71 frames. utt_duration=1300 frames, utt_pad_proportion=0.04911, over 7592.95 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3103, pruned_loss=0.07538, over 2474085.38 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07133, over 21410.85 utterances.], batch size: 145, lr: 2.95e-04
2022-08-29 00:35:21,928 INFO [train.py:927] (4/8) Epoch 13, batch 14650, giga_loss[loss=0.2384, simple_loss=0.3229, pruned_loss=0.07698, over 12396.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04037, over 133.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.0753, over 2473964.03 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07093, over 20431.49 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2889, pruned_loss=0.06063, over 2465675.11 frames. utt_duration=1302 frames, utt_pad_proportion=0.04875, over 7582.06 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3111, pruned_loss=0.07599, over 2474201.05 frames. utt_duration=462.6 frames, utt_pad_proportion=0.0723, over 21463.68 utterances.], batch size: 133, lr: 2.95e-04
2022-08-29 00:37:05,147 INFO [train.py:927] (4/8) Epoch 13, batch 14700, giga_loss[loss=0.2038, simple_loss=0.2866, pruned_loss=0.06054, over 12453.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03081, over 55.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3123, pruned_loss=0.07715, over 2474211.82 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06648, over 20049.06 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2903, pruned_loss=0.06119, over 2465653.76 frames. utt_duration=1297 frames, utt_pad_proportion=0.04943, over 7613.00 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3124, pruned_loss=0.07742, over 2474530.17 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06771, over 20997.24 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 00:38:50,828 INFO [train.py:927] (4/8) Epoch 13, batch 14750, giga_loss[loss=0.2203, simple_loss=0.3034, pruned_loss=0.06856, over 12355.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04205, over 113.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07834, over 2474271.06 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06633, over 20296.53 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2906, pruned_loss=0.06147, over 2466042.29 frames. utt_duration=1297 frames, utt_pad_proportion=0.04846, over 7612.47 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07875, over 2474413.75 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06777, over 21394.11 utterances.], batch size: 113, lr: 2.95e-04
2022-08-29 00:40:34,752 INFO [train.py:927] (4/8) Epoch 13, batch 14800, giga_loss[loss=0.2072, simple_loss=0.3008, pruned_loss=0.05678, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.0305, over 51.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3129, pruned_loss=0.07763, over 2474246.95 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06894, over 20275.90 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06172, over 2466140.72 frames. utt_duration=1295 frames, utt_pad_proportion=0.0482, over 7626.21 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3132, pruned_loss=0.07795, over 2474381.28 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07015, over 21298.12 utterances.], batch size: 51, lr: 2.95e-04
2022-08-29 00:42:20,891 INFO [train.py:927] (4/8) Epoch 13, batch 14850, giga_loss[loss=0.2808, simple_loss=0.3402, pruned_loss=0.1107, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3117, pruned_loss=0.07616, over 2474369.15 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06542, over 19628.66 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2914, pruned_loss=0.06197, over 2466184.14 frames. utt_duration=1281 frames, utt_pad_proportion=0.05213, over 7710.34 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3119, pruned_loss=0.07641, over 2474545.88 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06546, over 20524.64 utterances.], batch size: 212, lr: 2.95e-04
2022-08-29 00:44:06,149 INFO [train.py:927] (4/8) Epoch 13, batch 14900, giga_loss[loss=0.3088, simple_loss=0.3634, pruned_loss=0.1271, over 12408.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09996, over 257.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07551, over 2474747.34 frames. utt_duration=494 frames, utt_pad_proportion=0.06863, over 20096.65 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2912, pruned_loss=0.06185, over 2466307.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.05117, over 7682.85 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3102, pruned_loss=0.07611, over 2474974.07 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06898, over 21114.39 utterances.], batch size: 257, lr: 2.95e-04
2022-08-29 00:45:54,298 INFO [train.py:927] (4/8) Epoch 13, batch 14950, giga_loss[loss=0.2323, simple_loss=0.3256, pruned_loss=0.06948, over 12317.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02854, over 74.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3129, pruned_loss=0.07618, over 2474397.02 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06867, over 20273.71 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2915, pruned_loss=0.06183, over 2466381.49 frames. utt_duration=1289 frames, utt_pad_proportion=0.05048, over 7662.27 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3135, pruned_loss=0.07691, over 2474661.64 frames. utt_duration=466 frames, utt_pad_proportion=0.06927, over 21308.03 utterances.], batch size: 74, lr: 2.95e-04
2022-08-29 00:47:40,076 INFO [train.py:927] (4/8) Epoch 13, batch 15000, giga_loss[loss=0.238, simple_loss=0.3244, pruned_loss=0.07582, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03132, over 58.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.315, pruned_loss=0.07637, over 2474698.01 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06876, over 20172.86 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2916, pruned_loss=0.06208, over 2466456.66 frames. utt_duration=1289 frames, utt_pad_proportion=0.05009, over 7664.63 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3155, pruned_loss=0.07685, over 2474912.75 frames. utt_duration=470.9 frames, utt_pad_proportion=0.06939, over 21087.04 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 00:47:40,077 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 00:47:54,531 INFO [train.py:967] (4/8) 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 00:49:41,868 INFO [train.py:927] (4/8) Epoch 13, batch 15050, giga_loss[loss=0.2712, simple_loss=0.3386, pruned_loss=0.1019, over 12406.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.077, over 213.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3149, pruned_loss=0.07693, over 2474242.59 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06745, over 19691.85 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.292, pruned_loss=0.06252, over 2466779.35 frames. utt_duration=1289 frames, utt_pad_proportion=0.04919, over 7663.04 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3158, pruned_loss=0.07745, over 2474402.07 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06851, over 20868.58 utterances.], batch size: 213, lr: 2.95e-04
2022-08-29 00:51:23,725 INFO [train.py:927] (4/8) Epoch 13, batch 15100, giga_loss[loss=0.2351, simple_loss=0.3072, pruned_loss=0.08148, over 12407.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03291, over 80.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3143, pruned_loss=0.07771, over 2474617.54 frames. utt_duration=500 frames, utt_pad_proportion=0.0662, over 19853.93 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2917, pruned_loss=0.06251, over 2466453.98 frames. utt_duration=1294 frames, utt_pad_proportion=0.04821, over 7633.62 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3159, pruned_loss=0.07853, over 2475226.21 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0676, over 21147.05 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 00:53:04,924 INFO [train.py:927] (4/8) Epoch 13, batch 15150, giga_loss[loss=0.2086, simple_loss=0.2921, pruned_loss=0.06256, over 12313.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03278, over 51.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3127, pruned_loss=0.07766, over 2474976.33 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07492, over 20779.26 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2919, pruned_loss=0.06256, over 2466510.38 frames. utt_duration=1294 frames, utt_pad_proportion=0.0479, over 7633.31 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.314, pruned_loss=0.0784, over 2475477.90 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07574, over 21913.26 utterances.], batch size: 51, lr: 2.95e-04
2022-08-29 00:54:47,419 INFO [train.py:927] (4/8) Epoch 13, batch 15200, giga_loss[loss=0.235, simple_loss=0.3071, pruned_loss=0.08146, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.032, over 36.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07883, over 2474935.73 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07592, over 20486.92 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2927, pruned_loss=0.06321, over 2466715.56 frames. utt_duration=1281 frames, utt_pad_proportion=0.05176, over 7714.22 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3143, pruned_loss=0.07931, over 2475426.09 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07577, over 21739.32 utterances.], batch size: 36, lr: 2.95e-04
2022-08-29 00:56:31,440 INFO [train.py:927] (4/8) Epoch 13, batch 15250, giga_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07721, over 12434.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04811, over 161.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.07875, over 2475233.39 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07329, over 20468.49 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2927, pruned_loss=0.0633, over 2466691.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.05116, over 7701.55 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3129, pruned_loss=0.07926, over 2475750.63 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07357, over 21637.58 utterances.], batch size: 161, lr: 2.95e-04
2022-08-29 00:58:14,606 INFO [train.py:927] (4/8) Epoch 13, batch 15300, giga_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.0684, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03809, over 37.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3116, pruned_loss=0.07789, over 2474539.29 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07282, over 20459.79 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2925, pruned_loss=0.06336, over 2466801.45 frames. utt_duration=1280 frames, utt_pad_proportion=0.05132, over 7716.82 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3131, pruned_loss=0.07865, over 2475071.01 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07319, over 21721.20 utterances.], batch size: 37, lr: 2.95e-04
2022-08-29 01:00:00,587 INFO [train.py:927] (4/8) Epoch 13, batch 15350, giga_loss[loss=0.2356, simple_loss=0.3081, pruned_loss=0.0816, over 12449.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0298, over 80.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3129, pruned_loss=0.07918, over 2474643.53 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07343, over 20912.08 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2921, pruned_loss=0.06315, over 2466691.04 frames. utt_duration=1284 frames, utt_pad_proportion=0.05015, over 7690.60 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3149, pruned_loss=0.08037, over 2475374.24 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07421, over 22290.57 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 01:01:45,412 INFO [train.py:927] (4/8) Epoch 13, batch 15400, giga_loss[loss=0.2185, simple_loss=0.3115, pruned_loss=0.06278, over 12315.00 frames. utt_duration=913.8 frames, utt_pad_proportion=0.0237, over 54.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3138, pruned_loss=0.07786, over 2474818.11 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0746, over 20783.47 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2924, pruned_loss=0.06329, over 2466694.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.0496, over 7680.28 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3155, pruned_loss=0.07888, over 2475497.81 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07539, over 22047.30 utterances.], batch size: 54, lr: 2.95e-04
2022-08-29 01:03:28,696 INFO [train.py:927] (4/8) Epoch 13, batch 15450, giga_loss[loss=0.2547, simple_loss=0.3291, pruned_loss=0.09019, over 12386.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05129, over 161.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3169, pruned_loss=0.07896, over 2474624.35 frames. utt_duration=477.3 frames, utt_pad_proportion=0.0787, over 20802.79 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2929, pruned_loss=0.06371, over 2466718.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05749, over 7819.38 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3183, pruned_loss=0.07981, over 2475370.19 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07695, over 22040.63 utterances.], batch size: 161, lr: 2.95e-04
2022-08-29 01:05:11,405 INFO [train.py:927] (4/8) Epoch 13, batch 15500, giga_loss[loss=0.24, simple_loss=0.3212, pruned_loss=0.07941, over 12365.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03132, over 58.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3181, pruned_loss=0.08029, over 2474115.03 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07461, over 20542.06 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2928, pruned_loss=0.06379, over 2466362.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.06097, over 7869.26 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3198, pruned_loss=0.08118, over 2475164.30 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07234, over 21707.44 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 01:06:54,350 INFO [train.py:927] (4/8) Epoch 13, batch 15550, giga_loss[loss=0.2654, simple_loss=0.3387, pruned_loss=0.09611, over 12424.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04862, over 161.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3178, pruned_loss=0.08001, over 2473638.98 frames. utt_duration=485 frames, utt_pad_proportion=0.07282, over 20462.00 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2931, pruned_loss=0.06375, over 2466273.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.06065, over 7881.72 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3194, pruned_loss=0.08106, over 2474695.87 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07133, over 21613.77 utterances.], batch size: 161, lr: 2.95e-04
2022-08-29 01:08:37,878 INFO [train.py:927] (4/8) Epoch 13, batch 15600, giga_loss[loss=0.2918, simple_loss=0.3419, pruned_loss=0.1209, over 12338.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2004, over 367.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3181, pruned_loss=0.07855, over 2473653.32 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07246, over 20827.71 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.293, pruned_loss=0.06366, over 2466143.07 frames. utt_duration=1255 frames, utt_pad_proportion=0.06019, over 7868.92 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3197, pruned_loss=0.07959, over 2474662.72 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0715, over 21856.25 utterances.], batch size: 367, lr: 2.95e-04
2022-08-29 01:10:18,503 INFO [train.py:927] (4/8) Epoch 13, batch 15650, libri_loss[loss=0.2107, simple_loss=0.2963, pruned_loss=0.06254, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005323, over 35.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3185, pruned_loss=0.07866, over 2474133.93 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06982, over 20200.02 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2931, pruned_loss=0.06376, over 2466315.40 frames. utt_duration=1258 frames, utt_pad_proportion=0.05885, over 7850.93 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3203, pruned_loss=0.07981, over 2474992.36 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06971, over 21387.98 utterances.], batch size: 35, lr: 2.95e-04
2022-08-29 01:12:02,401 INFO [train.py:927] (4/8) Epoch 13, batch 15700, giga_loss[loss=0.22, simple_loss=0.2949, pruned_loss=0.07257, over 12320.00 frames. utt_duration=1175 frames, utt_pad_proportion=0.0243, over 42.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3173, pruned_loss=0.07867, over 2474469.24 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06745, over 20392.49 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2932, pruned_loss=0.06381, over 2466429.82 frames. utt_duration=1257 frames, utt_pad_proportion=0.05871, over 7857.68 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3187, pruned_loss=0.0796, over 2475079.85 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06754, over 21368.67 utterances.], batch size: 42, lr: 2.95e-04
2022-08-29 01:13:49,202 INFO [train.py:927] (4/8) Epoch 13, batch 15750, giga_loss[loss=0.277, simple_loss=0.3419, pruned_loss=0.1061, over 12421.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06658, over 184.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3154, pruned_loss=0.07796, over 2474896.99 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06237, over 19478.72 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2933, pruned_loss=0.06384, over 2466538.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05752, over 7824.42 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3171, pruned_loss=0.07905, over 2475518.55 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06314, over 20612.09 utterances.], batch size: 184, lr: 2.95e-04
2022-08-29 01:15:31,204 INFO [train.py:927] (4/8) Epoch 13, batch 15800, giga_loss[loss=0.2072, simple_loss=0.2899, pruned_loss=0.06223, over 12340.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03115, over 58.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3135, pruned_loss=0.07746, over 2474645.67 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06123, over 19195.48 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2933, pruned_loss=0.0639, over 2466581.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.05662, over 7807.04 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3152, pruned_loss=0.07852, over 2475247.81 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06222, over 20311.89 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 01:17:13,403 INFO [train.py:927] (4/8) Epoch 13, batch 15850, giga_loss[loss=0.1804, simple_loss=0.2704, pruned_loss=0.04517, over 12367.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.311, pruned_loss=0.07506, over 2474531.12 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06555, over 19822.42 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2933, pruned_loss=0.06389, over 2466299.64 frames. utt_duration=1267 frames, utt_pad_proportion=0.05564, over 7795.17 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.07625, over 2475467.14 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06643, over 21019.29 utterances.], batch size: 91, lr: 2.95e-04
2022-08-29 01:18:56,598 INFO [train.py:927] (4/8) Epoch 13, batch 15900, giga_loss[loss=0.2657, simple_loss=0.3329, pruned_loss=0.09927, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04361, over 146.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3097, pruned_loss=0.07432, over 2474366.56 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06863, over 20454.02 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2939, pruned_loss=0.06421, over 2466550.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05462, over 7793.25 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.311, pruned_loss=0.07522, over 2475029.25 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06958, over 21688.50 utterances.], batch size: 146, lr: 2.95e-04
2022-08-29 01:20:41,549 INFO [train.py:927] (4/8) Epoch 13, batch 15950, giga_loss[loss=0.211, simple_loss=0.2756, pruned_loss=0.07322, over 12379.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3065, pruned_loss=0.07371, over 2473658.43 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07412, over 20928.50 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2939, pruned_loss=0.06437, over 2466024.76 frames. utt_duration=1271 frames, utt_pad_proportion=0.05329, over 7770.87 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07465, over 2474962.73 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07514, over 22403.53 utterances.], batch size: 369, lr: 2.95e-04
2022-08-29 01:22:23,949 INFO [train.py:927] (4/8) Epoch 13, batch 16000, giga_loss[loss=0.2301, simple_loss=0.3135, pruned_loss=0.07342, over 12378.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3078, pruned_loss=0.07431, over 2473415.18 frames. utt_duration=462.6 frames, utt_pad_proportion=0.08051, over 21455.89 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2942, pruned_loss=0.06467, over 2466235.14 frames. utt_duration=1274 frames, utt_pad_proportion=0.05209, over 7750.18 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3092, pruned_loss=0.07504, over 2474464.53 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08142, over 23003.94 utterances.], batch size: 62, lr: 2.95e-04
2022-08-29 01:24:04,760 INFO [train.py:927] (4/8) Epoch 13, batch 16050, giga_loss[loss=0.2173, simple_loss=0.3005, pruned_loss=0.06708, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03351, over 86.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.0757, over 2473869.79 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07661, over 21140.34 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2943, pruned_loss=0.0649, over 2466170.12 frames. utt_duration=1265 frames, utt_pad_proportion=0.05564, over 7804.56 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3109, pruned_loss=0.07639, over 2475008.72 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07682, over 22767.13 utterances.], batch size: 86, lr: 2.95e-04
2022-08-29 01:25:47,941 INFO [train.py:927] (4/8) Epoch 13, batch 16100, giga_loss[loss=0.236, simple_loss=0.3188, pruned_loss=0.07664, over 12412.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03408, over 80.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07615, over 2473799.65 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07571, over 21018.41 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2939, pruned_loss=0.06477, over 2466165.11 frames. utt_duration=1270 frames, utt_pad_proportion=0.0551, over 7778.60 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3114, pruned_loss=0.07695, over 2474796.31 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07618, over 22504.91 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 01:27:30,933 INFO [train.py:927] (4/8) Epoch 13, batch 16150, giga_loss[loss=0.231, simple_loss=0.3109, pruned_loss=0.07555, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.311, pruned_loss=0.0766, over 2474205.78 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07224, over 20604.95 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06478, over 2466301.09 frames. utt_duration=1269 frames, utt_pad_proportion=0.05482, over 7780.87 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3128, pruned_loss=0.07751, over 2475058.24 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0731, over 22094.02 utterances.], batch size: 75, lr: 2.95e-04
2022-08-29 01:29:19,645 INFO [train.py:927] (4/8) Epoch 13, batch 16200, giga_loss[loss=0.2312, simple_loss=0.3281, pruned_loss=0.06713, over 12350.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02869, over 66.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3117, pruned_loss=0.07752, over 2473850.80 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07272, over 20084.47 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2932, pruned_loss=0.06462, over 2466283.94 frames. utt_duration=1274 frames, utt_pad_proportion=0.05406, over 7751.47 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3139, pruned_loss=0.07859, over 2474655.90 frames. utt_duration=461.8 frames, utt_pad_proportion=0.0737, over 21505.06 utterances.], batch size: 66, lr: 2.95e-04
2022-08-29 01:31:09,764 INFO [train.py:927] (4/8) Epoch 13, batch 16250, giga_loss[loss=0.23, simple_loss=0.3102, pruned_loss=0.07487, over 12390.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03414, over 80.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3127, pruned_loss=0.07727, over 2474937.30 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07209, over 20896.22 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2934, pruned_loss=0.06468, over 2466409.62 frames. utt_duration=1277 frames, utt_pad_proportion=0.05321, over 7737.55 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3147, pruned_loss=0.07828, over 2475608.02 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07323, over 22248.50 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 01:32:58,408 INFO [train.py:927] (4/8) Epoch 13, batch 16300, giga_loss[loss=0.2106, simple_loss=0.2878, pruned_loss=0.06671, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03778, over 37.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3126, pruned_loss=0.07771, over 2475417.36 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07388, over 21513.19 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2936, pruned_loss=0.06489, over 2466751.66 frames. utt_duration=1276 frames, utt_pad_proportion=0.05269, over 7742.44 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3142, pruned_loss=0.07849, over 2475766.62 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0749, over 22750.39 utterances.], batch size: 37, lr: 2.95e-04
2022-08-29 01:34:41,824 INFO [train.py:927] (4/8) Epoch 13, batch 16350, giga_loss[loss=0.3245, simple_loss=0.3689, pruned_loss=0.1401, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.312, pruned_loss=0.07838, over 2475089.18 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07529, over 22044.44 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2939, pruned_loss=0.06524, over 2466780.63 frames. utt_duration=1255 frames, utt_pad_proportion=0.06065, over 7873.81 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3136, pruned_loss=0.0791, over 2475622.28 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07386, over 23372.28 utterances.], batch size: 258, lr: 2.95e-04
2022-08-29 01:36:27,658 INFO [train.py:927] (4/8) Epoch 13, batch 16400, giga_loss[loss=0.2298, simple_loss=0.3124, pruned_loss=0.07359, over 12347.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3119, pruned_loss=0.07888, over 2474035.00 frames. utt_duration=445.2 frames, utt_pad_proportion=0.0807, over 22302.22 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2941, pruned_loss=0.06532, over 2466848.72 frames. utt_duration=1254 frames, utt_pad_proportion=0.06052, over 7880.44 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3131, pruned_loss=0.07944, over 2474422.54 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07943, over 23402.36 utterances.], batch size: 62, lr: 2.94e-04
2022-08-29 01:38:11,827 INFO [train.py:927] (4/8) Epoch 13, batch 16450, giga_loss[loss=0.2046, simple_loss=0.2843, pruned_loss=0.06247, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03116, over 42.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07871, over 2473586.73 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07704, over 21397.70 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2947, pruned_loss=0.0655, over 2467008.53 frames. utt_duration=1253 frames, utt_pad_proportion=0.05961, over 7883.88 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07942, over 2473984.53 frames. utt_duration=437 frames, utt_pad_proportion=0.07665, over 22721.57 utterances.], batch size: 42, lr: 2.94e-04
2022-08-29 01:39:57,778 INFO [train.py:927] (4/8) Epoch 13, batch 16500, giga_loss[loss=0.2262, simple_loss=0.3027, pruned_loss=0.07485, over 12220.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03185, over 39.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3137, pruned_loss=0.08022, over 2474026.34 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07913, over 21453.92 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2949, pruned_loss=0.06572, over 2467488.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.05859, over 7878.75 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3147, pruned_loss=0.08092, over 2474066.63 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07917, over 22821.38 utterances.], batch size: 39, lr: 2.94e-04
2022-08-29 01:41:43,360 INFO [train.py:927] (4/8) Epoch 13, batch 16550, giga_loss[loss=0.2146, simple_loss=0.2968, pruned_loss=0.06619, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3133, pruned_loss=0.08056, over 2474425.32 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07716, over 21314.69 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2947, pruned_loss=0.06562, over 2467418.84 frames. utt_duration=1258 frames, utt_pad_proportion=0.05744, over 7853.01 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3147, pruned_loss=0.08153, over 2474629.67 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07775, over 22718.54 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 01:43:30,666 INFO [train.py:927] (4/8) Epoch 13, batch 16600, giga_loss[loss=0.2354, simple_loss=0.3129, pruned_loss=0.07895, over 12370.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3133, pruned_loss=0.07996, over 2474558.71 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07489, over 21009.77 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2947, pruned_loss=0.06555, over 2467472.75 frames. utt_duration=1260 frames, utt_pad_proportion=0.05624, over 7845.61 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3149, pruned_loss=0.0812, over 2474861.01 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07609, over 22511.59 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 01:45:15,115 INFO [train.py:927] (4/8) Epoch 13, batch 16650, giga_loss[loss=0.2483, simple_loss=0.3274, pruned_loss=0.0846, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0334, over 85.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3131, pruned_loss=0.07941, over 2474412.25 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06894, over 19908.37 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2947, pruned_loss=0.06568, over 2467704.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05532, over 7846.64 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3152, pruned_loss=0.0808, over 2474696.32 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07087, over 21585.34 utterances.], batch size: 85, lr: 2.94e-04
2022-08-29 01:46:59,925 INFO [train.py:927] (4/8) Epoch 13, batch 16700, giga_loss[loss=0.2371, simple_loss=0.3181, pruned_loss=0.07804, over 12376.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04218, over 133.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3137, pruned_loss=0.07988, over 2474219.23 frames. utt_duration=485 frames, utt_pad_proportion=0.0738, over 20466.47 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2949, pruned_loss=0.06585, over 2467218.41 frames. utt_duration=1252 frames, utt_pad_proportion=0.05839, over 7893.03 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3156, pruned_loss=0.08124, over 2475075.48 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07422, over 22101.02 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 01:48:44,865 INFO [train.py:927] (4/8) Epoch 13, batch 16750, giga_loss[loss=0.2867, simple_loss=0.3566, pruned_loss=0.1084, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07356, over 213.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3148, pruned_loss=0.07977, over 2474736.67 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07297, over 20681.69 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.295, pruned_loss=0.06589, over 2467225.09 frames. utt_duration=1238 frames, utt_pad_proportion=0.06224, over 7982.48 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3169, pruned_loss=0.08126, over 2475672.12 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07222, over 22316.33 utterances.], batch size: 213, lr: 2.94e-04
2022-08-29 01:50:30,244 INFO [train.py:927] (4/8) Epoch 13, batch 16800, giga_loss[loss=0.2118, simple_loss=0.2949, pruned_loss=0.06441, over 12482.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03857, over 34.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3135, pruned_loss=0.07882, over 2475112.12 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07379, over 20608.01 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2948, pruned_loss=0.06574, over 2467249.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.06178, over 7969.67 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3155, pruned_loss=0.08025, over 2475892.59 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07335, over 22023.92 utterances.], batch size: 34, lr: 2.94e-04
2022-08-29 01:52:14,385 INFO [train.py:927] (4/8) Epoch 13, batch 16850, giga_loss[loss=0.2272, simple_loss=0.3067, pruned_loss=0.07387, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03334, over 42.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.314, pruned_loss=0.07923, over 2474346.11 frames. utt_duration=482 frames, utt_pad_proportion=0.07146, over 20598.69 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2948, pruned_loss=0.06588, over 2466954.11 frames. utt_duration=1240 frames, utt_pad_proportion=0.06122, over 7968.25 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3162, pruned_loss=0.08068, over 2475458.75 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07153, over 22137.66 utterances.], batch size: 42, lr: 2.94e-04
2022-08-29 01:54:04,140 INFO [train.py:927] (4/8) Epoch 13, batch 16900, giga_loss[loss=0.2253, simple_loss=0.3169, pruned_loss=0.06691, over 12348.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04235, over 113.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3148, pruned_loss=0.08034, over 2474682.66 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07481, over 21165.92 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2944, pruned_loss=0.06566, over 2466822.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.06038, over 7933.17 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3173, pruned_loss=0.08197, over 2475828.71 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07501, over 22662.97 utterances.], batch size: 113, lr: 2.94e-04
2022-08-29 01:55:48,126 INFO [train.py:927] (4/8) Epoch 13, batch 16950, libri_loss[loss=0.2225, simple_loss=0.3045, pruned_loss=0.07024, over 12330.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.06239, over 51.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3165, pruned_loss=0.08205, over 2474746.24 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07852, over 21679.47 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2951, pruned_loss=0.06597, over 2467175.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.06296, over 7997.55 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3185, pruned_loss=0.0836, over 2475605.94 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07792, over 23257.03 utterances.], batch size: 51, lr: 2.94e-04
2022-08-29 01:57:31,641 INFO [train.py:927] (4/8) Epoch 13, batch 17000, giga_loss[loss=0.2186, simple_loss=0.306, pruned_loss=0.0656, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02645, over 66.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3177, pruned_loss=0.08309, over 2474584.83 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08516, over 22609.49 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2954, pruned_loss=0.06625, over 2467337.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.06648, over 8079.44 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3197, pruned_loss=0.08455, over 2475344.56 frames. utt_duration=410.7 frames, utt_pad_proportion=0.08354, over 24194.44 utterances.], batch size: 66, lr: 2.94e-04
2022-08-29 01:59:13,748 INFO [train.py:927] (4/8) Epoch 13, batch 17050, libri_loss[loss=0.1821, simple_loss=0.2645, pruned_loss=0.04988, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006561, over 31.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3175, pruned_loss=0.08253, over 2475147.37 frames. utt_duration=441.3 frames, utt_pad_proportion=0.08162, over 22510.81 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.295, pruned_loss=0.06592, over 2467137.89 frames. utt_duration=1229 frames, utt_pad_proportion=0.065, over 8038.53 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.32, pruned_loss=0.08442, over 2476142.18 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08109, over 24192.22 utterances.], batch size: 31, lr: 2.94e-04
2022-08-29 02:00:58,036 INFO [train.py:927] (4/8) Epoch 13, batch 17100, giga_loss[loss=0.2471, simple_loss=0.3209, pruned_loss=0.08662, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3153, pruned_loss=0.08098, over 2475172.47 frames. utt_duration=458.5 frames, utt_pad_proportion=0.08124, over 21662.97 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2952, pruned_loss=0.0662, over 2467194.38 frames. utt_duration=1210 frames, utt_pad_proportion=0.07258, over 8165.42 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3176, pruned_loss=0.08262, over 2476076.99 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07881, over 23213.01 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:02:39,810 INFO [train.py:927] (4/8) Epoch 13, batch 17150, giga_loss[loss=0.2395, simple_loss=0.3116, pruned_loss=0.0837, over 12462.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03155, over 86.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08058, over 2475573.75 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08061, over 21858.70 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2949, pruned_loss=0.06604, over 2467110.41 frames. utt_duration=1212 frames, utt_pad_proportion=0.07245, over 8151.59 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3158, pruned_loss=0.08207, over 2476397.97 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07878, over 23146.78 utterances.], batch size: 86, lr: 2.94e-04
2022-08-29 02:04:22,591 INFO [train.py:927] (4/8) Epoch 13, batch 17200, giga_loss[loss=0.2552, simple_loss=0.321, pruned_loss=0.09473, over 12318.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02617, over 45.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3114, pruned_loss=0.07978, over 2474950.98 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08079, over 21675.03 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2947, pruned_loss=0.06604, over 2467149.51 frames. utt_duration=1217 frames, utt_pad_proportion=0.07127, over 8118.26 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3137, pruned_loss=0.08127, over 2475737.97 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07972, over 23023.87 utterances.], batch size: 45, lr: 2.94e-04
2022-08-29 02:06:07,691 INFO [train.py:927] (4/8) Epoch 13, batch 17250, giga_loss[loss=0.1989, simple_loss=0.2984, pruned_loss=0.04966, over 12392.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03404, over 80.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3099, pruned_loss=0.07842, over 2475475.21 frames. utt_duration=461.1 frames, utt_pad_proportion=0.08031, over 21543.76 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2947, pruned_loss=0.06601, over 2467152.47 frames. utt_duration=1215 frames, utt_pad_proportion=0.07156, over 8133.95 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3119, pruned_loss=0.07974, over 2476163.10 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07944, over 22710.88 utterances.], batch size: 80, lr: 2.94e-04
2022-08-29 02:07:51,248 INFO [train.py:927] (4/8) Epoch 13, batch 17300, giga_loss[loss=0.1913, simple_loss=0.282, pruned_loss=0.05035, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03358, over 51.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3079, pruned_loss=0.07469, over 2475913.25 frames. utt_duration=464.7 frames, utt_pad_proportion=0.0762, over 21379.11 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2944, pruned_loss=0.0659, over 2467177.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.07028, over 8105.86 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.07608, over 2476618.70 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07615, over 22617.90 utterances.], batch size: 51, lr: 2.94e-04
2022-08-29 02:09:35,893 INFO [train.py:927] (4/8) Epoch 13, batch 17350, giga_loss[loss=0.1939, simple_loss=0.282, pruned_loss=0.05285, over 12350.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02818, over 91.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3053, pruned_loss=0.07134, over 2476210.82 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07794, over 23062.41 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2945, pruned_loss=0.06593, over 2467100.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.06983, over 8103.77 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07247, over 2476907.91 frames. utt_duration=411.6 frames, utt_pad_proportion=0.07798, over 24156.80 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:11:20,031 INFO [train.py:927] (4/8) Epoch 13, batch 17400, giga_loss[loss=0.1977, simple_loss=0.3003, pruned_loss=0.04754, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03595, over 105.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3037, pruned_loss=0.06822, over 2475938.23 frames. utt_duration=433.4 frames, utt_pad_proportion=0.0763, over 22930.21 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2943, pruned_loss=0.06588, over 2466972.24 frames. utt_duration=1224 frames, utt_pad_proportion=0.068, over 8069.67 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3056, pruned_loss=0.0693, over 2476920.73 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07709, over 24342.32 utterances.], batch size: 105, lr: 2.94e-04
2022-08-29 02:13:04,452 INFO [train.py:927] (4/8) Epoch 13, batch 17450, libri_loss[loss=0.2279, simple_loss=0.304, pruned_loss=0.07594, over 12237.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005822, over 34.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3037, pruned_loss=0.0676, over 2475262.51 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07547, over 23004.38 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2948, pruned_loss=0.06623, over 2466755.09 frames. utt_duration=1218 frames, utt_pad_proportion=0.0703, over 8109.92 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3051, pruned_loss=0.0682, over 2476531.48 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07546, over 24567.33 utterances.], batch size: 34, lr: 2.94e-04
2022-08-29 02:14:45,470 INFO [train.py:927] (4/8) Epoch 13, batch 17500, giga_loss[loss=0.1865, simple_loss=0.2616, pruned_loss=0.05572, over 12350.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3008, pruned_loss=0.06552, over 2475080.03 frames. utt_duration=425.4 frames, utt_pad_proportion=0.0743, over 23351.73 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.295, pruned_loss=0.06651, over 2466650.92 frames. utt_duration=1222 frames, utt_pad_proportion=0.06874, over 8086.05 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3019, pruned_loss=0.06577, over 2476397.58 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07483, over 25030.64 utterances.], batch size: 358, lr: 2.94e-04
2022-08-29 02:16:30,607 INFO [train.py:927] (4/8) Epoch 13, batch 17550, giga_loss[loss=0.1962, simple_loss=0.2896, pruned_loss=0.05135, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2993, pruned_loss=0.064, over 2474905.40 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07513, over 23760.09 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2947, pruned_loss=0.06643, over 2466503.50 frames. utt_duration=1225 frames, utt_pad_proportion=0.06774, over 8062.54 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.3005, pruned_loss=0.06424, over 2476219.39 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07579, over 25371.63 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 02:18:13,176 INFO [train.py:927] (4/8) Epoch 13, batch 17600, giga_loss[loss=0.2108, simple_loss=0.3009, pruned_loss=0.06036, over 12422.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2978, pruned_loss=0.06207, over 2475302.52 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07154, over 23047.63 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2954, pruned_loss=0.06643, over 2466651.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.0675, over 8073.41 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2984, pruned_loss=0.06216, over 2476603.10 frames. utt_duration=398 frames, utt_pad_proportion=0.07252, over 24983.84 utterances.], batch size: 105, lr: 2.94e-04
2022-08-29 02:19:57,865 INFO [train.py:927] (4/8) Epoch 13, batch 17650, giga_loss[loss=0.1915, simple_loss=0.2772, pruned_loss=0.05289, over 12370.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0504, over 161.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2942, pruned_loss=0.0598, over 2475539.56 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07306, over 23405.77 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2954, pruned_loss=0.06628, over 2466797.83 frames. utt_duration=1215 frames, utt_pad_proportion=0.07053, over 8129.47 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2947, pruned_loss=0.05986, over 2476688.51 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07294, over 25317.53 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:21:44,194 INFO [train.py:927] (4/8) Epoch 13, batch 17700, giga_loss[loss=0.204, simple_loss=0.2983, pruned_loss=0.05479, over 12431.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04476, over 134.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2912, pruned_loss=0.05853, over 2475843.41 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07359, over 23464.39 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2942, pruned_loss=0.06574, over 2466952.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06866, over 8049.71 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.05882, over 2476951.08 frames. utt_duration=388.3 frames, utt_pad_proportion=0.07396, over 25611.46 utterances.], batch size: 134, lr: 2.94e-04
2022-08-29 02:23:38,299 INFO [train.py:927] (4/8) Epoch 13, batch 17750, giga_loss[loss=0.1913, simple_loss=0.29, pruned_loss=0.04629, over 12408.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05789, over 182.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2924, pruned_loss=0.05883, over 2475598.09 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07504, over 24359.81 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2943, pruned_loss=0.06601, over 2467069.90 frames. utt_duration=1230 frames, utt_pad_proportion=0.06763, over 8029.78 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05869, over 2476548.87 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07555, over 26380.37 utterances.], batch size: 182, lr: 2.94e-04
2022-08-29 02:25:40,045 INFO [train.py:927] (4/8) Epoch 13, batch 17800, giga_loss[loss=0.1983, simple_loss=0.2812, pruned_loss=0.05767, over 12431.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.059, over 2476057.18 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07142, over 24434.67 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2944, pruned_loss=0.06612, over 2467073.08 frames. utt_duration=1232 frames, utt_pad_proportion=0.06652, over 8016.80 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2943, pruned_loss=0.05856, over 2477090.38 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07247, over 26609.96 utterances.], batch size: 258, lr: 2.94e-04
2022-08-29 02:27:40,889 INFO [train.py:927] (4/8) Epoch 13, batch 17850, giga_loss[loss=0.1936, simple_loss=0.285, pruned_loss=0.05106, over 12396.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03504, over 122.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05737, over 2476463.50 frames. utt_duration=395 frames, utt_pad_proportion=0.07195, over 25166.76 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2949, pruned_loss=0.06641, over 2467207.22 frames. utt_duration=1222 frames, utt_pad_proportion=0.07035, over 8087.24 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2925, pruned_loss=0.05673, over 2477239.07 frames. utt_duration=369 frames, utt_pad_proportion=0.07182, over 26952.45 utterances.], batch size: 122, lr: 2.94e-04
2022-08-29 02:29:54,502 INFO [train.py:927] (4/8) Epoch 13, batch 17900, giga_loss[loss=0.2074, simple_loss=0.2974, pruned_loss=0.0587, over 12373.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02677, over 91.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05648, over 2476182.88 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06974, over 24876.19 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2949, pruned_loss=0.06645, over 2466926.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.06987, over 8068.40 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2903, pruned_loss=0.05585, over 2477124.87 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0699, over 26450.36 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:31:46,981 INFO [train.py:927] (4/8) Epoch 13, batch 17950, giga_loss[loss=0.1748, simple_loss=0.2673, pruned_loss=0.04111, over 12317.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03309, over 58.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.29, pruned_loss=0.05642, over 2475900.48 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07176, over 24928.13 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2961, pruned_loss=0.06692, over 2466537.75 frames. utt_duration=1219 frames, utt_pad_proportion=0.07322, over 8106.28 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2887, pruned_loss=0.05504, over 2477372.11 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07077, over 26852.80 utterances.], batch size: 58, lr: 2.94e-04
2022-08-29 02:33:50,210 INFO [train.py:927] (4/8) Epoch 13, batch 18000, giga_loss[loss=0.1979, simple_loss=0.2948, pruned_loss=0.05054, over 12403.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05253, over 161.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2911, pruned_loss=0.05631, over 2476530.32 frames. utt_duration=403 frames, utt_pad_proportion=0.07118, over 24660.24 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2957, pruned_loss=0.06673, over 2466296.29 frames. utt_duration=1223 frames, utt_pad_proportion=0.07216, over 8075.35 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2904, pruned_loss=0.0552, over 2478106.36 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07068, over 26519.23 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:33:50,210 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 02:34:04,226 INFO [train.py:967] (4/8) 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 02:36:11,312 INFO [train.py:927] (4/8) Epoch 13, batch 18050, giga_loss[loss=0.1939, simple_loss=0.2922, pruned_loss=0.04778, over 12357.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2896, pruned_loss=0.05519, over 2476995.59 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06744, over 23721.94 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2957, pruned_loss=0.06673, over 2466553.18 frames. utt_duration=1225 frames, utt_pad_proportion=0.07102, over 8063.53 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2889, pruned_loss=0.05404, over 2478240.09 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06755, over 25583.82 utterances.], batch size: 62, lr: 2.94e-04
2022-08-29 02:38:08,568 INFO [train.py:927] (4/8) Epoch 13, batch 18100, giga_loss[loss=0.2067, simple_loss=0.316, pruned_loss=0.04873, over 12377.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04628, over 146.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2917, pruned_loss=0.05571, over 2477307.17 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06624, over 23634.91 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2959, pruned_loss=0.06691, over 2466922.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.07315, over 8114.84 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2907, pruned_loss=0.05426, over 2478305.01 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06571, over 25592.80 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 02:40:10,618 INFO [train.py:927] (4/8) Epoch 13, batch 18150, giga_loss[loss=0.1968, simple_loss=0.2968, pruned_loss=0.04836, over 12359.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03298, over 97.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2923, pruned_loss=0.05464, over 2477492.05 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06756, over 24438.21 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.296, pruned_loss=0.06695, over 2466786.44 frames. utt_duration=1217 frames, utt_pad_proportion=0.07244, over 8115.98 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2913, pruned_loss=0.0532, over 2478626.26 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06719, over 26339.25 utterances.], batch size: 97, lr: 2.94e-04
2022-08-29 02:42:20,406 INFO [train.py:927] (4/8) Epoch 13, batch 18200, giga_loss[loss=0.194, simple_loss=0.2873, pruned_loss=0.05038, over 12410.00 frames. utt_duration=474 frames, utt_pad_proportion=0.0386, over 105.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2932, pruned_loss=0.05523, over 2477841.56 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0695, over 24640.21 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2961, pruned_loss=0.06704, over 2466653.38 frames. utt_duration=1209 frames, utt_pad_proportion=0.07608, over 8171.05 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2924, pruned_loss=0.05378, over 2479069.50 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06803, over 26403.57 utterances.], batch size: 105, lr: 2.94e-04
2022-08-29 02:44:40,726 INFO [train.py:927] (4/8) Epoch 13, batch 18250, giga_loss[loss=0.2051, simple_loss=0.2767, pruned_loss=0.06674, over 12374.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1754, over 356.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2928, pruned_loss=0.05609, over 2477467.72 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07279, over 24871.65 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2956, pruned_loss=0.06682, over 2466633.51 frames. utt_duration=1214 frames, utt_pad_proportion=0.0747, over 8135.17 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2924, pruned_loss=0.05486, over 2478718.89 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07178, over 26683.43 utterances.], batch size: 356, lr: 2.94e-04
2022-08-29 02:46:47,885 INFO [train.py:927] (4/8) Epoch 13, batch 18300, giga_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.0611, over 12420.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2904, pruned_loss=0.05529, over 2478370.25 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06782, over 24318.22 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2952, pruned_loss=0.0666, over 2466710.99 frames. utt_duration=1217 frames, utt_pad_proportion=0.07432, over 8120.34 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2904, pruned_loss=0.05437, over 2479435.21 frames. utt_duration=382.9 frames, utt_pad_proportion=0.0674, over 25979.35 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:48:57,180 INFO [train.py:927] (4/8) Epoch 13, batch 18350, giga_loss[loss=0.2073, simple_loss=0.2812, pruned_loss=0.06669, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03244, over 40.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.05435, over 2478120.35 frames. utt_duration=415.3 frames, utt_pad_proportion=0.0668, over 23937.17 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.295, pruned_loss=0.06651, over 2466646.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.07324, over 8092.18 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05348, over 2479233.09 frames. utt_duration=389 frames, utt_pad_proportion=0.06681, over 25571.18 utterances.], batch size: 40, lr: 2.94e-04
2022-08-29 02:50:56,251 INFO [train.py:927] (4/8) Epoch 13, batch 18400, giga_loss[loss=0.1949, simple_loss=0.2765, pruned_loss=0.05662, over 12389.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03813, over 105.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2886, pruned_loss=0.05481, over 2478462.92 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06784, over 24083.02 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2951, pruned_loss=0.06668, over 2466834.51 frames. utt_duration=1224 frames, utt_pad_proportion=0.07156, over 8073.73 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2884, pruned_loss=0.05363, over 2479496.51 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06824, over 25851.88 utterances.], batch size: 105, lr: 2.94e-04
2022-08-29 02:52:56,506 INFO [train.py:927] (4/8) Epoch 13, batch 18450, giga_loss[loss=0.1742, simple_loss=0.2602, pruned_loss=0.04412, over 12407.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06413, over 183.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2877, pruned_loss=0.05502, over 2478444.91 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06728, over 23634.53 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2949, pruned_loss=0.06658, over 2466854.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.07151, over 8085.09 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2876, pruned_loss=0.05397, over 2479458.57 frames. utt_duration=393 frames, utt_pad_proportion=0.06762, over 25314.58 utterances.], batch size: 183, lr: 2.94e-04
2022-08-29 02:55:04,534 INFO [train.py:927] (4/8) Epoch 13, batch 18500, giga_loss[loss=0.1967, simple_loss=0.298, pruned_loss=0.04768, over 12404.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03402, over 113.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2888, pruned_loss=0.05484, over 2478517.54 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06538, over 23148.51 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2943, pruned_loss=0.06625, over 2466828.08 frames. utt_duration=1212 frames, utt_pad_proportion=0.07463, over 8150.89 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2891, pruned_loss=0.05398, over 2479644.77 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06482, over 24823.46 utterances.], batch size: 113, lr: 2.94e-04
2022-08-29 02:57:20,259 INFO [train.py:927] (4/8) Epoch 13, batch 18550, giga_loss[loss=0.1811, simple_loss=0.2686, pruned_loss=0.04678, over 12314.00 frames. utt_duration=704.7 frames, utt_pad_proportion=0.0267, over 70.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.0544, over 2478841.99 frames. utt_duration=423 frames, utt_pad_proportion=0.06768, over 23504.85 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2944, pruned_loss=0.06636, over 2467085.58 frames. utt_duration=1215 frames, utt_pad_proportion=0.07327, over 8134.51 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2876, pruned_loss=0.05329, over 2479840.37 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06746, over 25278.94 utterances.], batch size: 70, lr: 2.94e-04
2022-08-29 02:59:23,957 INFO [train.py:927] (4/8) Epoch 13, batch 18600, giga_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06099, over 12385.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04555, over 146.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.283, pruned_loss=0.0527, over 2478612.34 frames. utt_duration=441.6 frames, utt_pad_proportion=0.06439, over 22508.94 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2944, pruned_loss=0.06635, over 2467121.69 frames. utt_duration=1217 frames, utt_pad_proportion=0.07242, over 8115.62 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2828, pruned_loss=0.05165, over 2479535.91 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06465, over 24131.37 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 03:01:17,635 INFO [train.py:927] (4/8) Epoch 13, batch 18650, giga_loss[loss=0.2046, simple_loss=0.2966, pruned_loss=0.05629, over 12413.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04485, over 34.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2838, pruned_loss=0.053, over 2478517.65 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06681, over 23252.30 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2945, pruned_loss=0.06641, over 2467233.59 frames. utt_duration=1220 frames, utt_pad_proportion=0.07159, over 8095.98 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2833, pruned_loss=0.05193, over 2479289.06 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06711, over 24760.67 utterances.], batch size: 34, lr: 2.94e-04
2022-08-29 03:03:16,054 INFO [train.py:927] (4/8) Epoch 13, batch 18700, giga_loss[loss=0.1704, simple_loss=0.2612, pruned_loss=0.0398, over 12445.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06182, over 183.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2825, pruned_loss=0.05183, over 2478047.74 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06677, over 23622.54 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2944, pruned_loss=0.06641, over 2466999.06 frames. utt_duration=1221 frames, utt_pad_proportion=0.0707, over 8090.26 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05073, over 2479062.53 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06723, over 25102.64 utterances.], batch size: 183, lr: 2.93e-04
2022-08-29 03:05:21,780 INFO [train.py:927] (4/8) Epoch 13, batch 18750, giga_loss[loss=0.167, simple_loss=0.2513, pruned_loss=0.04131, over 12390.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1645, over 352.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.281, pruned_loss=0.05192, over 2477751.06 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07048, over 23985.75 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2941, pruned_loss=0.06632, over 2467267.06 frames. utt_duration=1222 frames, utt_pad_proportion=0.06938, over 8082.89 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2805, pruned_loss=0.05055, over 2478767.96 frames. utt_duration=385.6 frames, utt_pad_proportion=0.07093, over 25790.57 utterances.], batch size: 352, lr: 2.93e-04
2022-08-29 03:07:33,491 INFO [train.py:927] (4/8) Epoch 13, batch 18800, giga_loss[loss=0.195, simple_loss=0.2848, pruned_loss=0.05265, over 12401.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03442, over 122.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2818, pruned_loss=0.0525, over 2477298.22 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06993, over 24718.33 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2942, pruned_loss=0.06639, over 2467071.50 frames. utt_duration=1214 frames, utt_pad_proportion=0.0719, over 8137.09 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2809, pruned_loss=0.0509, over 2478649.12 frames. utt_duration=373 frames, utt_pad_proportion=0.0697, over 26663.83 utterances.], batch size: 122, lr: 2.93e-04
2022-08-29 03:09:30,221 INFO [train.py:927] (4/8) Epoch 13, batch 18850, giga_loss[loss=0.1779, simple_loss=0.2822, pruned_loss=0.03682, over 12401.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2821, pruned_loss=0.05286, over 2477373.57 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06866, over 24727.37 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2944, pruned_loss=0.06652, over 2467104.59 frames. utt_duration=1204 frames, utt_pad_proportion=0.07519, over 8207.11 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2809, pruned_loss=0.05127, over 2478550.87 frames. utt_duration=376.3 frames, utt_pad_proportion=0.0675, over 26430.17 utterances.], batch size: 133, lr: 2.93e-04
2022-08-29 03:11:29,984 INFO [train.py:927] (4/8) Epoch 13, batch 18900, giga_loss[loss=0.2051, simple_loss=0.3068, pruned_loss=0.05166, over 12344.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03435, over 62.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2837, pruned_loss=0.05259, over 2476808.70 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06923, over 24523.74 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2939, pruned_loss=0.06631, over 2466863.53 frames. utt_duration=1209 frames, utt_pad_proportion=0.0739, over 8171.38 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.0512, over 2478180.41 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06859, over 26266.90 utterances.], batch size: 62, lr: 2.93e-04
2022-08-29 03:13:29,273 INFO [train.py:927] (4/8) Epoch 13, batch 18950, giga_loss[loss=0.191, simple_loss=0.2812, pruned_loss=0.05037, over 12401.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.0297, over 97.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2849, pruned_loss=0.05253, over 2476417.11 frames. utt_duration=413.5 frames, utt_pad_proportion=0.066, over 24025.54 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2938, pruned_loss=0.06621, over 2466634.31 frames. utt_duration=1208 frames, utt_pad_proportion=0.07345, over 8177.10 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2843, pruned_loss=0.05129, over 2477889.73 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06577, over 25695.94 utterances.], batch size: 97, lr: 2.93e-04
2022-08-29 03:15:30,787 INFO [train.py:927] (4/8) Epoch 13, batch 19000, giga_loss[loss=0.1858, simple_loss=0.2778, pruned_loss=0.04687, over 12344.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03374, over 97.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05166, over 2476888.40 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06471, over 23666.07 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2941, pruned_loss=0.06654, over 2466664.21 frames. utt_duration=1198 frames, utt_pad_proportion=0.0771, over 8248.65 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2827, pruned_loss=0.05021, over 2478151.26 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06353, over 25126.64 utterances.], batch size: 97, lr: 2.93e-04
2022-08-29 03:17:30,943 INFO [train.py:927] (4/8) Epoch 13, batch 19050, giga_loss[loss=0.1859, simple_loss=0.2776, pruned_loss=0.04707, over 12413.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03964, over 133.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2829, pruned_loss=0.05147, over 2476819.55 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06253, over 23410.32 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2943, pruned_loss=0.06673, over 2466564.92 frames. utt_duration=1190 frames, utt_pad_proportion=0.07953, over 8300.51 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2819, pruned_loss=0.0499, over 2478084.49 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06089, over 24788.47 utterances.], batch size: 133, lr: 2.93e-04
2022-08-29 03:19:35,350 INFO [train.py:927] (4/8) Epoch 13, batch 19100, giga_loss[loss=0.2202, simple_loss=0.3106, pruned_loss=0.06492, over 12374.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0462, over 146.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2853, pruned_loss=0.05272, over 2476573.22 frames. utt_duration=433.1 frames, utt_pad_proportion=0.05959, over 22937.66 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2942, pruned_loss=0.06655, over 2466463.26 frames. utt_duration=1193 frames, utt_pad_proportion=0.0783, over 8277.08 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2843, pruned_loss=0.05129, over 2477929.15 frames. utt_duration=407.5 frames, utt_pad_proportion=0.05866, over 24398.03 utterances.], batch size: 146, lr: 2.93e-04
2022-08-29 03:21:30,031 INFO [train.py:927] (4/8) Epoch 13, batch 19150, libri_loss[loss=0.183, simple_loss=0.2707, pruned_loss=0.04761, over 12180.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009466, over 30.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2873, pruned_loss=0.05419, over 2476597.30 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06229, over 24360.06 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2939, pruned_loss=0.06649, over 2466345.11 frames. utt_duration=1197 frames, utt_pad_proportion=0.0777, over 8251.00 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2867, pruned_loss=0.05296, over 2477928.81 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06157, over 25746.26 utterances.], batch size: 30, lr: 2.93e-04
2022-08-29 03:23:33,860 INFO [train.py:927] (4/8) Epoch 13, batch 19200, giga_loss[loss=0.1914, simple_loss=0.2878, pruned_loss=0.04748, over 12371.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02888, over 70.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2896, pruned_loss=0.05513, over 2476964.82 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06402, over 24985.67 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.294, pruned_loss=0.06654, over 2466301.05 frames. utt_duration=1200 frames, utt_pad_proportion=0.0768, over 8233.33 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2889, pruned_loss=0.05396, over 2478188.08 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06359, over 26324.43 utterances.], batch size: 70, lr: 2.93e-04
2022-08-29 03:25:47,935 INFO [train.py:927] (4/8) Epoch 13, batch 19250, giga_loss[loss=0.2002, simple_loss=0.2838, pruned_loss=0.05827, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02648, over 45.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.0544, over 2476937.96 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06672, over 25023.13 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2942, pruned_loss=0.06675, over 2466365.56 frames. utt_duration=1184 frames, utt_pad_proportion=0.08326, over 8344.44 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2871, pruned_loss=0.05297, over 2478147.31 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06428, over 26440.39 utterances.], batch size: 45, lr: 2.93e-04
2022-08-29 03:27:45,008 INFO [train.py:927] (4/8) Epoch 13, batch 19300, giga_loss[loss=0.2031, simple_loss=0.2942, pruned_loss=0.05605, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03899, over 113.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2873, pruned_loss=0.05391, over 2476873.60 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06251, over 24029.07 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2943, pruned_loss=0.06675, over 2466378.33 frames. utt_duration=1180 frames, utt_pad_proportion=0.08309, over 8374.63 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2865, pruned_loss=0.05258, over 2478002.66 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06063, over 25400.47 utterances.], batch size: 113, lr: 2.93e-04
2022-08-29 03:29:48,075 INFO [train.py:927] (4/8) Epoch 13, batch 19350, libri_loss[loss=0.1927, simple_loss=0.2815, pruned_loss=0.05195, over 12465.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004985, over 35.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2858, pruned_loss=0.05427, over 2477130.06 frames. utt_duration=434.6 frames, utt_pad_proportion=0.05948, over 22863.10 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2938, pruned_loss=0.06644, over 2466783.63 frames. utt_duration=1190 frames, utt_pad_proportion=0.07954, over 8303.55 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2852, pruned_loss=0.05278, over 2478238.33 frames. utt_duration=399.5 frames, utt_pad_proportion=0.05885, over 24885.11 utterances.], batch size: 35, lr: 2.93e-04
2022-08-29 03:31:47,556 INFO [train.py:927] (4/8) Epoch 13, batch 19400, giga_loss[loss=0.1925, simple_loss=0.2783, pruned_loss=0.05329, over 12418.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07005, over 213.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2859, pruned_loss=0.05427, over 2477717.12 frames. utt_duration=419 frames, utt_pad_proportion=0.06395, over 23724.24 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2942, pruned_loss=0.06683, over 2467060.41 frames. utt_duration=1183 frames, utt_pad_proportion=0.082, over 8351.97 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2849, pruned_loss=0.05241, over 2478602.13 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06222, over 25651.83 utterances.], batch size: 213, lr: 2.93e-04
2022-08-29 03:33:41,369 INFO [train.py:927] (4/8) Epoch 13, batch 19450, giga_loss[loss=0.1829, simple_loss=0.2841, pruned_loss=0.0408, over 12448.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04728, over 147.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05313, over 2477674.92 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06232, over 23592.40 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06666, over 2466743.77 frames. utt_duration=1190 frames, utt_pad_proportion=0.0807, over 8303.59 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.286, pruned_loss=0.05151, over 2478923.87 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06133, over 25521.97 utterances.], batch size: 147, lr: 2.93e-04
2022-08-29 03:35:52,338 INFO [train.py:927] (4/8) Epoch 13, batch 19500, libri_loss[loss=0.2001, simple_loss=0.2773, pruned_loss=0.06142, over 12180.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009527, over 30.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05281, over 2477633.36 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06117, over 23512.43 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2935, pruned_loss=0.06653, over 2466585.97 frames. utt_duration=1193 frames, utt_pad_proportion=0.07985, over 8277.13 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2866, pruned_loss=0.05145, over 2478932.14 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06065, over 25283.43 utterances.], batch size: 30, lr: 2.93e-04
2022-08-29 03:37:59,695 INFO [train.py:927] (4/8) Epoch 13, batch 19550, giga_loss[loss=0.1621, simple_loss=0.2664, pruned_loss=0.02895, over 12372.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03109, over 62.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.05266, over 2477547.09 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06202, over 23562.13 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2935, pruned_loss=0.06657, over 2466408.37 frames. utt_duration=1200 frames, utt_pad_proportion=0.07772, over 8234.19 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.286, pruned_loss=0.05111, over 2479059.72 frames. utt_duration=390.3 frames, utt_pad_proportion=0.062, over 25483.55 utterances.], batch size: 62, lr: 2.93e-04
2022-08-29 03:40:14,178 INFO [train.py:927] (4/8) Epoch 13, batch 19600, giga_loss[loss=0.185, simple_loss=0.2908, pruned_loss=0.0396, over 12331.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.02387, over 70.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2876, pruned_loss=0.05278, over 2477761.36 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06348, over 24098.76 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2934, pruned_loss=0.06656, over 2466660.08 frames. utt_duration=1199 frames, utt_pad_proportion=0.07685, over 8236.54 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2871, pruned_loss=0.05131, over 2478930.89 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06353, over 25884.78 utterances.], batch size: 70, lr: 2.93e-04
2022-08-29 03:42:31,572 INFO [train.py:927] (4/8) Epoch 13, batch 19650, giga_loss[loss=0.1896, simple_loss=0.2851, pruned_loss=0.04707, over 12433.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02748, over 122.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2893, pruned_loss=0.05341, over 2478458.91 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06143, over 23439.34 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06679, over 2466872.93 frames. utt_duration=1203 frames, utt_pad_proportion=0.07606, over 8211.99 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2889, pruned_loss=0.05183, over 2479416.70 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06175, over 25154.58 utterances.], batch size: 122, lr: 2.93e-04
2022-08-29 03:44:49,675 INFO [train.py:927] (4/8) Epoch 13, batch 19700, libri_loss[loss=0.2544, simple_loss=0.335, pruned_loss=0.08694, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005971, over 34.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2894, pruned_loss=0.05382, over 2478703.68 frames. utt_duration=446.9 frames, utt_pad_proportion=0.05834, over 22242.95 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2944, pruned_loss=0.06687, over 2467141.18 frames. utt_duration=1209 frames, utt_pad_proportion=0.07387, over 8174.25 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2879, pruned_loss=0.0519, over 2479710.75 frames. utt_duration=409.8 frames, utt_pad_proportion=0.05932, over 24273.92 utterances.], batch size: 34, lr: 2.93e-04
2022-08-29 03:46:52,340 INFO [train.py:927] (4/8) Epoch 13, batch 19750, giga_loss[loss=0.1989, simple_loss=0.2909, pruned_loss=0.05351, over 12356.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.289, pruned_loss=0.05317, over 2478864.36 frames. utt_duration=436.6 frames, utt_pad_proportion=0.0596, over 22770.23 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2946, pruned_loss=0.06699, over 2467299.53 frames. utt_duration=1194 frames, utt_pad_proportion=0.07872, over 8278.54 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2876, pruned_loss=0.0513, over 2479721.84 frames. utt_duration=405.2 frames, utt_pad_proportion=0.0588, over 24549.03 utterances.], batch size: 97, lr: 2.93e-04
2022-08-29 03:48:51,702 INFO [train.py:927] (4/8) Epoch 13, batch 19800, giga_loss[loss=0.1771, simple_loss=0.2699, pruned_loss=0.04213, over 12280.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02506, over 54.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2907, pruned_loss=0.05387, over 2478240.37 frames. utt_duration=428.9 frames, utt_pad_proportion=0.05896, over 23173.57 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2945, pruned_loss=0.06688, over 2466958.81 frames. utt_duration=1198 frames, utt_pad_proportion=0.07757, over 8248.20 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2896, pruned_loss=0.05224, over 2479454.50 frames. utt_duration=399.6 frames, utt_pad_proportion=0.05864, over 24895.20 utterances.], batch size: 54, lr: 2.93e-04
2022-08-29 03:50:41,143 INFO [train.py:927] (4/8) Epoch 13, batch 19850, giga_loss[loss=0.1861, simple_loss=0.2716, pruned_loss=0.05031, over 12320.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03263, over 51.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.289, pruned_loss=0.05388, over 2478035.70 frames. utt_duration=444.6 frames, utt_pad_proportion=0.05895, over 22354.74 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2947, pruned_loss=0.0671, over 2467067.74 frames. utt_duration=1190 frames, utt_pad_proportion=0.08045, over 8304.89 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2878, pruned_loss=0.05205, over 2479222.20 frames. utt_duration=413.2 frames, utt_pad_proportion=0.05768, over 24070.94 utterances.], batch size: 51, lr: 2.93e-04
2022-08-29 03:52:37,704 INFO [train.py:927] (4/8) Epoch 13, batch 19900, giga_loss[loss=0.2339, simple_loss=0.3122, pruned_loss=0.07777, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03177, over 39.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2891, pruned_loss=0.05438, over 2477669.70 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06259, over 23142.90 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2946, pruned_loss=0.06704, over 2467064.66 frames. utt_duration=1192 frames, utt_pad_proportion=0.07922, over 8286.99 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2882, pruned_loss=0.05274, over 2478818.43 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06168, over 24807.92 utterances.], batch size: 39, lr: 2.93e-04
2022-08-29 03:54:23,274 INFO [train.py:927] (4/8) Epoch 13, batch 19950, giga_loss[loss=0.225, simple_loss=0.3131, pruned_loss=0.06846, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04279, over 33.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2961, pruned_loss=0.05826, over 2476598.46 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06284, over 22635.47 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2949, pruned_loss=0.06712, over 2467347.14 frames. utt_duration=1193 frames, utt_pad_proportion=0.0779, over 8282.72 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2951, pruned_loss=0.05664, over 2477481.92 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06237, over 24287.00 utterances.], batch size: 33, lr: 2.93e-04
2022-08-29 03:56:06,159 INFO [train.py:927] (4/8) Epoch 13, batch 20000, libri_loss[loss=0.1979, simple_loss=0.2784, pruned_loss=0.05873, over 12339.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005896, over 33.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2948, pruned_loss=0.05794, over 2475649.02 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06128, over 21044.58 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2951, pruned_loss=0.06713, over 2467697.88 frames. utt_duration=1192 frames, utt_pad_proportion=0.07672, over 8289.73 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2938, pruned_loss=0.05633, over 2476314.70 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06118, over 22798.61 utterances.], batch size: 33, lr: 2.93e-04
2022-08-29 03:57:50,770 INFO [train.py:927] (4/8) Epoch 13, batch 20050, libri_loss[loss=0.2531, simple_loss=0.3285, pruned_loss=0.08882, over 12396.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03794, over 46.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.289, pruned_loss=0.05613, over 2475683.52 frames. utt_duration=477.7 frames, utt_pad_proportion=0.05973, over 20786.02 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2954, pruned_loss=0.0672, over 2467985.67 frames. utt_duration=1195 frames, utt_pad_proportion=0.07533, over 8273.75 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2879, pruned_loss=0.05455, over 2476129.03 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06009, over 22483.05 utterances.], batch size: 46, lr: 2.93e-04
2022-08-29 03:59:35,560 INFO [train.py:927] (4/8) Epoch 13, batch 20100, giga_loss[loss=0.1691, simple_loss=0.2444, pruned_loss=0.04691, over 12295.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03689, over 51.00 utterances.], tot_loss[loss=0.194, simple_loss=0.281, pruned_loss=0.05349, over 2475351.25 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0608, over 20784.73 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2951, pruned_loss=0.06705, over 2468091.58 frames. utt_duration=1197 frames, utt_pad_proportion=0.07479, over 8256.06 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2803, pruned_loss=0.05226, over 2475676.53 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06115, over 22239.76 utterances.], batch size: 51, lr: 2.93e-04
2022-08-29 04:01:18,042 INFO [train.py:927] (4/8) Epoch 13, batch 20150, giga_loss[loss=0.22, simple_loss=0.289, pruned_loss=0.07548, over 12397.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1104, over 260.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2764, pruned_loss=0.05211, over 2475672.85 frames. utt_duration=492.4 frames, utt_pad_proportion=0.05829, over 20166.66 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2953, pruned_loss=0.06704, over 2468445.25 frames. utt_duration=1196 frames, utt_pad_proportion=0.07381, over 8263.17 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.275, pruned_loss=0.05066, over 2475838.19 frames. utt_duration=457.4 frames, utt_pad_proportion=0.05885, over 21717.17 utterances.], batch size: 260, lr: 2.93e-04
2022-08-29 04:03:03,250 INFO [train.py:927] (4/8) Epoch 13, batch 20200, giga_loss[loss=0.166, simple_loss=0.2468, pruned_loss=0.04258, over 12385.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02995, over 58.00 utterances.], tot_loss[loss=0.186, simple_loss=0.2712, pruned_loss=0.05037, over 2474878.81 frames. utt_duration=492.2 frames, utt_pad_proportion=0.05897, over 20170.44 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2955, pruned_loss=0.06708, over 2468250.02 frames. utt_duration=1197 frames, utt_pad_proportion=0.07353, over 8256.85 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2699, pruned_loss=0.04913, over 2475219.72 frames. utt_duration=463.1 frames, utt_pad_proportion=0.05946, over 21444.87 utterances.], batch size: 58, lr: 2.93e-04
2022-08-29 04:04:46,090 INFO [train.py:927] (4/8) Epoch 13, batch 20250, libri_loss[loss=0.1786, simple_loss=0.2583, pruned_loss=0.0494, over 12413.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006875, over 30.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2679, pruned_loss=0.0491, over 2474082.21 frames. utt_duration=514 frames, utt_pad_proportion=0.05542, over 19305.56 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2953, pruned_loss=0.06704, over 2467858.81 frames. utt_duration=1201 frames, utt_pad_proportion=0.07206, over 8229.72 utterances.], giga_tot_loss[loss=0.1805, simple_loss=0.266, pruned_loss=0.04748, over 2474967.32 frames. utt_duration=477.6 frames, utt_pad_proportion=0.05634, over 20789.99 utterances.], batch size: 30, lr: 2.93e-04
2022-08-29 04:06:36,336 INFO [train.py:927] (4/8) Epoch 13, batch 20300, giga_loss[loss=0.1416, simple_loss=0.2223, pruned_loss=0.03041, over 12365.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.02816, over 28.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2626, pruned_loss=0.04718, over 2473884.71 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06162, over 19225.85 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2956, pruned_loss=0.06712, over 2467725.73 frames. utt_duration=1204 frames, utt_pad_proportion=0.07127, over 8205.38 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2606, pruned_loss=0.04561, over 2474772.56 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06216, over 20553.42 utterances.], batch size: 28, lr: 2.93e-04
2022-08-29 04:08:18,381 INFO [train.py:927] (4/8) Epoch 13, batch 20350, giga_loss[loss=0.179, simple_loss=0.2531, pruned_loss=0.05252, over 12352.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.1742, simple_loss=0.2576, pruned_loss=0.0454, over 2473506.23 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06173, over 19128.52 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2957, pruned_loss=0.06716, over 2467923.18 frames. utt_duration=1207 frames, utt_pad_proportion=0.07074, over 8190.38 utterances.], giga_tot_loss[loss=0.1717, simple_loss=0.2556, pruned_loss=0.04395, over 2474075.00 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06231, over 20281.42 utterances.], batch size: 258, lr: 2.93e-04
2022-08-29 04:10:02,131 INFO [train.py:927] (4/8) Epoch 13, batch 20400, giga_loss[loss=0.2942, simple_loss=0.3629, pruned_loss=0.1128, over 12378.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.1787, simple_loss=0.2622, pruned_loss=0.0476, over 2474764.85 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06294, over 19933.62 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2958, pruned_loss=0.06725, over 2468207.55 frames. utt_duration=1198 frames, utt_pad_proportion=0.07355, over 8251.25 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2599, pruned_loss=0.04599, over 2475074.84 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06225, over 20989.62 utterances.], batch size: 257, lr: 2.93e-04
2022-08-29 04:11:43,960 INFO [train.py:927] (4/8) Epoch 13, batch 20450, giga_loss[loss=0.2221, simple_loss=0.3169, pruned_loss=0.06369, over 12294.00 frames. utt_duration=746.3 frames, utt_pad_proportion=0.03329, over 66.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2727, pruned_loss=0.05218, over 2474203.26 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06657, over 19490.37 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.296, pruned_loss=0.06728, over 2468262.92 frames. utt_duration=1199 frames, utt_pad_proportion=0.07295, over 8244.75 utterances.], giga_tot_loss[loss=0.1859, simple_loss=0.2704, pruned_loss=0.05074, over 2474454.05 frames. utt_duration=486 frames, utt_pad_proportion=0.06605, over 20428.29 utterances.], batch size: 66, lr: 2.93e-04
2022-08-29 04:13:26,827 INFO [train.py:927] (4/8) Epoch 13, batch 20500, giga_loss[loss=0.1856, simple_loss=0.2939, pruned_loss=0.0387, over 12420.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03348, over 75.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2783, pruned_loss=0.05395, over 2473891.78 frames. utt_duration=519 frames, utt_pad_proportion=0.06685, over 19121.50 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2956, pruned_loss=0.0671, over 2468211.10 frames. utt_duration=1204 frames, utt_pad_proportion=0.07163, over 8211.98 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2764, pruned_loss=0.05265, over 2474246.45 frames. utt_duration=493 frames, utt_pad_proportion=0.06681, over 20134.22 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 04:15:12,276 INFO [train.py:927] (4/8) Epoch 13, batch 20550, giga_loss[loss=0.2108, simple_loss=0.2945, pruned_loss=0.06358, over 12434.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03599, over 37.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2826, pruned_loss=0.05551, over 2474168.63 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06263, over 18719.71 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2957, pruned_loss=0.06717, over 2468009.19 frames. utt_duration=1210 frames, utt_pad_proportion=0.07006, over 8168.14 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2805, pruned_loss=0.05406, over 2474800.81 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06333, over 19865.43 utterances.], batch size: 37, lr: 2.93e-04
2022-08-29 04:16:57,660 INFO [train.py:927] (4/8) Epoch 13, batch 20600, giga_loss[loss=0.207, simple_loss=0.2954, pruned_loss=0.05933, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03173, over 97.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2865, pruned_loss=0.05786, over 2473127.79 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06455, over 18713.36 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2955, pruned_loss=0.06711, over 2467974.33 frames. utt_duration=1216 frames, utt_pad_proportion=0.06778, over 8125.44 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2846, pruned_loss=0.05631, over 2473895.44 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06571, over 20098.83 utterances.], batch size: 97, lr: 2.93e-04
2022-08-29 04:18:40,809 INFO [train.py:927] (4/8) Epoch 13, batch 20650, giga_loss[loss=0.2257, simple_loss=0.3198, pruned_loss=0.06581, over 12382.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2905, pruned_loss=0.05912, over 2473419.54 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06107, over 18052.06 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2954, pruned_loss=0.06706, over 2468005.49 frames. utt_duration=1214 frames, utt_pad_proportion=0.06806, over 8142.22 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2889, pruned_loss=0.05787, over 2474039.46 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06208, over 19213.99 utterances.], batch size: 66, lr: 2.93e-04
2022-08-29 04:20:22,475 INFO [train.py:927] (4/8) Epoch 13, batch 20700, giga_loss[loss=0.2139, simple_loss=0.3117, pruned_loss=0.05804, over 12445.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03189, over 75.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2941, pruned_loss=0.06054, over 2473272.66 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06463, over 18260.46 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2955, pruned_loss=0.06703, over 2468123.47 frames. utt_duration=1217 frames, utt_pad_proportion=0.06729, over 8124.14 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2928, pruned_loss=0.05949, over 2473716.01 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06556, over 19340.32 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 04:22:05,806 INFO [train.py:927] (4/8) Epoch 13, batch 20750, giga_loss[loss=0.2002, simple_loss=0.2894, pruned_loss=0.05546, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03318, over 85.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2948, pruned_loss=0.06021, over 2473288.71 frames. utt_duration=541 frames, utt_pad_proportion=0.06408, over 18335.97 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2949, pruned_loss=0.0668, over 2468060.03 frames. utt_duration=1220 frames, utt_pad_proportion=0.06635, over 8098.84 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.0594, over 2473834.60 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06519, over 19500.50 utterances.], batch size: 85, lr: 2.93e-04
2022-08-29 04:23:49,496 INFO [train.py:927] (4/8) Epoch 13, batch 20800, giga_loss[loss=0.1952, simple_loss=0.2865, pruned_loss=0.05192, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03048, over 58.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2957, pruned_loss=0.06097, over 2472106.33 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06382, over 17974.65 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2948, pruned_loss=0.06683, over 2467839.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.06487, over 8058.27 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06012, over 2472905.07 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06533, over 19239.67 utterances.], batch size: 58, lr: 2.93e-04
2022-08-29 04:25:32,250 INFO [train.py:927] (4/8) Epoch 13, batch 20850, giga_loss[loss=0.2078, simple_loss=0.2952, pruned_loss=0.06019, over 12350.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02986, over 70.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2985, pruned_loss=0.06408, over 2472194.32 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06087, over 17523.34 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2947, pruned_loss=0.06677, over 2467726.42 frames. utt_duration=1229 frames, utt_pad_proportion=0.0637, over 8039.91 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06335, over 2473031.53 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0627, over 18760.65 utterances.], batch size: 70, lr: 2.93e-04
2022-08-29 04:27:16,259 INFO [train.py:927] (4/8) Epoch 13, batch 20900, giga_loss[loss=0.2032, simple_loss=0.2872, pruned_loss=0.05963, over 12448.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03121, over 75.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2982, pruned_loss=0.06472, over 2471291.66 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05934, over 16746.37 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2945, pruned_loss=0.06663, over 2467743.70 frames. utt_duration=1224 frames, utt_pad_proportion=0.06595, over 8072.68 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2984, pruned_loss=0.06414, over 2472107.26 frames. utt_duration=547 frames, utt_pad_proportion=0.0598, over 18127.26 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 04:29:02,048 INFO [train.py:927] (4/8) Epoch 13, batch 20950, giga_loss[loss=0.2353, simple_loss=0.3059, pruned_loss=0.08234, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02894, over 48.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2977, pruned_loss=0.0652, over 2471543.09 frames. utt_duration=578.6 frames, utt_pad_proportion=0.0631, over 17131.02 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2942, pruned_loss=0.06642, over 2467426.68 frames. utt_duration=1231 frames, utt_pad_proportion=0.06404, over 8027.48 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2983, pruned_loss=0.06483, over 2472627.30 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06379, over 18585.39 utterances.], batch size: 48, lr: 2.93e-04
2022-08-29 04:30:45,356 INFO [train.py:927] (4/8) Epoch 13, batch 21000, giga_loss[loss=0.2268, simple_loss=0.3138, pruned_loss=0.06992, over 12382.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.297, pruned_loss=0.06476, over 2472658.31 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06844, over 17522.77 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2942, pruned_loss=0.06663, over 2467690.50 frames. utt_duration=1211 frames, utt_pad_proportion=0.07197, over 8160.02 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2976, pruned_loss=0.06424, over 2473407.71 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06554, over 18810.59 utterances.], batch size: 70, lr: 2.92e-04
2022-08-29 04:30:45,358 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 04:31:00,662 INFO [train.py:967] (4/8) 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 04:32:43,734 INFO [train.py:927] (4/8) Epoch 13, batch 21050, giga_loss[loss=0.1862, simple_loss=0.2704, pruned_loss=0.05101, over 12421.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2929, pruned_loss=0.0629, over 2472681.32 frames. utt_duration=529.9 frames, utt_pad_proportion=0.07202, over 18717.45 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2939, pruned_loss=0.06652, over 2467527.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.07198, over 8152.13 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2937, pruned_loss=0.06253, over 2473511.10 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06965, over 19929.45 utterances.], batch size: 162, lr: 2.92e-04
2022-08-29 04:34:25,685 INFO [train.py:927] (4/8) Epoch 13, batch 21100, giga_loss[loss=0.2264, simple_loss=0.2868, pruned_loss=0.08294, over 12365.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1123, over 260.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2892, pruned_loss=0.06154, over 2473133.06 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07085, over 18857.83 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2939, pruned_loss=0.06648, over 2467607.55 frames. utt_duration=1206 frames, utt_pad_proportion=0.0744, over 8195.28 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2896, pruned_loss=0.06113, over 2473900.76 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0681, over 20162.01 utterances.], batch size: 260, lr: 2.92e-04
2022-08-29 04:36:06,852 INFO [train.py:927] (4/8) Epoch 13, batch 21150, giga_loss[loss=0.1746, simple_loss=0.2641, pruned_loss=0.04255, over 12393.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03325, over 75.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2888, pruned_loss=0.06122, over 2473544.28 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07244, over 19307.42 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.294, pruned_loss=0.06646, over 2467630.26 frames. utt_duration=1205 frames, utt_pad_proportion=0.07402, over 8200.28 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.289, pruned_loss=0.06087, over 2474183.41 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07036, over 20429.83 utterances.], batch size: 75, lr: 2.92e-04
2022-08-29 04:37:44,904 INFO [train.py:927] (4/8) Epoch 13, batch 21200, libri_loss[loss=0.2095, simple_loss=0.2894, pruned_loss=0.06483, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006748, over 36.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2872, pruned_loss=0.06039, over 2473783.00 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06633, over 18808.06 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2941, pruned_loss=0.06648, over 2467842.48 frames. utt_duration=1208 frames, utt_pad_proportion=0.07261, over 8179.52 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2872, pruned_loss=0.05994, over 2474256.91 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06541, over 20024.00 utterances.], batch size: 36, lr: 2.92e-04
2022-08-29 04:39:26,074 INFO [train.py:927] (4/8) Epoch 13, batch 21250, giga_loss[loss=0.2108, simple_loss=0.2805, pruned_loss=0.07052, over 12443.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04455, over 31.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2842, pruned_loss=0.05936, over 2473610.61 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06363, over 18173.55 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.294, pruned_loss=0.06642, over 2467921.28 frames. utt_duration=1209 frames, utt_pad_proportion=0.07183, over 8175.78 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2842, pruned_loss=0.05896, over 2474001.55 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06329, over 19280.59 utterances.], batch size: 31, lr: 2.92e-04
2022-08-29 04:41:06,804 INFO [train.py:927] (4/8) Epoch 13, batch 21300, libri_loss[loss=0.228, simple_loss=0.3066, pruned_loss=0.07473, over 12471.00 frames. utt_duration=757.2 frames, utt_pad_proportion=0.1406, over 66.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.282, pruned_loss=0.05833, over 2474972.84 frames. utt_duration=557 frames, utt_pad_proportion=0.06002, over 17821.83 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2942, pruned_loss=0.06638, over 2468397.65 frames. utt_duration=1209 frames, utt_pad_proportion=0.07104, over 8175.90 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2814, pruned_loss=0.05785, over 2475010.48 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06009, over 18967.33 utterances.], batch size: 66, lr: 2.92e-04
2022-08-29 04:42:46,252 INFO [train.py:927] (4/8) Epoch 13, batch 21350, giga_loss[loss=0.1758, simple_loss=0.2576, pruned_loss=0.04701, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03636, over 113.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2782, pruned_loss=0.05668, over 2474758.52 frames. utt_duration=573 frames, utt_pad_proportion=0.05582, over 17322.70 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.294, pruned_loss=0.06626, over 2468529.49 frames. utt_duration=1207 frames, utt_pad_proportion=0.07127, over 8191.02 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2779, pruned_loss=0.05633, over 2474731.41 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05595, over 18290.39 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 04:44:27,302 INFO [train.py:927] (4/8) Epoch 13, batch 21400, giga_loss[loss=0.1606, simple_loss=0.2478, pruned_loss=0.0367, over 12380.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02875, over 62.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2754, pruned_loss=0.05546, over 2474949.64 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05218, over 16443.92 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2935, pruned_loss=0.06605, over 2468429.27 frames. utt_duration=1215 frames, utt_pad_proportion=0.06979, over 8136.89 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2751, pruned_loss=0.05513, over 2475184.20 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05294, over 17499.72 utterances.], batch size: 62, lr: 2.92e-04
2022-08-29 04:46:08,623 INFO [train.py:927] (4/8) Epoch 13, batch 21450, giga_loss[loss=0.1955, simple_loss=0.2779, pruned_loss=0.05654, over 12427.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04291, over 26.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.276, pruned_loss=0.05629, over 2474548.07 frames. utt_duration=598 frames, utt_pad_proportion=0.05208, over 16593.03 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2934, pruned_loss=0.06606, over 2468403.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06902, over 8118.89 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2756, pruned_loss=0.05587, over 2474849.38 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05291, over 17559.43 utterances.], batch size: 26, lr: 2.92e-04
2022-08-29 04:47:54,706 INFO [train.py:927] (4/8) Epoch 13, batch 21500, giga_loss[loss=0.1867, simple_loss=0.2595, pruned_loss=0.05691, over 12441.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03683, over 37.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2792, pruned_loss=0.05804, over 2474396.01 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05609, over 16798.46 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.293, pruned_loss=0.06586, over 2468279.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.06756, over 8070.79 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2788, pruned_loss=0.05767, over 2474921.18 frames. utt_duration=556 frames, utt_pad_proportion=0.05704, over 17854.51 utterances.], batch size: 37, lr: 2.92e-04
2022-08-29 04:49:36,643 INFO [train.py:927] (4/8) Epoch 13, batch 21550, giga_loss[loss=0.2254, simple_loss=0.2983, pruned_loss=0.0762, over 12128.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04259, over 33.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2858, pruned_loss=0.0617, over 2474580.66 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05594, over 16932.17 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2931, pruned_loss=0.06586, over 2468333.49 frames. utt_duration=1223 frames, utt_pad_proportion=0.06729, over 8085.13 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2854, pruned_loss=0.06133, over 2475079.78 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05672, over 17925.70 utterances.], batch size: 33, lr: 2.92e-04
2022-08-29 04:51:21,040 INFO [train.py:927] (4/8) Epoch 13, batch 21600, giga_loss[loss=0.2347, simple_loss=0.3163, pruned_loss=0.07655, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03032, over 42.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2905, pruned_loss=0.06321, over 2473904.09 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06743, over 18135.95 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06573, over 2468316.39 frames. utt_duration=1226 frames, utt_pad_proportion=0.06584, over 8061.74 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2902, pruned_loss=0.06294, over 2474477.30 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06799, over 19210.79 utterances.], batch size: 42, lr: 2.92e-04
2022-08-29 04:53:00,591 INFO [train.py:927] (4/8) Epoch 13, batch 21650, giga_loss[loss=0.1754, simple_loss=0.2599, pruned_loss=0.04545, over 12216.00 frames. utt_duration=1881 frames, utt_pad_proportion=0.04331, over 26.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2946, pruned_loss=0.06442, over 2473448.68 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06324, over 17616.22 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2927, pruned_loss=0.06563, over 2468091.59 frames. utt_duration=1232 frames, utt_pad_proportion=0.06443, over 8023.23 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2946, pruned_loss=0.06427, over 2474271.55 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06447, over 18789.93 utterances.], batch size: 26, lr: 2.92e-04
2022-08-29 04:54:39,598 INFO [train.py:927] (4/8) Epoch 13, batch 21700, giga_loss[loss=0.1704, simple_loss=0.2676, pruned_loss=0.03663, over 12434.00 frames. utt_duration=859 frames, utt_pad_proportion=0.02497, over 58.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2927, pruned_loss=0.06175, over 2472835.03 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05747, over 17287.60 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2927, pruned_loss=0.06569, over 2467536.05 frames. utt_duration=1238 frames, utt_pad_proportion=0.06278, over 7981.05 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2927, pruned_loss=0.0615, over 2474127.48 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05942, over 18568.21 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 04:56:20,277 INFO [train.py:927] (4/8) Epoch 13, batch 21750, giga_loss[loss=0.2735, simple_loss=0.334, pruned_loss=0.1065, over 12387.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2928, pruned_loss=0.06149, over 2473353.93 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05919, over 17451.63 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.293, pruned_loss=0.06598, over 2467488.04 frames. utt_duration=1231 frames, utt_pad_proportion=0.06584, over 8024.96 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2925, pruned_loss=0.0609, over 2474642.10 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05935, over 18732.95 utterances.], batch size: 257, lr: 2.92e-04
2022-08-29 04:58:03,949 INFO [train.py:927] (4/8) Epoch 13, batch 21800, giga_loss[loss=0.2084, simple_loss=0.298, pruned_loss=0.05944, over 12378.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2946, pruned_loss=0.06228, over 2473340.26 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05923, over 17278.32 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2927, pruned_loss=0.06582, over 2467431.89 frames. utt_duration=1235 frames, utt_pad_proportion=0.06516, over 7998.70 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2946, pruned_loss=0.06189, over 2474485.60 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05958, over 18431.30 utterances.], batch size: 66, lr: 2.92e-04
2022-08-29 04:59:47,530 INFO [train.py:927] (4/8) Epoch 13, batch 21850, giga_loss[loss=0.1873, simple_loss=0.2742, pruned_loss=0.05019, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04699, over 31.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2969, pruned_loss=0.06406, over 2473462.37 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05947, over 17691.91 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2928, pruned_loss=0.06583, over 2467247.73 frames. utt_duration=1239 frames, utt_pad_proportion=0.06423, over 7973.93 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.297, pruned_loss=0.0637, over 2474670.10 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06008, over 18822.73 utterances.], batch size: 31, lr: 2.92e-04
2022-08-29 05:01:32,060 INFO [train.py:927] (4/8) Epoch 13, batch 21900, giga_loss[loss=0.2523, simple_loss=0.3284, pruned_loss=0.08814, over 12366.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07102, over 211.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.299, pruned_loss=0.06583, over 2473726.78 frames. utt_duration=556 frames, utt_pad_proportion=0.06252, over 17845.71 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.293, pruned_loss=0.06613, over 2467099.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06832, over 8046.23 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2989, pruned_loss=0.06528, over 2474846.62 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0612, over 18752.96 utterances.], batch size: 211, lr: 2.92e-04
2022-08-29 05:03:11,778 INFO [train.py:927] (4/8) Epoch 13, batch 21950, giga_loss[loss=0.2244, simple_loss=0.3177, pruned_loss=0.06555, over 12368.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03434, over 104.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2995, pruned_loss=0.06547, over 2474338.87 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06269, over 17395.41 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.06606, over 2467359.13 frames. utt_duration=1227 frames, utt_pad_proportion=0.06823, over 8055.34 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2997, pruned_loss=0.06506, over 2475202.89 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06149, over 18412.91 utterances.], batch size: 104, lr: 2.92e-04
2022-08-29 05:04:53,979 INFO [train.py:927] (4/8) Epoch 13, batch 22000, giga_loss[loss=0.2302, simple_loss=0.3137, pruned_loss=0.07335, over 12471.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04155, over 34.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3002, pruned_loss=0.06613, over 2474964.52 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05972, over 16548.22 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2927, pruned_loss=0.066, over 2467257.69 frames. utt_duration=1232 frames, utt_pad_proportion=0.06697, over 8022.19 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3007, pruned_loss=0.06585, over 2475903.36 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05932, over 17581.63 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 05:06:35,352 INFO [train.py:927] (4/8) Epoch 13, batch 22050, giga_loss[loss=0.273, simple_loss=0.3319, pruned_loss=0.107, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.299, pruned_loss=0.06587, over 2474941.84 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05769, over 16297.28 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2925, pruned_loss=0.06594, over 2467470.28 frames. utt_duration=1234 frames, utt_pad_proportion=0.06634, over 8007.94 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2996, pruned_loss=0.06571, over 2475597.84 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05767, over 17229.95 utterances.], batch size: 258, lr: 2.92e-04
2022-08-29 05:08:17,862 INFO [train.py:927] (4/8) Epoch 13, batch 22100, giga_loss[loss=0.2069, simple_loss=0.2895, pruned_loss=0.06217, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03874, over 37.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2979, pruned_loss=0.06551, over 2474141.33 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05668, over 15659.24 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.06578, over 2467282.05 frames. utt_duration=1239 frames, utt_pad_proportion=0.06468, over 7973.04 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2989, pruned_loss=0.06553, over 2475121.69 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05736, over 16740.82 utterances.], batch size: 37, lr: 2.92e-04
2022-08-29 05:09:57,940 INFO [train.py:927] (4/8) Epoch 13, batch 22150, giga_loss[loss=0.2125, simple_loss=0.2945, pruned_loss=0.06519, over 12354.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2994, pruned_loss=0.06622, over 2473432.36 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05412, over 15597.25 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2923, pruned_loss=0.06586, over 2467477.40 frames. utt_duration=1244 frames, utt_pad_proportion=0.06339, over 7946.07 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3003, pruned_loss=0.06619, over 2474214.75 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05526, over 16695.03 utterances.], batch size: 51, lr: 2.92e-04
2022-08-29 05:11:40,177 INFO [train.py:927] (4/8) Epoch 13, batch 22200, giga_loss[loss=0.2092, simple_loss=0.2917, pruned_loss=0.06338, over 12379.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2988, pruned_loss=0.06556, over 2472392.03 frames. utt_duration=657.5 frames, utt_pad_proportion=0.05087, over 15074.48 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.06583, over 2467471.08 frames. utt_duration=1246 frames, utt_pad_proportion=0.06241, over 7933.62 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2999, pruned_loss=0.06558, over 2473167.70 frames. utt_duration=613.8 frames, utt_pad_proportion=0.05232, over 16155.60 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 05:13:22,518 INFO [train.py:927] (4/8) Epoch 13, batch 22250, giga_loss[loss=0.2, simple_loss=0.28, pruned_loss=0.06004, over 12450.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2974, pruned_loss=0.06484, over 2472124.08 frames. utt_duration=658 frames, utt_pad_proportion=0.04863, over 15061.88 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2917, pruned_loss=0.06554, over 2467006.95 frames. utt_duration=1253 frames, utt_pad_proportion=0.06112, over 7884.19 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2989, pruned_loss=0.0651, over 2473279.13 frames. utt_duration=613.5 frames, utt_pad_proportion=0.05037, over 16165.39 utterances.], batch size: 86, lr: 2.92e-04
2022-08-29 05:15:10,252 INFO [train.py:927] (4/8) Epoch 13, batch 22300, giga_loss[loss=0.2086, simple_loss=0.2849, pruned_loss=0.06615, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05005, over 34.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2953, pruned_loss=0.06393, over 2471345.72 frames. utt_duration=673.7 frames, utt_pad_proportion=0.04929, over 14706.50 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2922, pruned_loss=0.06571, over 2466907.26 frames. utt_duration=1238 frames, utt_pad_proportion=0.06505, over 7980.15 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2962, pruned_loss=0.06395, over 2472478.82 frames. utt_duration=631.6 frames, utt_pad_proportion=0.04864, over 15695.64 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 05:16:49,963 INFO [train.py:927] (4/8) Epoch 13, batch 22350, giga_loss[loss=0.1716, simple_loss=0.2615, pruned_loss=0.04088, over 12386.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03003, over 58.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2925, pruned_loss=0.06274, over 2471022.35 frames. utt_duration=665.3 frames, utt_pad_proportion=0.05137, over 14890.32 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2919, pruned_loss=0.0655, over 2466654.14 frames. utt_duration=1238 frames, utt_pad_proportion=0.0643, over 7977.75 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2934, pruned_loss=0.06288, over 2472257.61 frames. utt_duration=624.7 frames, utt_pad_proportion=0.0509, over 15869.40 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 05:18:35,452 INFO [train.py:927] (4/8) Epoch 13, batch 22400, giga_loss[loss=0.1903, simple_loss=0.2703, pruned_loss=0.05513, over 12345.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2894, pruned_loss=0.06185, over 2471541.86 frames. utt_duration=629 frames, utt_pad_proportion=0.05706, over 15754.99 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2918, pruned_loss=0.06554, over 2466664.83 frames. utt_duration=1240 frames, utt_pad_proportion=0.06383, over 7964.00 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2902, pruned_loss=0.0619, over 2472558.74 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05659, over 16600.76 utterances.], batch size: 97, lr: 2.92e-04
2022-08-29 05:20:17,822 INFO [train.py:927] (4/8) Epoch 13, batch 22450, libri_loss[loss=0.1908, simple_loss=0.2716, pruned_loss=0.055, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.00678, over 31.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06092, over 2471700.38 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05785, over 15943.08 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2916, pruned_loss=0.06535, over 2466757.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.06321, over 7953.25 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2874, pruned_loss=0.061, over 2472566.60 frames. utt_duration=588.8 frames, utt_pad_proportion=0.0576, over 16839.07 utterances.], batch size: 31, lr: 2.92e-04
2022-08-29 05:21:56,659 INFO [train.py:927] (4/8) Epoch 13, batch 22500, giga_loss[loss=0.175, simple_loss=0.266, pruned_loss=0.04198, over 12439.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03197, over 75.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2867, pruned_loss=0.0602, over 2470808.34 frames. utt_duration=597.9 frames, utt_pad_proportion=0.0627, over 16571.76 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2909, pruned_loss=0.06506, over 2466250.30 frames. utt_duration=1246 frames, utt_pad_proportion=0.0622, over 7924.79 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2877, pruned_loss=0.06039, over 2472113.69 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06264, over 17536.28 utterances.], batch size: 75, lr: 2.92e-04
2022-08-29 05:23:37,441 INFO [train.py:927] (4/8) Epoch 13, batch 22550, giga_loss[loss=0.2887, simple_loss=0.3518, pruned_loss=0.1128, over 12396.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2888, pruned_loss=0.06072, over 2471619.25 frames. utt_duration=571.4 frames, utt_pad_proportion=0.0626, over 17348.45 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2912, pruned_loss=0.06521, over 2466446.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06523, over 7988.59 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2894, pruned_loss=0.06065, over 2472603.75 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06148, over 18263.12 utterances.], batch size: 259, lr: 2.92e-04
2022-08-29 05:25:17,354 INFO [train.py:927] (4/8) Epoch 13, batch 22600, giga_loss[loss=0.1766, simple_loss=0.2701, pruned_loss=0.04155, over 12460.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03485, over 86.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2885, pruned_loss=0.05956, over 2472523.85 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06614, over 18362.50 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2914, pruned_loss=0.06529, over 2466415.91 frames. utt_duration=1238 frames, utt_pad_proportion=0.06446, over 7976.84 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2887, pruned_loss=0.05937, over 2473393.05 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06542, over 19221.24 utterances.], batch size: 86, lr: 2.92e-04
2022-08-29 05:26:58,326 INFO [train.py:927] (4/8) Epoch 13, batch 22650, giga_loss[loss=0.2305, simple_loss=0.3165, pruned_loss=0.07226, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0373, over 123.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.288, pruned_loss=0.05892, over 2472526.91 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06307, over 17756.81 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2915, pruned_loss=0.06526, over 2466264.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06299, over 7949.96 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.288, pruned_loss=0.05863, over 2473541.79 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06315, over 18742.77 utterances.], batch size: 123, lr: 2.92e-04
2022-08-29 05:28:39,413 INFO [train.py:927] (4/8) Epoch 13, batch 22700, giga_loss[loss=0.2103, simple_loss=0.2916, pruned_loss=0.06451, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03039, over 48.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.289, pruned_loss=0.05963, over 2471883.50 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06148, over 17265.68 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2911, pruned_loss=0.06524, over 2465937.67 frames. utt_duration=1252 frames, utt_pad_proportion=0.06113, over 7890.59 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2892, pruned_loss=0.05915, over 2473273.88 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06239, over 18520.48 utterances.], batch size: 48, lr: 2.92e-04
2022-08-29 05:30:20,663 INFO [train.py:927] (4/8) Epoch 13, batch 22750, giga_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.05996, over 12380.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2916, pruned_loss=0.06083, over 2471664.74 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06192, over 17063.31 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2912, pruned_loss=0.06523, over 2465906.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.06068, over 7907.41 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2916, pruned_loss=0.06034, over 2472931.84 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06278, over 18256.63 utterances.], batch size: 161, lr: 2.92e-04
2022-08-29 05:32:02,025 INFO [train.py:927] (4/8) Epoch 13, batch 22800, giga_loss[loss=0.2088, simple_loss=0.298, pruned_loss=0.05982, over 12455.00 frames. utt_duration=543 frames, utt_pad_proportion=0.03201, over 92.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2923, pruned_loss=0.06065, over 2472460.06 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05916, over 16893.46 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2912, pruned_loss=0.06522, over 2466059.29 frames. utt_duration=1249 frames, utt_pad_proportion=0.06034, over 7906.37 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2923, pruned_loss=0.06023, over 2473371.89 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06013, over 17919.27 utterances.], batch size: 92, lr: 2.92e-04
2022-08-29 05:33:42,752 INFO [train.py:927] (4/8) Epoch 13, batch 22850, giga_loss[loss=0.2079, simple_loss=0.2948, pruned_loss=0.06051, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03281, over 105.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2928, pruned_loss=0.06084, over 2472510.26 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05452, over 16433.02 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2913, pruned_loss=0.06516, over 2466151.85 frames. utt_duration=1251 frames, utt_pad_proportion=0.05916, over 7893.84 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2929, pruned_loss=0.06046, over 2473292.08 frames. utt_duration=568.5 frames, utt_pad_proportion=0.056, over 17447.49 utterances.], batch size: 105, lr: 2.92e-04
2022-08-29 05:35:23,575 INFO [train.py:927] (4/8) Epoch 13, batch 22900, giga_loss[loss=0.2121, simple_loss=0.3079, pruned_loss=0.05814, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05108, over 161.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2911, pruned_loss=0.06015, over 2473212.73 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05393, over 16224.64 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.291, pruned_loss=0.065, over 2465776.35 frames. utt_duration=1256 frames, utt_pad_proportion=0.05805, over 7864.06 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2914, pruned_loss=0.05984, over 2474427.54 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05559, over 17343.79 utterances.], batch size: 161, lr: 2.92e-04
2022-08-29 05:37:04,121 INFO [train.py:927] (4/8) Epoch 13, batch 22950, giga_loss[loss=0.2047, simple_loss=0.2873, pruned_loss=0.06105, over 12391.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03583, over 80.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2897, pruned_loss=0.05966, over 2472887.89 frames. utt_duration=618.3 frames, utt_pad_proportion=0.05505, over 16037.24 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2909, pruned_loss=0.06501, over 2466173.05 frames. utt_duration=1251 frames, utt_pad_proportion=0.06011, over 7893.43 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.29, pruned_loss=0.05916, over 2473865.42 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05525, over 17291.48 utterances.], batch size: 80, lr: 2.92e-04
2022-08-29 05:38:45,111 INFO [train.py:927] (4/8) Epoch 13, batch 23000, libri_loss[loss=0.1887, simple_loss=0.2551, pruned_loss=0.06115, over 12392.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008573, over 30.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.29, pruned_loss=0.05893, over 2472946.66 frames. utt_duration=623.5 frames, utt_pad_proportion=0.05163, over 15903.34 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2906, pruned_loss=0.06488, over 2465990.36 frames. utt_duration=1254 frames, utt_pad_proportion=0.05897, over 7874.49 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2905, pruned_loss=0.05844, over 2474150.16 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05243, over 17236.66 utterances.], batch size: 30, lr: 2.92e-04
2022-08-29 05:40:24,891 INFO [train.py:927] (4/8) Epoch 13, batch 23050, giga_loss[loss=0.1952, simple_loss=0.2679, pruned_loss=0.06126, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0309, over 42.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.289, pruned_loss=0.05886, over 2473268.63 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05004, over 16194.99 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2904, pruned_loss=0.06494, over 2466121.77 frames. utt_duration=1259 frames, utt_pad_proportion=0.05791, over 7844.85 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2896, pruned_loss=0.0583, over 2474279.74 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05113, over 17469.07 utterances.], batch size: 42, lr: 2.92e-04
2022-08-29 05:42:04,283 INFO [train.py:927] (4/8) Epoch 13, batch 23100, giga_loss[loss=0.1953, simple_loss=0.2807, pruned_loss=0.05497, over 12443.00 frames. utt_duration=542.6 frames, utt_pad_proportion=0.03272, over 92.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2876, pruned_loss=0.05901, over 2474048.53 frames. utt_duration=604.1 frames, utt_pad_proportion=0.04856, over 16423.32 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2905, pruned_loss=0.06496, over 2466179.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05711, over 7834.13 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.288, pruned_loss=0.05844, over 2474917.38 frames. utt_duration=564.3 frames, utt_pad_proportion=0.04977, over 17591.41 utterances.], batch size: 92, lr: 2.92e-04
2022-08-29 05:43:45,013 INFO [train.py:927] (4/8) Epoch 13, batch 23150, giga_loss[loss=0.1983, simple_loss=0.2866, pruned_loss=0.05503, over 12362.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03113, over 85.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.286, pruned_loss=0.05894, over 2473827.88 frames. utt_duration=585 frames, utt_pad_proportion=0.05025, over 16959.30 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2907, pruned_loss=0.06503, over 2466163.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05688, over 7830.96 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2861, pruned_loss=0.05841, over 2474558.53 frames. utt_duration=554 frames, utt_pad_proportion=0.05117, over 17915.95 utterances.], batch size: 85, lr: 2.92e-04
2022-08-29 05:45:28,191 INFO [train.py:927] (4/8) Epoch 13, batch 23200, giga_loss[loss=0.1788, simple_loss=0.2666, pruned_loss=0.04551, over 12171.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03495, over 39.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2824, pruned_loss=0.05754, over 2473245.64 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05065, over 16414.75 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2909, pruned_loss=0.06498, over 2466073.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.056, over 7810.52 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2821, pruned_loss=0.05705, over 2474032.60 frames. utt_duration=572 frames, utt_pad_proportion=0.05168, over 17345.63 utterances.], batch size: 39, lr: 2.92e-04
2022-08-29 05:47:08,262 INFO [train.py:927] (4/8) Epoch 13, batch 23250, giga_loss[loss=0.1946, simple_loss=0.2743, pruned_loss=0.05743, over 12201.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03101, over 42.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2812, pruned_loss=0.0575, over 2473398.82 frames. utt_duration=615.3 frames, utt_pad_proportion=0.04849, over 16119.60 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2908, pruned_loss=0.06506, over 2465579.59 frames. utt_duration=1269 frames, utt_pad_proportion=0.0552, over 7783.55 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.281, pruned_loss=0.05692, over 2474563.44 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0497, over 17028.41 utterances.], batch size: 42, lr: 2.92e-04
2022-08-29 05:48:51,157 INFO [train.py:927] (4/8) Epoch 13, batch 23300, giga_loss[loss=0.2337, simple_loss=0.3247, pruned_loss=0.07135, over 12395.00 frames. utt_duration=343.5 frames, utt_pad_proportion=0.03771, over 145.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2841, pruned_loss=0.05847, over 2473303.31 frames. utt_duration=588.3 frames, utt_pad_proportion=0.05028, over 16859.42 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2907, pruned_loss=0.06501, over 2465517.69 frames. utt_duration=1269 frames, utt_pad_proportion=0.05498, over 7781.63 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.284, pruned_loss=0.05803, over 2474304.61 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05121, over 17611.51 utterances.], batch size: 145, lr: 2.91e-04
2022-08-29 05:50:32,516 INFO [train.py:927] (4/8) Epoch 13, batch 23350, giga_loss[loss=0.2203, simple_loss=0.3051, pruned_loss=0.06771, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02785, over 70.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2872, pruned_loss=0.05975, over 2473318.33 frames. utt_duration=575.6 frames, utt_pad_proportion=0.051, over 17232.51 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2902, pruned_loss=0.06466, over 2465747.70 frames. utt_duration=1272 frames, utt_pad_proportion=0.05431, over 7762.47 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2874, pruned_loss=0.05948, over 2474202.42 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05188, over 18187.68 utterances.], batch size: 70, lr: 2.91e-04
2022-08-29 05:52:17,625 INFO [train.py:927] (4/8) Epoch 13, batch 23400, giga_loss[loss=0.2338, simple_loss=0.3147, pruned_loss=0.07642, over 12238.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03883, over 28.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2914, pruned_loss=0.06223, over 2474081.31 frames. utt_duration=577 frames, utt_pad_proportion=0.05412, over 17196.82 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2906, pruned_loss=0.06483, over 2465995.02 frames. utt_duration=1257 frames, utt_pad_proportion=0.05887, over 7857.16 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2911, pruned_loss=0.06184, over 2474662.64 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05301, over 18000.38 utterances.], batch size: 28, lr: 2.91e-04
2022-08-29 05:54:03,826 INFO [train.py:927] (4/8) Epoch 13, batch 23450, giga_loss[loss=0.2694, simple_loss=0.3362, pruned_loss=0.1013, over 12354.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02913, over 91.00 utterances.], tot_loss[loss=0.214, simple_loss=0.297, pruned_loss=0.06551, over 2474002.70 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05631, over 17259.18 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2911, pruned_loss=0.06512, over 2466241.10 frames. utt_duration=1244 frames, utt_pad_proportion=0.06218, over 7940.15 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2964, pruned_loss=0.06493, over 2474411.54 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05414, over 18035.07 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 05:55:45,868 INFO [train.py:927] (4/8) Epoch 13, batch 23500, giga_loss[loss=0.2358, simple_loss=0.321, pruned_loss=0.07535, over 12312.00 frames. utt_duration=850.6 frames, utt_pad_proportion=0.03454, over 58.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3032, pruned_loss=0.0705, over 2473786.17 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06327, over 18695.47 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2905, pruned_loss=0.06503, over 2466288.61 frames. utt_duration=1251 frames, utt_pad_proportion=0.0611, over 7898.05 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3036, pruned_loss=0.07024, over 2474262.51 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06186, over 19603.55 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 05:57:32,782 INFO [train.py:927] (4/8) Epoch 13, batch 23550, giga_loss[loss=0.2692, simple_loss=0.3404, pruned_loss=0.09899, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03333, over 122.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3075, pruned_loss=0.07316, over 2473765.91 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06449, over 18222.07 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2905, pruned_loss=0.06495, over 2465841.37 frames. utt_duration=1257 frames, utt_pad_proportion=0.05956, over 7859.20 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3083, pruned_loss=0.07325, over 2474800.18 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06391, over 19325.97 utterances.], batch size: 122, lr: 2.91e-04
2022-08-29 05:59:18,991 INFO [train.py:927] (4/8) Epoch 13, batch 23600, giga_loss[loss=0.3717, simple_loss=0.404, pruned_loss=0.1697, over 12381.00 frames. utt_duration=191.2 frames, utt_pad_proportion=0.1146, over 261.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3105, pruned_loss=0.07652, over 2473827.26 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06349, over 18605.15 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2898, pruned_loss=0.06463, over 2465922.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05766, over 7811.41 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3126, pruned_loss=0.0773, over 2474919.82 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06383, over 19986.50 utterances.], batch size: 261, lr: 2.91e-04
2022-08-29 06:01:03,290 INFO [train.py:927] (4/8) Epoch 13, batch 23650, giga_loss[loss=0.3381, simple_loss=0.3751, pruned_loss=0.1505, over 12349.00 frames. utt_duration=132.7 frames, utt_pad_proportion=0.2194, over 376.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3164, pruned_loss=0.08168, over 2474409.97 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06545, over 19984.43 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2899, pruned_loss=0.06457, over 2466093.56 frames. utt_duration=1270 frames, utt_pad_proportion=0.05636, over 7779.46 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3186, pruned_loss=0.08274, over 2475360.37 frames. utt_duration=463.7 frames, utt_pad_proportion=0.06604, over 21423.83 utterances.], batch size: 376, lr: 2.91e-04
2022-08-29 06:02:53,661 INFO [train.py:927] (4/8) Epoch 13, batch 23700, giga_loss[loss=0.2745, simple_loss=0.3393, pruned_loss=0.1048, over 12440.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05102, over 162.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3206, pruned_loss=0.08535, over 2474839.63 frames. utt_duration=470.1 frames, utt_pad_proportion=0.06892, over 21123.95 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2901, pruned_loss=0.06471, over 2466075.51 frames. utt_duration=1257 frames, utt_pad_proportion=0.05995, over 7854.82 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3227, pruned_loss=0.0864, over 2475768.28 frames. utt_duration=443 frames, utt_pad_proportion=0.06807, over 22427.98 utterances.], batch size: 162, lr: 2.91e-04
2022-08-29 06:04:38,306 INFO [train.py:927] (4/8) Epoch 13, batch 23750, giga_loss[loss=0.2215, simple_loss=0.3021, pruned_loss=0.07044, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02627, over 48.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3197, pruned_loss=0.08503, over 2475505.46 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07127, over 20945.90 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2902, pruned_loss=0.06477, over 2466087.34 frames. utt_duration=1257 frames, utt_pad_proportion=0.05962, over 7857.35 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3219, pruned_loss=0.08627, over 2476447.69 frames. utt_duration=446 frames, utt_pad_proportion=0.07069, over 22285.62 utterances.], batch size: 48, lr: 2.91e-04
2022-08-29 06:06:23,434 INFO [train.py:927] (4/8) Epoch 13, batch 23800, giga_loss[loss=0.2204, simple_loss=0.2986, pruned_loss=0.07111, over 12322.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02815, over 74.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3203, pruned_loss=0.08492, over 2475157.72 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07598, over 21401.82 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2902, pruned_loss=0.06468, over 2466126.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05858, over 7864.97 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3231, pruned_loss=0.08666, over 2476181.78 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07581, over 22912.76 utterances.], batch size: 74, lr: 2.91e-04
2022-08-29 06:08:07,781 INFO [train.py:927] (4/8) Epoch 13, batch 23850, giga_loss[loss=0.2956, simple_loss=0.3469, pruned_loss=0.1222, over 12347.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1817, over 361.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3209, pruned_loss=0.0852, over 2474603.05 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07816, over 22082.48 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2904, pruned_loss=0.06475, over 2466032.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05761, over 7869.47 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3239, pruned_loss=0.08724, over 2475798.80 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07843, over 23762.22 utterances.], batch size: 361, lr: 2.91e-04
2022-08-29 06:09:57,888 INFO [train.py:927] (4/8) Epoch 13, batch 23900, giga_loss[loss=0.3006, simple_loss=0.3543, pruned_loss=0.1235, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3209, pruned_loss=0.08394, over 2473921.79 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07904, over 22658.31 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2906, pruned_loss=0.06476, over 2466141.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.05684, over 7866.09 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3237, pruned_loss=0.0859, over 2474926.53 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07951, over 24246.97 utterances.], batch size: 259, lr: 2.91e-04
2022-08-29 06:11:42,477 INFO [train.py:927] (4/8) Epoch 13, batch 23950, giga_loss[loss=0.2199, simple_loss=0.3, pruned_loss=0.06985, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04033, over 113.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3182, pruned_loss=0.08188, over 2474197.29 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07769, over 22416.90 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06499, over 2466359.95 frames. utt_duration=1255 frames, utt_pad_proportion=0.05606, over 7871.68 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3205, pruned_loss=0.08356, over 2474949.15 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07852, over 23935.25 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:13:28,580 INFO [train.py:927] (4/8) Epoch 13, batch 24000, libri_loss[loss=0.2398, simple_loss=0.3214, pruned_loss=0.07911, over 12447.00 frames. utt_duration=755.9 frames, utt_pad_proportion=0.1271, over 66.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3169, pruned_loss=0.08045, over 2475170.22 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07311, over 21718.11 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2913, pruned_loss=0.06507, over 2466633.43 frames. utt_duration=1251 frames, utt_pad_proportion=0.05612, over 7894.22 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.319, pruned_loss=0.082, over 2475662.97 frames. utt_duration=429 frames, utt_pad_proportion=0.07416, over 23163.28 utterances.], batch size: 66, lr: 2.91e-04
2022-08-29 06:13:28,581 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 06:13:42,325 INFO [train.py:967] (4/8) 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 06:15:35,437 INFO [train.py:927] (4/8) Epoch 13, batch 24050, libri_loss[loss=0.1787, simple_loss=0.2651, pruned_loss=0.04614, over 12322.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.0376, over 27.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3165, pruned_loss=0.07929, over 2475157.92 frames. utt_duration=458 frames, utt_pad_proportion=0.06909, over 21684.80 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2914, pruned_loss=0.06505, over 2466578.63 frames. utt_duration=1251 frames, utt_pad_proportion=0.05654, over 7898.59 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3185, pruned_loss=0.08075, over 2475733.82 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07007, over 23025.10 utterances.], batch size: 27, lr: 2.91e-04
2022-08-29 06:17:19,841 INFO [train.py:927] (4/8) Epoch 13, batch 24100, giga_loss[loss=0.2316, simple_loss=0.3224, pruned_loss=0.07038, over 12419.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03354, over 80.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3161, pruned_loss=0.07772, over 2475046.81 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06835, over 21188.20 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2906, pruned_loss=0.06478, over 2466323.87 frames. utt_duration=1257 frames, utt_pad_proportion=0.05582, over 7858.91 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3189, pruned_loss=0.07939, over 2475897.25 frames. utt_duration=440.7 frames, utt_pad_proportion=0.0695, over 22544.60 utterances.], batch size: 80, lr: 2.91e-04
2022-08-29 06:19:02,122 INFO [train.py:927] (4/8) Epoch 13, batch 24150, giga_loss[loss=0.1991, simple_loss=0.289, pruned_loss=0.05466, over 12335.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0311, over 70.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3147, pruned_loss=0.07665, over 2474914.46 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06742, over 20285.43 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2908, pruned_loss=0.06487, over 2466329.02 frames. utt_duration=1247 frames, utt_pad_proportion=0.05955, over 7918.22 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3174, pruned_loss=0.07824, over 2475812.58 frames. utt_duration=458.5 frames, utt_pad_proportion=0.06744, over 21665.51 utterances.], batch size: 70, lr: 2.91e-04
2022-08-29 06:20:48,997 INFO [train.py:927] (4/8) Epoch 13, batch 24200, giga_loss[loss=0.2639, simple_loss=0.3378, pruned_loss=0.09502, over 12356.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02851, over 85.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3116, pruned_loss=0.07594, over 2474754.17 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06463, over 19288.46 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2898, pruned_loss=0.06438, over 2466197.22 frames. utt_duration=1257 frames, utt_pad_proportion=0.05758, over 7854.64 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3158, pruned_loss=0.07822, over 2475997.08 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06566, over 21025.36 utterances.], batch size: 85, lr: 2.91e-04
2022-08-29 06:22:34,678 INFO [train.py:927] (4/8) Epoch 13, batch 24250, giga_loss[loss=0.1941, simple_loss=0.291, pruned_loss=0.04865, over 12343.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3112, pruned_loss=0.07548, over 2475102.34 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06493, over 19024.59 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2902, pruned_loss=0.06482, over 2466158.32 frames. utt_duration=1247 frames, utt_pad_proportion=0.06131, over 7920.33 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3145, pruned_loss=0.07709, over 2476246.68 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06445, over 20540.67 utterances.], batch size: 97, lr: 2.91e-04
2022-08-29 06:24:19,977 INFO [train.py:927] (4/8) Epoch 13, batch 24300, giga_loss[loss=0.2204, simple_loss=0.3089, pruned_loss=0.06595, over 12339.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3119, pruned_loss=0.07487, over 2474862.96 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06392, over 19075.43 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2903, pruned_loss=0.0648, over 2466115.24 frames. utt_duration=1245 frames, utt_pad_proportion=0.06139, over 7935.60 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3146, pruned_loss=0.07627, over 2475911.96 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06356, over 20400.33 utterances.], batch size: 62, lr: 2.91e-04
2022-08-29 06:26:02,942 INFO [train.py:927] (4/8) Epoch 13, batch 24350, giga_loss[loss=0.2323, simple_loss=0.3119, pruned_loss=0.07632, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03991, over 133.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3093, pruned_loss=0.07369, over 2475356.94 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06584, over 19227.05 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.29, pruned_loss=0.06454, over 2466652.60 frames. utt_duration=1250 frames, utt_pad_proportion=0.06001, over 7904.86 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3123, pruned_loss=0.07533, over 2475940.66 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06597, over 20634.40 utterances.], batch size: 133, lr: 2.91e-04
2022-08-29 06:27:45,733 INFO [train.py:927] (4/8) Epoch 13, batch 24400, libri_loss[loss=0.1825, simple_loss=0.2635, pruned_loss=0.05079, over 12277.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006468, over 32.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3073, pruned_loss=0.07342, over 2474952.26 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06694, over 19119.04 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.06414, over 2466752.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.05943, over 7896.91 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3108, pruned_loss=0.07536, over 2475553.74 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06725, over 20566.96 utterances.], batch size: 32, lr: 2.91e-04
2022-08-29 06:29:31,726 INFO [train.py:927] (4/8) Epoch 13, batch 24450, giga_loss[loss=0.2032, simple_loss=0.2851, pruned_loss=0.06062, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04335, over 31.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3057, pruned_loss=0.07329, over 2474824.34 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07255, over 19321.47 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06409, over 2466657.65 frames. utt_duration=1252 frames, utt_pad_proportion=0.05857, over 7891.66 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3088, pruned_loss=0.0751, over 2475603.26 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07283, over 20741.90 utterances.], batch size: 31, lr: 2.91e-04
2022-08-29 06:31:17,309 INFO [train.py:927] (4/8) Epoch 13, batch 24500, giga_loss[loss=0.2088, simple_loss=0.2984, pruned_loss=0.05965, over 12419.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02682, over 62.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3061, pruned_loss=0.07381, over 2474933.81 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07185, over 19486.15 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06407, over 2466798.46 frames. utt_duration=1254 frames, utt_pad_proportion=0.05813, over 7877.78 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3087, pruned_loss=0.07534, over 2475497.70 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07231, over 20723.01 utterances.], batch size: 62, lr: 2.91e-04
2022-08-29 06:32:59,251 INFO [train.py:927] (4/8) Epoch 13, batch 24550, giga_loss[loss=0.2139, simple_loss=0.3028, pruned_loss=0.06251, over 12274.00 frames. utt_duration=847.8 frames, utt_pad_proportion=0.03878, over 58.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3068, pruned_loss=0.07354, over 2474598.35 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07126, over 19527.00 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2896, pruned_loss=0.06406, over 2466889.26 frames. utt_duration=1256 frames, utt_pad_proportion=0.05727, over 7863.08 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3092, pruned_loss=0.07497, over 2475146.45 frames. utt_duration=477.9 frames, utt_pad_proportion=0.072, over 20780.46 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:34:45,502 INFO [train.py:927] (4/8) Epoch 13, batch 24600, giga_loss[loss=0.2214, simple_loss=0.3038, pruned_loss=0.06951, over 12359.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0349, over 104.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3064, pruned_loss=0.07313, over 2473741.82 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06834, over 18814.34 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2898, pruned_loss=0.06427, over 2466868.97 frames. utt_duration=1254 frames, utt_pad_proportion=0.05682, over 7877.25 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3086, pruned_loss=0.07432, over 2474376.28 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06943, over 20110.79 utterances.], batch size: 104, lr: 2.91e-04
2022-08-29 06:36:31,012 INFO [train.py:927] (4/8) Epoch 13, batch 24650, libri_loss[loss=0.2195, simple_loss=0.299, pruned_loss=0.07002, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01328, over 40.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3078, pruned_loss=0.07448, over 2474815.74 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06872, over 19159.95 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2898, pruned_loss=0.06426, over 2467402.61 frames. utt_duration=1256 frames, utt_pad_proportion=0.05573, over 7865.39 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3099, pruned_loss=0.07565, over 2475013.24 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07001, over 20448.92 utterances.], batch size: 40, lr: 2.91e-04
2022-08-29 06:38:13,183 INFO [train.py:927] (4/8) Epoch 13, batch 24700, giga_loss[loss=0.2529, simple_loss=0.3253, pruned_loss=0.09021, over 12428.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05438, over 162.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3089, pruned_loss=0.07643, over 2474367.44 frames. utt_duration=489.5 frames, utt_pad_proportion=0.0769, over 20278.18 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2893, pruned_loss=0.06402, over 2467180.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05486, over 7826.14 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3114, pruned_loss=0.07783, over 2474898.70 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07783, over 21617.51 utterances.], batch size: 162, lr: 2.91e-04
2022-08-29 06:39:56,514 INFO [train.py:927] (4/8) Epoch 13, batch 24750, giga_loss[loss=0.2304, simple_loss=0.31, pruned_loss=0.07538, over 12413.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3104, pruned_loss=0.07726, over 2474257.51 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07893, over 20840.04 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2895, pruned_loss=0.06415, over 2467348.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05455, over 7832.85 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3124, pruned_loss=0.07836, over 2474588.58 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07972, over 21998.19 utterances.], batch size: 133, lr: 2.91e-04
2022-08-29 06:41:38,029 INFO [train.py:927] (4/8) Epoch 13, batch 24800, giga_loss[loss=0.237, simple_loss=0.3121, pruned_loss=0.08096, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03682, over 105.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3105, pruned_loss=0.07637, over 2474430.83 frames. utt_duration=477 frames, utt_pad_proportion=0.07611, over 20815.50 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2899, pruned_loss=0.06425, over 2467551.21 frames. utt_duration=1263 frames, utt_pad_proportion=0.05411, over 7824.54 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3119, pruned_loss=0.07726, over 2474581.18 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07707, over 21842.63 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 06:43:22,674 INFO [train.py:927] (4/8) Epoch 13, batch 24850, giga_loss[loss=0.2242, simple_loss=0.305, pruned_loss=0.07166, over 12380.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3081, pruned_loss=0.07543, over 2474254.98 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07293, over 20239.62 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2897, pruned_loss=0.0642, over 2467354.87 frames. utt_duration=1265 frames, utt_pad_proportion=0.05352, over 7811.10 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3101, pruned_loss=0.07665, over 2474843.37 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07438, over 21613.15 utterances.], batch size: 97, lr: 2.91e-04
2022-08-29 06:45:06,105 INFO [train.py:927] (4/8) Epoch 13, batch 24900, giga_loss[loss=0.2376, simple_loss=0.32, pruned_loss=0.07759, over 12422.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03902, over 105.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3082, pruned_loss=0.07524, over 2474379.44 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07341, over 20292.22 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2897, pruned_loss=0.06415, over 2467346.13 frames. utt_duration=1266 frames, utt_pad_proportion=0.05317, over 7807.97 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.31, pruned_loss=0.07636, over 2474919.95 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07472, over 21491.77 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 06:46:53,508 INFO [train.py:927] (4/8) Epoch 13, batch 24950, giga_loss[loss=0.2132, simple_loss=0.3015, pruned_loss=0.06244, over 12401.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02874, over 58.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3112, pruned_loss=0.07481, over 2473797.79 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06811, over 20019.42 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2897, pruned_loss=0.06413, over 2467184.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.052, over 7777.11 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3132, pruned_loss=0.07603, over 2474539.44 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06998, over 21336.92 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:48:36,357 INFO [train.py:927] (4/8) Epoch 13, batch 25000, giga_loss[loss=0.1899, simple_loss=0.2782, pruned_loss=0.05081, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3123, pruned_loss=0.07562, over 2473648.68 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07001, over 19849.73 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2902, pruned_loss=0.0645, over 2467179.58 frames. utt_duration=1252 frames, utt_pad_proportion=0.05737, over 7891.49 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3143, pruned_loss=0.07668, over 2474503.02 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06987, over 21299.35 utterances.], batch size: 70, lr: 2.91e-04
2022-08-29 06:50:22,929 INFO [train.py:927] (4/8) Epoch 13, batch 25050, giga_loss[loss=0.2726, simple_loss=0.3347, pruned_loss=0.1053, over 12357.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3138, pruned_loss=0.07752, over 2473457.79 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07897, over 20509.97 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2901, pruned_loss=0.06444, over 2467099.85 frames. utt_duration=1252 frames, utt_pad_proportion=0.05702, over 7890.61 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3157, pruned_loss=0.07854, over 2474272.82 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07855, over 21770.27 utterances.], batch size: 371, lr: 2.91e-04
2022-08-29 06:52:07,978 INFO [train.py:927] (4/8) Epoch 13, batch 25100, giga_loss[loss=0.1871, simple_loss=0.2655, pruned_loss=0.05432, over 12359.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04462, over 26.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.312, pruned_loss=0.0775, over 2473595.87 frames. utt_duration=484.6 frames, utt_pad_proportion=0.08011, over 20480.69 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2895, pruned_loss=0.06431, over 2466919.20 frames. utt_duration=1258 frames, utt_pad_proportion=0.0564, over 7854.12 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3144, pruned_loss=0.07866, over 2474501.59 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08004, over 21737.77 utterances.], batch size: 26, lr: 2.91e-04
2022-08-29 06:53:53,613 INFO [train.py:927] (4/8) Epoch 13, batch 25150, giga_loss[loss=0.2526, simple_loss=0.3284, pruned_loss=0.0884, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03644, over 105.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3108, pruned_loss=0.07721, over 2473980.09 frames. utt_duration=502 frames, utt_pad_proportion=0.07643, over 19768.66 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2896, pruned_loss=0.06439, over 2467272.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05568, over 7840.16 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3131, pruned_loss=0.0783, over 2474489.01 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07696, over 21017.74 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 06:55:36,554 INFO [train.py:927] (4/8) Epoch 13, batch 25200, giga_loss[loss=0.207, simple_loss=0.2818, pruned_loss=0.06608, over 12281.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02663, over 54.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07704, over 2475105.49 frames. utt_duration=502 frames, utt_pad_proportion=0.07431, over 19778.92 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2902, pruned_loss=0.06432, over 2467602.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05515, over 7830.22 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3127, pruned_loss=0.07826, over 2475377.34 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07518, over 21045.74 utterances.], batch size: 54, lr: 2.91e-04
2022-08-29 06:57:21,136 INFO [train.py:927] (4/8) Epoch 13, batch 25250, giga_loss[loss=0.2263, simple_loss=0.312, pruned_loss=0.07026, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3091, pruned_loss=0.07637, over 2474657.93 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07175, over 19135.74 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2902, pruned_loss=0.06443, over 2467596.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05503, over 7853.63 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3113, pruned_loss=0.07775, over 2475175.02 frames. utt_duration=482 frames, utt_pad_proportion=0.07293, over 20602.01 utterances.], batch size: 80, lr: 2.91e-04
2022-08-29 06:59:05,076 INFO [train.py:927] (4/8) Epoch 13, batch 25300, giga_loss[loss=0.2342, simple_loss=0.3233, pruned_loss=0.07256, over 12367.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03134, over 97.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3098, pruned_loss=0.07636, over 2474715.57 frames. utt_duration=515.3 frames, utt_pad_proportion=0.07109, over 19263.63 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2897, pruned_loss=0.06405, over 2468069.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05405, over 7820.63 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3124, pruned_loss=0.07807, over 2474858.75 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07254, over 20721.47 utterances.], batch size: 97, lr: 2.91e-04
2022-08-29 07:00:52,483 INFO [train.py:927] (4/8) Epoch 13, batch 25350, giga_loss[loss=0.2126, simple_loss=0.3035, pruned_loss=0.06087, over 12365.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03626, over 122.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3103, pruned_loss=0.07651, over 2474776.40 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07724, over 19948.75 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2897, pruned_loss=0.06405, over 2468069.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05405, over 7820.63 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07784, over 2474887.84 frames. utt_duration=471 frames, utt_pad_proportion=0.07802, over 21083.40 utterances.], batch size: 122, lr: 2.91e-04
2022-08-29 07:02:37,079 INFO [train.py:927] (4/8) Epoch 13, batch 25400, giga_loss[loss=0.3627, simple_loss=0.3932, pruned_loss=0.1661, over 12362.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3126, pruned_loss=0.07602, over 2474149.72 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07765, over 19643.16 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.0638, over 2468197.59 frames. utt_duration=1268 frames, utt_pad_proportion=0.05304, over 7795.40 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3152, pruned_loss=0.0776, over 2474284.66 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07876, over 20853.32 utterances.], batch size: 370, lr: 2.91e-04
2022-08-29 07:04:21,357 INFO [train.py:927] (4/8) Epoch 13, batch 25450, giga_loss[loss=0.2527, simple_loss=0.315, pruned_loss=0.09522, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04022, over 31.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.315, pruned_loss=0.07801, over 2474838.69 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07871, over 20185.45 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06365, over 2468322.14 frames. utt_duration=1271 frames, utt_pad_proportion=0.05256, over 7774.60 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3176, pruned_loss=0.07955, over 2474918.44 frames. utt_duration=465.8 frames, utt_pad_proportion=0.0798, over 21319.14 utterances.], batch size: 31, lr: 2.91e-04
2022-08-29 07:06:05,663 INFO [train.py:927] (4/8) Epoch 13, batch 25500, giga_loss[loss=0.2044, simple_loss=0.2972, pruned_loss=0.05574, over 12315.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3155, pruned_loss=0.07884, over 2474500.43 frames. utt_duration=499 frames, utt_pad_proportion=0.07501, over 19893.74 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06346, over 2468067.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05168, over 7747.18 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3187, pruned_loss=0.08072, over 2474989.11 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07662, over 21222.50 utterances.], batch size: 74, lr: 2.91e-04
2022-08-29 07:07:48,563 INFO [train.py:927] (4/8) Epoch 13, batch 25550, giga_loss[loss=0.2573, simple_loss=0.3353, pruned_loss=0.08965, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3147, pruned_loss=0.07739, over 2474853.01 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07178, over 19688.33 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06347, over 2468125.81 frames. utt_duration=1272 frames, utt_pad_proportion=0.05183, over 7769.13 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.318, pruned_loss=0.07925, over 2475341.23 frames. utt_duration=472 frames, utt_pad_proportion=0.07341, over 21043.30 utterances.], batch size: 161, lr: 2.91e-04
2022-08-29 07:09:33,714 INFO [train.py:927] (4/8) Epoch 13, batch 25600, giga_loss[loss=0.2155, simple_loss=0.2944, pruned_loss=0.0683, over 12240.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03229, over 45.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3147, pruned_loss=0.07647, over 2474774.62 frames. utt_duration=490 frames, utt_pad_proportion=0.07382, over 20262.23 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2887, pruned_loss=0.06353, over 2468168.93 frames. utt_duration=1270 frames, utt_pad_proportion=0.052, over 7781.50 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3177, pruned_loss=0.07814, over 2475247.18 frames. utt_duration=461 frames, utt_pad_proportion=0.07504, over 21546.50 utterances.], batch size: 45, lr: 2.91e-04
2022-08-29 07:11:16,870 INFO [train.py:927] (4/8) Epoch 13, batch 25650, libri_loss[loss=0.2207, simple_loss=0.3114, pruned_loss=0.06499, over 12379.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009491, over 38.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3131, pruned_loss=0.07588, over 2474594.83 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07471, over 20105.02 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2885, pruned_loss=0.06351, over 2468308.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.05024, over 7745.28 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3167, pruned_loss=0.07776, over 2475103.12 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07654, over 21696.07 utterances.], batch size: 38, lr: 2.90e-04
2022-08-29 07:13:07,326 INFO [train.py:927] (4/8) Epoch 13, batch 25700, giga_loss[loss=0.2322, simple_loss=0.3121, pruned_loss=0.07619, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03085, over 62.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3119, pruned_loss=0.07633, over 2474576.71 frames. utt_duration=480.5 frames, utt_pad_proportion=0.08287, over 20664.00 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2886, pruned_loss=0.06353, over 2468014.44 frames. utt_duration=1276 frames, utt_pad_proportion=0.04994, over 7744.38 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3151, pruned_loss=0.07801, over 2475344.90 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08401, over 22143.14 utterances.], batch size: 62, lr: 2.90e-04
2022-08-29 07:14:52,422 INFO [train.py:927] (4/8) Epoch 13, batch 25750, giga_loss[loss=0.2289, simple_loss=0.3148, pruned_loss=0.07153, over 12439.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.07593, over 2474397.49 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07623, over 20009.53 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2886, pruned_loss=0.0636, over 2467912.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.04935, over 7729.78 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3132, pruned_loss=0.0775, over 2475249.13 frames. utt_duration=462.5 frames, utt_pad_proportion=0.078, over 21474.97 utterances.], batch size: 75, lr: 2.90e-04
2022-08-29 07:16:34,059 INFO [train.py:927] (4/8) Epoch 13, batch 25800, libri_loss[loss=0.186, simple_loss=0.2778, pruned_loss=0.04712, over 12460.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005959, over 32.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3107, pruned_loss=0.07665, over 2474607.18 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07632, over 20313.38 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2893, pruned_loss=0.06376, over 2467995.80 frames. utt_duration=1283 frames, utt_pad_proportion=0.04783, over 7702.02 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.07827, over 2475446.72 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07859, over 22001.98 utterances.], batch size: 32, lr: 2.90e-04
2022-08-29 07:18:15,057 INFO [train.py:927] (4/8) Epoch 13, batch 25850, giga_loss[loss=0.2363, simple_loss=0.3296, pruned_loss=0.0715, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03941, over 133.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3079, pruned_loss=0.07404, over 2474134.32 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07718, over 20541.07 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2888, pruned_loss=0.0635, over 2467824.31 frames. utt_duration=1273 frames, utt_pad_proportion=0.05188, over 7763.38 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.311, pruned_loss=0.07589, over 2475128.75 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07793, over 22186.95 utterances.], batch size: 133, lr: 2.90e-04
2022-08-29 07:20:03,477 INFO [train.py:927] (4/8) Epoch 13, batch 25900, giga_loss[loss=0.1928, simple_loss=0.2702, pruned_loss=0.05768, over 12460.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04277, over 34.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3065, pruned_loss=0.07354, over 2474236.40 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07592, over 20477.01 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2884, pruned_loss=0.06338, over 2467592.23 frames. utt_duration=1267 frames, utt_pad_proportion=0.05546, over 7797.39 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.31, pruned_loss=0.07547, over 2475433.14 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07586, over 22167.17 utterances.], batch size: 34, lr: 2.90e-04
2022-08-29 07:21:46,126 INFO [train.py:927] (4/8) Epoch 13, batch 25950, giga_loss[loss=0.2124, simple_loss=0.2907, pruned_loss=0.06707, over 12391.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03566, over 80.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3046, pruned_loss=0.073, over 2474161.31 frames. utt_duration=498.1 frames, utt_pad_proportion=0.072, over 19927.96 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2884, pruned_loss=0.06345, over 2467766.04 frames. utt_duration=1266 frames, utt_pad_proportion=0.05515, over 7808.34 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3078, pruned_loss=0.07469, over 2475108.08 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07249, over 21538.36 utterances.], batch size: 80, lr: 2.90e-04
2022-08-29 07:23:29,259 INFO [train.py:927] (4/8) Epoch 13, batch 26000, giga_loss[loss=0.3132, simple_loss=0.3765, pruned_loss=0.1249, over 12446.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03496, over 98.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07491, over 2473944.75 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07111, over 20620.44 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2884, pruned_loss=0.06351, over 2467620.12 frames. utt_duration=1257 frames, utt_pad_proportion=0.05875, over 7862.57 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.0764, over 2474952.06 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07047, over 22081.86 utterances.], batch size: 98, lr: 2.90e-04
2022-08-29 07:25:11,073 INFO [train.py:927] (4/8) Epoch 13, batch 26050, libri_loss[loss=0.2148, simple_loss=0.3049, pruned_loss=0.06234, over 12315.00 frames. utt_duration=771.2 frames, utt_pad_proportion=0.1236, over 64.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3093, pruned_loss=0.0764, over 2473461.92 frames. utt_duration=456 frames, utt_pad_proportion=0.08103, over 21768.71 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2886, pruned_loss=0.06358, over 2467449.44 frames. utt_duration=1246 frames, utt_pad_proportion=0.06198, over 7933.83 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.312, pruned_loss=0.07793, over 2474634.45 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07922, over 23328.17 utterances.], batch size: 64, lr: 2.90e-04
2022-08-29 07:26:56,273 INFO [train.py:927] (4/8) Epoch 13, batch 26100, giga_loss[loss=0.2181, simple_loss=0.3085, pruned_loss=0.06379, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02522, over 66.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3095, pruned_loss=0.07631, over 2472935.55 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07464, over 20751.85 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2881, pruned_loss=0.06346, over 2467038.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.06093, over 7887.95 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3126, pruned_loss=0.07794, over 2474408.21 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07396, over 22348.59 utterances.], batch size: 66, lr: 2.90e-04
2022-08-29 07:28:41,638 INFO [train.py:927] (4/8) Epoch 13, batch 26150, giga_loss[loss=0.3449, simple_loss=0.3887, pruned_loss=0.1506, over 12403.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3109, pruned_loss=0.07716, over 2472544.12 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07153, over 20117.59 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2884, pruned_loss=0.06368, over 2466562.65 frames. utt_duration=1245 frames, utt_pad_proportion=0.06453, over 7934.25 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.0787, over 2474355.60 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07024, over 21764.78 utterances.], batch size: 258, lr: 2.90e-04
2022-08-29 07:30:28,437 INFO [train.py:927] (4/8) Epoch 13, batch 26200, giga_loss[loss=0.2564, simple_loss=0.3429, pruned_loss=0.08501, over 12446.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03682, over 133.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3127, pruned_loss=0.07836, over 2473551.33 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06936, over 20619.35 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2883, pruned_loss=0.0637, over 2466390.27 frames. utt_duration=1246 frames, utt_pad_proportion=0.06333, over 7925.63 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3159, pruned_loss=0.08002, over 2475375.85 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06895, over 22343.40 utterances.], batch size: 133, lr: 2.90e-04
2022-08-29 07:32:16,380 INFO [train.py:927] (4/8) Epoch 13, batch 26250, giga_loss[loss=0.2046, simple_loss=0.2907, pruned_loss=0.05926, over 12398.00 frames. utt_duration=512.7 frames, utt_pad_proportion=0.02896, over 97.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3123, pruned_loss=0.07725, over 2473913.71 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07227, over 20879.00 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2884, pruned_loss=0.06408, over 2466375.28 frames. utt_duration=1240 frames, utt_pad_proportion=0.0667, over 7965.04 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3156, pruned_loss=0.07866, over 2475626.89 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07064, over 22634.65 utterances.], batch size: 97, lr: 2.90e-04
2022-08-29 07:34:04,949 INFO [train.py:927] (4/8) Epoch 13, batch 26300, giga_loss[loss=0.2122, simple_loss=0.295, pruned_loss=0.06475, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03257, over 75.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3106, pruned_loss=0.07629, over 2473454.71 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07029, over 20115.94 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2885, pruned_loss=0.06392, over 2466763.76 frames. utt_duration=1239 frames, utt_pad_proportion=0.06502, over 7970.59 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3142, pruned_loss=0.07815, over 2474840.63 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06967, over 22092.20 utterances.], batch size: 75, lr: 2.90e-04
2022-08-29 07:35:47,080 INFO [train.py:927] (4/8) Epoch 13, batch 26350, giga_loss[loss=0.2677, simple_loss=0.3363, pruned_loss=0.09953, over 12389.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04892, over 161.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3111, pruned_loss=0.07756, over 2473813.79 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07741, over 21408.99 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2892, pruned_loss=0.0643, over 2466783.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.07396, over 8152.31 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07892, over 2474988.84 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07377, over 23036.70 utterances.], batch size: 161, lr: 2.90e-04
2022-08-29 07:37:16,599 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-29 07:39:41,385 INFO [train.py:927] (4/8) Epoch 14, batch 50, giga_loss[loss=0.2093, simple_loss=0.3033, pruned_loss=0.05761, over 12335.00 frames. utt_duration=668.4 frames, utt_pad_proportion=0.02701, over 74.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3072, pruned_loss=0.0634, over 548248.61 frames. utt_duration=635.7 frames, utt_pad_proportion=0.04666, over 3457.75 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2792, pruned_loss=0.05331, over 97100.25 frames. utt_duration=1455 frames, utt_pad_proportion=0.01112, over 267.29 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3125, pruned_loss=0.06528, over 469589.53 frames. utt_duration=576.6 frames, utt_pad_proportion=0.04921, over 3266.35 utterances.], batch size: 74, lr: 2.83e-04
2022-08-29 07:41:25,159 INFO [train.py:927] (4/8) Epoch 14, batch 100, giga_loss[loss=0.1796, simple_loss=0.2606, pruned_loss=0.04931, over 12121.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03371, over 30.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2914, pruned_loss=0.05777, over 974500.78 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06317, over 6878.80 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2807, pruned_loss=0.0523, over 143939.92 frames. utt_duration=1448 frames, utt_pad_proportion=0.01065, over 398.03 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2929, pruned_loss=0.05857, over 881972.94 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06548, over 6705.79 utterances.], batch size: 30, lr: 2.83e-04
2022-08-29 07:43:06,668 INFO [train.py:927] (4/8) Epoch 14, batch 150, giga_loss[loss=0.1552, simple_loss=0.2417, pruned_loss=0.03437, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2793, pruned_loss=0.05389, over 1306643.79 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06344, over 9668.50 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2849, pruned_loss=0.05417, over 224079.67 frames. utt_duration=1284 frames, utt_pad_proportion=0.06031, over 699.09 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2788, pruned_loss=0.05399, over 1190545.15 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06316, over 9521.36 utterances.], batch size: 146, lr: 2.83e-04
2022-08-29 07:44:47,510 INFO [train.py:927] (4/8) Epoch 14, batch 200, giga_loss[loss=0.1643, simple_loss=0.2483, pruned_loss=0.04015, over 12438.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02887, over 80.00 utterances.], tot_loss[loss=0.1854, simple_loss=0.2701, pruned_loss=0.05034, over 1564797.36 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06301, over 11384.61 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2894, pruned_loss=0.05591, over 312191.20 frames. utt_duration=1205 frames, utt_pad_proportion=0.06026, over 1037.58 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2676, pruned_loss=0.0497, over 1433847.84 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06279, over 11290.08 utterances.], batch size: 80, lr: 2.83e-04
2022-08-29 07:46:27,367 INFO [train.py:927] (4/8) Epoch 14, batch 250, giga_loss[loss=0.1798, simple_loss=0.264, pruned_loss=0.04775, over 12418.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.1803, simple_loss=0.2643, pruned_loss=0.0482, over 1766799.16 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05616, over 12539.04 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2908, pruned_loss=0.05634, over 365739.78 frames. utt_duration=1201 frames, utt_pad_proportion=0.0581, over 1219.71 utterances.], giga_tot_loss[loss=0.1778, simple_loss=0.2611, pruned_loss=0.04728, over 1644300.06 frames. utt_duration=525.4 frames, utt_pad_proportion=0.05618, over 12554.02 utterances.], batch size: 146, lr: 2.83e-04
2022-08-29 07:48:07,881 INFO [train.py:927] (4/8) Epoch 14, batch 300, giga_loss[loss=0.1575, simple_loss=0.2396, pruned_loss=0.03765, over 12399.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0318, over 80.00 utterances.], tot_loss[loss=0.1762, simple_loss=0.26, pruned_loss=0.0462, over 1923787.78 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06031, over 13739.84 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05707, over 428309.22 frames. utt_duration=1189 frames, utt_pad_proportion=0.05714, over 1443.09 utterances.], giga_tot_loss[loss=0.173, simple_loss=0.2561, pruned_loss=0.04489, over 1808624.69 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06043, over 13880.20 utterances.], batch size: 80, lr: 2.83e-04
2022-08-29 07:49:49,074 INFO [train.py:927] (4/8) Epoch 14, batch 350, giga_loss[loss=0.1646, simple_loss=0.2461, pruned_loss=0.04161, over 12340.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03169, over 85.00 utterances.], tot_loss[loss=0.1728, simple_loss=0.2563, pruned_loss=0.0446, over 2045642.62 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06099, over 14901.46 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2891, pruned_loss=0.05572, over 458678.09 frames. utt_duration=1209 frames, utt_pad_proportion=0.05388, over 1520.02 utterances.], giga_tot_loss[loss=0.1703, simple_loss=0.2533, pruned_loss=0.04366, over 1948290.36 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06138, over 15116.01 utterances.], batch size: 85, lr: 2.83e-04
2022-08-29 07:51:29,082 INFO [train.py:927] (4/8) Epoch 14, batch 400, libri_loss[loss=0.1723, simple_loss=0.2576, pruned_loss=0.04354, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008641, over 29.00 utterances.], tot_loss[loss=0.1704, simple_loss=0.254, pruned_loss=0.04342, over 2140581.70 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0598, over 14736.93 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2863, pruned_loss=0.05438, over 575893.43 frames. utt_duration=1205 frames, utt_pad_proportion=0.06263, over 1913.77 utterances.], giga_tot_loss[loss=0.1671, simple_loss=0.2499, pruned_loss=0.04218, over 2039854.27 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05923, over 15275.77 utterances.], batch size: 29, lr: 2.83e-04
2022-08-29 07:53:12,968 INFO [train.py:927] (4/8) Epoch 14, batch 450, giga_loss[loss=0.1918, simple_loss=0.2607, pruned_loss=0.06144, over 12372.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.1668, simple_loss=0.2498, pruned_loss=0.04185, over 2214237.66 frames. utt_duration=552.1 frames, utt_pad_proportion=0.066, over 16086.84 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2864, pruned_loss=0.05438, over 604179.35 frames. utt_duration=1214 frames, utt_pad_proportion=0.05979, over 1992.65 utterances.], giga_tot_loss[loss=0.1637, simple_loss=0.2461, pruned_loss=0.04069, over 2130751.59 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06564, over 16606.58 utterances.], batch size: 258, lr: 2.83e-04
2022-08-29 07:54:52,227 INFO [train.py:927] (4/8) Epoch 14, batch 500, giga_loss[loss=0.2127, simple_loss=0.3, pruned_loss=0.06266, over 12485.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03503, over 43.00 utterances.], tot_loss[loss=0.1699, simple_loss=0.2529, pruned_loss=0.04341, over 2272058.58 frames. utt_duration=539.4 frames, utt_pad_proportion=0.07138, over 16894.33 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2859, pruned_loss=0.05421, over 659687.09 frames. utt_duration=1175 frames, utt_pad_proportion=0.07219, over 2248.74 utterances.], giga_tot_loss[loss=0.1668, simple_loss=0.2491, pruned_loss=0.04223, over 2198828.57 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06952, over 17481.20 utterances.], batch size: 43, lr: 2.83e-04
2022-08-29 07:56:33,862 INFO [train.py:927] (4/8) Epoch 14, batch 550, giga_loss[loss=0.2285, simple_loss=0.3208, pruned_loss=0.0681, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.265, pruned_loss=0.04815, over 2316567.38 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06667, over 16933.58 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2847, pruned_loss=0.05352, over 686522.55 frames. utt_duration=1190 frames, utt_pad_proportion=0.06949, over 2310.69 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2624, pruned_loss=0.04744, over 2256560.03 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06566, over 17547.86 utterances.], batch size: 70, lr: 2.83e-04
2022-08-29 07:58:11,941 INFO [train.py:927] (4/8) Epoch 14, batch 600, giga_loss[loss=0.2187, simple_loss=0.3048, pruned_loss=0.06627, over 12335.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02565, over 45.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2715, pruned_loss=0.05008, over 2351361.07 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06963, over 17114.14 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2837, pruned_loss=0.05246, over 765282.58 frames. utt_duration=1205 frames, utt_pad_proportion=0.06406, over 2543.15 utterances.], giga_tot_loss[loss=0.1843, simple_loss=0.2692, pruned_loss=0.04974, over 2296920.62 frames. utt_duration=511 frames, utt_pad_proportion=0.06955, over 18033.55 utterances.], batch size: 45, lr: 2.83e-04
2022-08-29 07:59:53,883 INFO [train.py:927] (4/8) Epoch 14, batch 650, giga_loss[loss=0.2144, simple_loss=0.2995, pruned_loss=0.06463, over 12269.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02752, over 54.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.2751, pruned_loss=0.05078, over 2379162.47 frames. utt_duration=541.1 frames, utt_pad_proportion=0.07171, over 17637.56 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2829, pruned_loss=0.05216, over 815726.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.06003, over 2681.32 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2733, pruned_loss=0.05055, over 2332714.61 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07216, over 18649.21 utterances.], batch size: 54, lr: 2.83e-04
2022-08-29 08:01:34,778 INFO [train.py:927] (4/8) Epoch 14, batch 700, giga_loss[loss=0.2125, simple_loss=0.2922, pruned_loss=0.0664, over 12422.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04813, over 34.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.28, pruned_loss=0.05333, over 2400548.03 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06931, over 18452.02 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2832, pruned_loss=0.0524, over 848401.99 frames. utt_duration=1224 frames, utt_pad_proportion=0.05768, over 2774.96 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2784, pruned_loss=0.05311, over 2362390.87 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07015, over 19445.46 utterances.], batch size: 34, lr: 2.83e-04
2022-08-29 08:03:14,552 INFO [train.py:927] (4/8) Epoch 14, batch 750, giga_loss[loss=0.1875, simple_loss=0.2834, pruned_loss=0.04581, over 12386.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2848, pruned_loss=0.05572, over 2416299.62 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07244, over 18780.76 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2834, pruned_loss=0.05232, over 872672.17 frames. utt_duration=1226 frames, utt_pad_proportion=0.05616, over 2850.04 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2835, pruned_loss=0.05566, over 2385260.74 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07329, over 19722.96 utterances.], batch size: 70, lr: 2.83e-04
2022-08-29 08:04:54,651 INFO [train.py:927] (4/8) Epoch 14, batch 800, giga_loss[loss=0.2221, simple_loss=0.3182, pruned_loss=0.06297, over 12373.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03104, over 58.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2889, pruned_loss=0.05694, over 2428964.11 frames. utt_duration=527.2 frames, utt_pad_proportion=0.07262, over 18481.48 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2844, pruned_loss=0.05236, over 911936.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.05378, over 2957.65 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2877, pruned_loss=0.05698, over 2403405.54 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07376, over 19499.37 utterances.], batch size: 58, lr: 2.83e-04
2022-08-29 08:06:35,806 INFO [train.py:927] (4/8) Epoch 14, batch 850, giga_loss[loss=0.1934, simple_loss=0.2843, pruned_loss=0.05122, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02817, over 48.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.05692, over 2438056.04 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06923, over 17531.81 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2852, pruned_loss=0.05286, over 950832.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.05117, over 3059.72 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2894, pruned_loss=0.05688, over 2416526.12 frames. utt_duration=521.4 frames, utt_pad_proportion=0.07092, over 18591.02 utterances.], batch size: 48, lr: 2.83e-04
2022-08-29 08:08:17,016 INFO [train.py:927] (4/8) Epoch 14, batch 900, giga_loss[loss=0.1826, simple_loss=0.2714, pruned_loss=0.0469, over 12458.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03767, over 40.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2907, pruned_loss=0.05608, over 2445137.97 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06929, over 16958.78 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2854, pruned_loss=0.05298, over 965884.54 frames. utt_duration=1215 frames, utt_pad_proportion=0.06126, over 3182.61 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2898, pruned_loss=0.05603, over 2428041.75 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06934, over 17808.42 utterances.], batch size: 40, lr: 2.83e-04
2022-08-29 08:09:59,291 INFO [train.py:927] (4/8) Epoch 14, batch 950, giga_loss[loss=0.2123, simple_loss=0.2988, pruned_loss=0.06289, over 12364.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02834, over 70.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05856, over 2451444.37 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06858, over 17100.17 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2845, pruned_loss=0.05248, over 995605.68 frames. utt_duration=1218 frames, utt_pad_proportion=0.06083, over 3272.55 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.05879, over 2437605.07 frames. utt_duration=545 frames, utt_pad_proportion=0.06882, over 17941.64 utterances.], batch size: 70, lr: 2.83e-04
2022-08-29 08:11:41,676 INFO [train.py:927] (4/8) Epoch 14, batch 1000, giga_loss[loss=0.2127, simple_loss=0.2967, pruned_loss=0.06438, over 12427.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03591, over 86.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.295, pruned_loss=0.06079, over 2456451.79 frames. utt_duration=561.9 frames, utt_pad_proportion=0.0662, over 17535.30 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2847, pruned_loss=0.05259, over 1017896.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.05922, over 3329.16 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2949, pruned_loss=0.06104, over 2445054.93 frames. utt_duration=535 frames, utt_pad_proportion=0.06677, over 18332.80 utterances.], batch size: 86, lr: 2.83e-04
2022-08-29 08:13:21,066 INFO [train.py:927] (4/8) Epoch 14, batch 1050, giga_loss[loss=0.2155, simple_loss=0.302, pruned_loss=0.0645, over 12372.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2943, pruned_loss=0.06137, over 2460385.35 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06662, over 17534.91 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.05221, over 1095838.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.05598, over 3557.98 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2949, pruned_loss=0.06217, over 2450395.59 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06778, over 18689.89 utterances.], batch size: 182, lr: 2.83e-04
2022-08-29 08:15:06,085 INFO [train.py:927] (4/8) Epoch 14, batch 1100, giga_loss[loss=0.2, simple_loss=0.2852, pruned_loss=0.05737, over 12286.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03655, over 51.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2927, pruned_loss=0.06043, over 2462947.04 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06335, over 16931.91 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2831, pruned_loss=0.05169, over 1129384.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.05458, over 3639.98 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2939, pruned_loss=0.06148, over 2455214.90 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06486, over 18090.51 utterances.], batch size: 51, lr: 2.83e-04
2022-08-29 08:16:49,224 INFO [train.py:927] (4/8) Epoch 14, batch 1150, giga_loss[loss=0.1966, simple_loss=0.2767, pruned_loss=0.05823, over 12398.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2895, pruned_loss=0.05914, over 2465674.91 frames. utt_duration=560 frames, utt_pad_proportion=0.06518, over 17658.34 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2828, pruned_loss=0.0516, over 1162844.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.0527, over 3725.10 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2907, pruned_loss=0.06021, over 2459116.31 frames. utt_duration=524 frames, utt_pad_proportion=0.06668, over 18824.51 utterances.], batch size: 133, lr: 2.83e-04
2022-08-29 08:18:31,353 INFO [train.py:927] (4/8) Epoch 14, batch 1200, giga_loss[loss=0.1795, simple_loss=0.2697, pruned_loss=0.04466, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04104, over 113.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2851, pruned_loss=0.05772, over 2467811.32 frames. utt_duration=520 frames, utt_pad_proportion=0.07142, over 19036.53 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2824, pruned_loss=0.05157, over 1195120.35 frames. utt_duration=1232 frames, utt_pad_proportion=0.06003, over 3883.54 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2864, pruned_loss=0.05875, over 2462591.86 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07116, over 20177.22 utterances.], batch size: 113, lr: 2.83e-04
2022-08-29 08:20:12,791 INFO [train.py:927] (4/8) Epoch 14, batch 1250, giga_loss[loss=0.1943, simple_loss=0.2788, pruned_loss=0.05488, over 12338.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03256, over 58.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2847, pruned_loss=0.0576, over 2469552.25 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07043, over 19359.22 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2828, pruned_loss=0.05182, over 1239237.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.05858, over 4029.90 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2856, pruned_loss=0.0585, over 2465161.00 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07067, over 20629.57 utterances.], batch size: 58, lr: 2.83e-04
2022-08-29 08:21:53,647 INFO [train.py:927] (4/8) Epoch 14, batch 1300, libri_loss[loss=0.2158, simple_loss=0.3018, pruned_loss=0.06486, over 12371.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01509, over 41.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2826, pruned_loss=0.05657, over 2470117.03 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06767, over 18478.43 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2828, pruned_loss=0.05176, over 1275579.47 frames. utt_duration=1234 frames, utt_pad_proportion=0.05798, over 4139.28 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2833, pruned_loss=0.05746, over 2466705.08 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06828, over 19811.57 utterances.], batch size: 41, lr: 2.83e-04
2022-08-29 08:23:32,989 INFO [train.py:927] (4/8) Epoch 14, batch 1350, giga_loss[loss=0.1639, simple_loss=0.2388, pruned_loss=0.04453, over 12379.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04654, over 26.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.28, pruned_loss=0.05577, over 2470834.05 frames. utt_duration=565.9 frames, utt_pad_proportion=0.064, over 17512.69 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2826, pruned_loss=0.05181, over 1304990.39 frames. utt_duration=1220 frames, utt_pad_proportion=0.06426, over 4284.67 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2807, pruned_loss=0.05656, over 2468265.51 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06352, over 18750.14 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 08:25:15,898 INFO [train.py:927] (4/8) Epoch 14, batch 1400, giga_loss[loss=0.1692, simple_loss=0.2515, pruned_loss=0.04343, over 12356.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2763, pruned_loss=0.05439, over 2470468.71 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05901, over 16333.31 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2826, pruned_loss=0.05177, over 1322301.61 frames. utt_duration=1227 frames, utt_pad_proportion=0.06314, over 4317.19 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2767, pruned_loss=0.05507, over 2468525.18 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05914, over 17449.14 utterances.], batch size: 51, lr: 2.83e-04
2022-08-29 08:26:56,062 INFO [train.py:927] (4/8) Epoch 14, batch 1450, libri_loss[loss=0.1743, simple_loss=0.2638, pruned_loss=0.0424, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006767, over 32.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2745, pruned_loss=0.05357, over 2471074.12 frames. utt_duration=629.3 frames, utt_pad_proportion=0.05743, over 15744.21 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2828, pruned_loss=0.05142, over 1372963.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.05948, over 4442.39 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2745, pruned_loss=0.05441, over 2469491.12 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05849, over 17030.62 utterances.], batch size: 32, lr: 2.83e-04
2022-08-29 08:28:36,631 INFO [train.py:927] (4/8) Epoch 14, batch 1500, giga_loss[loss=0.1847, simple_loss=0.2652, pruned_loss=0.05209, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03074, over 36.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2726, pruned_loss=0.05297, over 2471465.63 frames. utt_duration=634 frames, utt_pad_proportion=0.0565, over 15630.13 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2819, pruned_loss=0.05122, over 1432147.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05541, over 4563.26 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2726, pruned_loss=0.05387, over 2469891.59 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05841, over 17146.22 utterances.], batch size: 36, lr: 2.83e-04
2022-08-29 08:30:16,191 INFO [train.py:927] (4/8) Epoch 14, batch 1550, giga_loss[loss=0.192, simple_loss=0.2655, pruned_loss=0.0592, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02767, over 45.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2711, pruned_loss=0.05236, over 2472658.09 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05559, over 15504.33 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2815, pruned_loss=0.05119, over 1458000.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.05367, over 4623.52 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.271, pruned_loss=0.05312, over 2471301.91 frames. utt_duration=586 frames, utt_pad_proportion=0.05764, over 16912.32 utterances.], batch size: 45, lr: 2.83e-04
2022-08-29 08:32:00,108 INFO [train.py:927] (4/8) Epoch 14, batch 1600, libri_loss[loss=0.1925, simple_loss=0.2825, pruned_loss=0.05126, over 12320.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006124, over 36.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2749, pruned_loss=0.05462, over 2472498.82 frames. utt_duration=615.2 frames, utt_pad_proportion=0.05959, over 16114.95 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2816, pruned_loss=0.05132, over 1472966.12 frames. utt_duration=1268 frames, utt_pad_proportion=0.05268, over 4653.05 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2747, pruned_loss=0.05519, over 2471605.73 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06119, over 17366.89 utterances.], batch size: 36, lr: 2.83e-04
2022-08-29 08:33:44,743 INFO [train.py:927] (4/8) Epoch 14, batch 1650, giga_loss[loss=0.2227, simple_loss=0.3002, pruned_loss=0.0726, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02712, over 45.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2814, pruned_loss=0.05799, over 2472372.07 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06007, over 16630.15 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2816, pruned_loss=0.05131, over 1497507.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.05233, over 4736.85 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2812, pruned_loss=0.05856, over 2471835.25 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06144, over 17820.45 utterances.], batch size: 45, lr: 2.82e-04
2022-08-29 08:35:27,622 INFO [train.py:927] (4/8) Epoch 14, batch 1700, giga_loss[loss=0.2016, simple_loss=0.2924, pruned_loss=0.05539, over 12255.00 frames. utt_duration=1363 frames, utt_pad_proportion=0.02696, over 36.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.286, pruned_loss=0.05938, over 2472210.63 frames. utt_duration=577 frames, utt_pad_proportion=0.06498, over 17181.83 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2814, pruned_loss=0.05114, over 1540684.15 frames. utt_duration=1249 frames, utt_pad_proportion=0.05794, over 4939.43 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.286, pruned_loss=0.0602, over 2471613.71 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06467, over 18450.59 utterances.], batch size: 36, lr: 2.82e-04
2022-08-29 08:37:10,559 INFO [train.py:927] (4/8) Epoch 14, batch 1750, giga_loss[loss=0.2019, simple_loss=0.2941, pruned_loss=0.05486, over 12468.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03427, over 86.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2925, pruned_loss=0.06185, over 2473085.94 frames. utt_duration=544 frames, utt_pad_proportion=0.0657, over 18233.52 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2814, pruned_loss=0.05099, over 1558808.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.05656, over 4972.37 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2927, pruned_loss=0.06277, over 2472975.48 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0658, over 19441.43 utterances.], batch size: 86, lr: 2.82e-04
2022-08-29 08:38:52,425 INFO [train.py:927] (4/8) Epoch 14, batch 1800, giga_loss[loss=0.1929, simple_loss=0.2834, pruned_loss=0.05119, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0354, over 43.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2907, pruned_loss=0.05909, over 2473921.73 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06163, over 17502.47 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2815, pruned_loss=0.05095, over 1581536.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.06086, over 5098.98 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2911, pruned_loss=0.06007, over 2473754.03 frames. utt_duration=532 frames, utt_pad_proportion=0.06111, over 18651.10 utterances.], batch size: 43, lr: 2.82e-04
2022-08-29 08:40:35,144 INFO [train.py:927] (4/8) Epoch 14, batch 1850, giga_loss[loss=0.2262, simple_loss=0.3132, pruned_loss=0.06961, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03102, over 30.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2906, pruned_loss=0.05845, over 2473377.50 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05792, over 17227.48 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2814, pruned_loss=0.05083, over 1590302.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.06019, over 5111.98 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2909, pruned_loss=0.05937, over 2473376.17 frames. utt_duration=544 frames, utt_pad_proportion=0.05786, over 18237.85 utterances.], batch size: 30, lr: 2.82e-04
2022-08-29 08:42:26,115 INFO [train.py:927] (4/8) Epoch 14, batch 1900, giga_loss[loss=0.2225, simple_loss=0.3093, pruned_loss=0.06781, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03249, over 39.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2928, pruned_loss=0.05954, over 2473282.05 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05874, over 17848.68 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2817, pruned_loss=0.05083, over 1603351.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.06075, over 5180.02 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.293, pruned_loss=0.06037, over 2473385.15 frames. utt_duration=529 frames, utt_pad_proportion=0.0585, over 18755.13 utterances.], batch size: 39, lr: 2.82e-04
2022-08-29 08:44:11,265 INFO [train.py:927] (4/8) Epoch 14, batch 1950, giga_loss[loss=0.1814, simple_loss=0.2725, pruned_loss=0.04521, over 12260.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02809, over 54.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2942, pruned_loss=0.0608, over 2472762.12 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06118, over 17819.46 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2815, pruned_loss=0.05108, over 1633219.98 frames. utt_duration=1251 frames, utt_pad_proportion=0.05844, over 5230.04 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2949, pruned_loss=0.06161, over 2472947.37 frames. utt_duration=525 frames, utt_pad_proportion=0.06144, over 18896.07 utterances.], batch size: 54, lr: 2.82e-04
2022-08-29 08:45:54,790 INFO [train.py:927] (4/8) Epoch 14, batch 2000, giga_loss[loss=0.1944, simple_loss=0.2924, pruned_loss=0.04819, over 12321.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02846, over 74.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2958, pruned_loss=0.06242, over 2473856.23 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05818, over 17616.68 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2816, pruned_loss=0.05108, over 1641769.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.05775, over 5254.68 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2965, pruned_loss=0.06317, over 2473841.20 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05871, over 18557.69 utterances.], batch size: 74, lr: 2.82e-04
2022-08-29 08:47:36,551 INFO [train.py:927] (4/8) Epoch 14, batch 2050, giga_loss[loss=0.2328, simple_loss=0.3164, pruned_loss=0.07453, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2972, pruned_loss=0.06293, over 2473352.52 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05836, over 17366.10 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2813, pruned_loss=0.05094, over 1665807.86 frames. utt_duration=1258 frames, utt_pad_proportion=0.05646, over 5303.80 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2983, pruned_loss=0.0639, over 2473891.62 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05912, over 18401.39 utterances.], batch size: 91, lr: 2.82e-04
2022-08-29 08:49:20,433 INFO [train.py:927] (4/8) Epoch 14, batch 2100, giga_loss[loss=0.2007, simple_loss=0.2966, pruned_loss=0.0524, over 12333.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03341, over 62.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2984, pruned_loss=0.06349, over 2472385.17 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05933, over 17387.30 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2813, pruned_loss=0.05091, over 1700903.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.05503, over 5401.49 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3, pruned_loss=0.06483, over 2473327.84 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06033, over 18658.81 utterances.], batch size: 62, lr: 2.82e-04
2022-08-29 08:51:02,286 INFO [train.py:927] (4/8) Epoch 14, batch 2150, giga_loss[loss=0.214, simple_loss=0.2956, pruned_loss=0.06621, over 12195.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03216, over 39.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2968, pruned_loss=0.06317, over 2472306.60 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06191, over 17207.38 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2808, pruned_loss=0.05081, over 1715896.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05392, over 5419.28 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2986, pruned_loss=0.06451, over 2473321.11 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06285, over 18400.11 utterances.], batch size: 39, lr: 2.82e-04
2022-08-29 08:52:47,154 INFO [train.py:927] (4/8) Epoch 14, batch 2200, giga_loss[loss=0.2144, simple_loss=0.3048, pruned_loss=0.06201, over 12433.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03611, over 113.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2961, pruned_loss=0.06331, over 2472747.27 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06052, over 16902.85 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2803, pruned_loss=0.05082, over 1730941.68 frames. utt_duration=1275 frames, utt_pad_proportion=0.05283, over 5437.75 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2982, pruned_loss=0.06459, over 2473531.73 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06173, over 18053.72 utterances.], batch size: 113, lr: 2.82e-04
2022-08-29 08:54:28,784 INFO [train.py:927] (4/8) Epoch 14, batch 2250, giga_loss[loss=0.2208, simple_loss=0.3061, pruned_loss=0.06769, over 12438.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03174, over 80.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2968, pruned_loss=0.06365, over 2472557.28 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06153, over 16740.54 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2805, pruned_loss=0.05101, over 1742005.64 frames. utt_duration=1256 frames, utt_pad_proportion=0.05848, over 5553.50 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2986, pruned_loss=0.06472, over 2473181.32 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06096, over 17695.92 utterances.], batch size: 80, lr: 2.82e-04
2022-08-29 08:56:13,762 INFO [train.py:927] (4/8) Epoch 14, batch 2300, giga_loss[loss=0.2401, simple_loss=0.322, pruned_loss=0.0791, over 12324.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03578, over 51.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2985, pruned_loss=0.0648, over 2472157.77 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06115, over 16674.31 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2813, pruned_loss=0.05142, over 1760019.40 frames. utt_duration=1259 frames, utt_pad_proportion=0.05682, over 5598.19 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2998, pruned_loss=0.06569, over 2472725.75 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06124, over 17653.07 utterances.], batch size: 51, lr: 2.82e-04
2022-08-29 08:57:56,215 INFO [train.py:927] (4/8) Epoch 14, batch 2350, giga_loss[loss=0.1679, simple_loss=0.2548, pruned_loss=0.04054, over 12378.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.0493, over 31.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2971, pruned_loss=0.06375, over 2471951.12 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06043, over 15787.86 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2818, pruned_loss=0.05159, over 1794735.23 frames. utt_duration=1266 frames, utt_pad_proportion=0.05382, over 5676.53 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2985, pruned_loss=0.06495, over 2472510.38 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06155, over 16992.42 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 08:59:39,983 INFO [train.py:927] (4/8) Epoch 14, batch 2400, libri_loss[loss=0.2052, simple_loss=0.2916, pruned_loss=0.05944, over 12450.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008392, over 37.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2939, pruned_loss=0.06222, over 2471297.13 frames. utt_duration=628.2 frames, utt_pad_proportion=0.06268, over 15774.33 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2817, pruned_loss=0.05144, over 1814636.29 frames. utt_duration=1272 frames, utt_pad_proportion=0.05228, over 5713.76 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2954, pruned_loss=0.06359, over 2471878.11 frames. utt_duration=583.8 frames, utt_pad_proportion=0.064, over 16980.84 utterances.], batch size: 37, lr: 2.82e-04
2022-08-29 09:01:22,692 INFO [train.py:927] (4/8) Epoch 14, batch 2450, giga_loss[loss=0.1883, simple_loss=0.2783, pruned_loss=0.04914, over 12360.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2916, pruned_loss=0.06097, over 2471095.59 frames. utt_duration=633.6 frames, utt_pad_proportion=0.06134, over 15638.39 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2816, pruned_loss=0.05138, over 1830595.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.05099, over 5742.63 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2932, pruned_loss=0.06234, over 2471839.41 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06298, over 16803.17 utterances.], batch size: 70, lr: 2.82e-04
2022-08-29 09:03:04,378 INFO [train.py:927] (4/8) Epoch 14, batch 2500, giga_loss[loss=0.1765, simple_loss=0.259, pruned_loss=0.04696, over 12359.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.0282, over 62.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2893, pruned_loss=0.06015, over 2471530.50 frames. utt_duration=640.5 frames, utt_pad_proportion=0.05757, over 15471.25 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2822, pruned_loss=0.0517, over 1849670.94 frames. utt_duration=1278 frames, utt_pad_proportion=0.04972, over 5795.86 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2903, pruned_loss=0.06127, over 2472041.84 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05962, over 16613.71 utterances.], batch size: 62, lr: 2.82e-04
2022-08-29 09:04:46,614 INFO [train.py:927] (4/8) Epoch 14, batch 2550, giga_loss[loss=0.1916, simple_loss=0.2783, pruned_loss=0.05245, over 12371.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03832, over 113.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2865, pruned_loss=0.05923, over 2472003.45 frames. utt_duration=624.2 frames, utt_pad_proportion=0.05652, over 15879.58 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2823, pruned_loss=0.05165, over 1858707.37 frames. utt_duration=1279 frames, utt_pad_proportion=0.04954, over 5818.93 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2874, pruned_loss=0.06024, over 2472630.06 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05826, over 16887.39 utterances.], batch size: 113, lr: 2.82e-04
2022-08-29 09:06:27,151 INFO [train.py:927] (4/8) Epoch 14, batch 2600, giga_loss[loss=0.2193, simple_loss=0.3094, pruned_loss=0.06461, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2851, pruned_loss=0.0584, over 2471486.78 frames. utt_duration=617 frames, utt_pad_proportion=0.05883, over 16062.74 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2819, pruned_loss=0.05155, over 1876345.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.04811, over 5842.04 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2861, pruned_loss=0.05946, over 2472450.88 frames. utt_duration=579.1 frames, utt_pad_proportion=0.0606, over 17123.20 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:08:10,023 INFO [train.py:927] (4/8) Epoch 14, batch 2650, giga_loss[loss=0.1773, simple_loss=0.273, pruned_loss=0.04081, over 12412.00 frames. utt_duration=405 frames, utt_pad_proportion=0.04021, over 123.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2866, pruned_loss=0.05843, over 2472339.22 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06175, over 17404.65 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2822, pruned_loss=0.05161, over 1882330.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.04761, over 5859.57 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2873, pruned_loss=0.05929, over 2473059.11 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06306, over 18307.01 utterances.], batch size: 123, lr: 2.82e-04
2022-08-29 09:09:51,308 INFO [train.py:927] (4/8) Epoch 14, batch 2700, giga_loss[loss=0.2035, simple_loss=0.2859, pruned_loss=0.06051, over 12372.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03391, over 104.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2863, pruned_loss=0.05753, over 2473413.95 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05882, over 17412.33 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2825, pruned_loss=0.05192, over 1887997.44 frames. utt_duration=1289 frames, utt_pad_proportion=0.04715, over 5866.96 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2867, pruned_loss=0.05806, over 2474181.10 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06015, over 18213.82 utterances.], batch size: 104, lr: 2.82e-04
2022-08-29 09:11:32,180 INFO [train.py:927] (4/8) Epoch 14, batch 2750, giga_loss[loss=0.2322, simple_loss=0.3129, pruned_loss=0.07573, over 12350.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03205, over 85.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.286, pruned_loss=0.05741, over 2473663.63 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05845, over 17573.80 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2825, pruned_loss=0.0521, over 1907647.87 frames. utt_duration=1297 frames, utt_pad_proportion=0.04566, over 5888.28 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2864, pruned_loss=0.05788, over 2474768.85 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06004, over 18562.03 utterances.], batch size: 85, lr: 2.82e-04
2022-08-29 09:13:13,511 INFO [train.py:927] (4/8) Epoch 14, batch 2800, giga_loss[loss=0.1967, simple_loss=0.2875, pruned_loss=0.05292, over 12427.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2871, pruned_loss=0.05794, over 2473354.34 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05825, over 17377.41 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2829, pruned_loss=0.05221, over 1921535.95 frames. utt_duration=1300 frames, utt_pad_proportion=0.04459, over 5920.83 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2872, pruned_loss=0.05836, over 2474334.39 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05997, over 18395.90 utterances.], batch size: 133, lr: 2.82e-04
2022-08-29 09:14:55,353 INFO [train.py:927] (4/8) Epoch 14, batch 2850, giga_loss[loss=0.2034, simple_loss=0.2855, pruned_loss=0.0606, over 12190.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03403, over 39.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2887, pruned_loss=0.05846, over 2472651.81 frames. utt_duration=581.5 frames, utt_pad_proportion=0.06441, over 17054.05 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2836, pruned_loss=0.05253, over 1943267.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05429, over 6122.59 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2885, pruned_loss=0.05879, over 2473413.34 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06284, over 18097.09 utterances.], batch size: 39, lr: 2.82e-04
2022-08-29 09:16:37,342 INFO [train.py:927] (4/8) Epoch 14, batch 2900, giga_loss[loss=0.2041, simple_loss=0.2962, pruned_loss=0.05595, over 12364.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02902, over 70.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2899, pruned_loss=0.05819, over 2473320.42 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05898, over 16759.25 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2836, pruned_loss=0.05242, over 1963850.21 frames. utt_duration=1267 frames, utt_pad_proportion=0.05361, over 6205.95 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.29, pruned_loss=0.05877, over 2474170.52 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05834, over 17918.85 utterances.], batch size: 70, lr: 2.82e-04
2022-08-29 09:18:21,037 INFO [train.py:927] (4/8) Epoch 14, batch 2950, giga_loss[loss=0.1903, simple_loss=0.2752, pruned_loss=0.05271, over 12193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03365, over 39.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2907, pruned_loss=0.0581, over 2473849.12 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05432, over 16531.57 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2834, pruned_loss=0.05235, over 1966270.95 frames. utt_duration=1269 frames, utt_pad_proportion=0.05337, over 6205.92 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2909, pruned_loss=0.05862, over 2474615.17 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05413, over 17480.86 utterances.], batch size: 39, lr: 2.82e-04
2022-08-29 09:20:02,120 INFO [train.py:927] (4/8) Epoch 14, batch 3000, giga_loss[loss=0.2092, simple_loss=0.2972, pruned_loss=0.06057, over 12386.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.035, over 122.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2886, pruned_loss=0.05767, over 2472877.34 frames. utt_duration=621.1 frames, utt_pad_proportion=0.05058, over 15964.03 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2835, pruned_loss=0.05231, over 1978786.66 frames. utt_duration=1274 frames, utt_pad_proportion=0.0522, over 6220.66 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2888, pruned_loss=0.05824, over 2473529.75 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05099, over 16931.34 utterances.], batch size: 122, lr: 2.82e-04
2022-08-29 09:20:02,121 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 09:20:15,833 INFO [train.py:967] (4/8) 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 09:21:51,140 INFO [train.py:927] (4/8) Epoch 14, batch 3050, giga_loss[loss=0.1914, simple_loss=0.2741, pruned_loss=0.05434, over 12372.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2875, pruned_loss=0.05768, over 2472061.07 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05282, over 16397.37 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2836, pruned_loss=0.05227, over 1993026.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.05075, over 6237.75 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2878, pruned_loss=0.05831, over 2472944.85 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05345, over 17416.27 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:23:33,705 INFO [train.py:927] (4/8) Epoch 14, batch 3100, giga_loss[loss=0.1959, simple_loss=0.2896, pruned_loss=0.05112, over 12410.00 frames. utt_duration=857.5 frames, utt_pad_proportion=0.02561, over 58.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2886, pruned_loss=0.05721, over 2472561.08 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05206, over 16761.17 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2839, pruned_loss=0.05245, over 2004643.52 frames. utt_duration=1281 frames, utt_pad_proportion=0.04976, over 6266.47 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2887, pruned_loss=0.0577, over 2473475.77 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05291, over 17768.15 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:25:13,892 INFO [train.py:927] (4/8) Epoch 14, batch 3150, libri_loss[loss=0.2257, simple_loss=0.2944, pruned_loss=0.07852, over 12283.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.03265, over 27.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2884, pruned_loss=0.05769, over 2472440.13 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05386, over 17229.88 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2842, pruned_loss=0.05275, over 2016207.50 frames. utt_duration=1286 frames, utt_pad_proportion=0.04876, over 6280.55 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2884, pruned_loss=0.05797, over 2473177.20 frames. utt_duration=543 frames, utt_pad_proportion=0.05477, over 18270.82 utterances.], batch size: 27, lr: 2.82e-04
2022-08-29 09:26:53,627 INFO [train.py:927] (4/8) Epoch 14, batch 3200, giga_loss[loss=0.2254, simple_loss=0.2997, pruned_loss=0.07554, over 12374.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05984, over 182.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2871, pruned_loss=0.05809, over 2472064.47 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05833, over 17767.30 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2842, pruned_loss=0.05276, over 2027320.08 frames. utt_duration=1284 frames, utt_pad_proportion=0.04877, over 6322.15 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2871, pruned_loss=0.0584, over 2472822.74 frames. utt_duration=527.2 frames, utt_pad_proportion=0.05891, over 18816.79 utterances.], batch size: 182, lr: 2.82e-04
2022-08-29 09:28:29,732 INFO [train.py:927] (4/8) Epoch 14, batch 3250, giga_loss[loss=0.2069, simple_loss=0.2976, pruned_loss=0.05814, over 12443.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04133, over 114.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2845, pruned_loss=0.05756, over 2472372.33 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05781, over 17311.39 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2838, pruned_loss=0.05267, over 2038058.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.04887, over 6345.68 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2849, pruned_loss=0.058, over 2473213.71 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05837, over 18375.24 utterances.], batch size: 114, lr: 2.82e-04
2022-08-29 09:30:09,203 INFO [train.py:927] (4/8) Epoch 14, batch 3300, giga_loss[loss=0.1867, simple_loss=0.2805, pruned_loss=0.04642, over 12422.00 frames. utt_duration=310 frames, utt_pad_proportion=0.0491, over 161.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2821, pruned_loss=0.05679, over 2472974.76 frames. utt_duration=567.4 frames, utt_pad_proportion=0.0551, over 17480.59 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2837, pruned_loss=0.05263, over 2048947.73 frames. utt_duration=1292 frames, utt_pad_proportion=0.04781, over 6350.07 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2825, pruned_loss=0.05726, over 2473525.12 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05607, over 18567.88 utterances.], batch size: 161, lr: 2.82e-04
2022-08-29 09:31:47,192 INFO [train.py:927] (4/8) Epoch 14, batch 3350, giga_loss[loss=0.1892, simple_loss=0.2694, pruned_loss=0.05447, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03324, over 62.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2809, pruned_loss=0.05644, over 2473580.77 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05711, over 17529.93 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2838, pruned_loss=0.05273, over 2063695.46 frames. utt_duration=1297 frames, utt_pad_proportion=0.04659, over 6372.58 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2811, pruned_loss=0.05685, over 2473920.48 frames. utt_duration=530.5 frames, utt_pad_proportion=0.05817, over 18706.34 utterances.], batch size: 62, lr: 2.82e-04
2022-08-29 09:33:26,752 INFO [train.py:927] (4/8) Epoch 14, batch 3400, giga_loss[loss=0.2195, simple_loss=0.3068, pruned_loss=0.06609, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03267, over 80.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.282, pruned_loss=0.05636, over 2472913.73 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05342, over 17072.33 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2837, pruned_loss=0.05272, over 2071474.53 frames. utt_duration=1299 frames, utt_pad_proportion=0.0458, over 6386.99 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2822, pruned_loss=0.05676, over 2473480.51 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05481, over 18177.66 utterances.], batch size: 80, lr: 2.82e-04
2022-08-29 09:35:05,250 INFO [train.py:927] (4/8) Epoch 14, batch 3450, giga_loss[loss=0.2131, simple_loss=0.2971, pruned_loss=0.06453, over 12401.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0348, over 80.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2835, pruned_loss=0.05634, over 2473436.85 frames. utt_duration=585.7 frames, utt_pad_proportion=0.054, over 16936.54 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2838, pruned_loss=0.05283, over 2085325.43 frames. utt_duration=1302 frames, utt_pad_proportion=0.04479, over 6416.00 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2834, pruned_loss=0.05669, over 2473879.12 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0555, over 18127.51 utterances.], batch size: 80, lr: 2.82e-04
2022-08-29 09:36:53,134 INFO [train.py:927] (4/8) Epoch 14, batch 3500, giga_loss[loss=0.2176, simple_loss=0.3033, pruned_loss=0.06594, over 12333.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0336, over 97.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2864, pruned_loss=0.0576, over 2473583.01 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05549, over 17170.02 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2843, pruned_loss=0.05316, over 2098480.35 frames. utt_duration=1292 frames, utt_pad_proportion=0.04837, over 6503.26 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.286, pruned_loss=0.05776, over 2474150.70 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05565, over 18391.89 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:38:36,404 INFO [train.py:927] (4/8) Epoch 14, batch 3550, giga_loss[loss=0.2345, simple_loss=0.3191, pruned_loss=0.07494, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2923, pruned_loss=0.06218, over 2473117.71 frames. utt_duration=562.8 frames, utt_pad_proportion=0.0612, over 17624.11 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2839, pruned_loss=0.05299, over 2114157.94 frames. utt_duration=1299 frames, utt_pad_proportion=0.04651, over 6516.50 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2925, pruned_loss=0.06268, over 2474348.40 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06159, over 19029.12 utterances.], batch size: 70, lr: 2.82e-04
2022-08-29 09:40:18,448 INFO [train.py:927] (4/8) Epoch 14, batch 3600, giga_loss[loss=0.232, simple_loss=0.3121, pruned_loss=0.07594, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04545, over 26.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3001, pruned_loss=0.06735, over 2473620.50 frames. utt_duration=510.5 frames, utt_pad_proportion=0.07172, over 19437.58 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2839, pruned_loss=0.05292, over 2117658.96 frames. utt_duration=1301 frames, utt_pad_proportion=0.04611, over 6516.33 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3004, pruned_loss=0.06793, over 2474679.04 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0716, over 20656.85 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 09:42:00,728 INFO [train.py:927] (4/8) Epoch 14, batch 3650, giga_loss[loss=0.3124, simple_loss=0.3579, pruned_loss=0.1335, over 12360.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07261, over 2473971.23 frames. utt_duration=490.8 frames, utt_pad_proportion=0.0763, over 20223.85 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2842, pruned_loss=0.05302, over 2122866.27 frames. utt_duration=1303 frames, utt_pad_proportion=0.04554, over 6526.57 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3073, pruned_loss=0.07321, over 2474882.23 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07626, over 21352.95 utterances.], batch size: 371, lr: 2.82e-04
2022-08-29 09:43:42,521 INFO [train.py:927] (4/8) Epoch 14, batch 3700, giga_loss[loss=0.2596, simple_loss=0.3393, pruned_loss=0.08994, over 12449.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03532, over 123.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3107, pruned_loss=0.07513, over 2473588.12 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07697, over 20342.23 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2848, pruned_loss=0.05333, over 2127903.77 frames. utt_duration=1303 frames, utt_pad_proportion=0.04489, over 6537.62 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3108, pruned_loss=0.07563, over 2474488.80 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07722, over 21407.16 utterances.], batch size: 123, lr: 2.82e-04
2022-08-29 09:45:27,557 INFO [train.py:927] (4/8) Epoch 14, batch 3750, giga_loss[loss=0.2938, simple_loss=0.3558, pruned_loss=0.1159, over 12439.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04136, over 146.00 utterances.], tot_loss[loss=0.237, simple_loss=0.315, pruned_loss=0.07957, over 2472872.51 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07581, over 20895.65 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2845, pruned_loss=0.05318, over 2132620.35 frames. utt_duration=1307 frames, utt_pad_proportion=0.04436, over 6532.56 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3156, pruned_loss=0.08038, over 2473966.13 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07632, over 21924.76 utterances.], batch size: 146, lr: 2.82e-04
2022-08-29 09:47:13,256 INFO [train.py:927] (4/8) Epoch 14, batch 3800, giga_loss[loss=0.3529, simple_loss=0.3867, pruned_loss=0.1595, over 12370.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1058, over 258.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3182, pruned_loss=0.08211, over 2472786.18 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07859, over 21439.18 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2842, pruned_loss=0.05302, over 2138901.72 frames. utt_duration=1312 frames, utt_pad_proportion=0.04362, over 6530.91 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3195, pruned_loss=0.08337, over 2474075.60 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07923, over 22517.91 utterances.], batch size: 258, lr: 2.82e-04
2022-08-29 09:48:56,712 INFO [train.py:927] (4/8) Epoch 14, batch 3850, giga_loss[loss=0.2247, simple_loss=0.3119, pruned_loss=0.06872, over 12476.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02927, over 55.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3187, pruned_loss=0.08285, over 2473579.22 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07848, over 21477.97 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2841, pruned_loss=0.05284, over 2147290.43 frames. utt_duration=1314 frames, utt_pad_proportion=0.04272, over 6542.54 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3205, pruned_loss=0.08459, over 2474496.71 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07944, over 22640.72 utterances.], batch size: 55, lr: 2.82e-04
2022-08-29 09:50:43,287 INFO [train.py:927] (4/8) Epoch 14, batch 3900, giga_loss[loss=0.2652, simple_loss=0.3262, pruned_loss=0.1021, over 12369.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1989, over 367.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3196, pruned_loss=0.08259, over 2473799.09 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0797, over 21234.20 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2845, pruned_loss=0.05302, over 2158416.97 frames. utt_duration=1310 frames, utt_pad_proportion=0.0428, over 6598.00 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3219, pruned_loss=0.08477, over 2474645.04 frames. utt_duration=440 frames, utt_pad_proportion=0.08079, over 22573.05 utterances.], batch size: 367, lr: 2.82e-04
2022-08-29 09:52:26,560 INFO [train.py:927] (4/8) Epoch 14, batch 3950, giga_loss[loss=0.208, simple_loss=0.3095, pruned_loss=0.05329, over 12294.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.04723, over 26.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3188, pruned_loss=0.08168, over 2473822.94 frames. utt_duration=466.9 frames, utt_pad_proportion=0.08006, over 21259.79 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2838, pruned_loss=0.05287, over 2164643.98 frames. utt_duration=1316 frames, utt_pad_proportion=0.04219, over 6585.14 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3217, pruned_loss=0.08405, over 2474515.27 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08123, over 22590.80 utterances.], batch size: 26, lr: 2.82e-04
2022-08-29 09:54:12,877 INFO [train.py:927] (4/8) Epoch 14, batch 4000, giga_loss[loss=0.2231, simple_loss=0.3123, pruned_loss=0.0669, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3179, pruned_loss=0.0798, over 2473970.83 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07537, over 21107.39 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2833, pruned_loss=0.05265, over 2171665.52 frames. utt_duration=1323 frames, utt_pad_proportion=0.04175, over 6571.70 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3214, pruned_loss=0.08246, over 2475072.67 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07692, over 22498.84 utterances.], batch size: 48, lr: 2.82e-04
2022-08-29 09:55:57,281 INFO [train.py:927] (4/8) Epoch 14, batch 4050, giga_loss[loss=0.1944, simple_loss=0.277, pruned_loss=0.0559, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04837, over 34.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3162, pruned_loss=0.07732, over 2474238.64 frames. utt_duration=460.1 frames, utt_pad_proportion=0.08211, over 21576.01 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2856, pruned_loss=0.05248, over 2182169.70 frames. utt_duration=1327 frames, utt_pad_proportion=0.04078, over 6586.45 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3182, pruned_loss=0.08041, over 2475069.47 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08349, over 23142.80 utterances.], batch size: 34, lr: 2.82e-04
2022-08-29 09:57:41,552 INFO [train.py:927] (4/8) Epoch 14, batch 4100, giga_loss[loss=0.2155, simple_loss=0.3001, pruned_loss=0.06539, over 12405.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04889, over 34.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3149, pruned_loss=0.0766, over 2474673.12 frames. utt_duration=468 frames, utt_pad_proportion=0.07691, over 21214.64 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.0525, over 2187894.86 frames. utt_duration=1331 frames, utt_pad_proportion=0.04011, over 6584.69 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3171, pruned_loss=0.07947, over 2475412.59 frames. utt_duration=437 frames, utt_pad_proportion=0.07872, over 22731.82 utterances.], batch size: 34, lr: 2.81e-04
2022-08-29 09:59:34,953 INFO [train.py:927] (4/8) Epoch 14, batch 4150, libri_loss[loss=0.1675, simple_loss=0.2612, pruned_loss=0.03692, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00598, over 32.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3133, pruned_loss=0.07544, over 2473811.40 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07723, over 20723.00 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2849, pruned_loss=0.05225, over 2196021.44 frames. utt_duration=1335 frames, utt_pad_proportion=0.03934, over 6588.99 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3164, pruned_loss=0.07862, over 2474759.31 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07923, over 22340.93 utterances.], batch size: 32, lr: 2.81e-04
2022-08-29 10:01:19,687 INFO [train.py:927] (4/8) Epoch 14, batch 4200, giga_loss[loss=0.2287, simple_loss=0.3242, pruned_loss=0.06659, over 12458.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.231, simple_loss=0.314, pruned_loss=0.07402, over 2474093.13 frames. utt_duration=481.2 frames, utt_pad_proportion=0.0745, over 20625.71 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2851, pruned_loss=0.0522, over 2201442.17 frames. utt_duration=1335 frames, utt_pad_proportion=0.03864, over 6603.08 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3168, pruned_loss=0.07699, over 2474942.90 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07669, over 22152.20 utterances.], batch size: 75, lr: 2.81e-04
2022-08-29 10:03:05,602 INFO [train.py:927] (4/8) Epoch 14, batch 4250, giga_loss[loss=0.2418, simple_loss=0.3163, pruned_loss=0.08365, over 12259.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02809, over 54.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3138, pruned_loss=0.07463, over 2474145.10 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07423, over 21042.30 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2851, pruned_loss=0.05226, over 2202884.96 frames. utt_duration=1335 frames, utt_pad_proportion=0.03847, over 6609.07 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3161, pruned_loss=0.077, over 2474741.90 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07604, over 22292.77 utterances.], batch size: 54, lr: 2.81e-04
2022-08-29 10:04:52,490 INFO [train.py:927] (4/8) Epoch 14, batch 4300, giga_loss[loss=0.2026, simple_loss=0.2878, pruned_loss=0.05873, over 12377.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02504, over 66.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3119, pruned_loss=0.0745, over 2474712.27 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07393, over 20933.03 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2854, pruned_loss=0.05239, over 2208527.74 frames. utt_duration=1331 frames, utt_pad_proportion=0.03834, over 6643.47 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07667, over 2474966.18 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07564, over 22145.58 utterances.], batch size: 66, lr: 2.81e-04
2022-08-29 10:06:42,115 INFO [train.py:927] (4/8) Epoch 14, batch 4350, giga_loss[loss=0.2464, simple_loss=0.3241, pruned_loss=0.08432, over 12446.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.0317, over 55.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3116, pruned_loss=0.0736, over 2475181.12 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07013, over 19968.55 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.05245, over 2212472.64 frames. utt_duration=1332 frames, utt_pad_proportion=0.03791, over 6650.76 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3136, pruned_loss=0.07558, over 2475416.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.072, over 21115.23 utterances.], batch size: 55, lr: 2.81e-04
2022-08-29 10:08:24,964 INFO [train.py:927] (4/8) Epoch 14, batch 4400, giga_loss[loss=0.2652, simple_loss=0.3273, pruned_loss=0.1016, over 12391.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3111, pruned_loss=0.0729, over 2475555.27 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07068, over 20099.47 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2858, pruned_loss=0.05256, over 2218947.77 frames. utt_duration=1334 frames, utt_pad_proportion=0.03722, over 6659.35 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3131, pruned_loss=0.07486, over 2475747.83 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0726, over 21311.34 utterances.], batch size: 259, lr: 2.81e-04
2022-08-29 10:10:10,155 INFO [train.py:927] (4/8) Epoch 14, batch 4450, giga_loss[loss=0.2062, simple_loss=0.291, pruned_loss=0.06076, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3082, pruned_loss=0.0719, over 2474327.99 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07239, over 19727.05 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05249, over 2228382.13 frames. utt_duration=1336 frames, utt_pad_proportion=0.03688, over 6680.76 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3107, pruned_loss=0.07426, over 2475054.10 frames. utt_duration=469 frames, utt_pad_proportion=0.07444, over 21173.97 utterances.], batch size: 105, lr: 2.81e-04
2022-08-29 10:11:57,605 INFO [train.py:927] (4/8) Epoch 14, batch 4500, giga_loss[loss=0.2614, simple_loss=0.3257, pruned_loss=0.09849, over 12417.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07624, over 213.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3079, pruned_loss=0.07303, over 2473572.93 frames. utt_duration=490 frames, utt_pad_proportion=0.07691, over 20253.30 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2862, pruned_loss=0.05272, over 2232214.54 frames. utt_duration=1334 frames, utt_pad_proportion=0.03658, over 6699.48 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07498, over 2473997.32 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07854, over 21560.07 utterances.], batch size: 213, lr: 2.81e-04
2022-08-29 10:13:39,508 INFO [train.py:927] (4/8) Epoch 14, batch 4550, giga_loss[loss=0.2044, simple_loss=0.2972, pruned_loss=0.05578, over 12321.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.03083, over 66.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3073, pruned_loss=0.0731, over 2473704.89 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07398, over 20068.49 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05284, over 2238053.50 frames. utt_duration=1328 frames, utt_pad_proportion=0.03734, over 6748.31 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.309, pruned_loss=0.07504, over 2474195.62 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07557, over 21383.01 utterances.], batch size: 66, lr: 2.81e-04
2022-08-29 10:15:25,427 INFO [train.py:927] (4/8) Epoch 14, batch 4600, libri_loss[loss=0.1677, simple_loss=0.257, pruned_loss=0.03917, over 12400.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.006939, over 30.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3068, pruned_loss=0.07279, over 2474089.21 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07579, over 20286.66 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2862, pruned_loss=0.05279, over 2246081.81 frames. utt_duration=1317 frames, utt_pad_proportion=0.04236, over 6827.73 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07507, over 2474566.52 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07614, over 21724.46 utterances.], batch size: 30, lr: 2.81e-04
2022-08-29 10:17:07,580 INFO [train.py:927] (4/8) Epoch 14, batch 4650, giga_loss[loss=0.2255, simple_loss=0.3127, pruned_loss=0.06919, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07266, over 2474610.03 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07755, over 20466.94 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05306, over 2253757.58 frames. utt_duration=1317 frames, utt_pad_proportion=0.04236, over 6853.17 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07491, over 2475166.40 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07811, over 22036.43 utterances.], batch size: 113, lr: 2.81e-04
2022-08-29 10:18:52,258 INFO [train.py:927] (4/8) Epoch 14, batch 4700, giga_loss[loss=0.2604, simple_loss=0.3377, pruned_loss=0.09151, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3073, pruned_loss=0.07243, over 2475434.76 frames. utt_duration=473.2 frames, utt_pad_proportion=0.08144, over 20991.69 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05331, over 2259402.63 frames. utt_duration=1296 frames, utt_pad_proportion=0.04785, over 6981.07 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3091, pruned_loss=0.07444, over 2475726.42 frames. utt_duration=443 frames, utt_pad_proportion=0.08051, over 22428.91 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 10:20:41,620 INFO [train.py:927] (4/8) Epoch 14, batch 4750, giga_loss[loss=0.3011, simple_loss=0.3606, pruned_loss=0.1208, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07477, over 212.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3094, pruned_loss=0.07419, over 2475758.90 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07687, over 21064.82 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2873, pruned_loss=0.05331, over 2263800.91 frames. utt_duration=1296 frames, utt_pad_proportion=0.04713, over 6995.34 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3111, pruned_loss=0.07617, over 2475892.86 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07679, over 22450.42 utterances.], batch size: 212, lr: 2.81e-04
2022-08-29 10:22:24,841 INFO [train.py:927] (4/8) Epoch 14, batch 4800, giga_loss[loss=0.2358, simple_loss=0.3122, pruned_loss=0.07966, over 12303.00 frames. utt_duration=849.9 frames, utt_pad_proportion=0.0364, over 58.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3106, pruned_loss=0.07636, over 2475631.01 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07837, over 21544.21 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2874, pruned_loss=0.05339, over 2266689.51 frames. utt_duration=1293 frames, utt_pad_proportion=0.04765, over 7019.13 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3122, pruned_loss=0.07815, over 2476007.10 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07825, over 22813.59 utterances.], batch size: 58, lr: 2.81e-04
2022-08-29 10:24:08,791 INFO [train.py:927] (4/8) Epoch 14, batch 4850, giga_loss[loss=0.2342, simple_loss=0.302, pruned_loss=0.0832, over 12424.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04216, over 31.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3103, pruned_loss=0.07654, over 2475716.89 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07638, over 20964.87 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05345, over 2272992.13 frames. utt_duration=1296 frames, utt_pad_proportion=0.04689, over 7024.75 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3123, pruned_loss=0.07854, over 2475934.04 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07686, over 22354.81 utterances.], batch size: 31, lr: 2.81e-04
2022-08-29 10:25:49,988 INFO [train.py:927] (4/8) Epoch 14, batch 4900, giga_loss[loss=0.231, simple_loss=0.3021, pruned_loss=0.07991, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03106, over 80.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.0748, over 2474983.51 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07767, over 21019.55 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05344, over 2274858.12 frames. utt_duration=1297 frames, utt_pad_proportion=0.0465, over 7023.49 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3113, pruned_loss=0.07659, over 2475290.89 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07821, over 22244.57 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 10:27:36,189 INFO [train.py:927] (4/8) Epoch 14, batch 4950, giga_loss[loss=0.2112, simple_loss=0.2947, pruned_loss=0.06389, over 12426.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03869, over 105.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3073, pruned_loss=0.07349, over 2475495.09 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07551, over 20113.83 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2878, pruned_loss=0.05367, over 2284617.78 frames. utt_duration=1283 frames, utt_pad_proportion=0.05117, over 7132.38 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07565, over 2475778.53 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07537, over 21603.58 utterances.], batch size: 105, lr: 2.81e-04
2022-08-29 10:29:23,327 INFO [train.py:927] (4/8) Epoch 14, batch 5000, giga_loss[loss=0.3106, simple_loss=0.3757, pruned_loss=0.1227, over 12411.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04968, over 147.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3083, pruned_loss=0.07469, over 2475635.69 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07263, over 19976.77 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05384, over 2289332.87 frames. utt_duration=1286 frames, utt_pad_proportion=0.05049, over 7129.14 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3102, pruned_loss=0.07673, over 2475868.99 frames. utt_duration=463 frames, utt_pad_proportion=0.07308, over 21459.86 utterances.], batch size: 147, lr: 2.81e-04
2022-08-29 10:31:09,811 INFO [train.py:927] (4/8) Epoch 14, batch 5050, giga_loss[loss=0.2305, simple_loss=0.3283, pruned_loss=0.06637, over 12110.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04389, over 33.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3111, pruned_loss=0.07413, over 2475597.56 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07154, over 19649.37 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2882, pruned_loss=0.05395, over 2292243.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.05431, over 7201.81 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3126, pruned_loss=0.07592, over 2475670.10 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07093, over 20923.21 utterances.], batch size: 33, lr: 2.81e-04
2022-08-29 10:32:52,808 INFO [train.py:927] (4/8) Epoch 14, batch 5100, giga_loss[loss=0.2489, simple_loss=0.3263, pruned_loss=0.08577, over 12387.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3132, pruned_loss=0.07521, over 2476045.53 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06857, over 19664.83 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2883, pruned_loss=0.054, over 2295105.33 frames. utt_duration=1276 frames, utt_pad_proportion=0.0537, over 7203.81 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3147, pruned_loss=0.07686, over 2475988.19 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06852, over 20836.31 utterances.], batch size: 113, lr: 2.81e-04
2022-08-29 10:34:34,564 INFO [train.py:927] (4/8) Epoch 14, batch 5150, libri_loss[loss=0.2216, simple_loss=0.3089, pruned_loss=0.06709, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007159, over 37.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3131, pruned_loss=0.07546, over 2476357.69 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06818, over 19435.11 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.05379, over 2300587.26 frames. utt_duration=1281 frames, utt_pad_proportion=0.05249, over 7190.99 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3153, pruned_loss=0.07757, over 2476192.00 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0687, over 20734.11 utterances.], batch size: 37, lr: 2.81e-04
2022-08-29 10:36:18,120 INFO [train.py:927] (4/8) Epoch 14, batch 5200, giga_loss[loss=0.2192, simple_loss=0.2995, pruned_loss=0.06951, over 12321.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3119, pruned_loss=0.07544, over 2476053.61 frames. utt_duration=513.5 frames, utt_pad_proportion=0.0658, over 19341.83 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.05374, over 2304711.46 frames. utt_duration=1280 frames, utt_pad_proportion=0.05215, over 7213.30 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3142, pruned_loss=0.07765, over 2476109.51 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06659, over 20631.72 utterances.], batch size: 74, lr: 2.81e-04
2022-08-29 10:38:02,006 INFO [train.py:927] (4/8) Epoch 14, batch 5250, giga_loss[loss=0.2473, simple_loss=0.3077, pruned_loss=0.09348, over 12358.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2072, over 371.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3112, pruned_loss=0.07615, over 2475390.61 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07107, over 20341.82 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.288, pruned_loss=0.05373, over 2307308.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.0525, over 7242.81 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3132, pruned_loss=0.07819, over 2475381.37 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07139, over 21503.39 utterances.], batch size: 371, lr: 2.81e-04
2022-08-29 10:39:48,898 INFO [train.py:927] (4/8) Epoch 14, batch 5300, giga_loss[loss=0.2107, simple_loss=0.2856, pruned_loss=0.06789, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0367, over 37.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3094, pruned_loss=0.07539, over 2475281.81 frames. utt_duration=494 frames, utt_pad_proportion=0.0715, over 20102.36 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2875, pruned_loss=0.05349, over 2310204.86 frames. utt_duration=1281 frames, utt_pad_proportion=0.05175, over 7220.11 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3118, pruned_loss=0.07762, over 2475680.95 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07205, over 21281.11 utterances.], batch size: 37, lr: 2.81e-04
2022-08-29 10:41:31,532 INFO [train.py:927] (4/8) Epoch 14, batch 5350, giga_loss[loss=0.29, simple_loss=0.3544, pruned_loss=0.1128, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03544, over 43.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3082, pruned_loss=0.07515, over 2475234.82 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06897, over 19420.28 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05352, over 2315602.47 frames. utt_duration=1287 frames, utt_pad_proportion=0.05026, over 7207.56 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.311, pruned_loss=0.0776, over 2475815.87 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07023, over 20768.09 utterances.], batch size: 43, lr: 2.81e-04
2022-08-29 10:43:15,823 INFO [train.py:927] (4/8) Epoch 14, batch 5400, giga_loss[loss=0.2161, simple_loss=0.3086, pruned_loss=0.06183, over 12154.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03343, over 30.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.07514, over 2474266.80 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07109, over 19544.01 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2873, pruned_loss=0.05348, over 2321670.68 frames. utt_duration=1277 frames, utt_pad_proportion=0.05282, over 7278.30 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.312, pruned_loss=0.07793, over 2474936.23 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07148, over 21010.68 utterances.], batch size: 30, lr: 2.81e-04
2022-08-29 10:45:02,334 INFO [train.py:927] (4/8) Epoch 14, batch 5450, giga_loss[loss=0.2267, simple_loss=0.3167, pruned_loss=0.06837, over 12385.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02791, over 85.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3096, pruned_loss=0.07588, over 2473670.12 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07363, over 19660.26 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2873, pruned_loss=0.0535, over 2326021.18 frames. utt_duration=1266 frames, utt_pad_proportion=0.05691, over 7357.68 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3126, pruned_loss=0.07868, over 2474337.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07274, over 21088.78 utterances.], batch size: 85, lr: 2.81e-04
2022-08-29 10:46:46,762 INFO [train.py:927] (4/8) Epoch 14, batch 5500, giga_loss[loss=0.203, simple_loss=0.3062, pruned_loss=0.04989, over 12335.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02983, over 48.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3109, pruned_loss=0.07379, over 2472895.29 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07069, over 19016.58 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05359, over 2330586.43 frames. utt_duration=1263 frames, utt_pad_proportion=0.05652, over 7392.17 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3137, pruned_loss=0.07663, over 2473876.69 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07044, over 20516.81 utterances.], batch size: 48, lr: 2.81e-04
2022-08-29 10:48:31,411 INFO [train.py:927] (4/8) Epoch 14, batch 5550, giga_loss[loss=0.2616, simple_loss=0.3376, pruned_loss=0.09278, over 12385.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02993, over 97.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3125, pruned_loss=0.07367, over 2473107.82 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06442, over 18148.48 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2876, pruned_loss=0.05352, over 2336405.82 frames. utt_duration=1261 frames, utt_pad_proportion=0.05581, over 7419.39 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3158, pruned_loss=0.07679, over 2474305.77 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06513, over 19777.63 utterances.], batch size: 97, lr: 2.81e-04
2022-08-29 10:50:16,261 INFO [train.py:927] (4/8) Epoch 14, batch 5600, giga_loss[loss=0.2521, simple_loss=0.3331, pruned_loss=0.08557, over 12371.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0605, over 182.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3133, pruned_loss=0.07507, over 2473606.90 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06341, over 18439.50 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05332, over 2340856.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.05447, over 7382.41 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3172, pruned_loss=0.07839, over 2474799.63 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06454, over 20114.36 utterances.], batch size: 182, lr: 2.81e-04
2022-08-29 10:52:00,073 INFO [train.py:927] (4/8) Epoch 14, batch 5650, giga_loss[loss=0.2846, simple_loss=0.3423, pruned_loss=0.1135, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3139, pruned_loss=0.0758, over 2473783.91 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06819, over 19552.29 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2869, pruned_loss=0.0534, over 2343722.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05367, over 7377.86 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3175, pruned_loss=0.07877, over 2474520.90 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06907, over 21098.17 utterances.], batch size: 258, lr: 2.81e-04
2022-08-29 10:53:45,461 INFO [train.py:927] (4/8) Epoch 14, batch 5700, giga_loss[loss=0.2162, simple_loss=0.3041, pruned_loss=0.06419, over 12350.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3137, pruned_loss=0.07422, over 2473908.52 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06761, over 19177.84 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05315, over 2347273.25 frames. utt_duration=1275 frames, utt_pad_proportion=0.05281, over 7374.54 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3176, pruned_loss=0.07738, over 2474757.87 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06882, over 20737.78 utterances.], batch size: 91, lr: 2.81e-04
2022-08-29 10:55:30,372 INFO [train.py:927] (4/8) Epoch 14, batch 5750, giga_loss[loss=0.2334, simple_loss=0.3142, pruned_loss=0.07626, over 12420.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03829, over 133.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3143, pruned_loss=0.07539, over 2473318.13 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07164, over 19977.47 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.0531, over 2351156.14 frames. utt_duration=1266 frames, utt_pad_proportion=0.05436, over 7436.68 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3184, pruned_loss=0.07867, over 2474426.95 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0721, over 21571.02 utterances.], batch size: 133, lr: 2.81e-04
2022-08-29 10:57:15,304 INFO [train.py:927] (4/8) Epoch 14, batch 5800, giga_loss[loss=0.3059, simple_loss=0.346, pruned_loss=0.1329, over 12326.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.1963, over 367.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3127, pruned_loss=0.07534, over 2473823.76 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07643, over 20378.47 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.05308, over 2352279.36 frames. utt_duration=1267 frames, utt_pad_proportion=0.05393, over 7435.34 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3161, pruned_loss=0.07813, over 2474776.23 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07668, over 21745.35 utterances.], batch size: 367, lr: 2.81e-04
2022-08-29 10:59:02,260 INFO [train.py:927] (4/8) Epoch 14, batch 5850, giga_loss[loss=0.1991, simple_loss=0.2857, pruned_loss=0.05622, over 12360.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3104, pruned_loss=0.07434, over 2474274.62 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07254, over 19903.01 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.0531, over 2354683.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05311, over 7419.82 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3136, pruned_loss=0.07691, over 2475033.65 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07336, over 21224.68 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 11:00:54,365 INFO [train.py:927] (4/8) Epoch 14, batch 5900, giga_loss[loss=0.2513, simple_loss=0.3065, pruned_loss=0.09801, over 12366.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.31, pruned_loss=0.07518, over 2474681.71 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07633, over 20786.30 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2861, pruned_loss=0.05304, over 2356500.86 frames. utt_duration=1276 frames, utt_pad_proportion=0.05233, over 7397.57 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3132, pruned_loss=0.07763, over 2475768.92 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07705, over 22070.70 utterances.], batch size: 370, lr: 2.81e-04
2022-08-29 11:02:36,188 INFO [train.py:927] (4/8) Epoch 14, batch 5950, giga_loss[loss=0.254, simple_loss=0.3235, pruned_loss=0.0923, over 12390.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3078, pruned_loss=0.07278, over 2474945.25 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07469, over 20965.63 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05313, over 2358134.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05167, over 7392.63 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3103, pruned_loss=0.07492, over 2475919.47 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07564, over 22172.11 utterances.], batch size: 259, lr: 2.81e-04
2022-08-29 11:04:24,153 INFO [train.py:927] (4/8) Epoch 14, batch 6000, giga_loss[loss=0.2104, simple_loss=0.2935, pruned_loss=0.06365, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0242, over 45.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3063, pruned_loss=0.07139, over 2475084.37 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07299, over 20751.29 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2866, pruned_loss=0.05322, over 2360756.97 frames. utt_duration=1273 frames, utt_pad_proportion=0.05177, over 7426.36 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3087, pruned_loss=0.07344, over 2476116.30 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07406, over 21994.66 utterances.], batch size: 45, lr: 2.81e-04
2022-08-29 11:04:24,154 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 11:04:38,096 INFO [train.py:967] (4/8) 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 11:06:20,974 INFO [train.py:927] (4/8) Epoch 14, batch 6050, giga_loss[loss=0.2361, simple_loss=0.3134, pruned_loss=0.07943, over 12360.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0611, over 182.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3045, pruned_loss=0.07175, over 2474948.36 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0793, over 21560.07 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05327, over 2363639.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05126, over 7450.56 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3068, pruned_loss=0.07375, over 2475721.95 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08013, over 22829.81 utterances.], batch size: 182, lr: 2.81e-04
2022-08-29 11:08:01,266 INFO [train.py:927] (4/8) Epoch 14, batch 6100, giga_loss[loss=0.2286, simple_loss=0.3017, pruned_loss=0.07778, over 12320.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 370.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3048, pruned_loss=0.07146, over 2474986.68 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07774, over 21183.14 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05307, over 2368693.46 frames. utt_duration=1278 frames, utt_pad_proportion=0.04932, over 7419.92 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3079, pruned_loss=0.07407, over 2475970.65 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07945, over 22865.99 utterances.], batch size: 370, lr: 2.81e-04
2022-08-29 11:09:46,350 INFO [train.py:927] (4/8) Epoch 14, batch 6150, giga_loss[loss=0.2367, simple_loss=0.3141, pruned_loss=0.07967, over 12386.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03011, over 97.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.307, pruned_loss=0.07327, over 2475032.62 frames. utt_duration=444 frames, utt_pad_proportion=0.08311, over 22370.15 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2863, pruned_loss=0.05316, over 2369893.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.04991, over 7447.73 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3094, pruned_loss=0.07542, over 2475678.93 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08405, over 23802.14 utterances.], batch size: 97, lr: 2.81e-04
2022-08-29 11:11:30,443 INFO [train.py:927] (4/8) Epoch 14, batch 6200, giga_loss[loss=0.2737, simple_loss=0.3376, pruned_loss=0.1049, over 12459.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03731, over 40.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3069, pruned_loss=0.07369, over 2475236.18 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08348, over 21725.20 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.05303, over 2374196.27 frames. utt_duration=1280 frames, utt_pad_proportion=0.04867, over 7427.36 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3098, pruned_loss=0.07626, over 2475596.85 frames. utt_duration=424.2 frames, utt_pad_proportion=0.0849, over 23425.85 utterances.], batch size: 40, lr: 2.81e-04
2022-08-29 11:13:17,416 INFO [train.py:927] (4/8) Epoch 14, batch 6250, giga_loss[loss=0.2184, simple_loss=0.3023, pruned_loss=0.06719, over 12343.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03292, over 62.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.07419, over 2474921.53 frames. utt_duration=469.8 frames, utt_pad_proportion=0.08035, over 21140.07 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05312, over 2376723.76 frames. utt_duration=1270 frames, utt_pad_proportion=0.05252, over 7497.13 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3112, pruned_loss=0.07664, over 2475172.33 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08101, over 22755.20 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 11:15:02,103 INFO [train.py:927] (4/8) Epoch 14, batch 6300, giga_loss[loss=0.2448, simple_loss=0.3211, pruned_loss=0.08423, over 12366.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3096, pruned_loss=0.07534, over 2475296.20 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08229, over 21901.72 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.05304, over 2379881.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.05132, over 7476.05 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3127, pruned_loss=0.07807, over 2475720.09 frames. utt_duration=420 frames, utt_pad_proportion=0.0832, over 23662.19 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 11:16:48,086 INFO [train.py:927] (4/8) Epoch 14, batch 6350, giga_loss[loss=0.2322, simple_loss=0.3156, pruned_loss=0.07442, over 12402.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02311, over 66.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.312, pruned_loss=0.07575, over 2476133.69 frames. utt_duration=440.2 frames, utt_pad_proportion=0.08005, over 22573.37 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05312, over 2380385.98 frames. utt_duration=1271 frames, utt_pad_proportion=0.05187, over 7502.67 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3145, pruned_loss=0.07791, over 2476442.78 frames. utt_duration=414.4 frames, utt_pad_proportion=0.08081, over 23990.09 utterances.], batch size: 66, lr: 2.81e-04
2022-08-29 11:18:33,012 INFO [train.py:927] (4/8) Epoch 14, batch 6400, giga_loss[loss=0.2869, simple_loss=0.3462, pruned_loss=0.1139, over 12394.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3114, pruned_loss=0.07636, over 2476255.43 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07731, over 21916.32 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05318, over 2382347.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.05113, over 7493.64 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3137, pruned_loss=0.0784, over 2476453.99 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07841, over 23289.91 utterances.], batch size: 258, lr: 2.81e-04
2022-08-29 11:20:15,672 INFO [train.py:927] (4/8) Epoch 14, batch 6450, giga_loss[loss=0.2182, simple_loss=0.3007, pruned_loss=0.06782, over 12441.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02242, over 48.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3097, pruned_loss=0.07559, over 2475416.82 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07603, over 21560.53 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2856, pruned_loss=0.05296, over 2383595.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.05057, over 7463.03 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07778, over 2476110.08 frames. utt_duration=433.4 frames, utt_pad_proportion=0.0773, over 22929.16 utterances.], batch size: 48, lr: 2.81e-04
2022-08-29 11:21:58,704 INFO [train.py:927] (4/8) Epoch 14, batch 6500, giga_loss[loss=0.2211, simple_loss=0.3005, pruned_loss=0.07089, over 12385.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02894, over 51.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3086, pruned_loss=0.07531, over 2475333.66 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07455, over 21578.51 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.05295, over 2385346.98 frames. utt_duration=1283 frames, utt_pad_proportion=0.04968, over 7443.69 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3113, pruned_loss=0.07756, over 2476341.63 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07607, over 23001.21 utterances.], batch size: 51, lr: 2.81e-04
2022-08-29 11:23:42,847 INFO [train.py:927] (4/8) Epoch 14, batch 6550, giga_loss[loss=0.2174, simple_loss=0.3038, pruned_loss=0.06551, over 12423.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02721, over 58.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3085, pruned_loss=0.07513, over 2475754.79 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07286, over 20932.89 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.05298, over 2388247.19 frames. utt_duration=1267 frames, utt_pad_proportion=0.0548, over 7551.13 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3112, pruned_loss=0.07753, over 2476350.74 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07296, over 22349.75 utterances.], batch size: 58, lr: 2.81e-04
2022-08-29 11:25:26,988 INFO [train.py:927] (4/8) Epoch 14, batch 6600, giga_loss[loss=0.2117, simple_loss=0.2966, pruned_loss=0.0634, over 12423.00 frames. utt_duration=664 frames, utt_pad_proportion=0.0335, over 75.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3109, pruned_loss=0.07728, over 2474974.71 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07017, over 20726.06 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.05297, over 2389282.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05418, over 7533.97 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.07948, over 2475677.89 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07065, over 22033.02 utterances.], batch size: 75, lr: 2.80e-04
2022-08-29 11:27:10,183 INFO [train.py:927] (4/8) Epoch 14, batch 6650, giga_loss[loss=0.2142, simple_loss=0.2987, pruned_loss=0.06483, over 12327.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03094, over 85.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3126, pruned_loss=0.07913, over 2474910.33 frames. utt_duration=459.6 frames, utt_pad_proportion=0.074, over 21610.68 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2857, pruned_loss=0.05302, over 2390258.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.0547, over 7558.65 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3147, pruned_loss=0.08102, over 2475358.99 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07408, over 22729.69 utterances.], batch size: 85, lr: 2.80e-04
2022-08-29 11:28:54,367 INFO [train.py:927] (4/8) Epoch 14, batch 6700, giga_loss[loss=0.3135, simple_loss=0.3748, pruned_loss=0.1261, over 12385.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07434, over 212.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3122, pruned_loss=0.07794, over 2474841.13 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07056, over 20875.89 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2859, pruned_loss=0.05298, over 2393006.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05338, over 7560.24 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08033, over 2475369.32 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07142, over 22219.77 utterances.], batch size: 212, lr: 2.80e-04
2022-08-29 11:30:36,690 INFO [train.py:927] (4/8) Epoch 14, batch 6750, libri_loss[loss=0.2129, simple_loss=0.3044, pruned_loss=0.06073, over 12279.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.06711, over 51.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3126, pruned_loss=0.07825, over 2474471.90 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06853, over 19931.70 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05283, over 2394663.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05289, over 7547.57 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3153, pruned_loss=0.08084, over 2475228.39 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06963, over 21299.67 utterances.], batch size: 51, lr: 2.80e-04
2022-08-29 11:32:20,159 INFO [train.py:927] (4/8) Epoch 14, batch 6800, giga_loss[loss=0.227, simple_loss=0.3141, pruned_loss=0.06997, over 12363.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03426, over 104.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3109, pruned_loss=0.07675, over 2473599.27 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06633, over 18938.30 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2852, pruned_loss=0.05264, over 2397431.69 frames. utt_duration=1279 frames, utt_pad_proportion=0.05112, over 7503.81 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3145, pruned_loss=0.08002, over 2474916.85 frames. utt_duration=482.7 frames, utt_pad_proportion=0.0682, over 20573.63 utterances.], batch size: 104, lr: 2.80e-04
2022-08-29 11:34:02,997 INFO [train.py:927] (4/8) Epoch 14, batch 6850, giga_loss[loss=0.2235, simple_loss=0.307, pruned_loss=0.07, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03842, over 113.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3117, pruned_loss=0.07595, over 2473686.39 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06836, over 18902.67 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2861, pruned_loss=0.05288, over 2398589.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05602, over 7611.11 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3141, pruned_loss=0.07864, over 2474710.11 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06808, over 20249.83 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 11:35:46,578 INFO [train.py:927] (4/8) Epoch 14, batch 6900, libri_loss[loss=0.1527, simple_loss=0.2461, pruned_loss=0.02968, over 12288.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009085, over 28.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3091, pruned_loss=0.07409, over 2473229.18 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06872, over 18634.59 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05256, over 2400667.39 frames. utt_duration=1269 frames, utt_pad_proportion=0.05473, over 7575.27 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3123, pruned_loss=0.07722, over 2474496.68 frames. utt_duration=494 frames, utt_pad_proportion=0.06903, over 20098.19 utterances.], batch size: 28, lr: 2.80e-04
2022-08-29 11:37:28,834 INFO [train.py:927] (4/8) Epoch 14, batch 6950, giga_loss[loss=0.2436, simple_loss=0.3171, pruned_loss=0.08505, over 12464.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04437, over 34.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3098, pruned_loss=0.07456, over 2472773.65 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0715, over 18799.32 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2857, pruned_loss=0.05268, over 2402942.51 frames. utt_duration=1270 frames, utt_pad_proportion=0.05376, over 7577.55 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.313, pruned_loss=0.07766, over 2473992.05 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07207, over 20327.05 utterances.], batch size: 34, lr: 2.80e-04
2022-08-29 11:39:15,738 INFO [train.py:927] (4/8) Epoch 14, batch 7000, giga_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.0811, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03971, over 113.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3101, pruned_loss=0.07595, over 2472992.65 frames. utt_duration=513.4 frames, utt_pad_proportion=0.07232, over 19323.41 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2857, pruned_loss=0.05266, over 2404305.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.05282, over 7559.25 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3131, pruned_loss=0.07893, over 2474279.38 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07314, over 20808.94 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 11:41:00,195 INFO [train.py:927] (4/8) Epoch 14, batch 7050, giga_loss[loss=0.2293, simple_loss=0.3078, pruned_loss=0.07543, over 12148.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04105, over 33.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3111, pruned_loss=0.07686, over 2473278.76 frames. utt_duration=500.4 frames, utt_pad_proportion=0.0733, over 19829.88 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05241, over 2405531.48 frames. utt_duration=1280 frames, utt_pad_proportion=0.05213, over 7527.29 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3145, pruned_loss=0.07985, over 2474414.71 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0742, over 21246.14 utterances.], batch size: 33, lr: 2.80e-04
2022-08-29 11:42:42,938 INFO [train.py:927] (4/8) Epoch 14, batch 7100, giga_loss[loss=0.2321, simple_loss=0.3206, pruned_loss=0.07178, over 12337.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03366, over 58.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07672, over 2473739.35 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07197, over 19460.62 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2857, pruned_loss=0.05259, over 2408185.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.05045, over 7515.28 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3148, pruned_loss=0.0799, over 2474682.41 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07366, over 21079.01 utterances.], batch size: 58, lr: 2.80e-04
2022-08-29 11:44:25,789 INFO [train.py:927] (4/8) Epoch 14, batch 7150, giga_loss[loss=0.1847, simple_loss=0.274, pruned_loss=0.04772, over 12145.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.0412, over 28.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07587, over 2473635.86 frames. utt_duration=514.3 frames, utt_pad_proportion=0.07145, over 19296.27 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05254, over 2410612.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.04949, over 7504.40 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3147, pruned_loss=0.07936, over 2474562.29 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07346, over 21053.11 utterances.], batch size: 28, lr: 2.80e-04
2022-08-29 11:46:07,132 INFO [train.py:927] (4/8) Epoch 14, batch 7200, giga_loss[loss=0.2146, simple_loss=0.2983, pruned_loss=0.06544, over 12383.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02441, over 70.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07547, over 2472958.14 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06674, over 18800.54 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05242, over 2411582.14 frames. utt_duration=1292 frames, utt_pad_proportion=0.0486, over 7476.05 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3139, pruned_loss=0.07886, over 2474209.45 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06917, over 20478.35 utterances.], batch size: 70, lr: 2.80e-04
2022-08-29 11:47:52,310 INFO [train.py:927] (4/8) Epoch 14, batch 7250, giga_loss[loss=0.2714, simple_loss=0.3333, pruned_loss=0.1047, over 12388.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06362, over 183.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3089, pruned_loss=0.07523, over 2473124.07 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06616, over 18977.00 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2851, pruned_loss=0.05236, over 2412040.89 frames. utt_duration=1293 frames, utt_pad_proportion=0.04822, over 7468.31 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3122, pruned_loss=0.07813, over 2474232.66 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06827, over 20394.01 utterances.], batch size: 183, lr: 2.80e-04
2022-08-29 11:49:36,338 INFO [train.py:927] (4/8) Epoch 14, batch 7300, giga_loss[loss=0.2262, simple_loss=0.3, pruned_loss=0.07619, over 12354.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03521, over 104.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3063, pruned_loss=0.07419, over 2473595.20 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06408, over 18817.36 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.285, pruned_loss=0.05223, over 2413721.43 frames. utt_duration=1297 frames, utt_pad_proportion=0.04728, over 7454.41 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3095, pruned_loss=0.07721, over 2474598.36 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06643, over 20272.34 utterances.], batch size: 104, lr: 2.80e-04
2022-08-29 11:51:20,175 INFO [train.py:927] (4/8) Epoch 14, batch 7350, giga_loss[loss=0.2003, simple_loss=0.2966, pruned_loss=0.052, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3052, pruned_loss=0.07422, over 2473869.77 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06807, over 19469.02 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2849, pruned_loss=0.05219, over 2414385.86 frames. utt_duration=1297 frames, utt_pad_proportion=0.04711, over 7452.50 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3081, pruned_loss=0.07692, over 2474857.75 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06978, over 20768.38 utterances.], batch size: 62, lr: 2.80e-04
2022-08-29 11:52:59,889 INFO [train.py:927] (4/8) Epoch 14, batch 7400, libri_loss[loss=0.1806, simple_loss=0.2763, pruned_loss=0.0425, over 12212.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007247, over 31.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3064, pruned_loss=0.07228, over 2474557.02 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06597, over 19679.84 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2854, pruned_loss=0.05246, over 2415910.55 frames. utt_duration=1284 frames, utt_pad_proportion=0.05174, over 7533.87 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07469, over 2475313.60 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06623, over 20925.60 utterances.], batch size: 31, lr: 2.80e-04
2022-08-29 11:54:45,108 INFO [train.py:927] (4/8) Epoch 14, batch 7450, libri_loss[loss=0.1877, simple_loss=0.2768, pruned_loss=0.0493, over 12334.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006379, over 33.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3031, pruned_loss=0.06867, over 2474383.74 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07065, over 20918.97 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.285, pruned_loss=0.05214, over 2417677.76 frames. utt_duration=1292 frames, utt_pad_proportion=0.05061, over 7492.77 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.306, pruned_loss=0.07147, over 2475228.91 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07107, over 22358.76 utterances.], batch size: 33, lr: 2.80e-04
2022-08-29 11:56:28,821 INFO [train.py:927] (4/8) Epoch 14, batch 7500, giga_loss[loss=0.1983, simple_loss=0.2883, pruned_loss=0.05417, over 12367.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3019, pruned_loss=0.06574, over 2475390.68 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06641, over 20687.86 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05214, over 2419436.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.05058, over 7537.15 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3046, pruned_loss=0.06839, over 2476008.65 frames. utt_duration=448 frames, utt_pad_proportion=0.06721, over 22179.91 utterances.], batch size: 182, lr: 2.80e-04
2022-08-29 11:58:13,192 INFO [train.py:927] (4/8) Epoch 14, batch 7550, giga_loss[loss=0.2259, simple_loss=0.3137, pruned_loss=0.06909, over 12390.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3028, pruned_loss=0.06566, over 2475733.82 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06626, over 21618.19 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2852, pruned_loss=0.05225, over 2420835.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.05025, over 7538.19 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3054, pruned_loss=0.06807, over 2476495.19 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06711, over 23198.96 utterances.], batch size: 146, lr: 2.80e-04
2022-08-29 11:59:55,435 INFO [train.py:927] (4/8) Epoch 14, batch 7600, giga_loss[loss=0.1985, simple_loss=0.2816, pruned_loss=0.05771, over 12108.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04531, over 33.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3009, pruned_loss=0.06457, over 2475125.17 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07192, over 22785.97 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05237, over 2422354.55 frames. utt_duration=1289 frames, utt_pad_proportion=0.04891, over 7527.53 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3032, pruned_loss=0.06681, over 2476053.38 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07278, over 24537.03 utterances.], batch size: 33, lr: 2.80e-04
2022-08-29 12:01:37,305 INFO [train.py:927] (4/8) Epoch 14, batch 7650, giga_loss[loss=0.2059, simple_loss=0.2916, pruned_loss=0.06007, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0725, over 212.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2992, pruned_loss=0.063, over 2475131.53 frames. utt_duration=427 frames, utt_pad_proportion=0.07129, over 23265.85 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05235, over 2422805.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.04856, over 7515.29 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3012, pruned_loss=0.06488, over 2475906.72 frames. utt_duration=400.9 frames, utt_pad_proportion=0.07215, over 24791.74 utterances.], batch size: 212, lr: 2.80e-04
2022-08-29 12:03:21,012 INFO [train.py:927] (4/8) Epoch 14, batch 7700, giga_loss[loss=0.1745, simple_loss=0.2584, pruned_loss=0.0453, over 12345.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1824, over 359.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2979, pruned_loss=0.0613, over 2475008.41 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07033, over 23377.89 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2858, pruned_loss=0.05243, over 2423636.69 frames. utt_duration=1280 frames, utt_pad_proportion=0.0524, over 7583.24 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2993, pruned_loss=0.06284, over 2475577.22 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07011, over 24735.08 utterances.], batch size: 359, lr: 2.80e-04
2022-08-29 12:05:04,985 INFO [train.py:927] (4/8) Epoch 14, batch 7750, giga_loss[loss=0.1962, simple_loss=0.2922, pruned_loss=0.05014, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03582, over 105.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2952, pruned_loss=0.06012, over 2475562.19 frames. utt_duration=419.3 frames, utt_pad_proportion=0.07063, over 23696.34 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05237, over 2423978.51 frames. utt_duration=1282 frames, utt_pad_proportion=0.05223, over 7574.32 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2966, pruned_loss=0.06141, over 2475937.34 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07051, over 24831.43 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 12:06:51,389 INFO [train.py:927] (4/8) Epoch 14, batch 7800, giga_loss[loss=0.209, simple_loss=0.2979, pruned_loss=0.06006, over 12386.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03418, over 80.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.05914, over 2475532.94 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07214, over 23823.46 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2851, pruned_loss=0.05218, over 2424407.50 frames. utt_duration=1286 frames, utt_pad_proportion=0.05171, over 7550.83 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2946, pruned_loss=0.06042, over 2476140.72 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07218, over 24948.19 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:08:51,378 INFO [train.py:927] (4/8) Epoch 14, batch 7850, giga_loss[loss=0.2033, simple_loss=0.2931, pruned_loss=0.05676, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03065, over 85.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05885, over 2476051.15 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07398, over 24936.72 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2854, pruned_loss=0.05231, over 2425227.03 frames. utt_duration=1285 frames, utt_pad_proportion=0.05123, over 7558.57 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2953, pruned_loss=0.05984, over 2476481.79 frames. utt_duration=381.6 frames, utt_pad_proportion=0.07417, over 26057.57 utterances.], batch size: 85, lr: 2.80e-04
2022-08-29 12:11:01,885 INFO [train.py:927] (4/8) Epoch 14, batch 7900, giga_loss[loss=0.1981, simple_loss=0.2866, pruned_loss=0.0548, over 12382.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03805, over 113.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2932, pruned_loss=0.05803, over 2476707.43 frames. utt_duration=398 frames, utt_pad_proportion=0.06969, over 24980.48 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05238, over 2425360.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.05102, over 7557.77 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.294, pruned_loss=0.05878, over 2477138.35 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07006, over 25925.82 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 12:13:07,528 INFO [train.py:927] (4/8) Epoch 14, batch 7950, libri_loss[loss=0.1907, simple_loss=0.2651, pruned_loss=0.05817, over 12185.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008496, over 30.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05682, over 2476675.37 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07041, over 25276.39 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05258, over 2425880.92 frames. utt_duration=1288 frames, utt_pad_proportion=0.05031, over 7543.68 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2927, pruned_loss=0.05733, over 2477480.86 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07096, over 26368.08 utterances.], batch size: 30, lr: 2.80e-04
2022-08-29 12:15:13,237 INFO [train.py:927] (4/8) Epoch 14, batch 8000, giga_loss[loss=0.2372, simple_loss=0.3249, pruned_loss=0.07475, over 12407.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.29, pruned_loss=0.05594, over 2476751.71 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06829, over 24753.74 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2857, pruned_loss=0.05259, over 2426889.55 frames. utt_duration=1286 frames, utt_pad_proportion=0.05018, over 7554.63 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05642, over 2477637.52 frames. utt_duration=382.3 frames, utt_pad_proportion=0.069, over 26013.30 utterances.], batch size: 133, lr: 2.80e-04
2022-08-29 12:17:07,468 INFO [train.py:927] (4/8) Epoch 14, batch 8050, giga_loss[loss=0.1811, simple_loss=0.2776, pruned_loss=0.04229, over 12357.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.05025, over 31.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2902, pruned_loss=0.05593, over 2477010.54 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06869, over 25262.16 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.0528, over 2427902.87 frames. utt_duration=1275 frames, utt_pad_proportion=0.05373, over 7626.38 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2904, pruned_loss=0.05619, over 2477696.96 frames. utt_duration=375 frames, utt_pad_proportion=0.06856, over 26521.71 utterances.], batch size: 31, lr: 2.80e-04
2022-08-29 12:19:25,841 INFO [train.py:927] (4/8) Epoch 14, batch 8100, giga_loss[loss=0.1842, simple_loss=0.2738, pruned_loss=0.04737, over 12327.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2888, pruned_loss=0.05492, over 2477231.37 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07296, over 26386.34 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05277, over 2428559.48 frames. utt_duration=1275 frames, utt_pad_proportion=0.0531, over 7628.95 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.289, pruned_loss=0.05519, over 2477833.39 frames. utt_duration=360.3 frames, utt_pad_proportion=0.07289, over 27606.19 utterances.], batch size: 58, lr: 2.80e-04
2022-08-29 12:21:25,606 INFO [train.py:927] (4/8) Epoch 14, batch 8150, giga_loss[loss=0.1876, simple_loss=0.2984, pruned_loss=0.03837, over 12319.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03282, over 70.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.0551, over 2477098.59 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07385, over 26391.19 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2865, pruned_loss=0.05295, over 2429414.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05729, over 7724.05 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2891, pruned_loss=0.0552, over 2477684.19 frames. utt_duration=360.4 frames, utt_pad_proportion=0.07285, over 27591.95 utterances.], batch size: 70, lr: 2.80e-04
2022-08-29 12:23:28,050 INFO [train.py:927] (4/8) Epoch 14, batch 8200, giga_loss[loss=0.204, simple_loss=0.2991, pruned_loss=0.05449, over 12403.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03197, over 122.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2927, pruned_loss=0.05511, over 2477829.32 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06904, over 26189.14 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2866, pruned_loss=0.05304, over 2430041.48 frames. utt_duration=1261 frames, utt_pad_proportion=0.05661, over 7716.23 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2926, pruned_loss=0.05515, over 2478376.99 frames. utt_duration=363.2 frames, utt_pad_proportion=0.06865, over 27389.11 utterances.], batch size: 122, lr: 2.80e-04
2022-08-29 12:25:34,946 INFO [train.py:927] (4/8) Epoch 14, batch 8250, giga_loss[loss=0.2046, simple_loss=0.3004, pruned_loss=0.05443, over 12329.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03215, over 58.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2932, pruned_loss=0.05416, over 2477786.36 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06793, over 26083.71 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05319, over 2430996.84 frames. utt_duration=1248 frames, utt_pad_proportion=0.0608, over 7798.74 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.293, pruned_loss=0.0541, over 2478430.51 frames. utt_duration=363.6 frames, utt_pad_proportion=0.06671, over 27359.90 utterances.], batch size: 58, lr: 2.80e-04
2022-08-29 12:27:37,619 INFO [train.py:927] (4/8) Epoch 14, batch 8300, giga_loss[loss=0.2209, simple_loss=0.3089, pruned_loss=0.0664, over 12404.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03393, over 122.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2948, pruned_loss=0.05532, over 2478201.00 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06764, over 25571.32 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.288, pruned_loss=0.05338, over 2433186.70 frames. utt_duration=1249 frames, utt_pad_proportion=0.05911, over 7799.48 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.294, pruned_loss=0.05519, over 2478599.20 frames. utt_duration=363.6 frames, utt_pad_proportion=0.06718, over 27354.83 utterances.], batch size: 122, lr: 2.80e-04
2022-08-29 12:30:03,161 INFO [train.py:927] (4/8) Epoch 14, batch 8350, giga_loss[loss=0.1665, simple_loss=0.2573, pruned_loss=0.03788, over 12428.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.06925, over 213.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2933, pruned_loss=0.05529, over 2478370.10 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06622, over 24631.34 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05326, over 2434990.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05818, over 7787.18 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2931, pruned_loss=0.05535, over 2478675.60 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06626, over 26697.20 utterances.], batch size: 213, lr: 2.80e-04
2022-08-29 12:32:11,097 INFO [train.py:927] (4/8) Epoch 14, batch 8400, giga_loss[loss=0.1939, simple_loss=0.2811, pruned_loss=0.05338, over 12347.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2902, pruned_loss=0.0539, over 2478720.19 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06787, over 24419.01 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05327, over 2435296.87 frames. utt_duration=1253 frames, utt_pad_proportion=0.05772, over 7786.30 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2901, pruned_loss=0.05396, over 2479084.87 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06795, over 26202.41 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 12:34:14,095 INFO [train.py:927] (4/8) Epoch 14, batch 8450, giga_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.0609, over 12348.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03024, over 91.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2912, pruned_loss=0.05468, over 2478251.90 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06598, over 24155.90 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.288, pruned_loss=0.05336, over 2435656.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.05733, over 7792.55 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2909, pruned_loss=0.05465, over 2478777.23 frames. utt_duration=386 frames, utt_pad_proportion=0.06629, over 25765.57 utterances.], batch size: 91, lr: 2.80e-04
2022-08-29 12:36:20,227 INFO [train.py:927] (4/8) Epoch 14, batch 8500, libri_loss[loss=0.1824, simple_loss=0.2663, pruned_loss=0.04926, over 12294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005717, over 32.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2897, pruned_loss=0.05469, over 2478052.13 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06674, over 24039.84 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2877, pruned_loss=0.05337, over 2436550.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05616, over 7767.96 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2897, pruned_loss=0.0547, over 2478793.59 frames. utt_duration=386 frames, utt_pad_proportion=0.0673, over 25766.70 utterances.], batch size: 32, lr: 2.80e-04
2022-08-29 12:38:25,964 INFO [train.py:927] (4/8) Epoch 14, batch 8550, giga_loss[loss=0.2063, simple_loss=0.297, pruned_loss=0.0578, over 12390.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07603, over 213.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05516, over 2478115.26 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07086, over 24962.37 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2878, pruned_loss=0.05329, over 2437374.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.0554, over 7760.75 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.29, pruned_loss=0.05526, over 2478692.19 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07131, over 26626.48 utterances.], batch size: 213, lr: 2.80e-04
2022-08-29 12:40:49,753 INFO [train.py:927] (4/8) Epoch 14, batch 8600, libri_loss[loss=0.1959, simple_loss=0.2866, pruned_loss=0.05261, over 12444.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01007, over 39.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2908, pruned_loss=0.05514, over 2478160.58 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06901, over 25195.56 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.05321, over 2438231.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05458, over 7746.99 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2911, pruned_loss=0.05534, over 2478751.95 frames. utt_duration=369.1 frames, utt_pad_proportion=0.06979, over 26946.16 utterances.], batch size: 39, lr: 2.80e-04
2022-08-29 12:42:57,725 INFO [train.py:927] (4/8) Epoch 14, batch 8650, giga_loss[loss=0.1834, simple_loss=0.274, pruned_loss=0.04638, over 12374.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04702, over 146.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2874, pruned_loss=0.05415, over 2477563.26 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0675, over 24225.02 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.05326, over 2439190.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.05751, over 7790.52 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.0543, over 2478439.41 frames. utt_duration=380.2 frames, utt_pad_proportion=0.0675, over 26157.93 utterances.], batch size: 146, lr: 2.80e-04
2022-08-29 12:44:52,921 INFO [train.py:927] (4/8) Epoch 14, batch 8700, giga_loss[loss=0.202, simple_loss=0.2912, pruned_loss=0.05643, over 12256.00 frames. utt_duration=962.4 frames, utt_pad_proportion=0.03949, over 51.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2847, pruned_loss=0.05335, over 2476671.50 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07085, over 24372.09 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.05328, over 2439602.18 frames. utt_duration=1261 frames, utt_pad_proportion=0.05581, over 7746.56 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2851, pruned_loss=0.05347, over 2478376.15 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07112, over 26557.35 utterances.], batch size: 51, lr: 2.80e-04
2022-08-29 12:46:48,299 INFO [train.py:927] (4/8) Epoch 14, batch 8750, giga_loss[loss=0.1552, simple_loss=0.256, pruned_loss=0.02723, over 12360.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.284, pruned_loss=0.05309, over 2476419.54 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07104, over 24202.57 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2869, pruned_loss=0.05314, over 2440864.21 frames. utt_duration=1269 frames, utt_pad_proportion=0.05395, over 7701.91 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2846, pruned_loss=0.05333, over 2478175.29 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07192, over 26710.19 utterances.], batch size: 66, lr: 2.80e-04
2022-08-29 12:48:54,431 INFO [train.py:927] (4/8) Epoch 14, batch 8800, giga_loss[loss=0.2207, simple_loss=0.3032, pruned_loss=0.06907, over 12461.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02771, over 80.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2825, pruned_loss=0.05208, over 2476732.60 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06758, over 23422.81 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.0532, over 2441190.50 frames. utt_duration=1271 frames, utt_pad_proportion=0.05326, over 7692.99 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.283, pruned_loss=0.0522, over 2478473.29 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06886, over 25720.92 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:51:11,542 INFO [train.py:927] (4/8) Epoch 14, batch 8850, libri_loss[loss=0.2017, simple_loss=0.3156, pruned_loss=0.04395, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006358, over 31.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2818, pruned_loss=0.05136, over 2477030.49 frames. utt_duration=418 frames, utt_pad_proportion=0.06851, over 23770.24 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.287, pruned_loss=0.05303, over 2441715.55 frames. utt_duration=1277 frames, utt_pad_proportion=0.05247, over 7658.00 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2818, pruned_loss=0.05157, over 2478786.95 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06975, over 26012.41 utterances.], batch size: 31, lr: 2.80e-04
2022-08-29 12:53:10,487 INFO [train.py:927] (4/8) Epoch 14, batch 8900, giga_loss[loss=0.166, simple_loss=0.2588, pruned_loss=0.03656, over 12371.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03572, over 132.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2827, pruned_loss=0.05182, over 2477410.62 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06627, over 23242.60 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2875, pruned_loss=0.05302, over 2442840.73 frames. utt_duration=1280 frames, utt_pad_proportion=0.05112, over 7645.80 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2821, pruned_loss=0.05195, over 2479099.21 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06799, over 25665.55 utterances.], batch size: 132, lr: 2.80e-04
2022-08-29 12:55:09,865 INFO [train.py:927] (4/8) Epoch 14, batch 8950, giga_loss[loss=0.1871, simple_loss=0.2824, pruned_loss=0.04593, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03647, over 37.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2816, pruned_loss=0.05099, over 2476771.40 frames. utt_duration=423.2 frames, utt_pad_proportion=0.0674, over 23478.94 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2871, pruned_loss=0.05284, over 2442845.29 frames. utt_duration=1284 frames, utt_pad_proportion=0.05049, over 7618.11 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2814, pruned_loss=0.05122, over 2478713.35 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06894, over 25710.26 utterances.], batch size: 37, lr: 2.80e-04
2022-08-29 12:57:14,883 INFO [train.py:927] (4/8) Epoch 14, batch 9000, giga_loss[loss=0.1951, simple_loss=0.2895, pruned_loss=0.05034, over 12369.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04309, over 133.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2838, pruned_loss=0.05114, over 2477259.79 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06737, over 23988.15 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2871, pruned_loss=0.05284, over 2442845.29 frames. utt_duration=1284 frames, utt_pad_proportion=0.05049, over 7618.11 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05132, over 2478771.24 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06857, over 25724.81 utterances.], batch size: 133, lr: 2.80e-04
2022-08-29 12:57:14,884 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 12:57:29,107 INFO [train.py:967] (4/8) 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 12:59:33,282 INFO [train.py:927] (4/8) Epoch 14, batch 9050, giga_loss[loss=0.1785, simple_loss=0.2718, pruned_loss=0.04259, over 12344.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2837, pruned_loss=0.0508, over 2477541.68 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06775, over 23839.98 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.287, pruned_loss=0.05279, over 2444121.02 frames. utt_duration=1282 frames, utt_pad_proportion=0.04981, over 7632.94 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2835, pruned_loss=0.05093, over 2478825.97 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06904, over 25814.44 utterances.], batch size: 62, lr: 2.80e-04
2022-08-29 13:01:36,356 INFO [train.py:927] (4/8) Epoch 14, batch 9100, giga_loss[loss=0.2159, simple_loss=0.2929, pruned_loss=0.06949, over 12387.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.283, pruned_loss=0.0504, over 2477332.02 frames. utt_duration=418.5 frames, utt_pad_proportion=0.0643, over 23748.77 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2869, pruned_loss=0.05268, over 2444227.73 frames. utt_duration=1284 frames, utt_pad_proportion=0.04942, over 7622.65 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05059, over 2478555.78 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06569, over 25463.14 utterances.], batch size: 257, lr: 2.79e-04
2022-08-29 13:03:29,484 INFO [train.py:927] (4/8) Epoch 14, batch 9150, giga_loss[loss=0.2085, simple_loss=0.3007, pruned_loss=0.05817, over 12390.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.06714, over 212.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05052, over 2477223.75 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06398, over 23190.58 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2866, pruned_loss=0.05259, over 2444875.94 frames. utt_duration=1289 frames, utt_pad_proportion=0.04864, over 7598.30 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2819, pruned_loss=0.0507, over 2478342.69 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06543, over 24924.23 utterances.], batch size: 212, lr: 2.79e-04
2022-08-29 13:05:33,561 INFO [train.py:927] (4/8) Epoch 14, batch 9200, giga_loss[loss=0.1715, simple_loss=0.2645, pruned_loss=0.03926, over 12376.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02608, over 48.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05182, over 2476934.84 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06471, over 23997.72 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2869, pruned_loss=0.05267, over 2445198.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.0527, over 7689.76 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2841, pruned_loss=0.05187, over 2478103.90 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06492, over 25563.68 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 13:07:27,051 INFO [train.py:927] (4/8) Epoch 14, batch 9250, giga_loss[loss=0.2402, simple_loss=0.3185, pruned_loss=0.08099, over 12410.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2859, pruned_loss=0.05294, over 2476934.15 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06725, over 24574.07 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2864, pruned_loss=0.05245, over 2445997.35 frames. utt_duration=1281 frames, utt_pad_proportion=0.05098, over 7643.74 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05315, over 2478409.30 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06787, over 26536.14 utterances.], batch size: 258, lr: 2.79e-04
2022-08-29 13:09:33,562 INFO [train.py:927] (4/8) Epoch 14, batch 9300, giga_loss[loss=0.2138, simple_loss=0.2988, pruned_loss=0.06441, over 12386.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07584, over 213.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05347, over 2477061.77 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06811, over 25371.16 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2863, pruned_loss=0.05247, over 2446187.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.05022, over 7624.03 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05364, over 2478592.21 frames. utt_duration=365.2 frames, utt_pad_proportion=0.06878, over 27235.46 utterances.], batch size: 213, lr: 2.79e-04
2022-08-29 13:11:40,688 INFO [train.py:927] (4/8) Epoch 14, batch 9350, giga_loss[loss=0.1853, simple_loss=0.2738, pruned_loss=0.04839, over 12483.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02254, over 55.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05322, over 2477340.21 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06876, over 25678.99 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2859, pruned_loss=0.05232, over 2446696.89 frames. utt_duration=1290 frames, utt_pad_proportion=0.04911, over 7594.79 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2867, pruned_loss=0.05352, over 2478964.60 frames. utt_duration=359.1 frames, utt_pad_proportion=0.06968, over 27707.46 utterances.], batch size: 55, lr: 2.79e-04
2022-08-29 13:13:42,161 INFO [train.py:927] (4/8) Epoch 14, batch 9400, giga_loss[loss=0.2369, simple_loss=0.3147, pruned_loss=0.07949, over 12402.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07055, over 212.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2863, pruned_loss=0.05345, over 2477648.06 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06666, over 25274.73 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2859, pruned_loss=0.05235, over 2447072.65 frames. utt_duration=1289 frames, utt_pad_proportion=0.04892, over 7602.73 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2867, pruned_loss=0.05367, over 2479017.69 frames. utt_duration=367 frames, utt_pad_proportion=0.06766, over 27108.06 utterances.], batch size: 212, lr: 2.79e-04
2022-08-29 13:15:41,796 INFO [train.py:927] (4/8) Epoch 14, batch 9450, giga_loss[loss=0.2107, simple_loss=0.2959, pruned_loss=0.06273, over 12418.00 frames. utt_duration=275.7 frames, utt_pad_proportion=0.05265, over 181.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2848, pruned_loss=0.05304, over 2476694.66 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06745, over 24361.40 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2857, pruned_loss=0.05214, over 2447795.26 frames. utt_duration=1289 frames, utt_pad_proportion=0.0476, over 7603.51 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2854, pruned_loss=0.05344, over 2478502.24 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06882, over 26625.75 utterances.], batch size: 181, lr: 2.79e-04
2022-08-29 13:17:40,327 INFO [train.py:927] (4/8) Epoch 14, batch 9500, giga_loss[loss=0.1958, simple_loss=0.3004, pruned_loss=0.04564, over 12352.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02787, over 48.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2842, pruned_loss=0.05206, over 2476444.85 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06801, over 23645.62 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2854, pruned_loss=0.05204, over 2447869.69 frames. utt_duration=1288 frames, utt_pad_proportion=0.04774, over 7612.45 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2848, pruned_loss=0.05248, over 2478326.57 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06917, over 25723.11 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 13:19:32,987 INFO [train.py:927] (4/8) Epoch 14, batch 9550, giga_loss[loss=0.1818, simple_loss=0.2815, pruned_loss=0.04102, over 12441.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02915, over 80.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.286, pruned_loss=0.05142, over 2476784.98 frames. utt_duration=430 frames, utt_pad_proportion=0.0643, over 23103.56 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2856, pruned_loss=0.05212, over 2447839.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.04737, over 7604.36 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2863, pruned_loss=0.05167, over 2478560.61 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06564, over 24890.98 utterances.], batch size: 80, lr: 2.79e-04
2022-08-29 13:21:42,965 INFO [train.py:927] (4/8) Epoch 14, batch 9600, giga_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05928, over 12449.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.056, over 182.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2857, pruned_loss=0.05136, over 2476847.45 frames. utt_duration=413.6 frames, utt_pad_proportion=0.0696, over 24025.52 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2854, pruned_loss=0.05207, over 2448225.83 frames. utt_duration=1291 frames, utt_pad_proportion=0.04702, over 7593.40 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2861, pruned_loss=0.05158, over 2478428.13 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07045, over 25723.02 utterances.], batch size: 182, lr: 2.79e-04
2022-08-29 13:23:54,365 INFO [train.py:927] (4/8) Epoch 14, batch 9650, giga_loss[loss=0.1799, simple_loss=0.2779, pruned_loss=0.04091, over 12412.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02501, over 48.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2858, pruned_loss=0.05084, over 2477363.20 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07078, over 24658.23 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2857, pruned_loss=0.05216, over 2448694.46 frames. utt_duration=1289 frames, utt_pad_proportion=0.04684, over 7608.27 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2859, pruned_loss=0.05092, over 2478702.91 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07157, over 26292.30 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 13:26:09,712 INFO [train.py:927] (4/8) Epoch 14, batch 9700, giga_loss[loss=0.2107, simple_loss=0.3025, pruned_loss=0.05951, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03176, over 40.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2884, pruned_loss=0.05155, over 2478003.08 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06788, over 24277.39 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2862, pruned_loss=0.05237, over 2449553.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.05147, over 7719.84 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2881, pruned_loss=0.05141, over 2478936.51 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06772, over 25867.96 utterances.], batch size: 40, lr: 2.79e-04
2022-08-29 13:28:27,175 INFO [train.py:927] (4/8) Epoch 14, batch 9750, giga_loss[loss=0.173, simple_loss=0.2612, pruned_loss=0.04245, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04091, over 37.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2883, pruned_loss=0.05135, over 2477520.50 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06489, over 23515.71 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2862, pruned_loss=0.05226, over 2449862.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05075, over 7710.55 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.288, pruned_loss=0.05132, over 2478494.27 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06521, over 25095.56 utterances.], batch size: 37, lr: 2.79e-04
2022-08-29 13:30:35,602 INFO [train.py:927] (4/8) Epoch 14, batch 9800, giga_loss[loss=0.1869, simple_loss=0.2908, pruned_loss=0.04154, over 12457.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03273, over 105.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2869, pruned_loss=0.05075, over 2477795.93 frames. utt_duration=429 frames, utt_pad_proportion=0.06091, over 23164.68 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2861, pruned_loss=0.05217, over 2450451.00 frames. utt_duration=1272 frames, utt_pad_proportion=0.04984, over 7712.26 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2868, pruned_loss=0.05078, over 2478796.52 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06176, over 24855.21 utterances.], batch size: 105, lr: 2.79e-04
2022-08-29 13:32:35,811 INFO [train.py:927] (4/8) Epoch 14, batch 9850, giga_loss[loss=0.2081, simple_loss=0.3006, pruned_loss=0.05781, over 12429.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03198, over 113.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2871, pruned_loss=0.05116, over 2477969.37 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06162, over 23252.83 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.286, pruned_loss=0.05219, over 2450701.10 frames. utt_duration=1263 frames, utt_pad_proportion=0.0539, over 7770.32 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2871, pruned_loss=0.05115, over 2479010.90 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06122, over 24818.42 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 13:34:32,145 INFO [train.py:927] (4/8) Epoch 14, batch 9900, giga_loss[loss=0.2042, simple_loss=0.2873, pruned_loss=0.06049, over 12426.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07626, over 213.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2887, pruned_loss=0.05203, over 2477476.68 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0603, over 23236.25 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2859, pruned_loss=0.05214, over 2451092.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.053, over 7746.27 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2889, pruned_loss=0.05205, over 2478541.91 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06034, over 24824.95 utterances.], batch size: 213, lr: 2.79e-04
2022-08-29 13:36:27,867 INFO [train.py:927] (4/8) Epoch 14, batch 9950, libri_loss[loss=0.1594, simple_loss=0.246, pruned_loss=0.03639, over 12220.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009476, over 29.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2873, pruned_loss=0.05197, over 2477486.57 frames. utt_duration=427.9 frames, utt_pad_proportion=0.05987, over 23223.99 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2861, pruned_loss=0.05224, over 2451703.87 frames. utt_duration=1252 frames, utt_pad_proportion=0.05734, over 7841.72 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2874, pruned_loss=0.05191, over 2478399.62 frames. utt_duration=401.8 frames, utt_pad_proportion=0.05889, over 24746.34 utterances.], batch size: 29, lr: 2.79e-04
2022-08-29 13:38:11,560 INFO [train.py:927] (4/8) Epoch 14, batch 10000, giga_loss[loss=0.2432, simple_loss=0.3292, pruned_loss=0.07862, over 12462.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02829, over 80.00 utterances.], tot_loss[loss=0.2, simple_loss=0.291, pruned_loss=0.05448, over 2477368.09 frames. utt_duration=436.6 frames, utt_pad_proportion=0.05986, over 22761.40 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2858, pruned_loss=0.05211, over 2451991.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.05675, over 7820.24 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2914, pruned_loss=0.05457, over 2478182.97 frames. utt_duration=410.8 frames, utt_pad_proportion=0.05928, over 24200.01 utterances.], batch size: 80, lr: 2.79e-04
2022-08-29 13:39:53,266 INFO [train.py:927] (4/8) Epoch 14, batch 10050, giga_loss[loss=0.2028, simple_loss=0.2913, pruned_loss=0.05714, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0381, over 37.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2955, pruned_loss=0.05677, over 2476571.16 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06108, over 21904.81 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2859, pruned_loss=0.05214, over 2451876.72 frames. utt_duration=1256 frames, utt_pad_proportion=0.05652, over 7816.14 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2957, pruned_loss=0.05683, over 2477439.92 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06062, over 23103.47 utterances.], batch size: 37, lr: 2.79e-04
2022-08-29 13:41:37,086 INFO [train.py:927] (4/8) Epoch 14, batch 10100, giga_loss[loss=0.1738, simple_loss=0.2591, pruned_loss=0.04431, over 12415.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03772, over 123.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2908, pruned_loss=0.05559, over 2476145.52 frames. utt_duration=459.3 frames, utt_pad_proportion=0.06047, over 21624.46 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2859, pruned_loss=0.05209, over 2452383.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.05593, over 7805.95 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2911, pruned_loss=0.05575, over 2476702.51 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06033, over 22766.42 utterances.], batch size: 123, lr: 2.79e-04
2022-08-29 13:43:20,784 INFO [train.py:927] (4/8) Epoch 14, batch 10150, giga_loss[loss=0.1564, simple_loss=0.2374, pruned_loss=0.03772, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02944, over 45.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2837, pruned_loss=0.05328, over 2476583.14 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06323, over 20889.07 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2861, pruned_loss=0.05217, over 2453084.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05537, over 7803.67 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2838, pruned_loss=0.05339, over 2476828.33 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06321, over 22035.53 utterances.], batch size: 45, lr: 2.79e-04
2022-08-29 13:45:03,035 INFO [train.py:927] (4/8) Epoch 14, batch 10200, giga_loss[loss=0.1482, simple_loss=0.2423, pruned_loss=0.02708, over 12435.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03231, over 75.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2765, pruned_loss=0.0509, over 2476063.26 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06196, over 20373.41 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.286, pruned_loss=0.05206, over 2453171.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.05514, over 7802.70 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2766, pruned_loss=0.05108, over 2476699.16 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06211, over 21577.18 utterances.], batch size: 75, lr: 2.79e-04
2022-08-29 13:46:45,777 INFO [train.py:927] (4/8) Epoch 14, batch 10250, giga_loss[loss=0.1774, simple_loss=0.2571, pruned_loss=0.04883, over 12435.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2725, pruned_loss=0.04959, over 2475690.39 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06618, over 20232.11 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2861, pruned_loss=0.05219, over 2453768.65 frames. utt_duration=1251 frames, utt_pad_proportion=0.05797, over 7855.77 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2721, pruned_loss=0.04958, over 2476367.12 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06529, over 21537.38 utterances.], batch size: 86, lr: 2.79e-04
2022-08-29 13:48:29,253 INFO [train.py:927] (4/8) Epoch 14, batch 10300, giga_loss[loss=0.1692, simple_loss=0.2564, pruned_loss=0.04096, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03397, over 85.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2679, pruned_loss=0.04833, over 2475030.30 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06671, over 19821.33 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2861, pruned_loss=0.05229, over 2454250.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05791, over 7865.09 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.2671, pruned_loss=0.04813, over 2475696.04 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06608, over 21188.74 utterances.], batch size: 85, lr: 2.79e-04
2022-08-29 13:50:09,185 INFO [train.py:927] (4/8) Epoch 14, batch 10350, giga_loss[loss=0.1705, simple_loss=0.2582, pruned_loss=0.04138, over 12376.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.1783, simple_loss=0.2634, pruned_loss=0.04663, over 2474147.01 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06983, over 20098.46 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2861, pruned_loss=0.05223, over 2454484.29 frames. utt_duration=1248 frames, utt_pad_proportion=0.05793, over 7875.97 utterances.], giga_tot_loss[loss=0.1776, simple_loss=0.2624, pruned_loss=0.04642, over 2474913.01 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06925, over 21455.40 utterances.], batch size: 182, lr: 2.79e-04
2022-08-29 13:51:51,865 INFO [train.py:927] (4/8) Epoch 14, batch 10400, giga_loss[loss=0.137, simple_loss=0.2235, pruned_loss=0.02528, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04903, over 34.00 utterances.], tot_loss[loss=0.1754, simple_loss=0.2599, pruned_loss=0.04546, over 2474224.77 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07015, over 19112.86 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2864, pruned_loss=0.05256, over 2455231.80 frames. utt_duration=1229 frames, utt_pad_proportion=0.06508, over 7998.26 utterances.], giga_tot_loss[loss=0.1738, simple_loss=0.258, pruned_loss=0.0448, over 2474768.94 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06741, over 20474.48 utterances.], batch size: 34, lr: 2.79e-04
2022-08-29 13:53:34,617 INFO [train.py:927] (4/8) Epoch 14, batch 10450, giga_loss[loss=0.1894, simple_loss=0.2791, pruned_loss=0.0498, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02993, over 91.00 utterances.], tot_loss[loss=0.1716, simple_loss=0.2556, pruned_loss=0.04378, over 2474703.38 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07535, over 19686.90 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2864, pruned_loss=0.05256, over 2455589.72 frames. utt_duration=1229 frames, utt_pad_proportion=0.06465, over 8000.25 utterances.], giga_tot_loss[loss=0.1701, simple_loss=0.2538, pruned_loss=0.04319, over 2474981.28 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07312, over 20854.55 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 13:55:17,650 INFO [train.py:927] (4/8) Epoch 14, batch 10500, giga_loss[loss=0.2298, simple_loss=0.3204, pruned_loss=0.06953, over 12344.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.1803, simple_loss=0.2645, pruned_loss=0.048, over 2474995.41 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07331, over 20109.79 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2862, pruned_loss=0.05246, over 2455812.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.06406, over 7983.30 utterances.], giga_tot_loss[loss=0.179, simple_loss=0.2629, pruned_loss=0.04751, over 2475266.27 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07191, over 21193.08 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 13:57:00,424 INFO [train.py:927] (4/8) Epoch 14, batch 10550, giga_loss[loss=0.1994, simple_loss=0.2929, pruned_loss=0.05291, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02498, over 54.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2742, pruned_loss=0.05195, over 2474503.18 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07555, over 19624.53 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2865, pruned_loss=0.05257, over 2456143.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.06353, over 7992.37 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2723, pruned_loss=0.05142, over 2474840.64 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07461, over 20751.25 utterances.], batch size: 54, lr: 2.79e-04
2022-08-29 13:58:42,230 INFO [train.py:927] (4/8) Epoch 14, batch 10600, giga_loss[loss=0.1972, simple_loss=0.2886, pruned_loss=0.05293, over 12405.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02533, over 91.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2791, pruned_loss=0.05364, over 2473631.06 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07268, over 19413.59 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2868, pruned_loss=0.0527, over 2456214.24 frames. utt_duration=1233 frames, utt_pad_proportion=0.06251, over 7977.62 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2772, pruned_loss=0.05311, over 2474155.85 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07248, over 20521.03 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 14:00:23,279 INFO [train.py:927] (4/8) Epoch 14, batch 10650, giga_loss[loss=0.2128, simple_loss=0.2867, pruned_loss=0.0694, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04481, over 28.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2826, pruned_loss=0.0555, over 2473109.47 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07172, over 18881.51 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05288, over 2456478.05 frames. utt_duration=1234 frames, utt_pad_proportion=0.0619, over 7975.04 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2809, pruned_loss=0.05494, over 2473510.30 frames. utt_duration=498.2 frames, utt_pad_proportion=0.0719, over 19917.78 utterances.], batch size: 28, lr: 2.79e-04
2022-08-29 14:02:07,024 INFO [train.py:927] (4/8) Epoch 14, batch 10700, giga_loss[loss=0.2034, simple_loss=0.2996, pruned_loss=0.05357, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03788, over 28.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2876, pruned_loss=0.0582, over 2473512.86 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07424, over 19551.89 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2864, pruned_loss=0.05282, over 2456722.07 frames. utt_duration=1238 frames, utt_pad_proportion=0.06113, over 7944.87 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2867, pruned_loss=0.0579, over 2473911.00 frames. utt_duration=481.7 frames, utt_pad_proportion=0.0746, over 20607.69 utterances.], batch size: 28, lr: 2.79e-04
2022-08-29 14:03:49,302 INFO [train.py:927] (4/8) Epoch 14, batch 10750, giga_loss[loss=0.2061, simple_loss=0.3011, pruned_loss=0.05555, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0356, over 86.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2908, pruned_loss=0.05922, over 2474059.31 frames. utt_duration=524.4 frames, utt_pad_proportion=0.07233, over 18924.84 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2859, pruned_loss=0.05273, over 2457566.55 frames. utt_duration=1247 frames, utt_pad_proportion=0.05918, over 7892.44 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2906, pruned_loss=0.05932, over 2474301.64 frames. utt_duration=489 frames, utt_pad_proportion=0.07362, over 20301.15 utterances.], batch size: 86, lr: 2.79e-04
2022-08-29 14:05:31,957 INFO [train.py:927] (4/8) Epoch 14, batch 10800, giga_loss[loss=0.2286, simple_loss=0.326, pruned_loss=0.06559, over 12411.00 frames. utt_duration=578.8 frames, utt_pad_proportion=0.03693, over 86.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.293, pruned_loss=0.05936, over 2473416.85 frames. utt_duration=541.9 frames, utt_pad_proportion=0.0742, over 18306.88 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05281, over 2458388.61 frames. utt_duration=1241 frames, utt_pad_proportion=0.06189, over 7931.27 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2932, pruned_loss=0.05953, over 2473303.24 frames. utt_duration=505 frames, utt_pad_proportion=0.07415, over 19649.52 utterances.], batch size: 86, lr: 2.79e-04
2022-08-29 14:07:13,515 INFO [train.py:927] (4/8) Epoch 14, batch 10850, giga_loss[loss=0.2253, simple_loss=0.3085, pruned_loss=0.07104, over 12318.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05873, over 2472763.79 frames. utt_duration=559.3 frames, utt_pad_proportion=0.07251, over 17731.42 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05271, over 2458488.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.06088, over 7915.57 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2943, pruned_loss=0.05918, over 2473130.16 frames. utt_duration=516.5 frames, utt_pad_proportion=0.07314, over 19208.24 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 14:08:58,550 INFO [train.py:927] (4/8) Epoch 14, batch 10900, giga_loss[loss=0.2417, simple_loss=0.3268, pruned_loss=0.07828, over 12452.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04263, over 114.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2942, pruned_loss=0.05891, over 2472313.46 frames. utt_duration=584 frames, utt_pad_proportion=0.06952, over 16978.13 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.285, pruned_loss=0.05259, over 2458652.61 frames. utt_duration=1252 frames, utt_pad_proportion=0.05944, over 7862.27 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05956, over 2472886.80 frames. utt_duration=536 frames, utt_pad_proportion=0.07091, over 18505.64 utterances.], batch size: 114, lr: 2.79e-04
2022-08-29 14:10:42,347 INFO [train.py:927] (4/8) Epoch 14, batch 10950, libri_loss[loss=0.1899, simple_loss=0.2915, pruned_loss=0.04412, over 12447.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01474, over 40.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2959, pruned_loss=0.061, over 2472381.24 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06482, over 16678.11 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.05257, over 2458869.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.0585, over 7852.15 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2969, pruned_loss=0.06166, over 2472859.24 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06671, over 18061.38 utterances.], batch size: 40, lr: 2.79e-04
2022-08-29 14:12:25,717 INFO [train.py:927] (4/8) Epoch 14, batch 11000, giga_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.06146, over 12465.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04497, over 34.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2952, pruned_loss=0.06136, over 2471584.71 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06551, over 16225.38 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2854, pruned_loss=0.05268, over 2459240.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05778, over 7855.27 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2961, pruned_loss=0.06207, over 2472060.41 frames. utt_duration=563 frames, utt_pad_proportion=0.06741, over 17610.13 utterances.], batch size: 34, lr: 2.79e-04
2022-08-29 14:14:08,016 INFO [train.py:927] (4/8) Epoch 14, batch 11050, giga_loss[loss=0.1862, simple_loss=0.277, pruned_loss=0.04765, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2944, pruned_loss=0.06114, over 2472643.16 frames. utt_duration=606.2 frames, utt_pad_proportion=0.0598, over 16355.57 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2854, pruned_loss=0.0527, over 2459509.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05648, over 7834.80 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2954, pruned_loss=0.06193, over 2473128.95 frames. utt_duration=560 frames, utt_pad_proportion=0.06228, over 17713.36 utterances.], batch size: 97, lr: 2.79e-04
2022-08-29 14:15:51,224 INFO [train.py:927] (4/8) Epoch 14, batch 11100, giga_loss[loss=0.19, simple_loss=0.2814, pruned_loss=0.04932, over 12337.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03177, over 85.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2929, pruned_loss=0.06033, over 2472724.61 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06413, over 16827.64 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2852, pruned_loss=0.05264, over 2459838.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05511, over 7815.87 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2943, pruned_loss=0.06132, over 2473314.48 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06646, over 18271.90 utterances.], batch size: 85, lr: 2.79e-04
2022-08-29 14:17:35,863 INFO [train.py:927] (4/8) Epoch 14, batch 11150, giga_loss[loss=0.1784, simple_loss=0.2644, pruned_loss=0.04614, over 12467.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03008, over 75.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2882, pruned_loss=0.05882, over 2473467.22 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06252, over 17524.63 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2849, pruned_loss=0.05257, over 2460015.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05494, over 7805.79 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2895, pruned_loss=0.05971, over 2473819.63 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06449, over 18712.58 utterances.], batch size: 75, lr: 2.79e-04
2022-08-29 14:19:20,719 INFO [train.py:927] (4/8) Epoch 14, batch 11200, giga_loss[loss=0.218, simple_loss=0.3026, pruned_loss=0.06673, over 12445.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03117, over 80.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.286, pruned_loss=0.0581, over 2474117.85 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06459, over 18091.00 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.285, pruned_loss=0.05247, over 2460283.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05388, over 7782.87 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.287, pruned_loss=0.05901, over 2474459.29 frames. utt_duration=515.2 frames, utt_pad_proportion=0.0664, over 19268.82 utterances.], batch size: 80, lr: 2.79e-04
2022-08-29 14:21:01,989 INFO [train.py:927] (4/8) Epoch 14, batch 11250, giga_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05175, over 12333.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03521, over 62.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2841, pruned_loss=0.0571, over 2472888.54 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06656, over 17697.32 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2844, pruned_loss=0.05224, over 2460351.08 frames. utt_duration=1274 frames, utt_pad_proportion=0.0525, over 7731.36 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2855, pruned_loss=0.05825, over 2473583.86 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06867, over 19088.62 utterances.], batch size: 62, lr: 2.79e-04
2022-08-29 14:22:42,036 INFO [train.py:927] (4/8) Epoch 14, batch 11300, giga_loss[loss=0.1926, simple_loss=0.2787, pruned_loss=0.05328, over 12352.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.282, pruned_loss=0.05622, over 2472559.50 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06125, over 16784.97 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.05215, over 2460270.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05251, over 7739.24 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2833, pruned_loss=0.05731, over 2473425.90 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0635, over 18091.42 utterances.], batch size: 62, lr: 2.79e-04
2022-08-29 14:24:23,926 INFO [train.py:927] (4/8) Epoch 14, batch 11350, giga_loss[loss=0.1873, simple_loss=0.2769, pruned_loss=0.04887, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03071, over 58.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2794, pruned_loss=0.05525, over 2472312.39 frames. utt_duration=608 frames, utt_pad_proportion=0.05681, over 16304.97 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.05202, over 2460417.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.05193, over 7724.22 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2805, pruned_loss=0.05627, over 2473016.97 frames. utt_duration=568 frames, utt_pad_proportion=0.05919, over 17462.80 utterances.], batch size: 58, lr: 2.79e-04
2022-08-29 14:26:06,201 INFO [train.py:927] (4/8) Epoch 14, batch 11400, libri_loss[loss=0.1821, simple_loss=0.2623, pruned_loss=0.05098, over 12466.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009291, over 29.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2769, pruned_loss=0.05452, over 2472725.33 frames. utt_duration=631.9 frames, utt_pad_proportion=0.05323, over 15690.30 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.05223, over 2460673.81 frames. utt_duration=1278 frames, utt_pad_proportion=0.05131, over 7709.09 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2776, pruned_loss=0.05522, over 2473312.04 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05571, over 16818.78 utterances.], batch size: 29, lr: 2.79e-04
2022-08-29 14:27:46,587 INFO [train.py:927] (4/8) Epoch 14, batch 11450, giga_loss[loss=0.1772, simple_loss=0.2655, pruned_loss=0.04441, over 12432.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03615, over 123.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2745, pruned_loss=0.05385, over 2472223.16 frames. utt_duration=662.5 frames, utt_pad_proportion=0.04919, over 14960.99 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2841, pruned_loss=0.05222, over 2461004.50 frames. utt_duration=1284 frames, utt_pad_proportion=0.05, over 7677.72 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2748, pruned_loss=0.0545, over 2472769.73 frames. utt_duration=614.2 frames, utt_pad_proportion=0.0521, over 16143.05 utterances.], batch size: 123, lr: 2.79e-04
2022-08-29 14:29:29,132 INFO [train.py:927] (4/8) Epoch 14, batch 11500, libri_loss[loss=0.1797, simple_loss=0.268, pruned_loss=0.04568, over 12277.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006266, over 32.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2726, pruned_loss=0.05341, over 2471214.64 frames. utt_duration=679.2 frames, utt_pad_proportion=0.05002, over 14585.97 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2841, pruned_loss=0.0523, over 2461141.55 frames. utt_duration=1270 frames, utt_pad_proportion=0.05507, over 7761.59 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2725, pruned_loss=0.05391, over 2471814.15 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05001, over 15645.50 utterances.], batch size: 32, lr: 2.79e-04
2022-08-29 14:31:16,093 INFO [train.py:927] (4/8) Epoch 14, batch 11550, libri_loss[loss=0.1544, simple_loss=0.2433, pruned_loss=0.03275, over 12321.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.03245, over 27.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.275, pruned_loss=0.05488, over 2471256.63 frames. utt_duration=644.8 frames, utt_pad_proportion=0.05523, over 15367.16 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2839, pruned_loss=0.05219, over 2461241.38 frames. utt_duration=1275 frames, utt_pad_proportion=0.05412, over 7732.08 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2748, pruned_loss=0.05544, over 2471919.22 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05534, over 16450.01 utterances.], batch size: 27, lr: 2.79e-04
2022-08-29 14:33:00,766 INFO [train.py:927] (4/8) Epoch 14, batch 11600, giga_loss[loss=0.1974, simple_loss=0.2881, pruned_loss=0.05334, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0365, over 113.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2799, pruned_loss=0.05768, over 2471509.25 frames. utt_duration=609.8 frames, utt_pad_proportion=0.06372, over 16251.91 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2844, pruned_loss=0.05222, over 2461346.31 frames. utt_duration=1272 frames, utt_pad_proportion=0.0544, over 7747.85 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2794, pruned_loss=0.05813, over 2472076.37 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06328, over 17194.46 utterances.], batch size: 113, lr: 2.78e-04
2022-08-29 14:34:47,004 INFO [train.py:927] (4/8) Epoch 14, batch 11650, giga_loss[loss=0.2675, simple_loss=0.3377, pruned_loss=0.09859, over 12329.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2093, over 371.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2857, pruned_loss=0.0598, over 2473053.77 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06877, over 17272.09 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2846, pruned_loss=0.05226, over 2461774.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05396, over 7743.76 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2851, pruned_loss=0.06024, over 2473313.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06841, over 18174.36 utterances.], batch size: 371, lr: 2.78e-04
2022-08-29 14:36:30,482 INFO [train.py:927] (4/8) Epoch 14, batch 11700, giga_loss[loss=0.2897, simple_loss=0.3454, pruned_loss=0.117, over 12365.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2153, over 377.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2914, pruned_loss=0.06257, over 2473510.18 frames. utt_duration=529.2 frames, utt_pad_proportion=0.07792, over 18747.95 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2842, pruned_loss=0.05212, over 2461809.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05303, over 7723.32 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2913, pruned_loss=0.06326, over 2473923.52 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07776, over 19726.41 utterances.], batch size: 377, lr: 2.78e-04
2022-08-29 14:38:14,442 INFO [train.py:927] (4/8) Epoch 14, batch 11750, giga_loss[loss=0.1928, simple_loss=0.2839, pruned_loss=0.05084, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03605, over 104.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2924, pruned_loss=0.06191, over 2473173.66 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07511, over 19017.64 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2841, pruned_loss=0.05222, over 2461777.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05686, over 7779.73 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2925, pruned_loss=0.06253, over 2473678.18 frames. utt_duration=499 frames, utt_pad_proportion=0.07412, over 19889.70 utterances.], batch size: 104, lr: 2.78e-04
2022-08-29 14:39:58,330 INFO [train.py:927] (4/8) Epoch 14, batch 11800, giga_loss[loss=0.1862, simple_loss=0.2773, pruned_loss=0.04752, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03399, over 42.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2911, pruned_loss=0.05985, over 2472760.52 frames. utt_duration=551 frames, utt_pad_proportion=0.06952, over 17998.98 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05238, over 2461811.55 frames. utt_duration=1269 frames, utt_pad_proportion=0.05619, over 7768.06 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.291, pruned_loss=0.0603, over 2473289.60 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06924, over 18836.91 utterances.], batch size: 42, lr: 2.78e-04
2022-08-29 14:41:43,481 INFO [train.py:927] (4/8) Epoch 14, batch 11850, giga_loss[loss=0.1891, simple_loss=0.2759, pruned_loss=0.0511, over 12407.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02904, over 62.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2936, pruned_loss=0.06053, over 2473679.84 frames. utt_duration=560.2 frames, utt_pad_proportion=0.07064, over 17711.34 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2852, pruned_loss=0.05253, over 2462366.05 frames. utt_duration=1247 frames, utt_pad_proportion=0.06422, over 7906.75 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.293, pruned_loss=0.06092, over 2473850.16 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06722, over 18482.69 utterances.], batch size: 62, lr: 2.78e-04
2022-08-29 14:43:36,190 INFO [train.py:927] (4/8) Epoch 14, batch 11900, giga_loss[loss=0.2555, simple_loss=0.327, pruned_loss=0.09195, over 12373.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2963, pruned_loss=0.06259, over 2472808.23 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06973, over 18114.10 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2852, pruned_loss=0.0526, over 2462438.05 frames. utt_duration=1245 frames, utt_pad_proportion=0.06415, over 7922.32 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.296, pruned_loss=0.06302, over 2473070.48 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06721, over 18904.11 utterances.], batch size: 258, lr: 2.78e-04
2022-08-29 14:45:20,153 INFO [train.py:927] (4/8) Epoch 14, batch 11950, giga_loss[loss=0.2254, simple_loss=0.3048, pruned_loss=0.07301, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03883, over 37.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2973, pruned_loss=0.06371, over 2472850.44 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06907, over 17770.95 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2854, pruned_loss=0.05282, over 2462755.33 frames. utt_duration=1248 frames, utt_pad_proportion=0.06271, over 7905.86 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2972, pruned_loss=0.06416, over 2473033.59 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06767, over 18702.29 utterances.], batch size: 37, lr: 2.78e-04
2022-08-29 14:47:04,323 INFO [train.py:927] (4/8) Epoch 14, batch 12000, giga_loss[loss=0.2069, simple_loss=0.2852, pruned_loss=0.06424, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03224, over 40.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2974, pruned_loss=0.06336, over 2473337.56 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06563, over 16607.47 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2855, pruned_loss=0.05299, over 2462859.21 frames. utt_duration=1238 frames, utt_pad_proportion=0.06636, over 7965.01 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2974, pruned_loss=0.0637, over 2473519.46 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06326, over 17412.20 utterances.], batch size: 40, lr: 2.78e-04
2022-08-29 14:47:04,324 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 14:47:18,756 INFO [train.py:967] (4/8) 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 14:49:01,214 INFO [train.py:927] (4/8) Epoch 14, batch 12050, giga_loss[loss=0.2294, simple_loss=0.3074, pruned_loss=0.07572, over 12378.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.03001, over 97.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2984, pruned_loss=0.06389, over 2473520.79 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06426, over 16702.29 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2856, pruned_loss=0.05319, over 2462719.76 frames. utt_duration=1242 frames, utt_pad_proportion=0.06551, over 7939.94 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2985, pruned_loss=0.06416, over 2473977.92 frames. utt_duration=566.5 frames, utt_pad_proportion=0.0628, over 17514.29 utterances.], batch size: 97, lr: 2.78e-04
2022-08-29 14:50:42,016 INFO [train.py:927] (4/8) Epoch 14, batch 12100, giga_loss[loss=0.1743, simple_loss=0.2609, pruned_loss=0.04388, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04644, over 26.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2983, pruned_loss=0.06413, over 2473659.07 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06091, over 16278.16 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.05325, over 2463003.88 frames. utt_duration=1242 frames, utt_pad_proportion=0.06493, over 7943.16 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2985, pruned_loss=0.06453, over 2474012.12 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0601, over 17115.78 utterances.], batch size: 26, lr: 2.78e-04
2022-08-29 14:52:26,364 INFO [train.py:927] (4/8) Epoch 14, batch 12150, giga_loss[loss=0.2133, simple_loss=0.2923, pruned_loss=0.06715, over 12458.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03315, over 37.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2987, pruned_loss=0.0648, over 2472665.47 frames. utt_duration=609.4 frames, utt_pad_proportion=0.0611, over 16269.37 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05334, over 2462892.52 frames. utt_duration=1243 frames, utt_pad_proportion=0.06394, over 7935.80 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.299, pruned_loss=0.06527, over 2473277.11 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06083, over 17134.09 utterances.], batch size: 37, lr: 2.78e-04
2022-08-29 14:54:07,885 INFO [train.py:927] (4/8) Epoch 14, batch 12200, libri_loss[loss=0.19, simple_loss=0.2787, pruned_loss=0.05062, over 12341.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005815, over 33.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2995, pruned_loss=0.06551, over 2473017.64 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05824, over 16025.30 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05339, over 2463185.38 frames. utt_duration=1246 frames, utt_pad_proportion=0.06274, over 7915.50 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3001, pruned_loss=0.06612, over 2473443.34 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05863, over 16924.59 utterances.], batch size: 33, lr: 2.78e-04
2022-08-29 14:55:49,988 INFO [train.py:927] (4/8) Epoch 14, batch 12250, giga_loss[loss=0.2198, simple_loss=0.2975, pruned_loss=0.07101, over 12442.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04227, over 31.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.299, pruned_loss=0.06499, over 2472541.96 frames. utt_duration=633.6 frames, utt_pad_proportion=0.05792, over 15646.30 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05337, over 2463141.90 frames. utt_duration=1248 frames, utt_pad_proportion=0.06226, over 7903.37 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2996, pruned_loss=0.06559, over 2472999.37 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05842, over 16432.65 utterances.], batch size: 31, lr: 2.78e-04
2022-08-29 14:57:29,226 INFO [train.py:927] (4/8) Epoch 14, batch 12300, giga_loss[loss=0.2223, simple_loss=0.3121, pruned_loss=0.06627, over 12478.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04386, over 34.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2987, pruned_loss=0.06499, over 2472880.19 frames. utt_duration=608.7 frames, utt_pad_proportion=0.06163, over 16289.45 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05338, over 2463239.27 frames. utt_duration=1251 frames, utt_pad_proportion=0.06105, over 7887.55 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2996, pruned_loss=0.06578, over 2473415.61 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06232, over 17146.88 utterances.], batch size: 34, lr: 2.78e-04
2022-08-29 14:59:08,223 INFO [train.py:927] (4/8) Epoch 14, batch 12350, giga_loss[loss=0.1958, simple_loss=0.2728, pruned_loss=0.05939, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03692, over 37.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2965, pruned_loss=0.06414, over 2472657.78 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05735, over 15713.32 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.05369, over 2463545.30 frames. utt_duration=1253 frames, utt_pad_proportion=0.05978, over 7876.76 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.297, pruned_loss=0.06484, over 2473123.56 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05864, over 16679.71 utterances.], batch size: 37, lr: 2.78e-04
2022-08-29 15:00:49,667 INFO [train.py:927] (4/8) Epoch 14, batch 12400, giga_loss[loss=0.2572, simple_loss=0.3247, pruned_loss=0.09486, over 12370.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.0984, over 256.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2937, pruned_loss=0.0629, over 2471542.48 frames. utt_duration=629.9 frames, utt_pad_proportion=0.06157, over 15731.50 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2864, pruned_loss=0.05388, over 2463264.18 frames. utt_duration=1259 frames, utt_pad_proportion=0.05847, over 7837.91 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2944, pruned_loss=0.06355, over 2472409.05 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06285, over 16746.47 utterances.], batch size: 256, lr: 2.78e-04
2022-08-29 15:02:30,335 INFO [train.py:927] (4/8) Epoch 14, batch 12450, giga_loss[loss=0.1886, simple_loss=0.2757, pruned_loss=0.05082, over 12351.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03331, over 104.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2899, pruned_loss=0.06149, over 2470981.50 frames. utt_duration=648.8 frames, utt_pad_proportion=0.05824, over 15270.58 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2865, pruned_loss=0.05418, over 2463395.78 frames. utt_duration=1257 frames, utt_pad_proportion=0.05805, over 7851.36 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2905, pruned_loss=0.06198, over 2471756.52 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05972, over 16282.07 utterances.], batch size: 104, lr: 2.78e-04
2022-08-29 15:04:12,563 INFO [train.py:927] (4/8) Epoch 14, batch 12500, giga_loss[loss=0.1834, simple_loss=0.269, pruned_loss=0.04894, over 12247.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02799, over 54.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2872, pruned_loss=0.05991, over 2471967.56 frames. utt_duration=602.4 frames, utt_pad_proportion=0.0631, over 16454.21 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2867, pruned_loss=0.05418, over 2463688.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05824, over 7882.91 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2875, pruned_loss=0.06042, over 2472464.90 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06399, over 17382.78 utterances.], batch size: 54, lr: 2.78e-04
2022-08-29 15:05:53,244 INFO [train.py:927] (4/8) Epoch 14, batch 12550, giga_loss[loss=0.2746, simple_loss=0.338, pruned_loss=0.1056, over 12408.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2863, pruned_loss=0.05985, over 2472183.91 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06645, over 16856.43 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2867, pruned_loss=0.0542, over 2463905.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.05762, over 7868.68 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2866, pruned_loss=0.06031, over 2472487.72 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06722, over 17712.97 utterances.], batch size: 258, lr: 2.78e-04
2022-08-29 15:07:33,689 INFO [train.py:927] (4/8) Epoch 14, batch 12600, giga_loss[loss=0.264, simple_loss=0.3294, pruned_loss=0.09932, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.288, pruned_loss=0.06009, over 2472072.13 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06513, over 17043.26 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.287, pruned_loss=0.05451, over 2464112.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.05666, over 7869.54 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.288, pruned_loss=0.06034, over 2472332.92 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06624, over 17968.97 utterances.], batch size: 258, lr: 2.78e-04
2022-08-29 15:09:12,154 INFO [train.py:927] (4/8) Epoch 14, batch 12650, giga_loss[loss=0.1919, simple_loss=0.2831, pruned_loss=0.05034, over 12429.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03851, over 123.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2888, pruned_loss=0.05928, over 2473104.87 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06508, over 17945.61 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2868, pruned_loss=0.05444, over 2463749.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05581, over 7827.24 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2889, pruned_loss=0.05964, over 2473775.47 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06626, over 18909.83 utterances.], batch size: 123, lr: 2.78e-04
2022-08-29 15:10:51,444 INFO [train.py:927] (4/8) Epoch 14, batch 12700, libri_loss[loss=0.2354, simple_loss=0.309, pruned_loss=0.08087, over 12383.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01343, over 41.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2886, pruned_loss=0.05887, over 2473727.47 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06208, over 17724.05 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2874, pruned_loss=0.0549, over 2464275.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.05966, over 7910.88 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2882, pruned_loss=0.05885, over 2473997.03 frames. utt_duration=532 frames, utt_pad_proportion=0.06196, over 18654.52 utterances.], batch size: 41, lr: 2.78e-04
2022-08-29 15:12:32,908 INFO [train.py:927] (4/8) Epoch 14, batch 12750, giga_loss[loss=0.1873, simple_loss=0.282, pruned_loss=0.04629, over 12317.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.0286, over 74.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.289, pruned_loss=0.05894, over 2473342.71 frames. utt_duration=533 frames, utt_pad_proportion=0.06876, over 18614.95 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2873, pruned_loss=0.05493, over 2464282.15 frames. utt_duration=1251 frames, utt_pad_proportion=0.05865, over 7886.73 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2889, pruned_loss=0.05901, over 2473794.98 frames. utt_duration=505 frames, utt_pad_proportion=0.06877, over 19652.22 utterances.], batch size: 74, lr: 2.78e-04
2022-08-29 15:14:12,018 INFO [train.py:927] (4/8) Epoch 14, batch 12800, giga_loss[loss=0.2187, simple_loss=0.2943, pruned_loss=0.07153, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03029, over 45.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2904, pruned_loss=0.05947, over 2473261.11 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06675, over 18129.75 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2874, pruned_loss=0.05537, over 2464166.93 frames. utt_duration=1244 frames, utt_pad_proportion=0.06199, over 7934.27 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2903, pruned_loss=0.05922, over 2473927.19 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06571, over 19148.83 utterances.], batch size: 45, lr: 2.78e-04
2022-08-29 15:15:54,831 INFO [train.py:927] (4/8) Epoch 14, batch 12850, giga_loss[loss=0.206, simple_loss=0.2968, pruned_loss=0.05763, over 12397.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02889, over 58.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2911, pruned_loss=0.05945, over 2473175.19 frames. utt_duration=562.7 frames, utt_pad_proportion=0.0619, over 17628.75 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05544, over 2464044.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.06099, over 7898.19 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2913, pruned_loss=0.05928, over 2474016.27 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06169, over 18683.01 utterances.], batch size: 58, lr: 2.78e-04
2022-08-29 15:17:37,093 INFO [train.py:927] (4/8) Epoch 14, batch 12900, giga_loss[loss=0.2076, simple_loss=0.2917, pruned_loss=0.06178, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2911, pruned_loss=0.05942, over 2472383.45 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05859, over 17197.96 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.287, pruned_loss=0.05557, over 2464320.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.05944, over 7879.54 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2915, pruned_loss=0.05929, over 2473118.02 frames. utt_duration=539 frames, utt_pad_proportion=0.05918, over 18404.26 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:19:16,249 INFO [train.py:927] (4/8) Epoch 14, batch 12950, giga_loss[loss=0.1936, simple_loss=0.2734, pruned_loss=0.05694, over 12145.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03943, over 33.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2904, pruned_loss=0.05932, over 2471827.82 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06061, over 17197.88 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2872, pruned_loss=0.05584, over 2463848.47 frames. utt_duration=1257 frames, utt_pad_proportion=0.0578, over 7850.15 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2907, pruned_loss=0.05908, over 2473122.71 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06168, over 18504.18 utterances.], batch size: 33, lr: 2.78e-04
2022-08-29 15:20:56,580 INFO [train.py:927] (4/8) Epoch 14, batch 13000, giga_loss[loss=0.2082, simple_loss=0.2991, pruned_loss=0.05862, over 12379.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2888, pruned_loss=0.05903, over 2472430.02 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06009, over 17269.33 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2872, pruned_loss=0.05598, over 2464215.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.05698, over 7848.08 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.289, pruned_loss=0.05878, over 2473323.72 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06133, over 18527.55 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:22:36,287 INFO [train.py:927] (4/8) Epoch 14, batch 13050, giga_loss[loss=0.2104, simple_loss=0.2947, pruned_loss=0.06307, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02746, over 45.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2901, pruned_loss=0.05897, over 2473192.21 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05741, over 17516.47 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2872, pruned_loss=0.05627, over 2464356.47 frames. utt_duration=1262 frames, utt_pad_proportion=0.05537, over 7819.71 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2903, pruned_loss=0.05863, over 2474117.80 frames. utt_duration=523.5 frames, utt_pad_proportion=0.0592, over 18957.63 utterances.], batch size: 45, lr: 2.78e-04
2022-08-29 15:24:15,045 INFO [train.py:927] (4/8) Epoch 14, batch 13100, giga_loss[loss=0.2127, simple_loss=0.3018, pruned_loss=0.06177, over 12422.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2906, pruned_loss=0.05903, over 2473439.79 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05724, over 17555.25 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2874, pruned_loss=0.05655, over 2464713.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.05842, over 7878.08 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2907, pruned_loss=0.05855, over 2474006.71 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05759, over 18821.86 utterances.], batch size: 123, lr: 2.78e-04
2022-08-29 15:25:52,036 INFO [train.py:927] (4/8) Epoch 14, batch 13150, giga_loss[loss=0.1919, simple_loss=0.2738, pruned_loss=0.05504, over 12314.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03644, over 51.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2888, pruned_loss=0.059, over 2473593.47 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05724, over 17756.19 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2872, pruned_loss=0.05654, over 2464882.17 frames. utt_duration=1256 frames, utt_pad_proportion=0.0571, over 7858.58 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2891, pruned_loss=0.0587, over 2474174.73 frames. utt_duration=519.5 frames, utt_pad_proportion=0.05802, over 19106.75 utterances.], batch size: 51, lr: 2.78e-04
2022-08-29 15:27:32,628 INFO [train.py:927] (4/8) Epoch 14, batch 13200, giga_loss[loss=0.2145, simple_loss=0.3007, pruned_loss=0.06414, over 12453.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03638, over 133.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2871, pruned_loss=0.05894, over 2474179.21 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05707, over 18135.52 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2867, pruned_loss=0.05649, over 2464949.14 frames. utt_duration=1263 frames, utt_pad_proportion=0.05569, over 7816.02 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2879, pruned_loss=0.05881, over 2474894.39 frames. utt_duration=507.2 frames, utt_pad_proportion=0.05819, over 19575.37 utterances.], batch size: 133, lr: 2.78e-04
2022-08-29 15:29:14,001 INFO [train.py:927] (4/8) Epoch 14, batch 13250, giga_loss[loss=0.2017, simple_loss=0.2855, pruned_loss=0.059, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04497, over 146.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2856, pruned_loss=0.05849, over 2474705.02 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05656, over 18035.24 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2871, pruned_loss=0.05687, over 2465268.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05482, over 7808.70 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2858, pruned_loss=0.0581, over 2475151.78 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05782, over 19367.77 utterances.], batch size: 146, lr: 2.78e-04
2022-08-29 15:30:53,331 INFO [train.py:927] (4/8) Epoch 14, batch 13300, giga_loss[loss=0.1899, simple_loss=0.2759, pruned_loss=0.05193, over 12331.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03109, over 91.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2823, pruned_loss=0.05734, over 2475404.16 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05839, over 18221.71 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2873, pruned_loss=0.05717, over 2465449.87 frames. utt_duration=1265 frames, utt_pad_proportion=0.054, over 7806.53 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2822, pruned_loss=0.05677, over 2475817.95 frames. utt_duration=508.6 frames, utt_pad_proportion=0.05963, over 19530.70 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:32:33,306 INFO [train.py:927] (4/8) Epoch 14, batch 13350, giga_loss[loss=0.1865, simple_loss=0.27, pruned_loss=0.05155, over 12442.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04252, over 31.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.282, pruned_loss=0.05715, over 2474767.75 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0611, over 18090.02 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2874, pruned_loss=0.05733, over 2465319.21 frames. utt_duration=1266 frames, utt_pad_proportion=0.05408, over 7799.69 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2818, pruned_loss=0.05655, over 2475409.52 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06192, over 19354.62 utterances.], batch size: 31, lr: 2.78e-04
2022-08-29 15:34:15,799 INFO [train.py:927] (4/8) Epoch 14, batch 13400, giga_loss[loss=0.2036, simple_loss=0.2832, pruned_loss=0.06203, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04092, over 34.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2843, pruned_loss=0.05761, over 2475138.84 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05695, over 17184.72 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2877, pruned_loss=0.05759, over 2465297.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.0536, over 7799.75 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2838, pruned_loss=0.05692, over 2475779.27 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05808, over 18313.52 utterances.], batch size: 34, lr: 2.78e-04
2022-08-29 15:35:58,729 INFO [train.py:927] (4/8) Epoch 14, batch 13450, giga_loss[loss=0.1986, simple_loss=0.2951, pruned_loss=0.05108, over 12433.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03411, over 86.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2866, pruned_loss=0.05835, over 2474616.17 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05762, over 17158.48 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2878, pruned_loss=0.05771, over 2465183.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05287, over 7784.86 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2861, pruned_loss=0.0577, over 2475425.38 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05881, over 18238.39 utterances.], batch size: 86, lr: 2.78e-04
2022-08-29 15:37:45,755 INFO [train.py:927] (4/8) Epoch 14, batch 13500, giga_loss[loss=0.2836, simple_loss=0.3527, pruned_loss=0.1073, over 12397.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06924, over 211.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2914, pruned_loss=0.06178, over 2474113.74 frames. utt_duration=568.5 frames, utt_pad_proportion=0.0609, over 17454.32 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2875, pruned_loss=0.05774, over 2465025.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05212, over 7756.36 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2912, pruned_loss=0.06128, over 2475055.10 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06201, over 18515.39 utterances.], batch size: 211, lr: 2.78e-04
2022-08-29 15:39:27,552 INFO [train.py:927] (4/8) Epoch 14, batch 13550, giga_loss[loss=0.2348, simple_loss=0.3147, pruned_loss=0.07739, over 12344.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03015, over 91.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2978, pruned_loss=0.06617, over 2474530.30 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07195, over 19003.06 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2878, pruned_loss=0.05798, over 2465002.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05612, over 7829.33 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2976, pruned_loss=0.06565, over 2475481.16 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07086, over 19966.47 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:41:10,810 INFO [train.py:927] (4/8) Epoch 14, batch 13600, giga_loss[loss=0.1958, simple_loss=0.2777, pruned_loss=0.05698, over 12297.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.04527, over 26.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.305, pruned_loss=0.07142, over 2474189.77 frames. utt_duration=517.4 frames, utt_pad_proportion=0.07232, over 19182.56 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2883, pruned_loss=0.05849, over 2464978.46 frames. utt_duration=1240 frames, utt_pad_proportion=0.06392, over 7961.74 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3046, pruned_loss=0.07075, over 2475148.73 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06875, over 20035.00 utterances.], batch size: 26, lr: 2.78e-04
2022-08-29 15:42:53,400 INFO [train.py:927] (4/8) Epoch 14, batch 13650, giga_loss[loss=0.3552, simple_loss=0.3881, pruned_loss=0.1611, over 12362.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2203, over 377.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3106, pruned_loss=0.07555, over 2474589.39 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07386, over 20114.51 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2888, pruned_loss=0.05885, over 2465089.11 frames. utt_duration=1241 frames, utt_pad_proportion=0.06275, over 7955.67 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3103, pruned_loss=0.07503, over 2475459.09 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07151, over 21063.81 utterances.], batch size: 377, lr: 2.78e-04
2022-08-29 15:44:38,492 INFO [train.py:927] (4/8) Epoch 14, batch 13700, libri_loss[loss=0.2753, simple_loss=0.3409, pruned_loss=0.1048, over 12447.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009812, over 39.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3148, pruned_loss=0.07964, over 2473875.15 frames. utt_duration=474 frames, utt_pad_proportion=0.08102, over 20941.01 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2891, pruned_loss=0.0592, over 2465126.81 frames. utt_duration=1244 frames, utt_pad_proportion=0.0616, over 7936.91 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07934, over 2474753.94 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07946, over 22013.91 utterances.], batch size: 39, lr: 2.78e-04
2022-08-29 15:46:24,748 INFO [train.py:927] (4/8) Epoch 14, batch 13750, giga_loss[loss=0.2791, simple_loss=0.3557, pruned_loss=0.1013, over 12313.00 frames. utt_duration=913.6 frames, utt_pad_proportion=0.02394, over 54.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08378, over 2473227.99 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08978, over 22260.39 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2892, pruned_loss=0.05948, over 2465004.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05957, over 7886.38 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3203, pruned_loss=0.08412, over 2474386.46 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08899, over 23685.12 utterances.], batch size: 54, lr: 2.78e-04
2022-08-29 15:48:08,374 INFO [train.py:927] (4/8) Epoch 14, batch 13800, giga_loss[loss=0.2446, simple_loss=0.3164, pruned_loss=0.08635, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03103, over 80.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3207, pruned_loss=0.08586, over 2473480.90 frames. utt_duration=438.2 frames, utt_pad_proportion=0.09156, over 22653.36 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2898, pruned_loss=0.06007, over 2465285.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.063, over 7962.47 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.322, pruned_loss=0.08651, over 2474455.67 frames. utt_duration=409.3 frames, utt_pad_proportion=0.09025, over 24270.58 utterances.], batch size: 80, lr: 2.78e-04
2022-08-29 15:49:51,736 INFO [train.py:927] (4/8) Epoch 14, batch 13850, giga_loss[loss=0.2703, simple_loss=0.329, pruned_loss=0.1059, over 12350.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3219, pruned_loss=0.08612, over 2473895.30 frames. utt_duration=425.4 frames, utt_pad_proportion=0.09192, over 23342.17 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2897, pruned_loss=0.06006, over 2465423.93 frames. utt_duration=1241 frames, utt_pad_proportion=0.06277, over 7954.66 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3232, pruned_loss=0.08677, over 2474562.36 frames. utt_duration=402.3 frames, utt_pad_proportion=0.091, over 24690.63 utterances.], batch size: 370, lr: 2.78e-04
2022-08-29 15:51:46,223 INFO [train.py:927] (4/8) Epoch 14, batch 13900, giga_loss[loss=0.234, simple_loss=0.3083, pruned_loss=0.07985, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03444, over 37.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.324, pruned_loss=0.08716, over 2473930.75 frames. utt_duration=422.8 frames, utt_pad_proportion=0.09126, over 23487.10 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2904, pruned_loss=0.06046, over 2465349.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.06162, over 7938.00 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3252, pruned_loss=0.08792, over 2474719.63 frames. utt_duration=398.8 frames, utt_pad_proportion=0.09104, over 24915.67 utterances.], batch size: 37, lr: 2.78e-04
2022-08-29 15:53:35,403 INFO [train.py:927] (4/8) Epoch 14, batch 13950, libri_loss[loss=0.1852, simple_loss=0.2597, pruned_loss=0.05528, over 12294.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005434, over 32.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3218, pruned_loss=0.08461, over 2474342.76 frames. utt_duration=430.6 frames, utt_pad_proportion=0.08624, over 23063.03 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2908, pruned_loss=0.06101, over 2465460.78 frames. utt_duration=1239 frames, utt_pad_proportion=0.06373, over 7967.37 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3238, pruned_loss=0.08579, over 2475259.28 frames. utt_duration=400.1 frames, utt_pad_proportion=0.08619, over 24838.06 utterances.], batch size: 32, lr: 2.78e-04
2022-08-29 15:55:20,647 INFO [train.py:927] (4/8) Epoch 14, batch 14000, giga_loss[loss=0.2472, simple_loss=0.3254, pruned_loss=0.08451, over 12345.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03267, over 97.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3196, pruned_loss=0.08229, over 2474223.65 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08281, over 22958.68 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2909, pruned_loss=0.06107, over 2465619.43 frames. utt_duration=1240 frames, utt_pad_proportion=0.06288, over 7966.22 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3218, pruned_loss=0.08369, over 2475004.11 frames. utt_duration=402 frames, utt_pad_proportion=0.08343, over 24714.18 utterances.], batch size: 97, lr: 2.78e-04
2022-08-29 15:57:07,310 INFO [train.py:927] (4/8) Epoch 14, batch 14050, giga_loss[loss=0.2868, simple_loss=0.3395, pruned_loss=0.1171, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3178, pruned_loss=0.08103, over 2474511.78 frames. utt_duration=439.9 frames, utt_pad_proportion=0.0792, over 22573.19 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2907, pruned_loss=0.06098, over 2465478.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.06256, over 7948.62 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3199, pruned_loss=0.08237, over 2475330.93 frames. utt_duration=412.3 frames, utt_pad_proportion=0.08006, over 24099.08 utterances.], batch size: 259, lr: 2.78e-04
2022-08-29 15:58:56,561 INFO [train.py:927] (4/8) Epoch 14, batch 14100, giga_loss[loss=0.2345, simple_loss=0.3122, pruned_loss=0.07842, over 12339.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03356, over 97.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3167, pruned_loss=0.08, over 2474420.82 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07593, over 21953.75 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2909, pruned_loss=0.06122, over 2465477.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.06658, over 8014.09 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3185, pruned_loss=0.08111, over 2475187.85 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07576, over 23282.71 utterances.], batch size: 97, lr: 2.78e-04
2022-08-29 16:00:45,736 INFO [train.py:927] (4/8) Epoch 14, batch 14150, giga_loss[loss=0.1978, simple_loss=0.2976, pruned_loss=0.04902, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02644, over 48.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3162, pruned_loss=0.07828, over 2473662.74 frames. utt_duration=439.9 frames, utt_pad_proportion=0.08626, over 22567.27 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2909, pruned_loss=0.06127, over 2465066.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.06527, over 7982.81 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3183, pruned_loss=0.07962, over 2474889.51 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08613, over 24059.87 utterances.], batch size: 48, lr: 2.77e-04
2022-08-29 16:02:28,420 INFO [train.py:927] (4/8) Epoch 14, batch 14200, giga_loss[loss=0.227, simple_loss=0.3068, pruned_loss=0.07358, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03489, over 43.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3172, pruned_loss=0.07864, over 2474135.73 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08754, over 22576.58 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2913, pruned_loss=0.06165, over 2465004.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.06853, over 8054.57 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3192, pruned_loss=0.07974, over 2475367.37 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08667, over 24021.63 utterances.], batch size: 43, lr: 2.77e-04
2022-08-29 16:04:12,704 INFO [train.py:927] (4/8) Epoch 14, batch 14250, giga_loss[loss=0.2402, simple_loss=0.3185, pruned_loss=0.08095, over 12386.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02782, over 85.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3148, pruned_loss=0.07765, over 2474406.00 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08631, over 22042.54 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2909, pruned_loss=0.06153, over 2465308.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06756, over 8023.81 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3171, pruned_loss=0.07891, over 2475265.15 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08607, over 23468.15 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 16:05:59,447 INFO [train.py:927] (4/8) Epoch 14, batch 14300, giga_loss[loss=0.2503, simple_loss=0.3179, pruned_loss=0.09138, over 12351.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1976, over 366.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3126, pruned_loss=0.07673, over 2474282.87 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08491, over 21969.94 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2911, pruned_loss=0.06165, over 2465669.49 frames. utt_duration=1230 frames, utt_pad_proportion=0.0668, over 8029.40 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3147, pruned_loss=0.07792, over 2474809.18 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08514, over 23342.83 utterances.], batch size: 366, lr: 2.77e-04
2022-08-29 16:07:46,762 INFO [train.py:927] (4/8) Epoch 14, batch 14350, giga_loss[loss=0.1857, simple_loss=0.2715, pruned_loss=0.04996, over 12244.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03889, over 28.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.312, pruned_loss=0.07544, over 2474956.88 frames. utt_duration=466.5 frames, utt_pad_proportion=0.08041, over 21287.99 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2908, pruned_loss=0.06155, over 2465564.79 frames. utt_duration=1234 frames, utt_pad_proportion=0.06611, over 8002.10 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3142, pruned_loss=0.07664, over 2475584.83 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0811, over 22575.07 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 16:09:32,897 INFO [train.py:927] (4/8) Epoch 14, batch 14400, giga_loss[loss=0.2374, simple_loss=0.3189, pruned_loss=0.07792, over 12392.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3114, pruned_loss=0.07495, over 2475157.30 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07941, over 21555.12 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2911, pruned_loss=0.06159, over 2465735.61 frames. utt_duration=1237 frames, utt_pad_proportion=0.06522, over 7985.29 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3132, pruned_loss=0.07612, over 2475675.79 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08039, over 22834.70 utterances.], batch size: 183, lr: 2.77e-04
2022-08-29 16:11:14,341 INFO [train.py:927] (4/8) Epoch 14, batch 14450, giga_loss[loss=0.1955, simple_loss=0.2834, pruned_loss=0.05384, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03412, over 85.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3095, pruned_loss=0.07436, over 2474364.22 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07503, over 20701.00 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2913, pruned_loss=0.06157, over 2465553.93 frames. utt_duration=1239 frames, utt_pad_proportion=0.0645, over 7968.57 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.311, pruned_loss=0.07547, over 2475074.10 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07634, over 21899.28 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 16:12:58,356 INFO [train.py:927] (4/8) Epoch 14, batch 14500, giga_loss[loss=0.2484, simple_loss=0.3171, pruned_loss=0.08979, over 12355.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.308, pruned_loss=0.07417, over 2474182.68 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07396, over 20475.16 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2912, pruned_loss=0.06174, over 2465722.18 frames. utt_duration=1233 frames, utt_pad_proportion=0.06803, over 8009.67 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07524, over 2474811.71 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07395, over 21746.33 utterances.], batch size: 97, lr: 2.77e-04
2022-08-29 16:14:43,151 INFO [train.py:927] (4/8) Epoch 14, batch 14550, giga_loss[loss=0.2263, simple_loss=0.3087, pruned_loss=0.07193, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04511, over 34.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3068, pruned_loss=0.07378, over 2474147.73 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07333, over 20225.64 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2911, pruned_loss=0.06168, over 2465603.00 frames. utt_duration=1232 frames, utt_pad_proportion=0.06789, over 8017.31 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3086, pruned_loss=0.07486, over 2474891.83 frames. utt_duration=464 frames, utt_pad_proportion=0.07346, over 21401.49 utterances.], batch size: 34, lr: 2.77e-04
2022-08-29 16:16:26,818 INFO [train.py:927] (4/8) Epoch 14, batch 14600, giga_loss[loss=0.2392, simple_loss=0.3177, pruned_loss=0.08039, over 12420.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06645, over 184.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3076, pruned_loss=0.07415, over 2473352.19 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0737, over 20182.36 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2912, pruned_loss=0.06211, over 2465506.52 frames. utt_duration=1224 frames, utt_pad_proportion=0.07046, over 8065.21 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3093, pruned_loss=0.07502, over 2474265.54 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07292, over 21456.06 utterances.], batch size: 184, lr: 2.77e-04
2022-08-29 16:18:10,356 INFO [train.py:927] (4/8) Epoch 14, batch 14650, giga_loss[loss=0.2162, simple_loss=0.3023, pruned_loss=0.065, over 12291.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.0362, over 51.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3072, pruned_loss=0.07321, over 2473434.75 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07177, over 20109.02 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2913, pruned_loss=0.0623, over 2465657.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.06939, over 8040.13 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3088, pruned_loss=0.07392, over 2474165.91 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07163, over 21367.56 utterances.], batch size: 51, lr: 2.77e-04
2022-08-29 16:19:59,317 INFO [train.py:927] (4/8) Epoch 14, batch 14700, giga_loss[loss=0.2425, simple_loss=0.3086, pruned_loss=0.08815, over 12393.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02954, over 97.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3092, pruned_loss=0.07505, over 2473712.03 frames. utt_duration=490.4 frames, utt_pad_proportion=0.071, over 20238.57 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2916, pruned_loss=0.06249, over 2465689.52 frames. utt_duration=1231 frames, utt_pad_proportion=0.06819, over 8023.45 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3106, pruned_loss=0.0757, over 2474420.35 frames. utt_duration=461 frames, utt_pad_proportion=0.0714, over 21537.22 utterances.], batch size: 97, lr: 2.77e-04
2022-08-29 16:21:44,117 INFO [train.py:927] (4/8) Epoch 14, batch 14750, giga_loss[loss=0.2339, simple_loss=0.2974, pruned_loss=0.08518, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02836, over 42.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3087, pruned_loss=0.07523, over 2473316.25 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06552, over 19261.16 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2914, pruned_loss=0.06245, over 2465575.42 frames. utt_duration=1236 frames, utt_pad_proportion=0.06669, over 7987.10 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3105, pruned_loss=0.07613, over 2474190.67 frames. utt_duration=480.8 frames, utt_pad_proportion=0.0667, over 20647.24 utterances.], batch size: 42, lr: 2.77e-04
2022-08-29 16:23:29,295 INFO [train.py:927] (4/8) Epoch 14, batch 14800, giga_loss[loss=0.23, simple_loss=0.3139, pruned_loss=0.07305, over 12423.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0615, over 183.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3102, pruned_loss=0.07679, over 2473324.49 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07028, over 20352.70 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2918, pruned_loss=0.06281, over 2465710.88 frames. utt_duration=1219 frames, utt_pad_proportion=0.07065, over 8099.99 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3117, pruned_loss=0.07756, over 2474110.57 frames. utt_duration=458.1 frames, utt_pad_proportion=0.06956, over 21670.82 utterances.], batch size: 183, lr: 2.77e-04
2022-08-29 16:25:13,618 INFO [train.py:927] (4/8) Epoch 14, batch 14850, giga_loss[loss=0.224, simple_loss=0.3059, pruned_loss=0.07107, over 12354.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03269, over 97.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3098, pruned_loss=0.07471, over 2473638.97 frames. utt_duration=499.7 frames, utt_pad_proportion=0.0697, over 19860.25 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2924, pruned_loss=0.0629, over 2465556.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.07012, over 8109.66 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.311, pruned_loss=0.0756, over 2474634.79 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06934, over 21238.81 utterances.], batch size: 97, lr: 2.77e-04
2022-08-29 16:27:01,250 INFO [train.py:927] (4/8) Epoch 14, batch 14900, giga_loss[loss=0.253, simple_loss=0.3185, pruned_loss=0.09373, over 12424.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03683, over 40.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3089, pruned_loss=0.07378, over 2473716.97 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06474, over 19262.25 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2929, pruned_loss=0.06295, over 2465690.09 frames. utt_duration=1218 frames, utt_pad_proportion=0.06956, over 8104.57 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3095, pruned_loss=0.07453, over 2474455.50 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06491, over 20450.52 utterances.], batch size: 40, lr: 2.77e-04
2022-08-29 16:28:44,994 INFO [train.py:927] (4/8) Epoch 14, batch 14950, giga_loss[loss=0.2367, simple_loss=0.3197, pruned_loss=0.07685, over 12390.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02926, over 85.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3087, pruned_loss=0.07409, over 2474009.18 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07058, over 20254.27 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2932, pruned_loss=0.06303, over 2465337.57 frames. utt_duration=1223 frames, utt_pad_proportion=0.06852, over 8075.70 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.0748, over 2475041.84 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07073, over 21415.21 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 16:30:34,861 INFO [train.py:927] (4/8) Epoch 14, batch 15000, giga_loss[loss=0.2275, simple_loss=0.3226, pruned_loss=0.06622, over 12421.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02425, over 91.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3115, pruned_loss=0.07442, over 2473771.10 frames. utt_duration=494 frames, utt_pad_proportion=0.06795, over 20089.61 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2931, pruned_loss=0.06293, over 2465124.53 frames. utt_duration=1223 frames, utt_pad_proportion=0.0684, over 8074.11 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3123, pruned_loss=0.07528, over 2474924.51 frames. utt_duration=467.7 frames, utt_pad_proportion=0.06827, over 21231.61 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 16:30:34,862 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 16:30:48,726 INFO [train.py:967] (4/8) 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 16:32:29,573 INFO [train.py:927] (4/8) Epoch 14, batch 15050, giga_loss[loss=0.2436, simple_loss=0.328, pruned_loss=0.07961, over 12356.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3125, pruned_loss=0.07452, over 2474051.74 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06815, over 19936.82 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2931, pruned_loss=0.06304, over 2465194.47 frames. utt_duration=1224 frames, utt_pad_proportion=0.06789, over 8068.41 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3133, pruned_loss=0.07519, over 2474974.62 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06857, over 20944.57 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:34:15,470 INFO [train.py:927] (4/8) Epoch 14, batch 15100, libri_loss[loss=0.1927, simple_loss=0.2798, pruned_loss=0.05276, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005865, over 33.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3128, pruned_loss=0.07518, over 2473601.26 frames. utt_duration=494 frames, utt_pad_proportion=0.06909, over 20088.99 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2929, pruned_loss=0.06284, over 2465194.10 frames. utt_duration=1227 frames, utt_pad_proportion=0.06728, over 8043.50 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3139, pruned_loss=0.07605, over 2474470.39 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06958, over 21063.47 utterances.], batch size: 33, lr: 2.77e-04
2022-08-29 16:35:57,331 INFO [train.py:927] (4/8) Epoch 14, batch 15150, giga_loss[loss=0.2728, simple_loss=0.3317, pruned_loss=0.107, over 12338.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2003, over 367.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3123, pruned_loss=0.07629, over 2474427.83 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07318, over 20816.76 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2926, pruned_loss=0.06292, over 2465331.75 frames. utt_duration=1231 frames, utt_pad_proportion=0.066, over 8018.97 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3141, pruned_loss=0.07737, over 2475313.74 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07373, over 22055.07 utterances.], batch size: 367, lr: 2.77e-04
2022-08-29 16:37:37,465 INFO [train.py:927] (4/8) Epoch 14, batch 15200, giga_loss[loss=0.1852, simple_loss=0.2692, pruned_loss=0.05058, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.03534, over 28.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3104, pruned_loss=0.07608, over 2474635.73 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07455, over 20756.00 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2922, pruned_loss=0.06271, over 2465399.50 frames. utt_duration=1237 frames, utt_pad_proportion=0.06479, over 7983.91 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3126, pruned_loss=0.0774, over 2475475.83 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07535, over 22042.13 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 16:39:18,093 INFO [train.py:927] (4/8) Epoch 14, batch 15250, giga_loss[loss=0.2084, simple_loss=0.2914, pruned_loss=0.06271, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3104, pruned_loss=0.07635, over 2474736.19 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07361, over 20634.11 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2922, pruned_loss=0.06265, over 2465286.37 frames. utt_duration=1237 frames, utt_pad_proportion=0.06434, over 7980.16 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3123, pruned_loss=0.07763, over 2475623.73 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07449, over 21824.81 utterances.], batch size: 70, lr: 2.77e-04
2022-08-29 16:41:00,323 INFO [train.py:927] (4/8) Epoch 14, batch 15300, giga_loss[loss=0.1992, simple_loss=0.2863, pruned_loss=0.05601, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3087, pruned_loss=0.07596, over 2474026.72 frames. utt_duration=491.6 frames, utt_pad_proportion=0.0715, over 20192.50 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2917, pruned_loss=0.06254, over 2464772.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.06273, over 7925.74 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3112, pruned_loss=0.07753, over 2475529.00 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07297, over 21602.65 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 16:42:38,797 INFO [train.py:927] (4/8) Epoch 14, batch 15350, giga_loss[loss=0.2401, simple_loss=0.3255, pruned_loss=0.07733, over 12374.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03146, over 62.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.07605, over 2474115.61 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07263, over 20702.82 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2915, pruned_loss=0.06241, over 2464897.63 frames. utt_duration=1248 frames, utt_pad_proportion=0.06228, over 7911.53 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3124, pruned_loss=0.0775, over 2475270.11 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07385, over 21920.99 utterances.], batch size: 62, lr: 2.77e-04
2022-08-29 16:44:22,888 INFO [train.py:927] (4/8) Epoch 14, batch 15400, giga_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.07485, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3115, pruned_loss=0.07772, over 2474889.86 frames. utt_duration=476.3 frames, utt_pad_proportion=0.0709, over 20849.59 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2919, pruned_loss=0.06269, over 2465346.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.06087, over 7883.60 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3135, pruned_loss=0.07904, over 2475662.79 frames. utt_duration=447.3 frames, utt_pad_proportion=0.0725, over 22211.11 utterances.], batch size: 70, lr: 2.77e-04
2022-08-29 16:46:04,638 INFO [train.py:927] (4/8) Epoch 14, batch 15450, giga_loss[loss=0.2382, simple_loss=0.3245, pruned_loss=0.07597, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.07657, over 2474897.50 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07512, over 20933.79 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2918, pruned_loss=0.06261, over 2465616.42 frames. utt_duration=1255 frames, utt_pad_proportion=0.06043, over 7868.79 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3148, pruned_loss=0.07779, over 2475363.70 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07631, over 22120.29 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:47:46,682 INFO [train.py:927] (4/8) Epoch 14, batch 15500, giga_loss[loss=0.2217, simple_loss=0.3079, pruned_loss=0.06774, over 12361.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.0277, over 28.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3141, pruned_loss=0.07699, over 2474692.71 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07374, over 20393.19 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2914, pruned_loss=0.06238, over 2465787.41 frames. utt_duration=1259 frames, utt_pad_proportion=0.05928, over 7841.45 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3166, pruned_loss=0.07861, over 2475201.84 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07534, over 21769.08 utterances.], batch size: 28, lr: 2.77e-04
2022-08-29 16:49:25,920 INFO [train.py:927] (4/8) Epoch 14, batch 15550, giga_loss[loss=0.2477, simple_loss=0.325, pruned_loss=0.08516, over 12403.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03664, over 105.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3156, pruned_loss=0.07862, over 2474252.44 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0691, over 19901.44 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2916, pruned_loss=0.06255, over 2465759.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05819, over 7834.49 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3181, pruned_loss=0.08018, over 2474911.90 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07116, over 21342.79 utterances.], batch size: 105, lr: 2.77e-04
2022-08-29 16:51:06,187 INFO [train.py:927] (4/8) Epoch 14, batch 15600, giga_loss[loss=0.2181, simple_loss=0.3154, pruned_loss=0.06042, over 12133.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04008, over 33.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3156, pruned_loss=0.07844, over 2473583.67 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06986, over 20149.35 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06292, over 2465709.75 frames. utt_duration=1247 frames, utt_pad_proportion=0.06144, over 7919.22 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3178, pruned_loss=0.0798, over 2474377.85 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07063, over 21552.47 utterances.], batch size: 33, lr: 2.77e-04
2022-08-29 16:52:48,907 INFO [train.py:927] (4/8) Epoch 14, batch 15650, giga_loss[loss=0.2203, simple_loss=0.3067, pruned_loss=0.06692, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03348, over 42.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3162, pruned_loss=0.07755, over 2474112.62 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07032, over 20191.12 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2921, pruned_loss=0.06298, over 2466080.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.06076, over 7915.67 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3187, pruned_loss=0.07904, over 2474652.56 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07119, over 21712.81 utterances.], batch size: 42, lr: 2.77e-04
2022-08-29 16:54:34,405 INFO [train.py:927] (4/8) Epoch 14, batch 15700, giga_loss[loss=0.2105, simple_loss=0.3042, pruned_loss=0.05839, over 12464.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03051, over 75.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3159, pruned_loss=0.07688, over 2474554.64 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06786, over 19841.35 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2918, pruned_loss=0.06284, over 2466021.67 frames. utt_duration=1250 frames, utt_pad_proportion=0.05986, over 7898.10 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3186, pruned_loss=0.07849, over 2475215.51 frames. utt_duration=465.5 frames, utt_pad_proportion=0.0691, over 21335.29 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 16:56:16,200 INFO [train.py:927] (4/8) Epoch 14, batch 15750, giga_loss[loss=0.2305, simple_loss=0.305, pruned_loss=0.07796, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03948, over 113.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3131, pruned_loss=0.07602, over 2474219.30 frames. utt_duration=501 frames, utt_pad_proportion=0.06612, over 19815.06 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2908, pruned_loss=0.06231, over 2465973.80 frames. utt_duration=1259 frames, utt_pad_proportion=0.05841, over 7842.44 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3169, pruned_loss=0.07819, over 2475069.88 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06777, over 21436.02 utterances.], batch size: 113, lr: 2.77e-04
2022-08-29 16:57:59,864 INFO [train.py:927] (4/8) Epoch 14, batch 15800, giga_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.08285, over 12371.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0337, over 122.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3102, pruned_loss=0.07477, over 2474683.66 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06092, over 18683.19 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2904, pruned_loss=0.06226, over 2466048.34 frames. utt_duration=1268 frames, utt_pad_proportion=0.05623, over 7790.68 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3146, pruned_loss=0.07718, over 2475686.20 frames. utt_duration=483 frames, utt_pad_proportion=0.06357, over 20564.91 utterances.], batch size: 122, lr: 2.77e-04
2022-08-29 16:59:40,658 INFO [train.py:927] (4/8) Epoch 14, batch 15850, giga_loss[loss=0.1894, simple_loss=0.2802, pruned_loss=0.04933, over 12335.00 frames. utt_duration=749 frames, utt_pad_proportion=0.03099, over 66.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3102, pruned_loss=0.07518, over 2474591.29 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06042, over 18813.97 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2909, pruned_loss=0.06248, over 2466153.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.05549, over 7788.88 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3135, pruned_loss=0.07712, over 2475441.81 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06283, over 20493.88 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 17:01:25,535 INFO [train.py:927] (4/8) Epoch 14, batch 15900, giga_loss[loss=0.1978, simple_loss=0.2901, pruned_loss=0.05275, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02878, over 91.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3074, pruned_loss=0.07312, over 2474538.63 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06272, over 19057.77 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.29, pruned_loss=0.06216, over 2466282.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05421, over 7740.10 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3115, pruned_loss=0.07533, over 2475348.41 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06491, over 20786.96 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 17:03:10,010 INFO [train.py:927] (4/8) Epoch 14, batch 15950, giga_loss[loss=0.2274, simple_loss=0.3144, pruned_loss=0.07015, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.306, pruned_loss=0.07215, over 2474113.45 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06834, over 19609.88 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2901, pruned_loss=0.06236, over 2466469.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.05801, over 7817.27 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3099, pruned_loss=0.07412, over 2474896.05 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06857, over 21371.98 utterances.], batch size: 162, lr: 2.77e-04
2022-08-29 17:04:59,288 INFO [train.py:927] (4/8) Epoch 14, batch 16000, giga_loss[loss=0.2137, simple_loss=0.3035, pruned_loss=0.06195, over 12395.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3041, pruned_loss=0.07211, over 2474472.85 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07306, over 20452.24 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.29, pruned_loss=0.06237, over 2466599.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.0571, over 7801.10 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07384, over 2475104.07 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07321, over 22064.21 utterances.], batch size: 113, lr: 2.77e-04
2022-08-29 17:06:43,508 INFO [train.py:927] (4/8) Epoch 14, batch 16050, giga_loss[loss=0.2231, simple_loss=0.3086, pruned_loss=0.0688, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03049, over 75.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3058, pruned_loss=0.07334, over 2473755.63 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08186, over 21735.55 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.29, pruned_loss=0.06236, over 2466388.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05689, over 7794.10 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3085, pruned_loss=0.07474, over 2474458.83 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08155, over 23057.23 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 17:08:26,661 INFO [train.py:927] (4/8) Epoch 14, batch 16100, giga_loss[loss=0.2138, simple_loss=0.3044, pruned_loss=0.0616, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02719, over 91.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.308, pruned_loss=0.0749, over 2474476.51 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07765, over 21325.13 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2902, pruned_loss=0.06277, over 2466766.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.06016, over 7848.40 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3105, pruned_loss=0.07605, over 2474928.36 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07699, over 22795.10 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 17:10:14,529 INFO [train.py:927] (4/8) Epoch 14, batch 16150, giga_loss[loss=0.2562, simple_loss=0.3263, pruned_loss=0.09306, over 12413.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03989, over 43.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3095, pruned_loss=0.0761, over 2474398.97 frames. utt_duration=468 frames, utt_pad_proportion=0.07648, over 21216.61 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2903, pruned_loss=0.06284, over 2466715.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05994, over 7841.15 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3116, pruned_loss=0.077, over 2474835.33 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07611, over 22435.39 utterances.], batch size: 43, lr: 2.77e-04
2022-08-29 17:11:57,136 INFO [train.py:927] (4/8) Epoch 14, batch 16200, giga_loss[loss=0.2065, simple_loss=0.2948, pruned_loss=0.05913, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3105, pruned_loss=0.07607, over 2474233.18 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07261, over 20733.40 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2902, pruned_loss=0.06282, over 2466394.71 frames. utt_duration=1266 frames, utt_pad_proportion=0.05862, over 7802.44 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3127, pruned_loss=0.07716, over 2475058.24 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0731, over 22094.02 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 17:13:43,995 INFO [train.py:927] (4/8) Epoch 14, batch 16250, giga_loss[loss=0.2526, simple_loss=0.3407, pruned_loss=0.0823, over 12451.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03753, over 123.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3115, pruned_loss=0.07706, over 2474178.74 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07307, over 20190.65 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2907, pruned_loss=0.06302, over 2466775.69 frames. utt_duration=1268 frames, utt_pad_proportion=0.05758, over 7792.43 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3133, pruned_loss=0.07804, over 2474679.29 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07384, over 21546.80 utterances.], batch size: 123, lr: 2.77e-04
2022-08-29 17:15:30,704 INFO [train.py:927] (4/8) Epoch 14, batch 16300, giga_loss[loss=0.2247, simple_loss=0.302, pruned_loss=0.07372, over 12369.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.03098, over 85.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3116, pruned_loss=0.0762, over 2474416.39 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07282, over 20703.83 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2905, pruned_loss=0.06314, over 2466305.29 frames. utt_duration=1272 frames, utt_pad_proportion=0.05646, over 7764.29 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3138, pruned_loss=0.0773, over 2475474.95 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07393, over 22214.59 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 17:17:16,500 INFO [train.py:927] (4/8) Epoch 14, batch 16350, giga_loss[loss=0.2313, simple_loss=0.3161, pruned_loss=0.07327, over 12362.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02901, over 66.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3122, pruned_loss=0.07703, over 2474791.70 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07185, over 21349.80 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2906, pruned_loss=0.06314, over 2466357.71 frames. utt_duration=1271 frames, utt_pad_proportion=0.05635, over 7769.69 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.314, pruned_loss=0.078, over 2475640.43 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07282, over 22650.32 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 17:19:02,298 INFO [train.py:927] (4/8) Epoch 14, batch 16400, giga_loss[loss=0.2188, simple_loss=0.2949, pruned_loss=0.07134, over 12172.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03381, over 36.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.311, pruned_loss=0.07707, over 2474145.55 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07259, over 21837.61 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2906, pruned_loss=0.06317, over 2465827.00 frames. utt_duration=1271 frames, utt_pad_proportion=0.05557, over 7768.65 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3132, pruned_loss=0.07828, over 2475597.34 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07377, over 23335.56 utterances.], batch size: 36, lr: 2.77e-04
2022-08-29 17:20:46,935 INFO [train.py:927] (4/8) Epoch 14, batch 16450, giga_loss[loss=0.2569, simple_loss=0.3305, pruned_loss=0.09165, over 12409.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05318, over 162.00 utterances.], tot_loss[loss=0.232, simple_loss=0.31, pruned_loss=0.07697, over 2472906.58 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07948, over 21796.66 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2906, pruned_loss=0.06335, over 2465579.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.0549, over 7756.98 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07814, over 2474495.05 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08033, over 23378.71 utterances.], batch size: 162, lr: 2.77e-04
2022-08-29 17:22:32,395 INFO [train.py:927] (4/8) Epoch 14, batch 16500, giga_loss[loss=0.2464, simple_loss=0.3159, pruned_loss=0.0884, over 12400.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02564, over 91.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3106, pruned_loss=0.07763, over 2472852.21 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07595, over 21493.59 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2904, pruned_loss=0.06328, over 2465555.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.05453, over 7740.47 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3127, pruned_loss=0.07873, over 2474184.53 frames. utt_duration=434 frames, utt_pad_proportion=0.077, over 22878.98 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 17:24:14,928 INFO [train.py:927] (4/8) Epoch 14, batch 16550, giga_loss[loss=0.2536, simple_loss=0.3295, pruned_loss=0.08884, over 12418.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04253, over 146.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3113, pruned_loss=0.07831, over 2473616.79 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07863, over 21554.75 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2906, pruned_loss=0.06331, over 2466068.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.05284, over 7722.42 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.07977, over 2474551.66 frames. utt_duration=427.4 frames, utt_pad_proportion=0.08, over 23240.02 utterances.], batch size: 146, lr: 2.77e-04
2022-08-29 17:26:00,003 INFO [train.py:927] (4/8) Epoch 14, batch 16600, giga_loss[loss=0.2659, simple_loss=0.3268, pruned_loss=0.1026, over 12351.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3112, pruned_loss=0.07853, over 2473621.08 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07743, over 20841.09 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2908, pruned_loss=0.06357, over 2466361.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05266, over 7753.91 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3137, pruned_loss=0.08003, over 2474351.53 frames. utt_duration=438.2 frames, utt_pad_proportion=0.079, over 22661.96 utterances.], batch size: 371, lr: 2.77e-04
2022-08-29 17:27:42,883 INFO [train.py:927] (4/8) Epoch 14, batch 16650, giga_loss[loss=0.2299, simple_loss=0.3143, pruned_loss=0.07272, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3119, pruned_loss=0.07901, over 2474109.78 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07518, over 20971.41 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2907, pruned_loss=0.06358, over 2466462.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05184, over 7748.84 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.0805, over 2474743.03 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07702, over 22680.48 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 17:29:28,823 INFO [train.py:927] (4/8) Epoch 14, batch 16700, giga_loss[loss=0.2145, simple_loss=0.3064, pruned_loss=0.06126, over 12370.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3126, pruned_loss=0.07879, over 2473960.40 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07103, over 20128.35 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2906, pruned_loss=0.06358, over 2466427.52 frames. utt_duration=1265 frames, utt_pad_proportion=0.05594, over 7805.78 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3153, pruned_loss=0.0804, over 2474713.24 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07167, over 21787.51 utterances.], batch size: 70, lr: 2.77e-04
2022-08-29 17:31:14,434 INFO [train.py:927] (4/8) Epoch 14, batch 16750, giga_loss[loss=0.2345, simple_loss=0.3127, pruned_loss=0.07814, over 12343.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03347, over 51.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07885, over 2473909.88 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06936, over 19852.14 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2907, pruned_loss=0.06369, over 2466062.30 frames. utt_duration=1271 frames, utt_pad_proportion=0.0547, over 7770.15 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3153, pruned_loss=0.08042, over 2475014.81 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0705, over 21526.30 utterances.], batch size: 51, lr: 2.76e-04
2022-08-29 17:33:00,952 INFO [train.py:927] (4/8) Epoch 14, batch 16800, libri_loss[loss=0.2177, simple_loss=0.2976, pruned_loss=0.0689, over 12379.00 frames. utt_duration=953.5 frames, utt_pad_proportion=0.0761, over 52.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3137, pruned_loss=0.07898, over 2474588.60 frames. utt_duration=481 frames, utt_pad_proportion=0.0716, over 20639.94 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2902, pruned_loss=0.06338, over 2466129.06 frames. utt_duration=1274 frames, utt_pad_proportion=0.05388, over 7749.59 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3168, pruned_loss=0.08092, over 2475643.65 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07277, over 22347.25 utterances.], batch size: 52, lr: 2.76e-04
2022-08-29 17:34:44,974 INFO [train.py:927] (4/8) Epoch 14, batch 16850, giga_loss[loss=0.2473, simple_loss=0.3234, pruned_loss=0.08559, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3134, pruned_loss=0.07881, over 2474624.22 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07303, over 20603.09 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2903, pruned_loss=0.06355, over 2466108.58 frames. utt_duration=1273 frames, utt_pad_proportion=0.05308, over 7756.03 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.08062, over 2475714.88 frames. utt_duration=445 frames, utt_pad_proportion=0.07434, over 22326.58 utterances.], batch size: 75, lr: 2.76e-04
2022-08-29 17:36:26,681 INFO [train.py:927] (4/8) Epoch 14, batch 16900, giga_loss[loss=0.2695, simple_loss=0.3326, pruned_loss=0.1032, over 12378.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0699, over 211.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3141, pruned_loss=0.07975, over 2474394.76 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07094, over 20652.36 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.06371, over 2465868.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.0522, over 7734.79 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3173, pruned_loss=0.08147, over 2475701.60 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07255, over 22397.45 utterances.], batch size: 211, lr: 2.76e-04
2022-08-29 17:38:14,140 INFO [train.py:927] (4/8) Epoch 14, batch 16950, giga_loss[loss=0.2454, simple_loss=0.3228, pruned_loss=0.08397, over 12422.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06142, over 183.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08061, over 2474556.63 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0747, over 21321.16 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2901, pruned_loss=0.06368, over 2465758.11 frames. utt_duration=1278 frames, utt_pad_proportion=0.05202, over 7727.12 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3177, pruned_loss=0.08203, over 2475702.09 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07578, over 22744.07 utterances.], batch size: 183, lr: 2.76e-04
2022-08-29 17:39:56,825 INFO [train.py:927] (4/8) Epoch 14, batch 17000, giga_loss[loss=0.2465, simple_loss=0.3287, pruned_loss=0.08217, over 12393.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06445, over 183.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08171, over 2474813.65 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07771, over 21908.54 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.29, pruned_loss=0.06371, over 2465998.63 frames. utt_duration=1277 frames, utt_pad_proportion=0.05187, over 7733.23 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08337, over 2475805.20 frames. utt_duration=423.3 frames, utt_pad_proportion=0.07858, over 23477.74 utterances.], batch size: 183, lr: 2.76e-04
2022-08-29 17:41:40,608 INFO [train.py:927] (4/8) Epoch 14, batch 17050, libri_loss[loss=0.2121, simple_loss=0.3003, pruned_loss=0.06196, over 12439.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02149, over 43.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3168, pruned_loss=0.08242, over 2474578.61 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08096, over 22525.61 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.06376, over 2466130.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.05089, over 7724.10 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3196, pruned_loss=0.0841, over 2475423.59 frames. utt_duration=412.2 frames, utt_pad_proportion=0.08191, over 24105.37 utterances.], batch size: 43, lr: 2.76e-04
2022-08-29 17:43:24,436 INFO [train.py:927] (4/8) Epoch 14, batch 17100, giga_loss[loss=0.2424, simple_loss=0.3271, pruned_loss=0.07887, over 12435.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03575, over 123.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3158, pruned_loss=0.08139, over 2474936.63 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08066, over 22666.16 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2901, pruned_loss=0.06381, over 2465867.94 frames. utt_duration=1278 frames, utt_pad_proportion=0.05098, over 7725.20 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3186, pruned_loss=0.08309, over 2476039.73 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08162, over 24271.57 utterances.], batch size: 123, lr: 2.76e-04
2022-08-29 17:45:09,752 INFO [train.py:927] (4/8) Epoch 14, batch 17150, libri_loss[loss=0.2226, simple_loss=0.3032, pruned_loss=0.07095, over 12398.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02469, over 43.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3144, pruned_loss=0.08004, over 2474806.21 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07768, over 21630.18 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2905, pruned_loss=0.06402, over 2465762.53 frames. utt_duration=1277 frames, utt_pad_proportion=0.04992, over 7731.58 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3171, pruned_loss=0.08177, over 2476077.54 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07927, over 23377.95 utterances.], batch size: 43, lr: 2.76e-04
2022-08-29 17:46:56,661 INFO [train.py:927] (4/8) Epoch 14, batch 17200, giga_loss[loss=0.2829, simple_loss=0.3474, pruned_loss=0.1092, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07049, over 211.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3125, pruned_loss=0.07871, over 2474820.97 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07546, over 21109.74 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.291, pruned_loss=0.06432, over 2465890.08 frames. utt_duration=1264 frames, utt_pad_proportion=0.05365, over 7810.61 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3151, pruned_loss=0.08039, over 2476057.54 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07621, over 22929.13 utterances.], batch size: 211, lr: 2.76e-04
2022-08-29 17:48:40,148 INFO [train.py:927] (4/8) Epoch 14, batch 17250, giga_loss[loss=0.2035, simple_loss=0.2771, pruned_loss=0.06498, over 12357.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04508, over 26.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3093, pruned_loss=0.07752, over 2474747.38 frames. utt_duration=463.4 frames, utt_pad_proportion=0.08099, over 21431.92 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.291, pruned_loss=0.06441, over 2465855.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.0535, over 7824.83 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.312, pruned_loss=0.07915, over 2476025.90 frames. utt_duration=427.8 frames, utt_pad_proportion=0.08146, over 23233.74 utterances.], batch size: 26, lr: 2.76e-04
2022-08-29 17:50:24,936 INFO [train.py:927] (4/8) Epoch 14, batch 17300, giga_loss[loss=0.2064, simple_loss=0.2998, pruned_loss=0.05652, over 12385.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3078, pruned_loss=0.07697, over 2474946.27 frames. utt_duration=472 frames, utt_pad_proportion=0.07907, over 21040.08 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.291, pruned_loss=0.06443, over 2465986.13 frames. utt_duration=1261 frames, utt_pad_proportion=0.05343, over 7829.51 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.31, pruned_loss=0.07837, over 2475912.44 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07969, over 22580.02 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 17:52:08,996 INFO [train.py:927] (4/8) Epoch 14, batch 17350, giga_loss[loss=0.2029, simple_loss=0.2936, pruned_loss=0.0561, over 12390.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02639, over 91.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3071, pruned_loss=0.07402, over 2475533.22 frames. utt_duration=463 frames, utt_pad_proportion=0.07712, over 21455.03 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2913, pruned_loss=0.06458, over 2465958.94 frames. utt_duration=1259 frames, utt_pad_proportion=0.05335, over 7846.08 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3088, pruned_loss=0.07513, over 2476451.67 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07788, over 22846.96 utterances.], batch size: 91, lr: 2.76e-04
2022-08-29 17:53:51,298 INFO [train.py:927] (4/8) Epoch 14, batch 17400, giga_loss[loss=0.1927, simple_loss=0.2883, pruned_loss=0.04856, over 12427.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0451, over 134.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3053, pruned_loss=0.07164, over 2475726.53 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08147, over 22499.12 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2919, pruned_loss=0.06517, over 2466146.95 frames. utt_duration=1224 frames, utt_pad_proportion=0.06602, over 8071.72 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3067, pruned_loss=0.07231, over 2476645.31 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07845, over 23903.11 utterances.], batch size: 134, lr: 2.76e-04
2022-08-29 17:55:35,996 INFO [train.py:927] (4/8) Epoch 14, batch 17450, giga_loss[loss=0.1837, simple_loss=0.2821, pruned_loss=0.0427, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06114, over 183.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.303, pruned_loss=0.06837, over 2476024.02 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08104, over 23354.90 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.0651, over 2465962.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.06578, over 8063.36 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3043, pruned_loss=0.06897, over 2476974.07 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07886, over 24537.01 utterances.], batch size: 183, lr: 2.76e-04
2022-08-29 17:57:21,585 INFO [train.py:927] (4/8) Epoch 14, batch 17500, giga_loss[loss=0.2156, simple_loss=0.3022, pruned_loss=0.0645, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3022, pruned_loss=0.0662, over 2475529.52 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07717, over 23341.00 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2916, pruned_loss=0.06489, over 2466134.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.06484, over 8045.30 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3035, pruned_loss=0.0669, over 2476297.76 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07594, over 24568.70 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 17:59:05,083 INFO [train.py:927] (4/8) Epoch 14, batch 17550, giga_loss[loss=0.2002, simple_loss=0.2906, pruned_loss=0.05487, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2999, pruned_loss=0.06447, over 2475704.93 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07456, over 23302.74 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2913, pruned_loss=0.06472, over 2466398.53 frames. utt_duration=1233 frames, utt_pad_proportion=0.06339, over 8012.23 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3015, pruned_loss=0.06519, over 2476355.93 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07419, over 24737.78 utterances.], batch size: 66, lr: 2.76e-04
2022-08-29 18:00:50,794 INFO [train.py:927] (4/8) Epoch 14, batch 17600, giga_loss[loss=0.2325, simple_loss=0.3049, pruned_loss=0.08006, over 12382.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09719, over 256.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2982, pruned_loss=0.06275, over 2475544.16 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07688, over 24090.00 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2916, pruned_loss=0.06479, over 2466324.92 frames. utt_duration=1235 frames, utt_pad_proportion=0.06242, over 7995.10 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2993, pruned_loss=0.06325, over 2476313.30 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07683, over 25531.31 utterances.], batch size: 256, lr: 2.76e-04
2022-08-29 18:02:35,226 INFO [train.py:927] (4/8) Epoch 14, batch 17650, giga_loss[loss=0.1944, simple_loss=0.2844, pruned_loss=0.05223, over 12421.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2965, pruned_loss=0.06089, over 2475806.77 frames. utt_duration=420.2 frames, utt_pad_proportion=0.07344, over 23647.35 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2921, pruned_loss=0.06504, over 2466488.90 frames. utt_duration=1227 frames, utt_pad_proportion=0.06434, over 8050.03 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2972, pruned_loss=0.06098, over 2476535.68 frames. utt_duration=395 frames, utt_pad_proportion=0.0731, over 25169.75 utterances.], batch size: 183, lr: 2.76e-04
2022-08-29 18:04:19,482 INFO [train.py:927] (4/8) Epoch 14, batch 17700, giga_loss[loss=0.2399, simple_loss=0.3241, pruned_loss=0.0778, over 12458.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.036, over 43.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05954, over 2475936.73 frames. utt_duration=420.9 frames, utt_pad_proportion=0.07341, over 23611.22 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2921, pruned_loss=0.065, over 2466534.05 frames. utt_duration=1231 frames, utt_pad_proportion=0.06297, over 8026.77 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2946, pruned_loss=0.0595, over 2476734.11 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07361, over 25289.15 utterances.], batch size: 43, lr: 2.76e-04
2022-08-29 18:06:05,939 INFO [train.py:927] (4/8) Epoch 14, batch 17750, giga_loss[loss=0.1988, simple_loss=0.2994, pruned_loss=0.04916, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2917, pruned_loss=0.05845, over 2476075.05 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07374, over 23818.80 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2923, pruned_loss=0.06513, over 2466572.60 frames. utt_duration=1225 frames, utt_pad_proportion=0.06343, over 8066.59 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.05817, over 2476886.03 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07382, over 25474.86 utterances.], batch size: 75, lr: 2.76e-04
2022-08-29 18:08:03,466 INFO [train.py:927] (4/8) Epoch 14, batch 17800, giga_loss[loss=0.2072, simple_loss=0.282, pruned_loss=0.06622, over 12376.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1814, over 359.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2921, pruned_loss=0.05822, over 2475582.76 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07562, over 24705.54 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2921, pruned_loss=0.06502, over 2466438.16 frames. utt_duration=1228 frames, utt_pad_proportion=0.06255, over 8046.38 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05796, over 2476494.96 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07586, over 26328.67 utterances.], batch size: 359, lr: 2.76e-04
2022-08-29 18:10:02,063 INFO [train.py:927] (4/8) Epoch 14, batch 17850, giga_loss[loss=0.2414, simple_loss=0.3113, pruned_loss=0.08578, over 12431.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.0581, over 2476133.67 frames. utt_duration=398.7 frames, utt_pad_proportion=0.0719, over 24930.45 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2919, pruned_loss=0.06495, over 2466409.64 frames. utt_duration=1226 frames, utt_pad_proportion=0.06219, over 8054.26 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2934, pruned_loss=0.0578, over 2477090.38 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07247, over 26609.96 utterances.], batch size: 258, lr: 2.76e-04
2022-08-29 18:12:09,625 INFO [train.py:927] (4/8) Epoch 14, batch 17900, giga_loss[loss=0.1899, simple_loss=0.2868, pruned_loss=0.04649, over 12382.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07172, over 212.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05684, over 2476270.73 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07002, over 24760.94 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2922, pruned_loss=0.06512, over 2466476.49 frames. utt_duration=1220 frames, utt_pad_proportion=0.06487, over 8100.09 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2919, pruned_loss=0.05627, over 2477219.42 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07003, over 26495.56 utterances.], batch size: 212, lr: 2.76e-04
2022-08-29 18:14:20,867 INFO [train.py:927] (4/8) Epoch 14, batch 17950, giga_loss[loss=0.185, simple_loss=0.271, pruned_loss=0.0495, over 12389.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07204, over 212.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05624, over 2476311.71 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07092, over 24637.40 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2927, pruned_loss=0.06552, over 2466913.54 frames. utt_duration=1216 frames, utt_pad_proportion=0.06452, over 8127.99 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2896, pruned_loss=0.05509, over 2477016.63 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07111, over 26640.55 utterances.], batch size: 212, lr: 2.76e-04
2022-08-29 18:16:16,986 INFO [train.py:927] (4/8) Epoch 14, batch 18000, giga_loss[loss=0.1813, simple_loss=0.2741, pruned_loss=0.04423, over 12396.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2883, pruned_loss=0.05567, over 2476951.98 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07212, over 25253.48 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2929, pruned_loss=0.0657, over 2467207.69 frames. utt_duration=1207 frames, utt_pad_proportion=0.06734, over 8187.22 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.05439, over 2477417.70 frames. utt_duration=366.9 frames, utt_pad_proportion=0.0714, over 27101.82 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 18:16:16,986 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 18:16:31,577 INFO [train.py:967] (4/8) 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] (4/8) Epoch 14, batch 18050, giga_loss[loss=0.2083, simple_loss=0.2939, pruned_loss=0.06136, over 12404.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2896, pruned_loss=0.05567, over 2477329.55 frames. utt_duration=402.6 frames, utt_pad_proportion=0.0714, over 24693.65 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2932, pruned_loss=0.06602, over 2466995.12 frames. utt_duration=1197 frames, utt_pad_proportion=0.07147, over 8251.55 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2888, pruned_loss=0.0542, over 2478007.82 frames. utt_duration=378 frames, utt_pad_proportion=0.0696, over 26313.29 utterances.], batch size: 257, lr: 2.76e-04
2022-08-29 18:20:43,803 INFO [train.py:927] (4/8) Epoch 14, batch 18100, libri_loss[loss=0.2349, simple_loss=0.3403, pruned_loss=0.06471, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006171, over 34.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2882, pruned_loss=0.05413, over 2477784.25 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06892, over 24178.20 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2936, pruned_loss=0.06613, over 2467166.73 frames. utt_duration=1198 frames, utt_pad_proportion=0.07088, over 8249.78 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.287, pruned_loss=0.05274, over 2478308.01 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06777, over 25681.48 utterances.], batch size: 34, lr: 2.76e-04
2022-08-29 18:22:46,395 INFO [train.py:927] (4/8) Epoch 14, batch 18150, giga_loss[loss=0.1931, simple_loss=0.2989, pruned_loss=0.04366, over 12271.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2899, pruned_loss=0.05402, over 2477501.96 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06611, over 24022.49 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2935, pruned_loss=0.06602, over 2467071.59 frames. utt_duration=1202 frames, utt_pad_proportion=0.06987, over 8217.03 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2891, pruned_loss=0.05281, over 2478184.48 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06562, over 25518.84 utterances.], batch size: 54, lr: 2.76e-04
2022-08-29 18:24:49,175 INFO [train.py:927] (4/8) Epoch 14, batch 18200, giga_loss[loss=0.1884, simple_loss=0.2887, pruned_loss=0.04402, over 12359.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03298, over 97.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2908, pruned_loss=0.05352, over 2477735.71 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06751, over 24688.05 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2931, pruned_loss=0.06579, over 2467025.99 frames. utt_duration=1206 frames, utt_pad_proportion=0.06929, over 8193.55 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2904, pruned_loss=0.05243, over 2478626.26 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06719, over 26339.25 utterances.], batch size: 97, lr: 2.76e-04
2022-08-29 18:26:56,084 INFO [train.py:927] (4/8) Epoch 14, batch 18250, giga_loss[loss=0.2016, simple_loss=0.293, pruned_loss=0.05509, over 12414.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02867, over 122.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2919, pruned_loss=0.05445, over 2477835.81 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06829, over 24718.98 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2928, pruned_loss=0.06564, over 2466807.03 frames. utt_duration=1210 frames, utt_pad_proportion=0.06814, over 8166.88 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2917, pruned_loss=0.05339, over 2479016.86 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06828, over 26483.14 utterances.], batch size: 122, lr: 2.76e-04
2022-08-29 18:29:19,395 INFO [train.py:927] (4/8) Epoch 14, batch 18300, giga_loss[loss=0.1897, simple_loss=0.282, pruned_loss=0.04872, over 12361.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03316, over 62.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2918, pruned_loss=0.05515, over 2477991.36 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07171, over 24784.23 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2932, pruned_loss=0.06604, over 2467224.19 frames. utt_duration=1202 frames, utt_pad_proportion=0.07154, over 8220.71 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2913, pruned_loss=0.05367, over 2478804.61 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07051, over 26513.29 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 18:31:23,422 INFO [train.py:927] (4/8) Epoch 14, batch 18350, giga_loss[loss=0.1955, simple_loss=0.2869, pruned_loss=0.05199, over 12390.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03716, over 113.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2897, pruned_loss=0.0544, over 2478562.26 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06832, over 24263.77 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.293, pruned_loss=0.06603, over 2467161.71 frames. utt_duration=1207 frames, utt_pad_proportion=0.07039, over 8188.61 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2894, pruned_loss=0.05299, over 2479506.40 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06788, over 26036.29 utterances.], batch size: 113, lr: 2.76e-04
2022-08-29 18:33:34,002 INFO [train.py:927] (4/8) Epoch 14, batch 18400, giga_loss[loss=0.2082, simple_loss=0.305, pruned_loss=0.05566, over 12379.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.03765, over 146.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2871, pruned_loss=0.05339, over 2478255.44 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06706, over 24046.71 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2926, pruned_loss=0.06588, over 2467122.56 frames. utt_duration=1210 frames, utt_pad_proportion=0.0699, over 8168.77 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2871, pruned_loss=0.0523, over 2479129.53 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06693, over 25605.51 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 18:35:32,362 INFO [train.py:927] (4/8) Epoch 14, batch 18450, giga_loss[loss=0.1884, simple_loss=0.2709, pruned_loss=0.05295, over 12442.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.05376, over 2478750.42 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06848, over 24558.96 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2928, pruned_loss=0.06594, over 2467113.83 frames. utt_duration=1207 frames, utt_pad_proportion=0.07021, over 8187.12 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2876, pruned_loss=0.05273, over 2479532.59 frames. utt_duration=384 frames, utt_pad_proportion=0.06821, over 25910.95 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 18:37:36,826 INFO [train.py:927] (4/8) Epoch 14, batch 18500, giga_loss[loss=0.2033, simple_loss=0.2916, pruned_loss=0.05753, over 12343.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03364, over 58.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2876, pruned_loss=0.05444, over 2478386.45 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06735, over 23817.57 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2928, pruned_loss=0.06594, over 2466747.76 frames. utt_duration=1209 frames, utt_pad_proportion=0.06971, over 8170.29 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05353, over 2479439.59 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06732, over 25043.01 utterances.], batch size: 58, lr: 2.76e-04
2022-08-29 18:39:51,970 INFO [train.py:927] (4/8) Epoch 14, batch 18550, giga_loss[loss=0.1759, simple_loss=0.2777, pruned_loss=0.03702, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03035, over 70.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2897, pruned_loss=0.05477, over 2478363.65 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06663, over 23581.34 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.06599, over 2466600.07 frames. utt_duration=1204 frames, utt_pad_proportion=0.07185, over 8205.30 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2893, pruned_loss=0.0537, over 2479641.87 frames. utt_duration=398.9 frames, utt_pad_proportion=0.066, over 24936.91 utterances.], batch size: 70, lr: 2.76e-04
2022-08-29 18:42:07,756 INFO [train.py:927] (4/8) Epoch 14, batch 18600, giga_loss[loss=0.187, simple_loss=0.2681, pruned_loss=0.05297, over 12434.00 frames. utt_duration=858.6 frames, utt_pad_proportion=0.02429, over 58.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2875, pruned_loss=0.0539, over 2478416.78 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06905, over 23877.09 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2929, pruned_loss=0.06592, over 2466356.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07106, over 8197.27 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2872, pruned_loss=0.05291, over 2479869.81 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06865, over 25244.98 utterances.], batch size: 58, lr: 2.76e-04
2022-08-29 18:44:09,556 INFO [train.py:927] (4/8) Epoch 14, batch 18650, giga_loss[loss=0.1745, simple_loss=0.2643, pruned_loss=0.04235, over 12413.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04801, over 161.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2829, pruned_loss=0.05229, over 2478141.72 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06544, over 23054.29 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2928, pruned_loss=0.06582, over 2466233.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.07004, over 8165.52 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2826, pruned_loss=0.05137, over 2479613.07 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06557, over 24434.24 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 18:46:07,635 INFO [train.py:927] (4/8) Epoch 14, batch 18700, giga_loss[loss=0.1764, simple_loss=0.27, pruned_loss=0.04138, over 12342.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03069, over 91.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2838, pruned_loss=0.05289, over 2478030.70 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06604, over 23606.51 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2928, pruned_loss=0.06582, over 2466233.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.07004, over 8165.52 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2836, pruned_loss=0.05217, over 2479175.87 frames. utt_duration=403 frames, utt_pad_proportion=0.06612, over 24680.54 utterances.], batch size: 91, lr: 2.76e-04
2022-08-29 18:48:12,022 INFO [train.py:927] (4/8) Epoch 14, batch 18750, giga_loss[loss=0.1856, simple_loss=0.2728, pruned_loss=0.04921, over 12377.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2825, pruned_loss=0.05185, over 2477935.06 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06753, over 24058.61 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06574, over 2466170.69 frames. utt_duration=1211 frames, utt_pad_proportion=0.06957, over 8152.86 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2822, pruned_loss=0.05126, over 2479000.33 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06766, over 25056.88 utterances.], batch size: 91, lr: 2.76e-04
2022-08-29 18:50:31,028 INFO [train.py:927] (4/8) Epoch 14, batch 18800, giga_loss[loss=0.1954, simple_loss=0.281, pruned_loss=0.05488, over 12422.00 frames. utt_duration=585.7 frames, utt_pad_proportion=0.02543, over 85.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2811, pruned_loss=0.05156, over 2477689.21 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07052, over 25273.98 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2927, pruned_loss=0.06565, over 2466015.84 frames. utt_duration=1213 frames, utt_pad_proportion=0.06932, over 8145.10 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2809, pruned_loss=0.0511, over 2478690.59 frames. utt_duration=380.7 frames, utt_pad_proportion=0.07058, over 26123.83 utterances.], batch size: 85, lr: 2.76e-04
2022-08-29 18:52:29,099 INFO [train.py:927] (4/8) Epoch 14, batch 18850, giga_loss[loss=0.1837, simple_loss=0.2726, pruned_loss=0.04744, over 12431.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04696, over 161.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2817, pruned_loss=0.05211, over 2477411.52 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06765, over 25403.88 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2927, pruned_loss=0.0656, over 2466159.76 frames. utt_duration=1213 frames, utt_pad_proportion=0.06881, over 8144.32 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2813, pruned_loss=0.05147, over 2478356.19 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06794, over 26488.74 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 18:54:28,071 INFO [train.py:927] (4/8) Epoch 14, batch 18900, giga_loss[loss=0.2124, simple_loss=0.3117, pruned_loss=0.05657, over 12413.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03248, over 80.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2811, pruned_loss=0.05125, over 2477647.27 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06679, over 25020.32 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2924, pruned_loss=0.06547, over 2466443.48 frames. utt_duration=1217 frames, utt_pad_proportion=0.06777, over 8119.57 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2809, pruned_loss=0.05062, over 2478353.88 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06733, over 26192.25 utterances.], batch size: 80, lr: 2.76e-04
2022-08-29 18:56:24,747 INFO [train.py:927] (4/8) Epoch 14, batch 18950, giga_loss[loss=0.1872, simple_loss=0.2656, pruned_loss=0.05438, over 12381.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1855, over 361.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2834, pruned_loss=0.05176, over 2476972.99 frames. utt_duration=400 frames, utt_pad_proportion=0.06836, over 24846.86 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2924, pruned_loss=0.06531, over 2466292.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06607, over 8092.27 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2828, pruned_loss=0.05088, over 2478076.44 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06918, over 26429.16 utterances.], batch size: 361, lr: 2.76e-04
2022-08-29 18:58:20,785 INFO [train.py:927] (4/8) Epoch 14, batch 19000, giga_loss[loss=0.1741, simple_loss=0.2657, pruned_loss=0.04127, over 12325.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03158, over 48.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2842, pruned_loss=0.05191, over 2476773.65 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06787, over 23895.11 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.293, pruned_loss=0.06581, over 2466560.41 frames. utt_duration=1200 frames, utt_pad_proportion=0.07349, over 8231.61 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.283, pruned_loss=0.05032, over 2477743.30 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06624, over 25543.53 utterances.], batch size: 48, lr: 2.76e-04
2022-08-29 19:00:22,933 INFO [train.py:927] (4/8) Epoch 14, batch 19050, libri_loss[loss=0.2206, simple_loss=0.3045, pruned_loss=0.0683, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007651, over 37.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05078, over 2477561.83 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0632, over 23294.44 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2927, pruned_loss=0.06577, over 2466901.23 frames. utt_duration=1205 frames, utt_pad_proportion=0.07216, over 8198.26 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2813, pruned_loss=0.0492, over 2478256.13 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06249, over 24991.51 utterances.], batch size: 37, lr: 2.76e-04
2022-08-29 19:02:20,412 INFO [train.py:927] (4/8) Epoch 14, batch 19100, giga_loss[loss=0.1907, simple_loss=0.2837, pruned_loss=0.04885, over 12462.00 frames. utt_duration=409.6 frames, utt_pad_proportion=0.02933, over 122.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2822, pruned_loss=0.05136, over 2477147.37 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06143, over 22664.40 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2924, pruned_loss=0.06592, over 2466859.23 frames. utt_duration=1199 frames, utt_pad_proportion=0.07425, over 8239.74 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2812, pruned_loss=0.04938, over 2478092.74 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06015, over 24529.04 utterances.], batch size: 122, lr: 2.76e-04
2022-08-29 19:04:27,064 INFO [train.py:927] (4/8) Epoch 14, batch 19150, giga_loss[loss=0.1781, simple_loss=0.2686, pruned_loss=0.0438, over 12338.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03351, over 62.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2846, pruned_loss=0.05244, over 2476652.01 frames. utt_duration=440.7 frames, utt_pad_proportion=0.05895, over 22541.69 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2921, pruned_loss=0.06564, over 2466638.28 frames. utt_duration=1205 frames, utt_pad_proportion=0.0724, over 8196.19 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2839, pruned_loss=0.05066, over 2477883.67 frames. utt_duration=405.5 frames, utt_pad_proportion=0.05852, over 24515.39 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 19:06:23,870 INFO [train.py:927] (4/8) Epoch 14, batch 19200, giga_loss[loss=0.2178, simple_loss=0.3114, pruned_loss=0.06208, over 12414.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03979, over 133.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2864, pruned_loss=0.05341, over 2476862.18 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06152, over 23720.95 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2921, pruned_loss=0.0655, over 2466879.94 frames. utt_duration=1208 frames, utt_pad_proportion=0.0708, over 8179.36 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2856, pruned_loss=0.05176, over 2477903.77 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06135, over 25707.02 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 19:08:23,804 INFO [train.py:927] (4/8) Epoch 14, batch 19250, giga_loss[loss=0.2094, simple_loss=0.2981, pruned_loss=0.0604, over 12420.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.06983, over 213.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2886, pruned_loss=0.05387, over 2476969.35 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06359, over 24341.80 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2925, pruned_loss=0.06524, over 2466707.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.06928, over 8137.53 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2875, pruned_loss=0.05248, over 2478208.12 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06369, over 26386.36 utterances.], batch size: 213, lr: 2.76e-04
2022-08-29 19:10:37,544 INFO [train.py:927] (4/8) Epoch 14, batch 19300, giga_loss[loss=0.2039, simple_loss=0.2776, pruned_loss=0.0651, over 12383.00 frames. utt_duration=197 frames, utt_pad_proportion=0.08815, over 253.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2869, pruned_loss=0.05321, over 2477291.08 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06402, over 24386.41 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2923, pruned_loss=0.06505, over 2467058.15 frames. utt_duration=1220 frames, utt_pad_proportion=0.06759, over 8101.32 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.286, pruned_loss=0.0519, over 2478285.07 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06446, over 26563.85 utterances.], batch size: 253, lr: 2.76e-04
2022-08-29 19:12:35,672 INFO [train.py:927] (4/8) Epoch 14, batch 19350, giga_loss[loss=0.1832, simple_loss=0.2691, pruned_loss=0.04864, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.286, pruned_loss=0.05314, over 2476960.39 frames. utt_duration=426.9 frames, utt_pad_proportion=0.0599, over 23272.17 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2922, pruned_loss=0.06524, over 2467176.65 frames. utt_duration=1224 frames, utt_pad_proportion=0.06641, over 8075.47 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2853, pruned_loss=0.0516, over 2477920.91 frames. utt_duration=390.5 frames, utt_pad_proportion=0.0609, over 25461.53 utterances.], batch size: 48, lr: 2.75e-04
2022-08-29 19:14:41,434 INFO [train.py:927] (4/8) Epoch 14, batch 19400, giga_loss[loss=0.19, simple_loss=0.2863, pruned_loss=0.04681, over 12383.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0683, over 212.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2838, pruned_loss=0.05255, over 2477124.93 frames. utt_duration=437.1 frames, utt_pad_proportion=0.05761, over 22729.12 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2918, pruned_loss=0.06511, over 2467130.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06507, over 8037.55 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.05106, over 2478230.14 frames. utt_duration=398.1 frames, utt_pad_proportion=0.05893, over 24972.68 utterances.], batch size: 212, lr: 2.75e-04
2022-08-29 19:16:36,144 INFO [train.py:927] (4/8) Epoch 14, batch 19450, giga_loss[loss=0.1936, simple_loss=0.2795, pruned_loss=0.05385, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03594, over 113.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2838, pruned_loss=0.05267, over 2476748.12 frames. utt_duration=432.6 frames, utt_pad_proportion=0.06049, over 22963.17 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2916, pruned_loss=0.06503, over 2466582.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.063, over 7982.94 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05102, over 2478559.72 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06188, over 25460.16 utterances.], batch size: 113, lr: 2.75e-04
2022-08-29 19:18:34,566 INFO [train.py:927] (4/8) Epoch 14, batch 19500, giga_loss[loss=0.1846, simple_loss=0.2861, pruned_loss=0.04152, over 12473.00 frames. utt_duration=703.8 frames, utt_pad_proportion=0.03456, over 71.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.285, pruned_loss=0.05206, over 2476825.63 frames. utt_duration=430 frames, utt_pad_proportion=0.06015, over 23103.30 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2911, pruned_loss=0.06501, over 2466145.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06201, over 7936.76 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2848, pruned_loss=0.0505, over 2478864.70 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06155, over 25462.03 utterances.], batch size: 71, lr: 2.75e-04
2022-08-29 19:20:41,989 INFO [train.py:927] (4/8) Epoch 14, batch 19550, giga_loss[loss=0.2189, simple_loss=0.2974, pruned_loss=0.07021, over 12394.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2858, pruned_loss=0.0519, over 2477332.93 frames. utt_duration=425.7 frames, utt_pad_proportion=0.05965, over 23342.98 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2912, pruned_loss=0.06504, over 2466295.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06187, over 7952.33 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2855, pruned_loss=0.05055, over 2478901.42 frames. utt_duration=393 frames, utt_pad_proportion=0.06084, over 25310.30 utterances.], batch size: 257, lr: 2.75e-04
2022-08-29 19:22:50,840 INFO [train.py:927] (4/8) Epoch 14, batch 19600, giga_loss[loss=0.1922, simple_loss=0.2857, pruned_loss=0.0493, over 12418.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03806, over 105.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2856, pruned_loss=0.05177, over 2477733.60 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0612, over 23560.65 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2912, pruned_loss=0.06497, over 2466522.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.06149, over 7961.59 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2852, pruned_loss=0.05033, over 2479140.84 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06214, over 25626.43 utterances.], batch size: 105, lr: 2.75e-04
2022-08-29 19:25:03,317 INFO [train.py:927] (4/8) Epoch 14, batch 19650, giga_loss[loss=0.1979, simple_loss=0.2834, pruned_loss=0.05624, over 12398.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09424, over 255.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2863, pruned_loss=0.05173, over 2477573.96 frames. utt_duration=413 frames, utt_pad_proportion=0.06281, over 24064.15 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.291, pruned_loss=0.0649, over 2466370.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.06082, over 7940.23 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2861, pruned_loss=0.05046, over 2478994.86 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06364, over 25944.50 utterances.], batch size: 255, lr: 2.75e-04
2022-08-29 19:27:15,481 INFO [train.py:927] (4/8) Epoch 14, batch 19700, libri_loss[loss=0.212, simple_loss=0.3034, pruned_loss=0.06031, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007776, over 37.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.288, pruned_loss=0.05244, over 2477093.75 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06086, over 23031.35 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2904, pruned_loss=0.06463, over 2465723.72 frames. utt_duration=1255 frames, utt_pad_proportion=0.05881, over 7867.04 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2882, pruned_loss=0.0511, over 2479281.85 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06227, over 25317.83 utterances.], batch size: 37, lr: 2.75e-04
2022-08-29 19:29:36,431 INFO [train.py:927] (4/8) Epoch 14, batch 19750, giga_loss[loss=0.2158, simple_loss=0.3056, pruned_loss=0.06306, over 12392.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2864, pruned_loss=0.05217, over 2477622.04 frames. utt_duration=451.9 frames, utt_pad_proportion=0.05806, over 21987.86 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2898, pruned_loss=0.06429, over 2465804.58 frames. utt_duration=1259 frames, utt_pad_proportion=0.0583, over 7845.53 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2871, pruned_loss=0.05099, over 2479690.55 frames. utt_duration=409.1 frames, utt_pad_proportion=0.05962, over 24312.88 utterances.], batch size: 62, lr: 2.75e-04
2022-08-29 19:31:41,885 INFO [train.py:927] (4/8) Epoch 14, batch 19800, giga_loss[loss=0.1906, simple_loss=0.2858, pruned_loss=0.04773, over 12386.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.02667, over 62.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.286, pruned_loss=0.05125, over 2478380.33 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0577, over 22550.47 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2901, pruned_loss=0.06441, over 2466217.37 frames. utt_duration=1260 frames, utt_pad_proportion=0.05758, over 7837.88 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2862, pruned_loss=0.05006, over 2479813.02 frames. utt_duration=404.6 frames, utt_pad_proportion=0.05914, over 24584.01 utterances.], batch size: 62, lr: 2.75e-04
2022-08-29 19:33:42,662 INFO [train.py:927] (4/8) Epoch 14, batch 19850, giga_loss[loss=0.2064, simple_loss=0.3045, pruned_loss=0.05414, over 12453.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2882, pruned_loss=0.05201, over 2478320.08 frames. utt_duration=428.2 frames, utt_pad_proportion=0.05757, over 23213.47 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2902, pruned_loss=0.06443, over 2466210.30 frames. utt_duration=1262 frames, utt_pad_proportion=0.05714, over 7828.52 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2882, pruned_loss=0.05093, over 2479567.20 frames. utt_duration=398.4 frames, utt_pad_proportion=0.05884, over 24968.87 utterances.], batch size: 162, lr: 2.75e-04
2022-08-29 19:35:38,556 INFO [train.py:927] (4/8) Epoch 14, batch 19900, giga_loss[loss=0.194, simple_loss=0.2932, pruned_loss=0.04744, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05744, over 182.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2869, pruned_loss=0.05183, over 2477863.24 frames. utt_duration=446.4 frames, utt_pad_proportion=0.05625, over 22261.50 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2905, pruned_loss=0.06439, over 2466139.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05587, over 7803.97 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2866, pruned_loss=0.05066, over 2479249.94 frames. utt_duration=412.7 frames, utt_pad_proportion=0.05776, over 24099.13 utterances.], batch size: 182, lr: 2.75e-04
2022-08-29 19:37:32,674 INFO [train.py:927] (4/8) Epoch 14, batch 19950, giga_loss[loss=0.2058, simple_loss=0.282, pruned_loss=0.06474, over 12379.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1742, over 356.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2869, pruned_loss=0.05226, over 2477833.34 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06076, over 23244.42 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2909, pruned_loss=0.06461, over 2466276.54 frames. utt_duration=1267 frames, utt_pad_proportion=0.05481, over 7797.97 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2863, pruned_loss=0.05086, over 2479059.08 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06189, over 25029.29 utterances.], batch size: 356, lr: 2.75e-04
2022-08-29 19:39:17,455 INFO [train.py:927] (4/8) Epoch 14, batch 20000, giga_loss[loss=0.2639, simple_loss=0.3446, pruned_loss=0.09161, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02244, over 48.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2937, pruned_loss=0.05628, over 2476622.46 frames. utt_duration=440.4 frames, utt_pad_proportion=0.0612, over 22556.99 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2909, pruned_loss=0.06474, over 2466283.99 frames. utt_duration=1270 frames, utt_pad_proportion=0.05368, over 7776.20 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2931, pruned_loss=0.05476, over 2477866.81 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06247, over 24409.14 utterances.], batch size: 48, lr: 2.75e-04
2022-08-29 19:41:01,762 INFO [train.py:927] (4/8) Epoch 14, batch 20050, giga_loss[loss=0.2137, simple_loss=0.3041, pruned_loss=0.06162, over 12360.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03643, over 80.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2939, pruned_loss=0.05692, over 2475285.29 frames. utt_duration=469.9 frames, utt_pad_proportion=0.05978, over 21130.21 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06493, over 2466363.95 frames. utt_duration=1273 frames, utt_pad_proportion=0.0531, over 7757.67 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2933, pruned_loss=0.05546, over 2476314.70 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06118, over 22798.61 utterances.], batch size: 80, lr: 2.75e-04
2022-08-29 19:42:45,352 INFO [train.py:927] (4/8) Epoch 14, batch 20100, giga_loss[loss=0.1577, simple_loss=0.2399, pruned_loss=0.03777, over 12135.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03988, over 33.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2879, pruned_loss=0.05531, over 2475249.68 frames. utt_duration=476.1 frames, utt_pad_proportion=0.05894, over 20855.55 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2909, pruned_loss=0.06478, over 2466536.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05331, over 7775.93 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2877, pruned_loss=0.05406, over 2476129.03 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06009, over 22483.05 utterances.], batch size: 33, lr: 2.75e-04
2022-08-29 19:44:30,457 INFO [train.py:927] (4/8) Epoch 14, batch 20150, giga_loss[loss=0.2267, simple_loss=0.2882, pruned_loss=0.08262, over 12367.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1118, over 260.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2805, pruned_loss=0.05316, over 2474796.90 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0602, over 20827.74 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2906, pruned_loss=0.06459, over 2466383.45 frames. utt_duration=1272 frames, utt_pad_proportion=0.05285, over 7765.26 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2804, pruned_loss=0.0522, over 2475760.33 frames. utt_duration=445.4 frames, utt_pad_proportion=0.06121, over 22300.26 utterances.], batch size: 260, lr: 2.75e-04
2022-08-29 19:46:13,798 INFO [train.py:927] (4/8) Epoch 14, batch 20200, giga_loss[loss=0.1667, simple_loss=0.2556, pruned_loss=0.03897, over 12364.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02872, over 91.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2747, pruned_loss=0.05131, over 2474957.84 frames. utt_duration=490.8 frames, utt_pad_proportion=0.05741, over 20228.54 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2904, pruned_loss=0.06452, over 2466512.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05213, over 7749.08 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2746, pruned_loss=0.05039, over 2475757.14 frames. utt_duration=459 frames, utt_pad_proportion=0.05867, over 21639.30 utterances.], batch size: 91, lr: 2.75e-04
2022-08-29 19:47:57,852 INFO [train.py:927] (4/8) Epoch 14, batch 20250, giga_loss[loss=0.1535, simple_loss=0.2375, pruned_loss=0.03473, over 12460.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03048, over 86.00 utterances.], tot_loss[loss=0.1851, simple_loss=0.2699, pruned_loss=0.0501, over 2474376.94 frames. utt_duration=495.1 frames, utt_pad_proportion=0.05863, over 20047.25 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2898, pruned_loss=0.06442, over 2466500.09 frames. utt_duration=1280 frames, utt_pad_proportion=0.05155, over 7716.67 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2699, pruned_loss=0.04911, over 2475243.15 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0598, over 21521.47 utterances.], batch size: 86, lr: 2.75e-04
2022-08-29 19:49:41,723 INFO [train.py:927] (4/8) Epoch 14, batch 20300, giga_loss[loss=0.1569, simple_loss=0.2357, pruned_loss=0.03903, over 12301.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02375, over 54.00 utterances.], tot_loss[loss=0.1804, simple_loss=0.2649, pruned_loss=0.04796, over 2474295.75 frames. utt_duration=513.6 frames, utt_pad_proportion=0.05483, over 19325.31 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2897, pruned_loss=0.0644, over 2466684.40 frames. utt_duration=1282 frames, utt_pad_proportion=0.05095, over 7703.96 utterances.], giga_tot_loss[loss=0.1793, simple_loss=0.2647, pruned_loss=0.04698, over 2474931.46 frames. utt_duration=480.5 frames, utt_pad_proportion=0.05624, over 20662.48 utterances.], batch size: 54, lr: 2.75e-04
2022-08-29 19:51:25,823 INFO [train.py:927] (4/8) Epoch 14, batch 20350, giga_loss[loss=0.1286, simple_loss=0.2171, pruned_loss=0.02005, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2622, pruned_loss=0.04788, over 2473922.43 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06103, over 19221.01 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2899, pruned_loss=0.0648, over 2466533.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.04983, over 7674.06 utterances.], giga_tot_loss[loss=0.1769, simple_loss=0.2612, pruned_loss=0.04631, over 2474781.47 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06221, over 20628.56 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 19:53:09,322 INFO [train.py:927] (4/8) Epoch 14, batch 20400, giga_loss[loss=0.1803, simple_loss=0.2552, pruned_loss=0.05273, over 12352.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.1748, simple_loss=0.2572, pruned_loss=0.04618, over 2473358.72 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06129, over 19121.61 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.29, pruned_loss=0.06484, over 2466522.65 frames. utt_duration=1288 frames, utt_pad_proportion=0.04962, over 7671.69 utterances.], giga_tot_loss[loss=0.1729, simple_loss=0.2562, pruned_loss=0.04481, over 2474075.00 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06231, over 20281.42 utterances.], batch size: 258, lr: 2.75e-04
2022-08-29 19:54:54,461 INFO [train.py:927] (4/8) Epoch 14, batch 20450, giga_loss[loss=0.2086, simple_loss=0.3013, pruned_loss=0.05792, over 12362.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.1788, simple_loss=0.2616, pruned_loss=0.04798, over 2474662.69 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06087, over 19650.59 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2904, pruned_loss=0.06513, over 2466989.57 frames. utt_duration=1284 frames, utt_pad_proportion=0.04951, over 7694.23 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2595, pruned_loss=0.04614, over 2475017.29 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06187, over 20883.22 utterances.], batch size: 66, lr: 2.75e-04
2022-08-29 19:56:37,915 INFO [train.py:927] (4/8) Epoch 14, batch 20500, giga_loss[loss=0.2241, simple_loss=0.3144, pruned_loss=0.06687, over 12373.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03784, over 113.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2706, pruned_loss=0.05176, over 2473871.82 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06304, over 18905.41 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2905, pruned_loss=0.06515, over 2467025.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.04915, over 7705.54 utterances.], giga_tot_loss[loss=0.1835, simple_loss=0.2678, pruned_loss=0.0496, over 2474394.35 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06414, over 20364.11 utterances.], batch size: 113, lr: 2.75e-04
2022-08-29 19:58:20,807 INFO [train.py:927] (4/8) Epoch 14, batch 20550, giga_loss[loss=0.217, simple_loss=0.3106, pruned_loss=0.06169, over 12357.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2776, pruned_loss=0.05447, over 2473612.11 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06096, over 18054.75 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2904, pruned_loss=0.06502, over 2467087.79 frames. utt_duration=1286 frames, utt_pad_proportion=0.04774, over 7682.63 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2749, pruned_loss=0.05243, over 2474209.96 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06274, over 19660.34 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 20:00:06,439 INFO [train.py:927] (4/8) Epoch 14, batch 20600, giga_loss[loss=0.1803, simple_loss=0.2766, pruned_loss=0.04204, over 12383.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.281, pruned_loss=0.0547, over 2474120.42 frames. utt_duration=531 frames, utt_pad_proportion=0.06256, over 18687.92 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2902, pruned_loss=0.06495, over 2467147.35 frames. utt_duration=1287 frames, utt_pad_proportion=0.04759, over 7674.22 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.279, pruned_loss=0.05312, over 2474566.21 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06389, over 19993.54 utterances.], batch size: 70, lr: 2.75e-04
2022-08-29 20:01:49,506 INFO [train.py:927] (4/8) Epoch 14, batch 20650, giga_loss[loss=0.2119, simple_loss=0.297, pruned_loss=0.06343, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03114, over 85.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2852, pruned_loss=0.05723, over 2473312.65 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06653, over 18904.84 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2902, pruned_loss=0.065, over 2467054.44 frames. utt_duration=1279 frames, utt_pad_proportion=0.05126, over 7726.69 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2834, pruned_loss=0.0557, over 2473886.64 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06613, over 20139.56 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:03:33,565 INFO [train.py:927] (4/8) Epoch 14, batch 20700, giga_loss[loss=0.1959, simple_loss=0.3008, pruned_loss=0.04555, over 12458.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2886, pruned_loss=0.05781, over 2473266.14 frames. utt_duration=548.8 frames, utt_pad_proportion=0.0614, over 18076.30 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.29, pruned_loss=0.06467, over 2466859.19 frames. utt_duration=1283 frames, utt_pad_proportion=0.05081, over 7701.94 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2873, pruned_loss=0.0568, over 2473978.44 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06157, over 19220.64 utterances.], batch size: 75, lr: 2.75e-04
2022-08-29 20:05:15,779 INFO [train.py:927] (4/8) Epoch 14, batch 20750, giga_loss[loss=0.2227, simple_loss=0.3041, pruned_loss=0.07068, over 12428.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02557, over 43.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2915, pruned_loss=0.05905, over 2473032.42 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06593, over 18261.39 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2893, pruned_loss=0.06431, over 2467262.43 frames. utt_duration=1283 frames, utt_pad_proportion=0.04999, over 7701.08 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.291, pruned_loss=0.05834, over 2473486.78 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06625, over 19550.03 utterances.], batch size: 43, lr: 2.75e-04
2022-08-29 20:07:01,462 INFO [train.py:927] (4/8) Epoch 14, batch 20800, giga_loss[loss=0.2079, simple_loss=0.2991, pruned_loss=0.05838, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2929, pruned_loss=0.05897, over 2473004.64 frames. utt_duration=550 frames, utt_pad_proportion=0.06488, over 18035.42 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.289, pruned_loss=0.06421, over 2467050.07 frames. utt_duration=1287 frames, utt_pad_proportion=0.04941, over 7675.20 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2928, pruned_loss=0.0584, over 2473658.11 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06548, over 19258.39 utterances.], batch size: 97, lr: 2.75e-04
2022-08-29 20:08:43,924 INFO [train.py:927] (4/8) Epoch 14, batch 20850, giga_loss[loss=0.2367, simple_loss=0.3194, pruned_loss=0.07703, over 12416.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05514, over 162.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.294, pruned_loss=0.05979, over 2472182.03 frames. utt_duration=545.6 frames, utt_pad_proportion=0.065, over 18173.36 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2893, pruned_loss=0.06448, over 2466852.07 frames. utt_duration=1290 frames, utt_pad_proportion=0.04827, over 7655.28 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05894, over 2473020.75 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06605, over 19457.04 utterances.], batch size: 162, lr: 2.75e-04
2022-08-29 20:10:26,470 INFO [train.py:927] (4/8) Epoch 14, batch 20900, giga_loss[loss=0.2772, simple_loss=0.3411, pruned_loss=0.1066, over 12391.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2953, pruned_loss=0.06143, over 2472233.28 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06319, over 17389.25 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.289, pruned_loss=0.06439, over 2466921.15 frames. utt_duration=1281 frames, utt_pad_proportion=0.05167, over 7714.93 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2956, pruned_loss=0.06066, over 2473047.73 frames. utt_duration=528 frames, utt_pad_proportion=0.06323, over 18787.74 utterances.], batch size: 260, lr: 2.75e-04
2022-08-29 20:12:10,986 INFO [train.py:927] (4/8) Epoch 14, batch 20950, giga_loss[loss=0.1987, simple_loss=0.283, pruned_loss=0.05722, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02657, over 48.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2953, pruned_loss=0.0626, over 2471564.83 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05982, over 16778.96 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2883, pruned_loss=0.06414, over 2466930.69 frames. utt_duration=1283 frames, utt_pad_proportion=0.05109, over 7701.98 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2964, pruned_loss=0.06213, over 2472377.73 frames. utt_duration=543 frames, utt_pad_proportion=0.06045, over 18262.69 utterances.], batch size: 48, lr: 2.75e-04
2022-08-29 20:13:57,068 INFO [train.py:927] (4/8) Epoch 14, batch 21000, giga_loss[loss=0.194, simple_loss=0.2793, pruned_loss=0.05433, over 12467.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02988, over 55.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.295, pruned_loss=0.06296, over 2471815.90 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06039, over 17156.14 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2885, pruned_loss=0.06421, over 2466862.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.05069, over 7694.98 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2957, pruned_loss=0.06252, over 2472557.92 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06104, over 18412.05 utterances.], batch size: 55, lr: 2.75e-04
2022-08-29 20:13:57,070 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 20:14:11,877 INFO [train.py:967] (4/8) 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 20:15:54,376 INFO [train.py:927] (4/8) Epoch 14, batch 21050, giga_loss[loss=0.1762, simple_loss=0.267, pruned_loss=0.04276, over 12343.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2945, pruned_loss=0.06241, over 2472594.22 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06495, over 17729.60 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2886, pruned_loss=0.06422, over 2466830.24 frames. utt_duration=1284 frames, utt_pad_proportion=0.05048, over 7691.50 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2949, pruned_loss=0.06204, over 2473233.39 frames. utt_duration=528.8 frames, utt_pad_proportion=0.0653, over 18761.74 utterances.], batch size: 97, lr: 2.75e-04
2022-08-29 20:17:38,827 INFO [train.py:927] (4/8) Epoch 14, batch 21100, giga_loss[loss=0.1899, simple_loss=0.2691, pruned_loss=0.05532, over 12384.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2909, pruned_loss=0.06078, over 2472780.15 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06894, over 19060.45 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2884, pruned_loss=0.06403, over 2466730.15 frames. utt_duration=1287 frames, utt_pad_proportion=0.04999, over 7674.28 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2915, pruned_loss=0.06063, over 2473439.35 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06931, over 20027.66 utterances.], batch size: 182, lr: 2.75e-04
2022-08-29 20:19:22,995 INFO [train.py:927] (4/8) Epoch 14, batch 21150, giga_loss[loss=0.2013, simple_loss=0.2836, pruned_loss=0.05948, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2875, pruned_loss=0.0599, over 2473157.62 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06691, over 18877.33 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2883, pruned_loss=0.06402, over 2466861.94 frames. utt_duration=1288 frames, utt_pad_proportion=0.04907, over 7672.50 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2881, pruned_loss=0.05963, over 2473877.25 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06793, over 20158.20 utterances.], batch size: 97, lr: 2.75e-04
2022-08-29 20:21:07,433 INFO [train.py:927] (4/8) Epoch 14, batch 21200, giga_loss[loss=0.17, simple_loss=0.2597, pruned_loss=0.0401, over 12441.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04164, over 26.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2871, pruned_loss=0.05969, over 2473375.78 frames. utt_duration=517 frames, utt_pad_proportion=0.06954, over 19190.55 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2885, pruned_loss=0.06432, over 2466581.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.04798, over 7654.89 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2875, pruned_loss=0.05906, over 2474441.72 frames. utt_duration=481.8 frames, utt_pad_proportion=0.0708, over 20607.68 utterances.], batch size: 26, lr: 2.75e-04
2022-08-29 20:22:49,874 INFO [train.py:927] (4/8) Epoch 14, batch 21250, giga_loss[loss=0.2099, simple_loss=0.2942, pruned_loss=0.06284, over 12410.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07658, over 213.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2855, pruned_loss=0.05878, over 2473561.04 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06423, over 18696.94 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2886, pruned_loss=0.06438, over 2466905.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.04795, over 7673.57 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2857, pruned_loss=0.05814, over 2474231.12 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06573, over 20010.05 utterances.], batch size: 213, lr: 2.75e-04
2022-08-29 20:24:31,697 INFO [train.py:927] (4/8) Epoch 14, batch 21300, giga_loss[loss=0.2456, simple_loss=0.3293, pruned_loss=0.08094, over 12323.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03432, over 85.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2833, pruned_loss=0.05812, over 2473404.77 frames. utt_duration=546 frames, utt_pad_proportion=0.0623, over 18171.34 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2885, pruned_loss=0.06429, over 2467069.67 frames. utt_duration=1284 frames, utt_pad_proportion=0.04843, over 7697.10 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2833, pruned_loss=0.05757, over 2473895.47 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06357, over 19380.01 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:26:14,600 INFO [train.py:927] (4/8) Epoch 14, batch 21350, giga_loss[loss=0.194, simple_loss=0.2762, pruned_loss=0.0559, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03846, over 105.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2807, pruned_loss=0.05734, over 2474650.98 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05859, over 17922.49 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2885, pruned_loss=0.06428, over 2467110.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.04808, over 7685.17 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2806, pruned_loss=0.05685, over 2475069.42 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05997, over 18977.50 utterances.], batch size: 105, lr: 2.75e-04
2022-08-29 20:27:55,834 INFO [train.py:927] (4/8) Epoch 14, batch 21400, giga_loss[loss=0.1783, simple_loss=0.2663, pruned_loss=0.04511, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03636, over 113.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2774, pruned_loss=0.05587, over 2474348.77 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05437, over 17306.30 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2887, pruned_loss=0.0643, over 2467173.51 frames. utt_duration=1289 frames, utt_pad_proportion=0.04755, over 7667.95 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2771, pruned_loss=0.05537, over 2474731.41 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05595, over 18290.39 utterances.], batch size: 113, lr: 2.75e-04
2022-08-29 20:29:40,250 INFO [train.py:927] (4/8) Epoch 14, batch 21450, giga_loss[loss=0.241, simple_loss=0.3107, pruned_loss=0.08566, over 12384.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09426, over 255.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2753, pruned_loss=0.05516, over 2475181.31 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05341, over 16734.26 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.289, pruned_loss=0.06459, over 2467562.29 frames. utt_duration=1276 frames, utt_pad_proportion=0.05131, over 7745.39 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2747, pruned_loss=0.05438, over 2475270.96 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05349, over 17616.98 utterances.], batch size: 255, lr: 2.75e-04
2022-08-29 20:31:25,131 INFO [train.py:927] (4/8) Epoch 14, batch 21500, giga_loss[loss=0.1841, simple_loss=0.273, pruned_loss=0.04758, over 12316.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2756, pruned_loss=0.0554, over 2474617.07 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05443, over 16887.86 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2892, pruned_loss=0.06482, over 2467510.58 frames. utt_duration=1265 frames, utt_pad_proportion=0.05549, over 7810.47 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2747, pruned_loss=0.05447, over 2474829.69 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05291, over 17640.36 utterances.], batch size: 74, lr: 2.75e-04
2022-08-29 20:33:08,505 INFO [train.py:927] (4/8) Epoch 14, batch 21550, giga_loss[loss=0.1994, simple_loss=0.2775, pruned_loss=0.06061, over 12413.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04398, over 26.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2792, pruned_loss=0.0573, over 2474612.53 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05815, over 17117.81 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.289, pruned_loss=0.06471, over 2467346.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05498, over 7782.43 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2785, pruned_loss=0.05656, over 2475032.23 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05705, over 17864.81 utterances.], batch size: 26, lr: 2.75e-04
2022-08-29 20:34:48,939 INFO [train.py:927] (4/8) Epoch 14, batch 21600, giga_loss[loss=0.2277, simple_loss=0.299, pruned_loss=0.0782, over 12333.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2002, over 369.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2855, pruned_loss=0.06046, over 2474631.52 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05985, over 17438.92 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2892, pruned_loss=0.06462, over 2467043.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.05439, over 7761.78 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2847, pruned_loss=0.05989, over 2475324.23 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05916, over 18172.88 utterances.], batch size: 369, lr: 2.75e-04
2022-08-29 20:36:33,663 INFO [train.py:927] (4/8) Epoch 14, batch 21650, giga_loss[loss=0.1985, simple_loss=0.2933, pruned_loss=0.0519, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03278, over 51.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2905, pruned_loss=0.06219, over 2473877.26 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06829, over 18475.00 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2891, pruned_loss=0.06458, over 2467148.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.054, over 7748.18 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.29, pruned_loss=0.06174, over 2474384.02 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06772, over 19165.94 utterances.], batch size: 51, lr: 2.75e-04
2022-08-29 20:38:14,396 INFO [train.py:927] (4/8) Epoch 14, batch 21700, giga_loss[loss=0.1725, simple_loss=0.2664, pruned_loss=0.03925, over 12338.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03332, over 85.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2925, pruned_loss=0.06215, over 2473621.06 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06305, over 17992.64 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2887, pruned_loss=0.06435, over 2466815.28 frames. utt_duration=1279 frames, utt_pad_proportion=0.05279, over 7723.33 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2926, pruned_loss=0.06197, over 2474561.96 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06338, over 18911.41 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:39:55,952 INFO [train.py:927] (4/8) Epoch 14, batch 21750, giga_loss[loss=0.2113, simple_loss=0.2907, pruned_loss=0.06598, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2918, pruned_loss=0.06058, over 2473602.63 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05915, over 17584.41 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.289, pruned_loss=0.06449, over 2466866.21 frames. utt_duration=1266 frames, utt_pad_proportion=0.05699, over 7801.71 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2916, pruned_loss=0.06029, over 2474321.01 frames. utt_duration=543 frames, utt_pad_proportion=0.05793, over 18276.64 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 20:41:40,965 INFO [train.py:927] (4/8) Epoch 14, batch 21800, giga_loss[loss=0.2096, simple_loss=0.3043, pruned_loss=0.05745, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02519, over 70.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2928, pruned_loss=0.0611, over 2474050.89 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06196, over 17972.58 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2892, pruned_loss=0.06447, over 2467014.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.05545, over 7773.17 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2925, pruned_loss=0.06075, over 2474677.04 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0615, over 18860.35 utterances.], batch size: 70, lr: 2.75e-04
2022-08-29 20:43:21,310 INFO [train.py:927] (4/8) Epoch 14, batch 21850, giga_loss[loss=0.2281, simple_loss=0.3078, pruned_loss=0.07418, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03153, over 37.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2955, pruned_loss=0.06265, over 2473719.18 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05989, over 17479.80 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2896, pruned_loss=0.06453, over 2467117.77 frames. utt_duration=1266 frames, utt_pad_proportion=0.05567, over 7805.40 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2951, pruned_loss=0.06224, over 2474342.65 frames. utt_duration=537.4 frames, utt_pad_proportion=0.0596, over 18469.62 utterances.], batch size: 37, lr: 2.75e-04
2022-08-29 20:45:09,196 INFO [train.py:927] (4/8) Epoch 14, batch 21900, giga_loss[loss=0.3221, simple_loss=0.3698, pruned_loss=0.1373, over 12387.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2984, pruned_loss=0.06498, over 2474732.87 frames. utt_duration=553.6 frames, utt_pad_proportion=0.0604, over 17929.18 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2895, pruned_loss=0.06456, over 2467626.60 frames. utt_duration=1269 frames, utt_pad_proportion=0.05481, over 7789.41 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2982, pruned_loss=0.06461, over 2474916.85 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06047, over 18895.90 utterances.], batch size: 258, lr: 2.75e-04
2022-08-29 20:46:51,009 INFO [train.py:927] (4/8) Epoch 14, batch 21950, giga_loss[loss=0.2155, simple_loss=0.3009, pruned_loss=0.06499, over 12388.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05167, over 161.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2986, pruned_loss=0.06541, over 2474396.40 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06031, over 17509.43 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2894, pruned_loss=0.0646, over 2467715.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.05427, over 7773.87 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2988, pruned_loss=0.0651, over 2474678.71 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06069, over 18620.77 utterances.], batch size: 161, lr: 2.75e-04
2022-08-29 20:48:34,341 INFO [train.py:927] (4/8) Epoch 14, batch 22000, giga_loss[loss=0.2154, simple_loss=0.304, pruned_loss=0.06342, over 12390.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07772, over 213.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2996, pruned_loss=0.06549, over 2474595.51 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06052, over 17116.94 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2894, pruned_loss=0.06466, over 2467493.60 frames. utt_duration=1272 frames, utt_pad_proportion=0.05374, over 7766.24 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3, pruned_loss=0.0652, over 2475134.06 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06108, over 18140.20 utterances.], batch size: 213, lr: 2.74e-04
2022-08-29 20:50:19,088 INFO [train.py:927] (4/8) Epoch 14, batch 22050, giga_loss[loss=0.2042, simple_loss=0.2828, pruned_loss=0.06281, over 12221.00 frames. utt_duration=1042 frames, utt_pad_proportion=0.01925, over 47.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2991, pruned_loss=0.0652, over 2474742.20 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05766, over 16467.65 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2892, pruned_loss=0.0646, over 2467563.05 frames. utt_duration=1275 frames, utt_pad_proportion=0.05338, over 7749.63 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2996, pruned_loss=0.06503, over 2475171.74 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05842, over 17360.36 utterances.], batch size: 47, lr: 2.74e-04
2022-08-29 20:52:01,798 INFO [train.py:927] (4/8) Epoch 14, batch 22100, giga_loss[loss=0.1844, simple_loss=0.2768, pruned_loss=0.04606, over 12384.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2982, pruned_loss=0.06547, over 2474949.49 frames. utt_duration=606.3 frames, utt_pad_proportion=0.06048, over 16369.74 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2893, pruned_loss=0.06469, over 2467471.65 frames. utt_duration=1266 frames, utt_pad_proportion=0.05608, over 7806.14 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2989, pruned_loss=0.0653, over 2475660.94 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06002, over 17353.89 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 20:53:44,210 INFO [train.py:927] (4/8) Epoch 14, batch 22150, giga_loss[loss=0.2039, simple_loss=0.2993, pruned_loss=0.05425, over 12394.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05099, over 161.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2985, pruned_loss=0.0657, over 2473485.23 frames. utt_duration=626.5 frames, utt_pad_proportion=0.05614, over 15830.46 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2895, pruned_loss=0.06479, over 2467089.78 frames. utt_duration=1268 frames, utt_pad_proportion=0.05567, over 7793.11 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.299, pruned_loss=0.06549, over 2474447.58 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05616, over 16688.59 utterances.], batch size: 161, lr: 2.74e-04
2022-08-29 20:55:26,408 INFO [train.py:927] (4/8) Epoch 14, batch 22200, giga_loss[loss=0.2302, simple_loss=0.3069, pruned_loss=0.0768, over 12233.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02906, over 42.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2993, pruned_loss=0.06588, over 2472458.72 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05369, over 15503.50 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2894, pruned_loss=0.06478, over 2466760.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05444, over 7768.16 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3001, pruned_loss=0.06575, over 2473739.22 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05436, over 16502.06 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 20:57:08,704 INFO [train.py:927] (4/8) Epoch 14, batch 22250, giga_loss[loss=0.2129, simple_loss=0.3012, pruned_loss=0.06229, over 12406.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03933, over 40.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2982, pruned_loss=0.06521, over 2472321.01 frames. utt_duration=650.9 frames, utt_pad_proportion=0.05052, over 15227.62 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2889, pruned_loss=0.0645, over 2466771.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.05307, over 7732.80 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2996, pruned_loss=0.06536, over 2473506.93 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05181, over 16300.38 utterances.], batch size: 40, lr: 2.74e-04
2022-08-29 20:58:52,509 INFO [train.py:927] (4/8) Epoch 14, batch 22300, giga_loss[loss=0.1917, simple_loss=0.2729, pruned_loss=0.05526, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02975, over 42.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2962, pruned_loss=0.06416, over 2472090.64 frames. utt_duration=654.5 frames, utt_pad_proportion=0.05054, over 15143.44 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2891, pruned_loss=0.06454, over 2466710.28 frames. utt_duration=1266 frames, utt_pad_proportion=0.05758, over 7804.92 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2972, pruned_loss=0.06424, over 2473140.71 frames. utt_duration=618.9 frames, utt_pad_proportion=0.04932, over 16021.65 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 21:00:32,934 INFO [train.py:927] (4/8) Epoch 14, batch 22350, libri_loss[loss=0.2274, simple_loss=0.2949, pruned_loss=0.07999, over 12465.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005202, over 32.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2936, pruned_loss=0.06298, over 2471588.76 frames. utt_duration=671.3 frames, utt_pad_proportion=0.04878, over 14760.09 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.289, pruned_loss=0.06467, over 2466944.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05744, over 7805.94 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2945, pruned_loss=0.06288, over 2472319.02 frames. utt_duration=634.3 frames, utt_pad_proportion=0.04782, over 15627.84 utterances.], batch size: 32, lr: 2.74e-04
2022-08-29 21:02:14,793 INFO [train.py:927] (4/8) Epoch 14, batch 22400, giga_loss[loss=0.1874, simple_loss=0.2647, pruned_loss=0.05502, over 12439.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.0414, over 31.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.291, pruned_loss=0.06217, over 2471712.43 frames. utt_duration=654.8 frames, utt_pad_proportion=0.05456, over 15132.70 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2892, pruned_loss=0.06476, over 2467185.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05629, over 7806.94 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2917, pruned_loss=0.06194, over 2472228.25 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05396, over 16063.79 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 21:03:55,808 INFO [train.py:927] (4/8) Epoch 14, batch 22450, giga_loss[loss=0.1835, simple_loss=0.2725, pruned_loss=0.04725, over 12436.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05389, over 162.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2886, pruned_loss=0.06151, over 2472026.10 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05795, over 15577.57 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2897, pruned_loss=0.06514, over 2467352.14 frames. utt_duration=1256 frames, utt_pad_proportion=0.05956, over 7864.82 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2887, pruned_loss=0.06088, over 2472408.25 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05588, over 16472.37 utterances.], batch size: 162, lr: 2.74e-04
2022-08-29 21:05:36,986 INFO [train.py:927] (4/8) Epoch 14, batch 22500, giga_loss[loss=0.1802, simple_loss=0.2695, pruned_loss=0.04548, over 12388.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02719, over 66.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2864, pruned_loss=0.06053, over 2472297.95 frames. utt_duration=628.3 frames, utt_pad_proportion=0.06019, over 15778.12 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2899, pruned_loss=0.06514, over 2467405.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.0624, over 7907.25 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2862, pruned_loss=0.05985, over 2472731.09 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05727, over 16786.76 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 21:07:17,654 INFO [train.py:927] (4/8) Epoch 14, batch 22550, giga_loss[loss=0.2055, simple_loss=0.2957, pruned_loss=0.05764, over 12391.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02631, over 91.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2871, pruned_loss=0.05997, over 2471799.88 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06394, over 16583.15 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2904, pruned_loss=0.06538, over 2467522.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.06201, over 7915.17 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2865, pruned_loss=0.05918, over 2472074.13 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06173, over 17444.10 utterances.], batch size: 91, lr: 2.74e-04
2022-08-29 21:08:58,664 INFO [train.py:927] (4/8) Epoch 14, batch 22600, giga_loss[loss=0.1838, simple_loss=0.2792, pruned_loss=0.04417, over 12318.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2889, pruned_loss=0.05999, over 2472374.55 frames. utt_duration=571.7 frames, utt_pad_proportion=0.062, over 17343.35 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2905, pruned_loss=0.06543, over 2467607.94 frames. utt_duration=1247 frames, utt_pad_proportion=0.06196, over 7927.85 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2883, pruned_loss=0.05923, over 2472599.77 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06042, over 18173.34 utterances.], batch size: 74, lr: 2.74e-04
2022-08-29 21:10:36,965 INFO [train.py:927] (4/8) Epoch 14, batch 22650, giga_loss[loss=0.1946, simple_loss=0.2821, pruned_loss=0.05357, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03322, over 104.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2884, pruned_loss=0.05891, over 2473375.45 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06489, over 18219.85 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2907, pruned_loss=0.0655, over 2467519.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.06099, over 7919.30 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2876, pruned_loss=0.05812, over 2473738.47 frames. utt_duration=520 frames, utt_pad_proportion=0.06403, over 19082.68 utterances.], batch size: 104, lr: 2.74e-04
2022-08-29 21:12:18,102 INFO [train.py:927] (4/8) Epoch 14, batch 22700, libri_loss[loss=0.2247, simple_loss=0.3107, pruned_loss=0.06938, over 12314.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006869, over 36.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2881, pruned_loss=0.05875, over 2472940.53 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06203, over 17635.51 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2908, pruned_loss=0.0654, over 2467563.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.05986, over 7901.50 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2873, pruned_loss=0.05805, over 2473336.24 frames. utt_duration=534 frames, utt_pad_proportion=0.06192, over 18577.94 utterances.], batch size: 36, lr: 2.74e-04
2022-08-29 21:13:58,111 INFO [train.py:927] (4/8) Epoch 14, batch 22750, giga_loss[loss=0.2086, simple_loss=0.3019, pruned_loss=0.05769, over 12435.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03977, over 26.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2893, pruned_loss=0.05915, over 2472793.42 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06132, over 17325.41 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2909, pruned_loss=0.06552, over 2467728.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.05897, over 7884.64 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2886, pruned_loss=0.05836, over 2473046.50 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06165, over 18265.70 utterances.], batch size: 26, lr: 2.74e-04
2022-08-29 21:15:40,163 INFO [train.py:927] (4/8) Epoch 14, batch 22800, giga_loss[loss=0.2069, simple_loss=0.3003, pruned_loss=0.05673, over 12389.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02668, over 66.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2909, pruned_loss=0.06, over 2472853.90 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06417, over 17074.10 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2911, pruned_loss=0.06577, over 2467985.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.06613, over 8028.10 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2901, pruned_loss=0.05884, over 2473054.61 frames. utt_duration=547 frames, utt_pad_proportion=0.0615, over 18134.14 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 21:17:23,284 INFO [train.py:927] (4/8) Epoch 14, batch 22850, giga_loss[loss=0.2232, simple_loss=0.3099, pruned_loss=0.06828, over 12377.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2918, pruned_loss=0.06007, over 2473185.24 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06221, over 16751.23 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2912, pruned_loss=0.06578, over 2467969.22 frames. utt_duration=1222 frames, utt_pad_proportion=0.06938, over 8088.98 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2911, pruned_loss=0.0591, over 2473429.28 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05897, over 17661.74 utterances.], batch size: 91, lr: 2.74e-04
2022-08-29 21:19:03,717 INFO [train.py:927] (4/8) Epoch 14, batch 22900, giga_loss[loss=0.1919, simple_loss=0.2771, pruned_loss=0.05329, over 12344.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03414, over 51.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2915, pruned_loss=0.05964, over 2472656.71 frames. utt_duration=606.2 frames, utt_pad_proportion=0.05716, over 16356.04 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2913, pruned_loss=0.06583, over 2467754.27 frames. utt_duration=1223 frames, utt_pad_proportion=0.06831, over 8078.99 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2909, pruned_loss=0.05869, over 2473141.83 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05511, over 17275.83 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:20:48,940 INFO [train.py:927] (4/8) Epoch 14, batch 22950, giga_loss[loss=0.1788, simple_loss=0.2699, pruned_loss=0.04387, over 12387.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04382, over 26.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2897, pruned_loss=0.05944, over 2473908.87 frames. utt_duration=618.4 frames, utt_pad_proportion=0.05573, over 16041.50 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2911, pruned_loss=0.06575, over 2467943.19 frames. utt_duration=1228 frames, utt_pad_proportion=0.06686, over 8050.78 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2893, pruned_loss=0.0586, over 2474291.95 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05466, over 17035.28 utterances.], batch size: 26, lr: 2.74e-04
2022-08-29 21:22:27,273 INFO [train.py:927] (4/8) Epoch 14, batch 23000, giga_loss[loss=0.2184, simple_loss=0.316, pruned_loss=0.06039, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05372, over 162.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2898, pruned_loss=0.05896, over 2473672.89 frames. utt_duration=599 frames, utt_pad_proportion=0.0549, over 16558.98 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2911, pruned_loss=0.0657, over 2468080.01 frames. utt_duration=1230 frames, utt_pad_proportion=0.06561, over 8034.67 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2894, pruned_loss=0.05814, over 2474013.71 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05449, over 17587.01 utterances.], batch size: 162, lr: 2.74e-04
2022-08-29 21:24:04,941 INFO [train.py:927] (4/8) Epoch 14, batch 23050, giga_loss[loss=0.1938, simple_loss=0.2821, pruned_loss=0.0527, over 12411.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03779, over 123.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.29, pruned_loss=0.05853, over 2474221.89 frames. utt_duration=615.7 frames, utt_pad_proportion=0.05104, over 16113.24 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2912, pruned_loss=0.06575, over 2468404.78 frames. utt_duration=1233 frames, utt_pad_proportion=0.06411, over 8015.66 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2896, pruned_loss=0.05764, over 2474392.32 frames. utt_duration=576.3 frames, utt_pad_proportion=0.0514, over 17220.05 utterances.], batch size: 123, lr: 2.74e-04
2022-08-29 21:25:43,814 INFO [train.py:927] (4/8) Epoch 14, batch 23100, giga_loss[loss=0.1895, simple_loss=0.2691, pruned_loss=0.05497, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02784, over 48.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2887, pruned_loss=0.0589, over 2474375.36 frames. utt_duration=599.9 frames, utt_pad_proportion=0.05077, over 16539.15 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2912, pruned_loss=0.06576, over 2468221.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06389, over 8017.45 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2884, pruned_loss=0.05813, over 2474723.85 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05109, over 17482.46 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 21:27:22,633 INFO [train.py:927] (4/8) Epoch 14, batch 23150, giga_loss[loss=0.219, simple_loss=0.3074, pruned_loss=0.06531, over 12381.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06435, over 183.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2877, pruned_loss=0.0593, over 2475005.66 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05052, over 17177.67 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2915, pruned_loss=0.06581, over 2468322.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.06436, over 8042.36 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2872, pruned_loss=0.05862, over 2475215.93 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05054, over 17932.32 utterances.], batch size: 183, lr: 2.74e-04
2022-08-29 21:29:02,413 INFO [train.py:927] (4/8) Epoch 14, batch 23200, giga_loss[loss=0.1942, simple_loss=0.2731, pruned_loss=0.0576, over 12311.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03495, over 51.00 utterances.], tot_loss[loss=0.201, simple_loss=0.285, pruned_loss=0.05851, over 2473942.91 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05305, over 17057.89 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2915, pruned_loss=0.06576, over 2468180.02 frames. utt_duration=1233 frames, utt_pad_proportion=0.06367, over 8019.82 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2845, pruned_loss=0.05793, over 2474333.22 frames. utt_duration=557.3 frames, utt_pad_proportion=0.0532, over 17806.24 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:30:43,346 INFO [train.py:927] (4/8) Epoch 14, batch 23250, libri_loss[loss=0.1873, simple_loss=0.2676, pruned_loss=0.05353, over 12214.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007247, over 31.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.281, pruned_loss=0.05689, over 2473493.34 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05078, over 16599.74 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2913, pruned_loss=0.06565, over 2468036.18 frames. utt_duration=1231 frames, utt_pad_proportion=0.06385, over 8026.48 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2806, pruned_loss=0.05641, over 2474031.31 frames. utt_duration=573.3 frames, utt_pad_proportion=0.0508, over 17305.52 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 21:32:23,436 INFO [train.py:927] (4/8) Epoch 14, batch 23300, libri_loss[loss=0.1835, simple_loss=0.2631, pruned_loss=0.05193, over 12401.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00714, over 31.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2819, pruned_loss=0.05732, over 2474137.24 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05284, over 16868.20 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2916, pruned_loss=0.06583, over 2468147.00 frames. utt_duration=1221 frames, utt_pad_proportion=0.06752, over 8092.31 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2813, pruned_loss=0.05667, over 2474545.68 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05124, over 17493.11 utterances.], batch size: 31, lr: 2.74e-04
2022-08-29 21:34:03,439 INFO [train.py:927] (4/8) Epoch 14, batch 23350, giga_loss[loss=0.2185, simple_loss=0.3015, pruned_loss=0.06774, over 12434.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03488, over 40.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2846, pruned_loss=0.05795, over 2473786.14 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05233, over 17216.51 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2914, pruned_loss=0.06572, over 2468066.27 frames. utt_duration=1223 frames, utt_pad_proportion=0.06732, over 8079.85 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2842, pruned_loss=0.0575, over 2474195.67 frames. utt_duration=559 frames, utt_pad_proportion=0.05116, over 17751.50 utterances.], batch size: 40, lr: 2.74e-04
2022-08-29 21:35:43,148 INFO [train.py:927] (4/8) Epoch 14, batch 23400, giga_loss[loss=0.1975, simple_loss=0.2883, pruned_loss=0.05335, over 12350.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02867, over 66.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2872, pruned_loss=0.05899, over 2473969.61 frames. utt_duration=576.6 frames, utt_pad_proportion=0.0517, over 17208.65 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2915, pruned_loss=0.06569, over 2468423.76 frames. utt_duration=1228 frames, utt_pad_proportion=0.06586, over 8053.32 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2867, pruned_loss=0.05842, over 2474150.88 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0512, over 17954.27 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 21:37:30,827 INFO [train.py:927] (4/8) Epoch 14, batch 23450, giga_loss[loss=0.2043, simple_loss=0.2882, pruned_loss=0.06019, over 12371.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04531, over 26.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2925, pruned_loss=0.06206, over 2474283.20 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05769, over 17427.69 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2923, pruned_loss=0.0658, over 2468514.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06859, over 8118.03 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2912, pruned_loss=0.06142, over 2474454.68 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05581, over 18135.18 utterances.], batch size: 26, lr: 2.74e-04
2022-08-29 21:39:12,734 INFO [train.py:927] (4/8) Epoch 14, batch 23500, giga_loss[loss=0.3309, simple_loss=0.3806, pruned_loss=0.1406, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2994, pruned_loss=0.06636, over 2473989.62 frames. utt_duration=531 frames, utt_pad_proportion=0.06603, over 18689.47 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2927, pruned_loss=0.06607, over 2468439.07 frames. utt_duration=1209 frames, utt_pad_proportion=0.07172, over 8173.97 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2981, pruned_loss=0.06556, over 2474314.83 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06294, over 19413.25 utterances.], batch size: 258, lr: 2.74e-04
2022-08-29 21:40:57,943 INFO [train.py:927] (4/8) Epoch 14, batch 23550, libri_loss[loss=0.2189, simple_loss=0.2998, pruned_loss=0.06902, over 12264.00 frames. utt_duration=944.8 frames, utt_pad_proportion=0.08356, over 52.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.07121, over 2474008.66 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06515, over 18566.61 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2928, pruned_loss=0.06607, over 2468448.82 frames. utt_duration=1208 frames, utt_pad_proportion=0.07084, over 8182.79 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3049, pruned_loss=0.07066, over 2474427.98 frames. utt_duration=511 frames, utt_pad_proportion=0.06293, over 19427.54 utterances.], batch size: 52, lr: 2.74e-04
2022-08-29 21:42:43,108 INFO [train.py:927] (4/8) Epoch 14, batch 23600, giga_loss[loss=0.2888, simple_loss=0.3487, pruned_loss=0.1145, over 12380.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07868, over 213.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3095, pruned_loss=0.07461, over 2474001.29 frames. utt_duration=527 frames, utt_pad_proportion=0.06524, over 18833.01 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2927, pruned_loss=0.06606, over 2468275.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.06986, over 8170.11 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07429, over 2474599.84 frames. utt_duration=503.8 frames, utt_pad_proportion=0.0638, over 19704.77 utterances.], batch size: 213, lr: 2.74e-04
2022-08-29 21:44:29,617 INFO [train.py:927] (4/8) Epoch 14, batch 23650, giga_loss[loss=0.3084, simple_loss=0.3657, pruned_loss=0.1255, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06492, over 183.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3149, pruned_loss=0.07971, over 2474705.76 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06364, over 19756.25 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2927, pruned_loss=0.06617, over 2468341.92 frames. utt_duration=1212 frames, utt_pad_proportion=0.06912, over 8156.59 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3149, pruned_loss=0.07951, over 2475207.56 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06286, over 20611.00 utterances.], batch size: 183, lr: 2.74e-04
2022-08-29 21:46:20,698 INFO [train.py:927] (4/8) Epoch 14, batch 23700, giga_loss[loss=0.2312, simple_loss=0.309, pruned_loss=0.07672, over 12313.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03585, over 51.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3208, pruned_loss=0.08493, over 2475130.63 frames. utt_duration=462.9 frames, utt_pad_proportion=0.06758, over 21458.50 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2927, pruned_loss=0.06613, over 2468438.30 frames. utt_duration=1212 frames, utt_pad_proportion=0.06868, over 8155.06 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08495, over 2475498.69 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06701, over 22237.89 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:48:07,294 INFO [train.py:927] (4/8) Epoch 14, batch 23750, giga_loss[loss=0.2455, simple_loss=0.3238, pruned_loss=0.08359, over 12393.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05715, over 162.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3203, pruned_loss=0.08508, over 2475917.28 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07189, over 21868.37 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2928, pruned_loss=0.06603, over 2468423.23 frames. utt_duration=1212 frames, utt_pad_proportion=0.06818, over 8153.52 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.08535, over 2476275.32 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07151, over 22603.52 utterances.], batch size: 162, lr: 2.74e-04
2022-08-29 21:49:51,757 INFO [train.py:927] (4/8) Epoch 14, batch 23800, giga_loss[loss=0.2219, simple_loss=0.3025, pruned_loss=0.07068, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02615, over 45.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3217, pruned_loss=0.08562, over 2476054.67 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07643, over 22407.77 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2931, pruned_loss=0.06601, over 2468363.24 frames. utt_duration=1212 frames, utt_pad_proportion=0.06763, over 8158.25 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3221, pruned_loss=0.0861, over 2476475.49 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07619, over 23165.97 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 21:51:36,993 INFO [train.py:927] (4/8) Epoch 14, batch 23850, giga_loss[loss=0.2029, simple_loss=0.2956, pruned_loss=0.05514, over 12423.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03012, over 80.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3209, pruned_loss=0.08458, over 2475543.97 frames. utt_duration=442 frames, utt_pad_proportion=0.07715, over 22475.44 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2929, pruned_loss=0.0658, over 2468573.49 frames. utt_duration=1214 frames, utt_pad_proportion=0.06637, over 8143.71 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3224, pruned_loss=0.08591, over 2475940.88 frames. utt_duration=420.2 frames, utt_pad_proportion=0.07749, over 23650.62 utterances.], batch size: 80, lr: 2.74e-04
2022-08-29 21:53:27,696 INFO [train.py:927] (4/8) Epoch 14, batch 23900, giga_loss[loss=0.2308, simple_loss=0.3172, pruned_loss=0.07219, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3197, pruned_loss=0.08233, over 2474551.92 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0789, over 22681.86 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06575, over 2468650.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.06593, over 8150.41 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3216, pruned_loss=0.08382, over 2474939.88 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07931, over 23931.30 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 21:55:12,575 INFO [train.py:927] (4/8) Epoch 14, batch 23950, giga_loss[loss=0.2171, simple_loss=0.2998, pruned_loss=0.06717, over 12419.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02714, over 62.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3173, pruned_loss=0.08077, over 2474244.96 frames. utt_duration=438.7 frames, utt_pad_proportion=0.08141, over 22633.75 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2932, pruned_loss=0.06593, over 2468529.66 frames. utt_duration=1194 frames, utt_pad_proportion=0.07218, over 8277.07 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3195, pruned_loss=0.0824, over 2474866.78 frames. utt_duration=413 frames, utt_pad_proportion=0.08001, over 24053.51 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 21:56:57,126 INFO [train.py:927] (4/8) Epoch 14, batch 24000, giga_loss[loss=0.2238, simple_loss=0.3034, pruned_loss=0.0721, over 12409.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04425, over 26.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3151, pruned_loss=0.07908, over 2474650.06 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07611, over 22047.25 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2931, pruned_loss=0.0658, over 2468388.74 frames. utt_duration=1201 frames, utt_pad_proportion=0.07063, over 8228.28 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3176, pruned_loss=0.08086, over 2475408.01 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07582, over 23588.92 utterances.], batch size: 26, lr: 2.74e-04
2022-08-29 21:56:57,128 INFO [train.py:958] (4/8) Computing validation loss
2022-08-29 21:57:11,044 INFO [train.py:967] (4/8) 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 21:59:05,319 INFO [train.py:927] (4/8) Epoch 14, batch 24050, giga_loss[loss=0.254, simple_loss=0.3203, pruned_loss=0.09387, over 12369.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3138, pruned_loss=0.0781, over 2474733.44 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07115, over 21474.66 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.293, pruned_loss=0.06579, over 2468098.98 frames. utt_duration=1205 frames, utt_pad_proportion=0.06994, over 8205.90 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3161, pruned_loss=0.07973, over 2475707.96 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07144, over 22953.75 utterances.], batch size: 258, lr: 2.74e-04
2022-08-29 22:00:49,349 INFO [train.py:927] (4/8) Epoch 14, batch 24100, giga_loss[loss=0.2606, simple_loss=0.3403, pruned_loss=0.09042, over 12422.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.0295, over 122.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3151, pruned_loss=0.07646, over 2475147.72 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07362, over 21512.87 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2938, pruned_loss=0.06634, over 2468564.74 frames. utt_duration=1179 frames, utt_pad_proportion=0.07842, over 8387.94 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3167, pruned_loss=0.07753, over 2475659.25 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07101, over 22828.91 utterances.], batch size: 122, lr: 2.74e-04
2022-08-29 22:02:34,548 INFO [train.py:927] (4/8) Epoch 14, batch 24150, giga_loss[loss=0.2526, simple_loss=0.3393, pruned_loss=0.083, over 12367.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3147, pruned_loss=0.07611, over 2475854.85 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07038, over 20831.91 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2939, pruned_loss=0.06638, over 2468669.70 frames. utt_duration=1175 frames, utt_pad_proportion=0.07863, over 8415.04 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.316, pruned_loss=0.077, over 2476226.65 frames. utt_duration=452.7 frames, utt_pad_proportion=0.06831, over 21951.83 utterances.], batch size: 70, lr: 2.74e-04
2022-08-29 22:04:18,278 INFO [train.py:927] (4/8) Epoch 14, batch 24200, giga_loss[loss=0.2301, simple_loss=0.3083, pruned_loss=0.07593, over 12404.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3123, pruned_loss=0.07545, over 2475635.60 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06724, over 20113.45 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2939, pruned_loss=0.06636, over 2468739.36 frames. utt_duration=1176 frames, utt_pad_proportion=0.078, over 8404.91 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3136, pruned_loss=0.07624, over 2475933.86 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06588, over 21108.13 utterances.], batch size: 146, lr: 2.74e-04
2022-08-29 22:06:03,955 INFO [train.py:927] (4/8) Epoch 14, batch 24250, giga_loss[loss=0.1971, simple_loss=0.282, pruned_loss=0.05607, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04163, over 146.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3112, pruned_loss=0.07446, over 2476166.05 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06564, over 19623.25 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2941, pruned_loss=0.06652, over 2468979.95 frames. utt_duration=1175 frames, utt_pad_proportion=0.0778, over 8417.90 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3123, pruned_loss=0.07507, over 2476285.11 frames. utt_duration=483.5 frames, utt_pad_proportion=0.0646, over 20546.41 utterances.], batch size: 146, lr: 2.74e-04
2022-08-29 22:07:46,665 INFO [train.py:927] (4/8) Epoch 14, batch 24300, giga_loss[loss=0.2182, simple_loss=0.3087, pruned_loss=0.06388, over 12339.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3108, pruned_loss=0.07343, over 2475628.10 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06418, over 19555.89 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2938, pruned_loss=0.06635, over 2468848.00 frames. utt_duration=1178 frames, utt_pad_proportion=0.07728, over 8396.78 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.312, pruned_loss=0.07412, over 2475911.96 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06356, over 20400.33 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 22:09:31,213 INFO [train.py:927] (4/8) Epoch 14, batch 24350, giga_loss[loss=0.2289, simple_loss=0.3134, pruned_loss=0.07227, over 12382.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03286, over 122.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3088, pruned_loss=0.07325, over 2475164.60 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06654, over 19551.41 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2932, pruned_loss=0.06615, over 2468656.76 frames. utt_duration=1184 frames, utt_pad_proportion=0.07564, over 8348.40 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.311, pruned_loss=0.07425, over 2475819.91 frames. utt_duration=479.7 frames, utt_pad_proportion=0.06635, over 20708.26 utterances.], batch size: 122, lr: 2.74e-04
2022-08-29 22:11:13,526 INFO [train.py:927] (4/8) Epoch 14, batch 24400, giga_loss[loss=0.2147, simple_loss=0.2959, pruned_loss=0.06674, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03642, over 105.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.07358, over 2474879.11 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06939, over 19329.84 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2934, pruned_loss=0.06632, over 2468807.79 frames. utt_duration=1178 frames, utt_pad_proportion=0.07722, over 8391.72 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3102, pruned_loss=0.07464, over 2475628.83 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06831, over 20839.84 utterances.], batch size: 105, lr: 2.74e-04
2022-08-29 22:12:59,020 INFO [train.py:927] (4/8) Epoch 14, batch 24450, giga_loss[loss=0.204, simple_loss=0.2799, pruned_loss=0.06406, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02998, over 70.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3054, pruned_loss=0.07306, over 2474866.27 frames. utt_duration=512 frames, utt_pad_proportion=0.07402, over 19387.76 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2933, pruned_loss=0.06645, over 2468897.42 frames. utt_duration=1171 frames, utt_pad_proportion=0.07979, over 8444.54 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3078, pruned_loss=0.07398, over 2475533.01 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07177, over 20837.95 utterances.], batch size: 70, lr: 2.74e-04
2022-08-29 22:14:44,182 INFO [train.py:927] (4/8) Epoch 14, batch 24500, giga_loss[loss=0.2562, simple_loss=0.3297, pruned_loss=0.09138, over 12408.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3052, pruned_loss=0.07345, over 2475085.17 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07521, over 19765.05 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.293, pruned_loss=0.06636, over 2468904.46 frames. utt_duration=1175 frames, utt_pad_proportion=0.07899, over 8417.02 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3075, pruned_loss=0.07434, over 2475683.87 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07363, over 21079.14 utterances.], batch size: 113, lr: 2.74e-04
2022-08-29 22:16:26,524 INFO [train.py:927] (4/8) Epoch 14, batch 24550, libri_loss[loss=0.2314, simple_loss=0.3289, pruned_loss=0.06689, over 12475.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007392, over 36.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3058, pruned_loss=0.07264, over 2475193.26 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06951, over 19101.37 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2935, pruned_loss=0.06661, over 2469259.12 frames. utt_duration=1168 frames, utt_pad_proportion=0.08163, over 8470.65 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3075, pruned_loss=0.07326, over 2475454.80 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06753, over 20294.92 utterances.], batch size: 36, lr: 2.74e-04
2022-08-29 22:18:11,157 INFO [train.py:927] (4/8) Epoch 14, batch 24600, giga_loss[loss=0.2112, simple_loss=0.2926, pruned_loss=0.06492, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0272, over 45.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3066, pruned_loss=0.0727, over 2474528.86 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07325, over 19116.12 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.294, pruned_loss=0.06672, over 2469294.66 frames. utt_duration=1164 frames, utt_pad_proportion=0.08349, over 8499.07 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3078, pruned_loss=0.07328, over 2474875.22 frames. utt_duration=487.2 frames, utt_pad_proportion=0.0705, over 20378.39 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 22:19:56,062 INFO [train.py:927] (4/8) Epoch 14, batch 24650, giga_loss[loss=0.2508, simple_loss=0.3227, pruned_loss=0.08945, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04221, over 146.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3073, pruned_loss=0.07315, over 2474927.93 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07237, over 19192.75 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2941, pruned_loss=0.06669, over 2469683.32 frames. utt_duration=1165 frames, utt_pad_proportion=0.08224, over 8494.17 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3084, pruned_loss=0.07373, over 2474960.47 frames. utt_duration=487.3 frames, utt_pad_proportion=0.0706, over 20377.13 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 22:21:41,381 INFO [train.py:927] (4/8) Epoch 14, batch 24700, giga_loss[loss=0.2467, simple_loss=0.3214, pruned_loss=0.08596, over 12373.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05238, over 161.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07517, over 2474490.74 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07509, over 19936.81 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2939, pruned_loss=0.06664, over 2469383.44 frames. utt_duration=1169 frames, utt_pad_proportion=0.08137, over 8463.92 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3098, pruned_loss=0.07576, over 2474856.00 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07385, over 21046.69 utterances.], batch size: 161, lr: 2.73e-04
2022-08-29 22:23:23,854 INFO [train.py:927] (4/8) Epoch 14, batch 24750, giga_loss[loss=0.2146, simple_loss=0.2859, pruned_loss=0.07161, over 12473.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03504, over 43.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3087, pruned_loss=0.07615, over 2474236.90 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07862, over 20457.90 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2934, pruned_loss=0.0664, over 2469306.96 frames. utt_duration=1173 frames, utt_pad_proportion=0.08012, over 8434.63 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3106, pruned_loss=0.07712, over 2474758.90 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07788, over 21750.40 utterances.], batch size: 43, lr: 2.73e-04
2022-08-29 22:25:05,741 INFO [train.py:927] (4/8) Epoch 14, batch 24800, giga_loss[loss=0.2465, simple_loss=0.3266, pruned_loss=0.08323, over 12380.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3089, pruned_loss=0.07521, over 2473746.72 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07859, over 20251.98 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2928, pruned_loss=0.06616, over 2469416.28 frames. utt_duration=1180 frames, utt_pad_proportion=0.07817, over 8382.54 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3114, pruned_loss=0.07652, over 2474245.07 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07867, over 21764.73 utterances.], batch size: 259, lr: 2.73e-04
2022-08-29 22:26:51,322 INFO [train.py:927] (4/8) Epoch 14, batch 24850, giga_loss[loss=0.2275, simple_loss=0.3014, pruned_loss=0.07682, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.0296, over 80.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3071, pruned_loss=0.0743, over 2474304.05 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07534, over 20415.96 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2927, pruned_loss=0.06606, over 2469566.79 frames. utt_duration=1182 frames, utt_pad_proportion=0.07763, over 8370.76 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3094, pruned_loss=0.07554, over 2474636.75 frames. utt_duration=456 frames, utt_pad_proportion=0.07579, over 21777.62 utterances.], batch size: 80, lr: 2.73e-04
2022-08-29 22:28:37,456 INFO [train.py:927] (4/8) Epoch 14, batch 24900, giga_loss[loss=0.2518, simple_loss=0.3331, pruned_loss=0.08532, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02596, over 54.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3069, pruned_loss=0.07421, over 2474703.02 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07359, over 20394.72 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.06607, over 2469684.96 frames. utt_duration=1182 frames, utt_pad_proportion=0.0773, over 8367.91 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3085, pruned_loss=0.07521, over 2474871.77 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07415, over 21521.83 utterances.], batch size: 54, lr: 2.73e-04
2022-08-29 22:30:23,365 INFO [train.py:927] (4/8) Epoch 14, batch 24950, giga_loss[loss=0.2091, simple_loss=0.3012, pruned_loss=0.0585, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03642, over 28.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3088, pruned_loss=0.07362, over 2473535.22 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06985, over 19550.06 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2928, pruned_loss=0.06591, over 2469290.23 frames. utt_duration=1186 frames, utt_pad_proportion=0.07506, over 8335.77 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3109, pruned_loss=0.07493, over 2474236.85 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07129, over 21027.38 utterances.], batch size: 28, lr: 2.73e-04
2022-08-29 22:32:07,878 INFO [train.py:927] (4/8) Epoch 14, batch 25000, giga_loss[loss=0.2188, simple_loss=0.3039, pruned_loss=0.06679, over 12270.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3111, pruned_loss=0.07443, over 2473907.52 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06716, over 19719.06 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.293, pruned_loss=0.06601, over 2469314.35 frames. utt_duration=1187 frames, utt_pad_proportion=0.07418, over 8328.76 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3129, pruned_loss=0.0755, over 2474494.57 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06874, over 21047.21 utterances.], batch size: 54, lr: 2.73e-04
2022-08-29 22:33:52,466 INFO [train.py:927] (4/8) Epoch 14, batch 25050, giga_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06335, over 12378.00 frames. utt_duration=855 frames, utt_pad_proportion=0.02837, over 58.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3125, pruned_loss=0.07601, over 2474348.31 frames. utt_duration=489.2 frames, utt_pad_proportion=0.0744, over 20293.33 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2928, pruned_loss=0.06592, over 2469455.51 frames. utt_duration=1189 frames, utt_pad_proportion=0.07345, over 8314.99 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3143, pruned_loss=0.07704, over 2474755.07 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07543, over 21499.84 utterances.], batch size: 58, lr: 2.73e-04
2022-08-29 22:35:38,553 INFO [train.py:927] (4/8) Epoch 14, batch 25100, giga_loss[loss=0.2133, simple_loss=0.2974, pruned_loss=0.06462, over 12352.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02926, over 91.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3119, pruned_loss=0.07651, over 2473900.36 frames. utt_duration=484.1 frames, utt_pad_proportion=0.08167, over 20504.26 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2934, pruned_loss=0.06624, over 2469702.82 frames. utt_duration=1165 frames, utt_pad_proportion=0.08093, over 8494.10 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3134, pruned_loss=0.07741, over 2474163.62 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07957, over 21703.77 utterances.], batch size: 91, lr: 2.73e-04
2022-08-29 22:37:23,427 INFO [train.py:927] (4/8) Epoch 14, batch 25150, giga_loss[loss=0.2244, simple_loss=0.2985, pruned_loss=0.07515, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02617, over 48.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3104, pruned_loss=0.07662, over 2474264.36 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07752, over 19884.62 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2925, pruned_loss=0.0659, over 2469700.03 frames. utt_duration=1174 frames, utt_pad_proportion=0.07899, over 8422.92 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.313, pruned_loss=0.07797, over 2474615.28 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07674, over 21287.51 utterances.], batch size: 48, lr: 2.73e-04
2022-08-29 22:39:06,736 INFO [train.py:927] (4/8) Epoch 14, batch 25200, giga_loss[loss=0.21, simple_loss=0.2969, pruned_loss=0.06155, over 12371.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3095, pruned_loss=0.07623, over 2474632.74 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07545, over 19706.38 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.06579, over 2469669.10 frames. utt_duration=1177 frames, utt_pad_proportion=0.07836, over 8402.39 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3122, pruned_loss=0.07765, over 2475063.20 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07519, over 21108.96 utterances.], batch size: 91, lr: 2.73e-04
2022-08-29 22:40:50,025 INFO [train.py:927] (4/8) Epoch 14, batch 25250, giga_loss[loss=0.2679, simple_loss=0.3356, pruned_loss=0.1001, over 12389.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06984, over 211.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3078, pruned_loss=0.07538, over 2474478.93 frames. utt_duration=515.7 frames, utt_pad_proportion=0.07176, over 19248.86 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2922, pruned_loss=0.06587, over 2469469.68 frames. utt_duration=1178 frames, utt_pad_proportion=0.07757, over 8395.22 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3102, pruned_loss=0.07661, over 2475098.22 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07204, over 20573.96 utterances.], batch size: 211, lr: 2.73e-04
2022-08-29 22:42:32,158 INFO [train.py:927] (4/8) Epoch 14, batch 25300, giga_loss[loss=0.2129, simple_loss=0.2981, pruned_loss=0.06379, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04399, over 34.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3084, pruned_loss=0.07566, over 2474367.81 frames. utt_duration=504.5 frames, utt_pad_proportion=0.0737, over 19677.71 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2918, pruned_loss=0.06565, over 2469337.58 frames. utt_duration=1185 frames, utt_pad_proportion=0.07623, over 8345.86 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3111, pruned_loss=0.07704, over 2475066.02 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07423, over 21014.45 utterances.], batch size: 34, lr: 2.73e-04
2022-08-29 22:44:17,209 INFO [train.py:927] (4/8) Epoch 14, batch 25350, giga_loss[loss=0.2016, simple_loss=0.302, pruned_loss=0.05058, over 12275.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02952, over 45.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3079, pruned_loss=0.07523, over 2474216.01 frames. utt_duration=520.5 frames, utt_pad_proportion=0.07059, over 19069.99 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2917, pruned_loss=0.06566, over 2469154.88 frames. utt_duration=1187 frames, utt_pad_proportion=0.07568, over 8328.45 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3102, pruned_loss=0.0764, over 2474951.90 frames. utt_duration=491 frames, utt_pad_proportion=0.07137, over 20225.27 utterances.], batch size: 45, lr: 2.73e-04
2022-08-29 22:46:01,816 INFO [train.py:927] (4/8) Epoch 14, batch 25400, giga_loss[loss=0.233, simple_loss=0.3236, pruned_loss=0.07117, over 12372.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03077, over 58.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3099, pruned_loss=0.07453, over 2473703.85 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07753, over 19881.93 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2917, pruned_loss=0.06557, over 2468842.25 frames. utt_duration=1191 frames, utt_pad_proportion=0.07396, over 8304.91 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3122, pruned_loss=0.07577, over 2474695.01 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07839, over 21120.66 utterances.], batch size: 58, lr: 2.73e-04
2022-08-29 22:47:47,188 INFO [train.py:927] (4/8) Epoch 14, batch 25450, giga_loss[loss=0.2419, simple_loss=0.3155, pruned_loss=0.08412, over 12409.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03422, over 80.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3131, pruned_loss=0.07603, over 2473845.85 frames. utt_duration=486.4 frames, utt_pad_proportion=0.08054, over 20405.42 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2915, pruned_loss=0.06539, over 2468975.13 frames. utt_duration=1194 frames, utt_pad_proportion=0.0732, over 8283.82 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3155, pruned_loss=0.07738, over 2474602.06 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08138, over 21629.92 utterances.], batch size: 80, lr: 2.73e-04
2022-08-29 22:49:28,472 INFO [train.py:927] (4/8) Epoch 14, batch 25500, giga_loss[loss=0.245, simple_loss=0.3102, pruned_loss=0.08989, over 12405.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04759, over 34.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3145, pruned_loss=0.07735, over 2473987.70 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0751, over 20188.02 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2914, pruned_loss=0.06531, over 2468816.98 frames. utt_duration=1193 frames, utt_pad_proportion=0.07262, over 8287.39 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3171, pruned_loss=0.07875, over 2474852.94 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07632, over 21428.54 utterances.], batch size: 34, lr: 2.73e-04
2022-08-29 22:51:12,366 INFO [train.py:927] (4/8) Epoch 14, batch 25550, giga_loss[loss=0.2012, simple_loss=0.3007, pruned_loss=0.05084, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3133, pruned_loss=0.07595, over 2474422.89 frames. utt_duration=507.1 frames, utt_pad_proportion=0.07111, over 19573.78 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2912, pruned_loss=0.06523, over 2468658.05 frames. utt_duration=1198 frames, utt_pad_proportion=0.07159, over 8253.90 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3159, pruned_loss=0.07735, over 2475345.80 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07271, over 20802.11 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 22:52:57,401 INFO [train.py:927] (4/8) Epoch 14, batch 25600, giga_loss[loss=0.251, simple_loss=0.3319, pruned_loss=0.08506, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.315, pruned_loss=0.07562, over 2474532.21 frames. utt_duration=484.9 frames, utt_pad_proportion=0.0726, over 20476.47 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2919, pruned_loss=0.06529, over 2468584.76 frames. utt_duration=1198 frames, utt_pad_proportion=0.0713, over 8249.63 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3165, pruned_loss=0.0767, over 2475350.89 frames. utt_duration=462 frames, utt_pad_proportion=0.07385, over 21498.41 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 22:54:42,029 INFO [train.py:927] (4/8) Epoch 14, batch 25650, giga_loss[loss=0.2193, simple_loss=0.3034, pruned_loss=0.06759, over 12335.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03324, over 85.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3139, pruned_loss=0.07523, over 2474262.35 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07591, over 20706.11 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2916, pruned_loss=0.0651, over 2468648.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.07053, over 8226.99 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3157, pruned_loss=0.07641, over 2474924.98 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07704, over 21705.01 utterances.], batch size: 85, lr: 2.73e-04
2022-08-29 22:56:30,167 INFO [train.py:927] (4/8) Epoch 14, batch 25700, giga_loss[loss=0.2579, simple_loss=0.3102, pruned_loss=0.1028, over 12359.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 371.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3114, pruned_loss=0.07479, over 2474733.71 frames. utt_duration=469.3 frames, utt_pad_proportion=0.0837, over 21161.54 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2914, pruned_loss=0.06504, over 2468661.95 frames. utt_duration=1201 frames, utt_pad_proportion=0.07047, over 8230.41 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3132, pruned_loss=0.0759, over 2475321.26 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08434, over 22119.70 utterances.], batch size: 371, lr: 2.73e-04
2022-08-29 22:58:20,044 INFO [train.py:927] (4/8) Epoch 14, batch 25750, giga_loss[loss=0.2387, simple_loss=0.3195, pruned_loss=0.07892, over 12439.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3104, pruned_loss=0.07521, over 2474660.86 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07691, over 20543.56 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2912, pruned_loss=0.06498, over 2468603.15 frames. utt_duration=1204 frames, utt_pad_proportion=0.06971, over 8211.08 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3122, pruned_loss=0.07626, over 2475249.13 frames. utt_duration=462.5 frames, utt_pad_proportion=0.078, over 21474.97 utterances.], batch size: 75, lr: 2.73e-04
2022-08-29 23:00:02,192 INFO [train.py:927] (4/8) Epoch 14, batch 25800, giga_loss[loss=0.2191, simple_loss=0.3044, pruned_loss=0.06693, over 12384.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03072, over 62.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.07587, over 2474439.76 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07692, over 20794.29 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06492, over 2468523.31 frames. utt_duration=1206 frames, utt_pad_proportion=0.06892, over 8197.80 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3122, pruned_loss=0.07697, over 2475100.43 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07812, over 21784.64 utterances.], batch size: 62, lr: 2.73e-04
2022-08-29 23:01:44,575 INFO [train.py:927] (4/8) Epoch 14, batch 25850, giga_loss[loss=0.2523, simple_loss=0.3262, pruned_loss=0.0892, over 12399.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3079, pruned_loss=0.07356, over 2474433.74 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0805, over 21117.68 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2916, pruned_loss=0.06508, over 2468812.68 frames. utt_duration=1178 frames, utt_pad_proportion=0.07985, over 8394.01 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3095, pruned_loss=0.07459, over 2474903.07 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07757, over 22161.99 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 23:03:34,154 INFO [train.py:927] (4/8) Epoch 14, batch 25900, giga_loss[loss=0.1816, simple_loss=0.2593, pruned_loss=0.05193, over 12249.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03152, over 45.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.306, pruned_loss=0.07282, over 2474652.36 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07688, over 20813.80 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2908, pruned_loss=0.0648, over 2468573.52 frames. utt_duration=1187 frames, utt_pad_proportion=0.07861, over 8331.78 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3084, pruned_loss=0.07408, over 2475357.96 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07512, over 21989.78 utterances.], batch size: 45, lr: 2.73e-04
2022-08-29 23:05:13,679 INFO [train.py:927] (4/8) Epoch 14, batch 25950, libri_loss[loss=0.2169, simple_loss=0.2921, pruned_loss=0.07081, over 12287.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006222, over 32.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3046, pruned_loss=0.07266, over 2474235.70 frames. utt_duration=486 frames, utt_pad_proportion=0.07296, over 20424.71 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2908, pruned_loss=0.06494, over 2468284.37 frames. utt_duration=1188 frames, utt_pad_proportion=0.07794, over 8321.22 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3068, pruned_loss=0.07373, over 2475220.48 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07194, over 21651.04 utterances.], batch size: 32, lr: 2.73e-04
2022-08-29 23:06:54,223 INFO [train.py:927] (4/8) Epoch 14, batch 26000, giga_loss[loss=0.2383, simple_loss=0.3222, pruned_loss=0.0772, over 12429.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03892, over 105.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3069, pruned_loss=0.07337, over 2474324.58 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07195, over 20706.30 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06498, over 2468523.82 frames. utt_duration=1181 frames, utt_pad_proportion=0.08098, over 8368.58 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07444, over 2475050.41 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07006, over 22002.16 utterances.], batch size: 105, lr: 2.73e-04
2022-08-29 23:08:38,439 INFO [train.py:927] (4/8) Epoch 14, batch 26050, giga_loss[loss=0.2523, simple_loss=0.3182, pruned_loss=0.09317, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3083, pruned_loss=0.07497, over 2473796.15 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08007, over 22180.60 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2916, pruned_loss=0.06517, over 2468469.78 frames. utt_duration=1181 frames, utt_pad_proportion=0.08056, over 8370.93 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3096, pruned_loss=0.07573, over 2474468.79 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07846, over 23329.03 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 23:10:21,604 INFO [train.py:927] (4/8) Epoch 14, batch 26100, giga_loss[loss=0.2018, simple_loss=0.2949, pruned_loss=0.05435, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03325, over 39.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.309, pruned_loss=0.07468, over 2473571.06 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07489, over 20820.90 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2922, pruned_loss=0.06545, over 2468364.26 frames. utt_duration=1178 frames, utt_pad_proportion=0.08213, over 8393.02 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3101, pruned_loss=0.07538, over 2474407.10 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07326, over 22202.24 utterances.], batch size: 39, lr: 2.73e-04
2022-08-29 23:12:06,637 INFO [train.py:927] (4/8) Epoch 14, batch 26150, giga_loss[loss=0.2366, simple_loss=0.3178, pruned_loss=0.07764, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04031, over 113.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3112, pruned_loss=0.07615, over 2473880.65 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07363, over 20449.12 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2926, pruned_loss=0.06579, over 2468300.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.08864, over 8534.08 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.312, pruned_loss=0.07656, over 2474701.62 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06978, over 21638.13 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 23:13:58,629 INFO [train.py:927] (4/8) Epoch 14, batch 26200, giga_loss[loss=0.2314, simple_loss=0.3211, pruned_loss=0.07089, over 12378.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02844, over 85.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3132, pruned_loss=0.07725, over 2474619.26 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07233, over 21117.92 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2927, pruned_loss=0.06584, over 2468332.64 frames. utt_duration=1151 frames, utt_pad_proportion=0.0913, over 8587.82 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.314, pruned_loss=0.07769, over 2475318.55 frames. utt_duration=447.8 frames, utt_pad_proportion=0.06837, over 22180.97 utterances.], batch size: 85, lr: 2.73e-04
2022-08-29 23:15:45,733 INFO [train.py:927] (4/8) Epoch 14, batch 26250, giga_loss[loss=0.2301, simple_loss=0.3101, pruned_loss=0.07508, over 12206.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03278, over 39.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3118, pruned_loss=0.07599, over 2474255.90 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07247, over 21183.29 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.06559, over 2468290.35 frames. utt_duration=1158 frames, utt_pad_proportion=0.08977, over 8534.71 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3134, pruned_loss=0.0768, over 2474983.84 frames. utt_duration=444 frames, utt_pad_proportion=0.06977, over 22371.20 utterances.], batch size: 39, lr: 2.73e-04
2022-08-29 23:17:30,976 INFO [train.py:927] (4/8) Epoch 14, batch 26300, giga_loss[loss=0.2168, simple_loss=0.2991, pruned_loss=0.06728, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02848, over 55.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3115, pruned_loss=0.07633, over 2474398.27 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07466, over 21769.60 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2921, pruned_loss=0.06554, over 2468124.76 frames. utt_duration=1160 frames, utt_pad_proportion=0.08909, over 8520.39 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.313, pruned_loss=0.07711, over 2475183.46 frames. utt_duration=435 frames, utt_pad_proportion=0.07267, over 22837.38 utterances.], batch size: 55, lr: 2.73e-04
2022-08-29 23:19:17,480 INFO [train.py:927] (4/8) Epoch 14, batch 26350, giga_loss[loss=0.2837, simple_loss=0.3423, pruned_loss=0.1126, over 12399.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.0773, over 213.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3109, pruned_loss=0.07695, over 2474869.06 frames. utt_duration=441 frames, utt_pad_proportion=0.07702, over 22524.00 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2924, pruned_loss=0.06567, over 2468242.14 frames. utt_duration=1157 frames, utt_pad_proportion=0.08927, over 8541.79 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3119, pruned_loss=0.0775, over 2475407.21 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07533, over 23399.79 utterances.], batch size: 213, lr: 2.73e-04
2022-08-29 23:21:02,983 INFO [train.py:927] (4/8) Epoch 14, batch 26400, giga_loss[loss=0.2216, simple_loss=0.2993, pruned_loss=0.07196, over 12478.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04405, over 34.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3118, pruned_loss=0.07803, over 2474486.97 frames. utt_duration=431 frames, utt_pad_proportion=0.08054, over 23041.84 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2929, pruned_loss=0.06584, over 2468145.19 frames. utt_duration=1149 frames, utt_pad_proportion=0.09182, over 8605.64 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3126, pruned_loss=0.07851, over 2475120.95 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0782, over 23933.02 utterances.], batch size: 34, lr: 2.73e-04
2022-08-29 23:22:47,234 INFO [train.py:927] (4/8) Epoch 14, batch 26450, giga_loss[loss=0.2397, simple_loss=0.3151, pruned_loss=0.08216, over 12411.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3123, pruned_loss=0.07839, over 2475004.97 frames. utt_duration=443 frames, utt_pad_proportion=0.07873, over 22422.09 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2927, pruned_loss=0.06575, over 2468288.27 frames. utt_duration=1151 frames, utt_pad_proportion=0.09068, over 8590.83 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07916, over 2475517.74 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07717, over 23468.11 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 23:24:29,737 INFO [train.py:927] (4/8) Epoch 14, batch 26500, libri_loss[loss=0.1752, simple_loss=0.2555, pruned_loss=0.04745, over 12203.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006345, over 30.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3115, pruned_loss=0.07838, over 2474549.25 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07425, over 21510.87 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2918, pruned_loss=0.06539, over 2468508.75 frames. utt_duration=1161 frames, utt_pad_proportion=0.08823, over 8518.41 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3139, pruned_loss=0.0798, over 2475007.76 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07386, over 22904.85 utterances.], batch size: 30, lr: 2.73e-04
2022-08-29 23:26:13,147 INFO [train.py:927] (4/8) Epoch 14, batch 26550, giga_loss[loss=0.2366, simple_loss=0.3151, pruned_loss=0.07908, over 12415.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03525, over 105.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.312, pruned_loss=0.07873, over 2475321.49 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07237, over 21556.91 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2918, pruned_loss=0.06533, over 2468870.35 frames. utt_duration=1157 frames, utt_pad_proportion=0.08819, over 8548.71 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3143, pruned_loss=0.08013, over 2475469.56 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07206, over 22863.75 utterances.], batch size: 105, lr: 2.73e-04
2022-08-29 23:27:52,854 INFO [train.py:927] (4/8) Epoch 14, batch 26600, giga_loss[loss=0.2403, simple_loss=0.3249, pruned_loss=0.07786, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3135, pruned_loss=0.07941, over 2474974.73 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07802, over 21427.24 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2933, pruned_loss=0.06612, over 2469351.38 frames. utt_duration=1108 frames, utt_pad_proportion=0.1023, over 8928.95 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3148, pruned_loss=0.08037, over 2474898.54 frames. utt_duration=438 frames, utt_pad_proportion=0.07172, over 22676.66 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 23:28:12,441 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-29 23:30:34,749 INFO [train.py:927] (4/8) Epoch 15, batch 50, giga_loss[loss=0.2196, simple_loss=0.3111, pruned_loss=0.06406, over 12393.00 frames. utt_duration=973.5 frames, utt_pad_proportion=0.02942, over 51.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3088, pruned_loss=0.06347, over 548715.19 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05819, over 3574.65 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.3009, pruned_loss=0.06001, over 85663.36 frames. utt_duration=979 frames, utt_pad_proportion=0.1505, over 350.53 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.31, pruned_loss=0.06399, over 479634.58 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0489, over 3301.01 utterances.], batch size: 51, lr: 2.66e-04
2022-08-29 23:32:15,082 INFO [train.py:927] (4/8) Epoch 15, batch 100, giga_loss[loss=0.1864, simple_loss=0.277, pruned_loss=0.04792, over 12399.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2913, pruned_loss=0.05794, over 974732.48 frames. utt_duration=571 frames, utt_pad_proportion=0.06789, over 6846.01 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2855, pruned_loss=0.0543, over 213076.40 frames. utt_duration=1216 frames, utt_pad_proportion=0.07806, over 701.69 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2932, pruned_loss=0.05896, over 833631.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06729, over 6555.29 utterances.], batch size: 70, lr: 2.66e-04
2022-08-29 23:33:59,790 INFO [train.py:927] (4/8) Epoch 15, batch 150, giga_loss[loss=0.1675, simple_loss=0.2546, pruned_loss=0.0402, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2763, pruned_loss=0.05165, over 1306453.31 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06349, over 9627.62 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2826, pruned_loss=0.05227, over 235329.72 frames. utt_duration=1238 frames, utt_pad_proportion=0.07169, over 761.52 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2763, pruned_loss=0.05197, over 1184045.38 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06348, over 9422.47 utterances.], batch size: 70, lr: 2.66e-04
2022-08-29 23:35:42,965 INFO [train.py:927] (4/8) Epoch 15, batch 200, giga_loss[loss=0.1554, simple_loss=0.2387, pruned_loss=0.03606, over 12411.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2658, pruned_loss=0.04781, over 1565142.84 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06162, over 11782.47 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2824, pruned_loss=0.0519, over 257603.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.06775, over 819.73 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.265, pruned_loss=0.04778, over 1459810.17 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06176, over 11651.62 utterances.], batch size: 105, lr: 2.66e-04
2022-08-29 23:37:24,118 INFO [train.py:927] (4/8) Epoch 15, batch 250, giga_loss[loss=0.1467, simple_loss=0.2324, pruned_loss=0.03051, over 12370.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05351, over 34.00 utterances.], tot_loss[loss=0.1764, simple_loss=0.2613, pruned_loss=0.04575, over 1766929.70 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05531, over 12780.46 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2856, pruned_loss=0.0525, over 290596.83 frames. utt_duration=1268 frames, utt_pad_proportion=0.06058, over 917.92 utterances.], giga_tot_loss[loss=0.1752, simple_loss=0.2596, pruned_loss=0.04541, over 1673079.67 frames. utt_duration=526.5 frames, utt_pad_proportion=0.05576, over 12748.41 utterances.], batch size: 34, lr: 2.66e-04
2022-08-29 23:39:05,702 INFO [train.py:927] (4/8) Epoch 15, batch 300, giga_loss[loss=0.1516, simple_loss=0.2368, pruned_loss=0.03326, over 12355.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02807, over 66.00 utterances.], tot_loss[loss=0.1731, simple_loss=0.2577, pruned_loss=0.04426, over 1923493.64 frames. utt_duration=552.1 frames, utt_pad_proportion=0.0594, over 13973.74 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05257, over 365631.82 frames. utt_duration=1306 frames, utt_pad_proportion=0.04921, over 1120.71 utterances.], giga_tot_loss[loss=0.1712, simple_loss=0.2552, pruned_loss=0.04363, over 1828413.21 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06043, over 14143.47 utterances.], batch size: 66, lr: 2.66e-04
2022-08-29 23:40:46,015 INFO [train.py:927] (4/8) Epoch 15, batch 350, giga_loss[loss=0.1584, simple_loss=0.242, pruned_loss=0.0374, over 12418.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.1698, simple_loss=0.2537, pruned_loss=0.0429, over 2045797.35 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05976, over 15041.08 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2854, pruned_loss=0.05265, over 376117.66 frames. utt_duration=1301 frames, utt_pad_proportion=0.04836, over 1158.10 utterances.], giga_tot_loss[loss=0.1682, simple_loss=0.2517, pruned_loss=0.04233, over 1969313.87 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06058, over 15194.94 utterances.], batch size: 80, lr: 2.66e-04
2022-08-29 23:42:28,479 INFO [train.py:927] (4/8) Epoch 15, batch 400, giga_loss[loss=0.1598, simple_loss=0.2442, pruned_loss=0.03769, over 12360.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06059, over 182.00 utterances.], tot_loss[loss=0.1662, simple_loss=0.2498, pruned_loss=0.04134, over 2140300.65 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05693, over 15021.89 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2851, pruned_loss=0.05247, over 407598.64 frames. utt_duration=1307 frames, utt_pad_proportion=0.04492, over 1249.27 utterances.], giga_tot_loss[loss=0.1645, simple_loss=0.2475, pruned_loss=0.04072, over 2074657.83 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05794, over 15255.47 utterances.], batch size: 182, lr: 2.66e-04
2022-08-29 23:44:09,651 INFO [train.py:927] (4/8) Epoch 15, batch 450, giga_loss[loss=0.1436, simple_loss=0.2214, pruned_loss=0.03288, over 12330.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03103, over 91.00 utterances.], tot_loss[loss=0.1637, simple_loss=0.2467, pruned_loss=0.04039, over 2214542.72 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06627, over 16484.88 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05287, over 448608.80 frames. utt_duration=1312 frames, utt_pad_proportion=0.04386, over 1369.39 utterances.], giga_tot_loss[loss=0.1616, simple_loss=0.244, pruned_loss=0.03956, over 2157180.66 frames. utt_duration=514.1 frames, utt_pad_proportion=0.0671, over 16832.71 utterances.], batch size: 91, lr: 2.66e-04
2022-08-29 23:45:51,024 INFO [train.py:927] (4/8) Epoch 15, batch 500, giga_loss[loss=0.2074, simple_loss=0.2959, pruned_loss=0.05947, over 12308.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03483, over 51.00 utterances.], tot_loss[loss=0.171, simple_loss=0.2547, pruned_loss=0.04363, over 2272742.05 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06887, over 17236.86 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2836, pruned_loss=0.05243, over 499002.49 frames. utt_duration=1335 frames, utt_pad_proportion=0.04003, over 1496.89 utterances.], giga_tot_loss[loss=0.169, simple_loss=0.2523, pruned_loss=0.04287, over 2221612.47 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06997, over 17759.71 utterances.], batch size: 51, lr: 2.66e-04
2022-08-29 23:47:34,328 INFO [train.py:927] (4/8) Epoch 15, batch 550, giga_loss[loss=0.2087, simple_loss=0.2913, pruned_loss=0.06306, over 12194.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03186, over 36.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2669, pruned_loss=0.04886, over 2317157.33 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06589, over 17519.96 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2829, pruned_loss=0.05239, over 508909.47 frames. utt_duration=1340 frames, utt_pad_proportion=0.03935, over 1520.41 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2652, pruned_loss=0.04834, over 2276349.47 frames. utt_duration=508.1 frames, utt_pad_proportion=0.0669, over 17973.36 utterances.], batch size: 36, lr: 2.66e-04
2022-08-29 23:49:16,481 INFO [train.py:927] (4/8) Epoch 15, batch 600, libri_loss[loss=0.2177, simple_loss=0.3049, pruned_loss=0.06522, over 12326.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00558, over 36.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.272, pruned_loss=0.0499, over 2352113.76 frames. utt_duration=526.9 frames, utt_pad_proportion=0.07353, over 17907.74 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2813, pruned_loss=0.05124, over 604791.01 frames. utt_duration=1314 frames, utt_pad_proportion=0.05649, over 1843.06 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.2705, pruned_loss=0.04965, over 2312630.31 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07335, over 18725.64 utterances.], batch size: 36, lr: 2.66e-04
2022-08-29 23:50:58,193 INFO [train.py:927] (4/8) Epoch 15, batch 650, giga_loss[loss=0.2239, simple_loss=0.3125, pruned_loss=0.06762, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.276, pruned_loss=0.05115, over 2379142.10 frames. utt_duration=520.3 frames, utt_pad_proportion=0.07302, over 18342.28 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2809, pruned_loss=0.05083, over 659643.28 frames. utt_duration=1321 frames, utt_pad_proportion=0.052, over 1999.74 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2748, pruned_loss=0.05105, over 2345039.36 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07347, over 19287.21 utterances.], batch size: 80, lr: 2.66e-04
2022-08-29 23:52:44,582 INFO [train.py:927] (4/8) Epoch 15, batch 700, giga_loss[loss=0.1955, simple_loss=0.2903, pruned_loss=0.05033, over 12378.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0352, over 122.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2813, pruned_loss=0.05444, over 2400451.93 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07389, over 19096.97 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2817, pruned_loss=0.05092, over 713592.49 frames. utt_duration=1329 frames, utt_pad_proportion=0.04764, over 2150.84 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2802, pruned_loss=0.05442, over 2370669.37 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07478, over 20159.59 utterances.], batch size: 122, lr: 2.66e-04
2022-08-29 23:54:26,854 INFO [train.py:927] (4/8) Epoch 15, batch 750, libri_loss[loss=0.1718, simple_loss=0.2581, pruned_loss=0.04275, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006476, over 31.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2846, pruned_loss=0.05515, over 2416590.50 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06991, over 18284.13 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2799, pruned_loss=0.05031, over 774082.75 frames. utt_duration=1348 frames, utt_pad_proportion=0.04372, over 2300.25 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2843, pruned_loss=0.05548, over 2390749.78 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07157, over 19547.85 utterances.], batch size: 31, lr: 2.66e-04
2022-08-29 23:56:08,464 INFO [train.py:927] (4/8) Epoch 15, batch 800, libri_loss[loss=0.1509, simple_loss=0.2402, pruned_loss=0.03075, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009701, over 30.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2866, pruned_loss=0.0555, over 2428492.48 frames. utt_duration=548 frames, utt_pad_proportion=0.07112, over 17775.02 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2788, pruned_loss=0.04964, over 840253.73 frames. utt_duration=1351 frames, utt_pad_proportion=0.04302, over 2489.69 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2869, pruned_loss=0.05619, over 2406333.39 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07289, over 19201.23 utterances.], batch size: 30, lr: 2.66e-04
2022-08-29 23:57:47,788 INFO [train.py:927] (4/8) Epoch 15, batch 850, giga_loss[loss=0.2215, simple_loss=0.3215, pruned_loss=0.06078, over 12348.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03376, over 62.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2886, pruned_loss=0.05549, over 2437110.16 frames. utt_duration=574 frames, utt_pad_proportion=0.06744, over 17027.23 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2791, pruned_loss=0.0499, over 872682.34 frames. utt_duration=1352 frames, utt_pad_proportion=0.04106, over 2585.15 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.289, pruned_loss=0.05605, over 2418794.62 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06961, over 18338.62 utterances.], batch size: 62, lr: 2.66e-04
2022-08-29 23:59:30,800 INFO [train.py:927] (4/8) Epoch 15, batch 900, giga_loss[loss=0.2472, simple_loss=0.3231, pruned_loss=0.08566, over 12366.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06572, over 183.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.05549, over 2444829.51 frames. utt_duration=584 frames, utt_pad_proportion=0.06901, over 16788.06 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2795, pruned_loss=0.04978, over 904405.24 frames. utt_duration=1352 frames, utt_pad_proportion=0.03978, over 2678.71 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.29, pruned_loss=0.05607, over 2429753.80 frames. utt_duration=541.5 frames, utt_pad_proportion=0.071, over 17996.80 utterances.], batch size: 183, lr: 2.66e-04
2022-08-30 00:01:12,294 INFO [train.py:927] (4/8) Epoch 15, batch 950, giga_loss[loss=0.1947, simple_loss=0.2853, pruned_loss=0.05202, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03491, over 62.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2926, pruned_loss=0.05823, over 2451391.73 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06579, over 16812.87 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2801, pruned_loss=0.05004, over 950615.69 frames. utt_duration=1356 frames, utt_pad_proportion=0.03735, over 2806.73 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.0588, over 2438862.38 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06825, over 18043.41 utterances.], batch size: 62, lr: 2.66e-04
2022-08-30 00:02:53,466 INFO [train.py:927] (4/8) Epoch 15, batch 1000, giga_loss[loss=0.2108, simple_loss=0.2968, pruned_loss=0.06245, over 12403.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2937, pruned_loss=0.05979, over 2455616.27 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06379, over 17104.75 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2806, pruned_loss=0.0495, over 987714.52 frames. utt_duration=1370 frames, utt_pad_proportion=0.03605, over 2887.82 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2941, pruned_loss=0.06067, over 2445720.26 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06625, over 18340.35 utterances.], batch size: 161, lr: 2.66e-04
2022-08-30 00:04:32,359 INFO [train.py:927] (4/8) Epoch 15, batch 1050, giga_loss[loss=0.2445, simple_loss=0.3272, pruned_loss=0.08093, over 12373.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03409, over 80.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2946, pruned_loss=0.06097, over 2459344.66 frames. utt_duration=565.4 frames, utt_pad_proportion=0.0674, over 17444.35 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2821, pruned_loss=0.04979, over 1031953.78 frames. utt_duration=1366 frames, utt_pad_proportion=0.03623, over 3024.23 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2947, pruned_loss=0.06187, over 2450789.22 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06943, over 18705.54 utterances.], batch size: 80, lr: 2.66e-04
2022-08-30 00:06:15,157 INFO [train.py:927] (4/8) Epoch 15, batch 1100, giga_loss[loss=0.2263, simple_loss=0.2991, pruned_loss=0.07673, over 12265.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02617, over 42.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2929, pruned_loss=0.05961, over 2462849.40 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06146, over 16891.13 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04987, over 1074469.46 frames. utt_duration=1367 frames, utt_pad_proportion=0.03457, over 3147.97 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2932, pruned_loss=0.06059, over 2455821.37 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06408, over 18171.49 utterances.], batch size: 42, lr: 2.66e-04
2022-08-30 00:07:59,795 INFO [train.py:927] (4/8) Epoch 15, batch 1150, giga_loss[loss=0.1912, simple_loss=0.2683, pruned_loss=0.05699, over 12396.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2884, pruned_loss=0.05785, over 2465390.88 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06377, over 17928.93 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2826, pruned_loss=0.04997, over 1095092.34 frames. utt_duration=1368 frames, utt_pad_proportion=0.03364, over 3204.48 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2887, pruned_loss=0.0587, over 2459946.97 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06591, over 19084.49 utterances.], batch size: 113, lr: 2.66e-04
2022-08-30 00:09:41,869 INFO [train.py:927] (4/8) Epoch 15, batch 1200, giga_loss[loss=0.1739, simple_loss=0.2641, pruned_loss=0.04182, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.285, pruned_loss=0.05687, over 2467098.10 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06833, over 18812.70 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2824, pruned_loss=0.04991, over 1148794.81 frames. utt_duration=1363 frames, utt_pad_proportion=0.03251, over 3374.63 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2854, pruned_loss=0.05784, over 2462861.28 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07035, over 20134.85 utterances.], batch size: 48, lr: 2.66e-04
2022-08-30 00:11:25,725 INFO [train.py:927] (4/8) Epoch 15, batch 1250, giga_loss[loss=0.2045, simple_loss=0.2909, pruned_loss=0.05899, over 12374.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06514, over 183.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2844, pruned_loss=0.05671, over 2468063.05 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06781, over 18959.23 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2825, pruned_loss=0.05006, over 1187364.80 frames. utt_duration=1366 frames, utt_pad_proportion=0.031, over 3481.09 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2848, pruned_loss=0.0576, over 2465115.94 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07004, over 20348.33 utterances.], batch size: 183, lr: 2.66e-04
2022-08-30 00:13:10,273 INFO [train.py:927] (4/8) Epoch 15, batch 1300, giga_loss[loss=0.1873, simple_loss=0.2752, pruned_loss=0.04973, over 12367.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.0313, over 62.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2818, pruned_loss=0.05549, over 2469183.49 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06509, over 17955.91 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2816, pruned_loss=0.0495, over 1237393.01 frames. utt_duration=1374 frames, utt_pad_proportion=0.03003, over 3606.83 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2825, pruned_loss=0.05669, over 2467099.07 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06778, over 19511.53 utterances.], batch size: 62, lr: 2.66e-04
2022-08-30 00:14:50,131 INFO [train.py:927] (4/8) Epoch 15, batch 1350, giga_loss[loss=0.1709, simple_loss=0.2539, pruned_loss=0.04394, over 12394.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02584, over 91.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2783, pruned_loss=0.05427, over 2469837.92 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05964, over 17178.33 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.281, pruned_loss=0.04934, over 1261627.41 frames. utt_duration=1378 frames, utt_pad_proportion=0.02923, over 3666.22 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2791, pruned_loss=0.05539, over 2468398.92 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06261, over 18609.71 utterances.], batch size: 91, lr: 2.66e-04
2022-08-30 00:16:32,152 INFO [train.py:927] (4/8) Epoch 15, batch 1400, libri_loss[loss=0.1693, simple_loss=0.2534, pruned_loss=0.0426, over 12208.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.007717, over 29.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.275, pruned_loss=0.05328, over 2469863.65 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05866, over 16444.76 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2808, pruned_loss=0.04934, over 1285503.06 frames. utt_duration=1375 frames, utt_pad_proportion=0.02891, over 3743.22 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2756, pruned_loss=0.05426, over 2468832.28 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06148, over 17748.74 utterances.], batch size: 29, lr: 2.66e-04
2022-08-30 00:18:12,199 INFO [train.py:927] (4/8) Epoch 15, batch 1450, giga_loss[loss=0.174, simple_loss=0.2588, pruned_loss=0.04463, over 12364.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.272, pruned_loss=0.05243, over 2470202.66 frames. utt_duration=636 frames, utt_pad_proportion=0.05461, over 15573.63 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2802, pruned_loss=0.04906, over 1314568.63 frames. utt_duration=1382 frames, utt_pad_proportion=0.02803, over 3809.04 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2727, pruned_loss=0.05342, over 2469606.32 frames. utt_duration=588.5 frames, utt_pad_proportion=0.05767, over 16828.94 utterances.], batch size: 66, lr: 2.66e-04
2022-08-30 00:19:54,430 INFO [train.py:927] (4/8) Epoch 15, batch 1500, giga_loss[loss=0.1769, simple_loss=0.2588, pruned_loss=0.04748, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02707, over 48.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2708, pruned_loss=0.05178, over 2470941.52 frames. utt_duration=624.4 frames, utt_pad_proportion=0.0546, over 15867.45 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2805, pruned_loss=0.04916, over 1337671.22 frames. utt_duration=1383 frames, utt_pad_proportion=0.0273, over 3872.37 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.271, pruned_loss=0.05257, over 2470333.24 frames. utt_duration=582 frames, utt_pad_proportion=0.05736, over 17020.88 utterances.], batch size: 48, lr: 2.66e-04
2022-08-30 00:21:36,799 INFO [train.py:927] (4/8) Epoch 15, batch 1550, giga_loss[loss=0.1722, simple_loss=0.2605, pruned_loss=0.04198, over 12420.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02818, over 62.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2709, pruned_loss=0.05171, over 2471575.74 frames. utt_duration=623 frames, utt_pad_proportion=0.05749, over 15905.82 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2805, pruned_loss=0.04887, over 1381844.43 frames. utt_duration=1372 frames, utt_pad_proportion=0.02988, over 4033.99 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2708, pruned_loss=0.05257, over 2471420.27 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05944, over 17115.30 utterances.], batch size: 62, lr: 2.66e-04
2022-08-30 00:23:18,936 INFO [train.py:927] (4/8) Epoch 15, batch 1600, giga_loss[loss=0.2332, simple_loss=0.3173, pruned_loss=0.07457, over 12410.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02509, over 91.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2752, pruned_loss=0.05381, over 2471746.04 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05899, over 16572.36 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.28, pruned_loss=0.04869, over 1408548.80 frames. utt_duration=1369 frames, utt_pad_proportion=0.03126, over 4120.45 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2751, pruned_loss=0.05464, over 2471847.68 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06035, over 17711.25 utterances.], batch size: 91, lr: 2.66e-04
2022-08-30 00:25:02,082 INFO [train.py:927] (4/8) Epoch 15, batch 1650, giga_loss[loss=0.2458, simple_loss=0.3321, pruned_loss=0.07972, over 12417.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03898, over 105.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2816, pruned_loss=0.05703, over 2471711.86 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06279, over 17228.49 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.04876, over 1429458.07 frames. utt_duration=1361 frames, utt_pad_proportion=0.03218, over 4207.30 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2814, pruned_loss=0.05781, over 2471978.43 frames. utt_duration=542 frames, utt_pad_proportion=0.06372, over 18294.56 utterances.], batch size: 105, lr: 2.66e-04
2022-08-30 00:26:44,998 INFO [train.py:927] (4/8) Epoch 15, batch 1700, giga_loss[loss=0.2146, simple_loss=0.3071, pruned_loss=0.06101, over 12409.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02503, over 48.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.287, pruned_loss=0.0588, over 2471991.43 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06444, over 17508.85 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2807, pruned_loss=0.04901, over 1465727.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.0317, over 4323.63 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2868, pruned_loss=0.05959, over 2471898.58 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06561, over 18682.82 utterances.], batch size: 48, lr: 2.66e-04
2022-08-30 00:28:25,565 INFO [train.py:927] (4/8) Epoch 15, batch 1750, giga_loss[loss=0.1782, simple_loss=0.2743, pruned_loss=0.0411, over 12354.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02879, over 91.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2921, pruned_loss=0.06029, over 2472896.51 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06292, over 18140.09 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2806, pruned_loss=0.04895, over 1485250.11 frames. utt_duration=1353 frames, utt_pad_proportion=0.03249, over 4397.37 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2922, pruned_loss=0.06115, over 2473233.58 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06402, over 19253.50 utterances.], batch size: 91, lr: 2.66e-04
2022-08-30 00:30:09,135 INFO [train.py:927] (4/8) Epoch 15, batch 1800, giga_loss[loss=0.1907, simple_loss=0.2878, pruned_loss=0.04686, over 12392.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2899, pruned_loss=0.05782, over 2473333.42 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0583, over 17497.30 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2809, pruned_loss=0.04912, over 1504764.81 frames. utt_duration=1347 frames, utt_pad_proportion=0.03346, over 4474.75 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.29, pruned_loss=0.0586, over 2473715.58 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05947, over 18553.17 utterances.], batch size: 161, lr: 2.66e-04
2022-08-30 00:31:50,670 INFO [train.py:927] (4/8) Epoch 15, batch 1850, libri_loss[loss=0.1953, simple_loss=0.2995, pruned_loss=0.04562, over 12317.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.05966, over 51.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2899, pruned_loss=0.05752, over 2472844.44 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05865, over 17573.62 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04891, over 1518765.67 frames. utt_duration=1346 frames, utt_pad_proportion=0.03362, over 4517.53 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2902, pruned_loss=0.05835, over 2473535.99 frames. utt_duration=535.1 frames, utt_pad_proportion=0.05965, over 18542.72 utterances.], batch size: 51, lr: 2.66e-04
2022-08-30 00:33:35,996 INFO [train.py:927] (4/8) Epoch 15, batch 1900, giga_loss[loss=0.1972, simple_loss=0.275, pruned_loss=0.05973, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03366, over 37.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2927, pruned_loss=0.05934, over 2472382.11 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05829, over 17708.99 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2813, pruned_loss=0.04917, over 1532873.46 frames. utt_duration=1324 frames, utt_pad_proportion=0.04042, over 4634.78 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2927, pruned_loss=0.05999, over 2473069.60 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05795, over 18552.17 utterances.], batch size: 37, lr: 2.66e-04
2022-08-30 00:35:21,004 INFO [train.py:927] (4/8) Epoch 15, batch 1950, giga_loss[loss=0.1926, simple_loss=0.2837, pruned_loss=0.05076, over 12385.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02738, over 70.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2939, pruned_loss=0.06044, over 2472367.44 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05968, over 17727.40 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.281, pruned_loss=0.04934, over 1565105.90 frames. utt_duration=1326 frames, utt_pad_proportion=0.03894, over 4727.30 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2944, pruned_loss=0.06121, over 2473078.13 frames. utt_duration=529.3 frames, utt_pad_proportion=0.05998, over 18740.93 utterances.], batch size: 70, lr: 2.66e-04
2022-08-30 00:37:05,800 INFO [train.py:927] (4/8) Epoch 15, batch 2000, giga_loss[loss=0.1959, simple_loss=0.2829, pruned_loss=0.05449, over 12463.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04665, over 34.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.295, pruned_loss=0.06162, over 2473800.78 frames. utt_duration=557 frames, utt_pad_proportion=0.06003, over 17811.12 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2812, pruned_loss=0.04942, over 1578944.93 frames. utt_duration=1323 frames, utt_pad_proportion=0.0384, over 4778.09 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2956, pruned_loss=0.06234, over 2474105.01 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06048, over 18739.62 utterances.], batch size: 34, lr: 2.66e-04
2022-08-30 00:38:49,241 INFO [train.py:927] (4/8) Epoch 15, batch 2050, giga_loss[loss=0.2313, simple_loss=0.3068, pruned_loss=0.07791, over 12395.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09641, over 256.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2969, pruned_loss=0.06202, over 2473096.52 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05863, over 17754.50 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2803, pruned_loss=0.04918, over 1591942.94 frames. utt_duration=1330 frames, utt_pad_proportion=0.03788, over 4792.36 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.298, pruned_loss=0.06287, over 2473635.35 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05924, over 18636.01 utterances.], batch size: 256, lr: 2.66e-04
2022-08-30 00:40:34,906 INFO [train.py:927] (4/8) Epoch 15, batch 2100, giga_loss[loss=0.2038, simple_loss=0.2889, pruned_loss=0.05931, over 12429.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04483, over 134.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2967, pruned_loss=0.06181, over 2472672.23 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06056, over 17660.59 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2804, pruned_loss=0.04912, over 1613520.88 frames. utt_duration=1333 frames, utt_pad_proportion=0.03688, over 4845.94 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2979, pruned_loss=0.06282, over 2473310.41 frames. utt_duration=533 frames, utt_pad_proportion=0.06139, over 18612.96 utterances.], batch size: 134, lr: 2.66e-04
2022-08-30 00:42:17,052 INFO [train.py:927] (4/8) Epoch 15, batch 2150, giga_loss[loss=0.2093, simple_loss=0.2936, pruned_loss=0.06248, over 12369.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04241, over 133.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2957, pruned_loss=0.0619, over 2472865.11 frames. utt_duration=570 frames, utt_pad_proportion=0.06273, over 17399.45 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2803, pruned_loss=0.04909, over 1647112.89 frames. utt_duration=1340 frames, utt_pad_proportion=0.03526, over 4923.80 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2973, pruned_loss=0.06319, over 2473520.45 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06401, over 18557.19 utterances.], batch size: 133, lr: 2.66e-04
2022-08-30 00:44:00,823 INFO [train.py:927] (4/8) Epoch 15, batch 2200, giga_loss[loss=0.2148, simple_loss=0.3042, pruned_loss=0.06277, over 12395.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02623, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2953, pruned_loss=0.06199, over 2472508.79 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05844, over 16547.24 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2796, pruned_loss=0.04857, over 1678885.83 frames. utt_duration=1346 frames, utt_pad_proportion=0.03412, over 4993.65 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2975, pruned_loss=0.0638, over 2473653.02 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06041, over 17852.65 utterances.], batch size: 66, lr: 2.66e-04
2022-08-30 00:45:43,035 INFO [train.py:927] (4/8) Epoch 15, batch 2250, giga_loss[loss=0.2019, simple_loss=0.2865, pruned_loss=0.05865, over 12363.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02964, over 85.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2958, pruned_loss=0.06219, over 2471333.93 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06122, over 16583.73 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2796, pruned_loss=0.04869, over 1694231.86 frames. utt_duration=1351 frames, utt_pad_proportion=0.03347, over 5020.57 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2978, pruned_loss=0.0638, over 2472629.39 frames. utt_duration=557.1 frames, utt_pad_proportion=0.0629, over 17800.98 utterances.], batch size: 85, lr: 2.66e-04
2022-08-30 00:47:26,964 INFO [train.py:927] (4/8) Epoch 15, batch 2300, giga_loss[loss=0.2116, simple_loss=0.3011, pruned_loss=0.06101, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03048, over 97.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2966, pruned_loss=0.06274, over 2471402.02 frames. utt_duration=615.7 frames, utt_pad_proportion=0.05863, over 16095.44 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2798, pruned_loss=0.04887, over 1716816.02 frames. utt_duration=1346 frames, utt_pad_proportion=0.03394, over 5106.46 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2985, pruned_loss=0.06427, over 2472827.68 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0604, over 17289.25 utterances.], batch size: 97, lr: 2.65e-04
2022-08-30 00:49:10,055 INFO [train.py:927] (4/8) Epoch 15, batch 2350, giga_loss[loss=0.1857, simple_loss=0.2693, pruned_loss=0.05108, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2942, pruned_loss=0.06168, over 2470931.34 frames. utt_duration=635.5 frames, utt_pad_proportion=0.05801, over 15588.85 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2796, pruned_loss=0.04885, over 1724193.82 frames. utt_duration=1349 frames, utt_pad_proportion=0.03361, over 5119.37 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2959, pruned_loss=0.06301, over 2472172.47 frames. utt_duration=597 frames, utt_pad_proportion=0.05965, over 16604.61 utterances.], batch size: 39, lr: 2.65e-04
2022-08-30 00:50:54,981 INFO [train.py:927] (4/8) Epoch 15, batch 2400, giga_loss[loss=0.2121, simple_loss=0.286, pruned_loss=0.06914, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02487, over 48.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2922, pruned_loss=0.06093, over 2471284.71 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06045, over 15786.29 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2805, pruned_loss=0.04927, over 1746552.31 frames. utt_duration=1347 frames, utt_pad_proportion=0.03259, over 5192.81 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2934, pruned_loss=0.06207, over 2472089.09 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06226, over 16821.50 utterances.], batch size: 48, lr: 2.65e-04
2022-08-30 00:52:37,401 INFO [train.py:927] (4/8) Epoch 15, batch 2450, giga_loss[loss=0.1894, simple_loss=0.2709, pruned_loss=0.05393, over 12426.00 frames. utt_duration=904.9 frames, utt_pad_proportion=0.03322, over 55.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2897, pruned_loss=0.0598, over 2471158.04 frames. utt_duration=632.6 frames, utt_pad_proportion=0.06074, over 15663.67 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2806, pruned_loss=0.04933, over 1753827.21 frames. utt_duration=1330 frames, utt_pad_proportion=0.03854, over 5280.45 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2907, pruned_loss=0.06077, over 2471749.85 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06059, over 16497.22 utterances.], batch size: 55, lr: 2.65e-04
2022-08-30 00:54:18,547 INFO [train.py:927] (4/8) Epoch 15, batch 2500, giga_loss[loss=0.1613, simple_loss=0.2396, pruned_loss=0.04154, over 12259.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2866, pruned_loss=0.0588, over 2471832.73 frames. utt_duration=629.5 frames, utt_pad_proportion=0.05821, over 15743.55 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2805, pruned_loss=0.04929, over 1764421.94 frames. utt_duration=1334 frames, utt_pad_proportion=0.03798, over 5296.15 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2876, pruned_loss=0.05973, over 2472415.93 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05847, over 16533.15 utterances.], batch size: 28, lr: 2.65e-04
2022-08-30 00:56:02,075 INFO [train.py:927] (4/8) Epoch 15, batch 2550, giga_loss[loss=0.1587, simple_loss=0.2404, pruned_loss=0.03849, over 12146.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.03206, over 30.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2836, pruned_loss=0.05732, over 2472204.93 frames. utt_duration=616.7 frames, utt_pad_proportion=0.0609, over 16073.14 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2807, pruned_loss=0.04959, over 1778608.17 frames. utt_duration=1318 frames, utt_pad_proportion=0.04427, over 5405.21 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2844, pruned_loss=0.05801, over 2472539.61 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05938, over 16798.37 utterances.], batch size: 30, lr: 2.65e-04
2022-08-30 00:57:43,879 INFO [train.py:927] (4/8) Epoch 15, batch 2600, giga_loss[loss=0.1932, simple_loss=0.2684, pruned_loss=0.05894, over 12314.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03273, over 51.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2852, pruned_loss=0.05781, over 2472798.41 frames. utt_duration=596.8 frames, utt_pad_proportion=0.0613, over 16616.84 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05028, over 1806041.99 frames. utt_duration=1304 frames, utt_pad_proportion=0.04794, over 5546.26 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2854, pruned_loss=0.05819, over 2472923.34 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05924, over 17474.82 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 00:59:26,476 INFO [train.py:927] (4/8) Epoch 15, batch 2650, giga_loss[loss=0.1826, simple_loss=0.2751, pruned_loss=0.04506, over 12395.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03883, over 105.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.286, pruned_loss=0.05738, over 2473590.30 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06327, over 17411.36 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2812, pruned_loss=0.05016, over 1819459.55 frames. utt_duration=1308 frames, utt_pad_proportion=0.04694, over 5572.14 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2863, pruned_loss=0.0579, over 2473540.87 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06202, over 18281.97 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 01:01:08,513 INFO [train.py:927] (4/8) Epoch 15, batch 2700, giga_loss[loss=0.1834, simple_loss=0.2736, pruned_loss=0.04662, over 12342.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2843, pruned_loss=0.05571, over 2474544.87 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06009, over 17935.05 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2812, pruned_loss=0.0502, over 1822634.25 frames. utt_duration=1309 frames, utt_pad_proportion=0.0467, over 5576.28 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2846, pruned_loss=0.05612, over 2474589.58 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05934, over 18662.93 utterances.], batch size: 97, lr: 2.65e-04
2022-08-30 01:02:51,688 INFO [train.py:927] (4/8) Epoch 15, batch 2750, giga_loss[loss=0.2115, simple_loss=0.2935, pruned_loss=0.06478, over 12423.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03632, over 86.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2835, pruned_loss=0.05533, over 2474640.06 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06121, over 17857.44 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2811, pruned_loss=0.05011, over 1829199.40 frames. utt_duration=1312 frames, utt_pad_proportion=0.04627, over 5581.51 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2838, pruned_loss=0.05576, over 2474625.43 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06072, over 18528.97 utterances.], batch size: 86, lr: 2.65e-04
2022-08-30 01:04:33,363 INFO [train.py:927] (4/8) Epoch 15, batch 2800, giga_loss[loss=0.1826, simple_loss=0.2734, pruned_loss=0.04594, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02852, over 48.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2856, pruned_loss=0.05625, over 2473713.98 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06152, over 17340.24 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2817, pruned_loss=0.05033, over 1847956.05 frames. utt_duration=1307 frames, utt_pad_proportion=0.04666, over 5660.00 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2856, pruned_loss=0.0566, over 2474036.77 frames. utt_duration=547 frames, utt_pad_proportion=0.06121, over 18141.60 utterances.], batch size: 48, lr: 2.65e-04
2022-08-30 01:06:15,827 INFO [train.py:927] (4/8) Epoch 15, batch 2850, giga_loss[loss=0.2194, simple_loss=0.3057, pruned_loss=0.06654, over 12397.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02586, over 91.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2871, pruned_loss=0.05635, over 2473740.36 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05951, over 17203.71 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2818, pruned_loss=0.05031, over 1854346.52 frames. utt_duration=1309 frames, utt_pad_proportion=0.04618, over 5674.38 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.287, pruned_loss=0.0567, over 2473847.73 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05954, over 17930.78 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 01:07:58,485 INFO [train.py:927] (4/8) Epoch 15, batch 2900, giga_loss[loss=0.1875, simple_loss=0.2795, pruned_loss=0.04781, over 12361.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03269, over 62.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2882, pruned_loss=0.05638, over 2474654.13 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05469, over 16909.10 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2821, pruned_loss=0.05046, over 1857453.79 frames. utt_duration=1308 frames, utt_pad_proportion=0.04595, over 5687.01 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.288, pruned_loss=0.05657, over 2474731.90 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05496, over 17518.47 utterances.], batch size: 62, lr: 2.65e-04
2022-08-30 01:09:38,174 INFO [train.py:927] (4/8) Epoch 15, batch 2950, giga_loss[loss=0.2187, simple_loss=0.3078, pruned_loss=0.06483, over 12371.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03817, over 113.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2865, pruned_loss=0.05594, over 2473625.42 frames. utt_duration=606.2 frames, utt_pad_proportion=0.05119, over 16362.91 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2816, pruned_loss=0.05033, over 1869683.54 frames. utt_duration=1311 frames, utt_pad_proportion=0.04511, over 5709.08 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2867, pruned_loss=0.05629, over 2473695.77 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05183, over 17020.18 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 01:11:19,766 INFO [train.py:927] (4/8) Epoch 15, batch 3000, giga_loss[loss=0.1693, simple_loss=0.2544, pruned_loss=0.04207, over 12152.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04473, over 28.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2857, pruned_loss=0.05615, over 2473056.32 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05463, over 16536.12 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2825, pruned_loss=0.05082, over 1890503.24 frames. utt_duration=1279 frames, utt_pad_proportion=0.05535, over 5917.55 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2855, pruned_loss=0.05628, over 2473125.81 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05214, over 17210.30 utterances.], batch size: 28, lr: 2.65e-04
2022-08-30 01:11:19,767 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 01:11:34,481 INFO [train.py:967] (4/8) 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 01:13:14,222 INFO [train.py:927] (4/8) Epoch 15, batch 3050, giga_loss[loss=0.1831, simple_loss=0.286, pruned_loss=0.04015, over 12372.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02679, over 66.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2875, pruned_loss=0.05633, over 2473063.20 frames. utt_duration=586.4 frames, utt_pad_proportion=0.056, over 16913.43 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05123, over 1904791.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05989, over 6033.90 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2868, pruned_loss=0.05628, over 2473252.24 frames. utt_duration=564 frames, utt_pad_proportion=0.05266, over 17588.62 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:14:55,663 INFO [train.py:927] (4/8) Epoch 15, batch 3100, giga_loss[loss=0.1692, simple_loss=0.2483, pruned_loss=0.04512, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04411, over 34.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2885, pruned_loss=0.05736, over 2473099.23 frames. utt_duration=557.7 frames, utt_pad_proportion=0.0575, over 17785.59 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05123, over 1904791.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05989, over 6033.90 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.288, pruned_loss=0.05732, over 2473246.35 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05496, over 18311.10 utterances.], batch size: 34, lr: 2.65e-04
2022-08-30 01:16:33,866 INFO [train.py:927] (4/8) Epoch 15, batch 3150, giga_loss[loss=0.1842, simple_loss=0.2601, pruned_loss=0.05417, over 12222.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03198, over 42.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2868, pruned_loss=0.05753, over 2472269.20 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05991, over 17749.71 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2829, pruned_loss=0.05119, over 1932112.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.05748, over 6080.22 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.287, pruned_loss=0.0578, over 2472800.18 frames. utt_duration=531.3 frames, utt_pad_proportion=0.0585, over 18669.58 utterances.], batch size: 42, lr: 2.65e-04
2022-08-30 01:18:12,995 INFO [train.py:927] (4/8) Epoch 15, batch 3200, giga_loss[loss=0.197, simple_loss=0.2727, pruned_loss=0.06061, over 12327.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2848, pruned_loss=0.05698, over 2472537.81 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06005, over 17721.03 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05131, over 1940354.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.05672, over 6110.81 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2846, pruned_loss=0.05721, over 2472800.96 frames. utt_duration=534 frames, utt_pad_proportion=0.05915, over 18574.32 utterances.], batch size: 58, lr: 2.65e-04
2022-08-30 01:19:59,276 INFO [train.py:927] (4/8) Epoch 15, batch 3250, giga_loss[loss=0.1892, simple_loss=0.2721, pruned_loss=0.05314, over 12339.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03048, over 91.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2829, pruned_loss=0.05625, over 2472820.07 frames. utt_duration=567.3 frames, utt_pad_proportion=0.0587, over 17482.99 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05175, over 1960902.31 frames. utt_duration=1255 frames, utt_pad_proportion=0.06052, over 6257.44 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2822, pruned_loss=0.05631, over 2473379.04 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05696, over 18454.07 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 01:21:43,328 INFO [train.py:927] (4/8) Epoch 15, batch 3300, giga_loss[loss=0.1954, simple_loss=0.2837, pruned_loss=0.05351, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2801, pruned_loss=0.05524, over 2473176.83 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05542, over 17301.81 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05166, over 1965833.36 frames. utt_duration=1257 frames, utt_pad_proportion=0.05995, over 6261.85 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2796, pruned_loss=0.05538, over 2473764.68 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05434, over 18156.03 utterances.], batch size: 45, lr: 2.65e-04
2022-08-30 01:23:22,323 INFO [train.py:927] (4/8) Epoch 15, batch 3350, giga_loss[loss=0.1819, simple_loss=0.2646, pruned_loss=0.04958, over 12356.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03026, over 51.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2819, pruned_loss=0.05536, over 2473103.71 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05576, over 17255.85 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2847, pruned_loss=0.05182, over 1980705.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05832, over 6269.95 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2809, pruned_loss=0.05545, over 2473731.50 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05541, over 18249.78 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 01:25:01,994 INFO [train.py:927] (4/8) Epoch 15, batch 3400, giga_loss[loss=0.2106, simple_loss=0.2991, pruned_loss=0.06102, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2825, pruned_loss=0.05539, over 2472604.62 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05621, over 17035.52 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05155, over 1992252.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.05731, over 6262.31 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2822, pruned_loss=0.05574, over 2473671.55 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05619, over 18075.23 utterances.], batch size: 86, lr: 2.65e-04
2022-08-30 01:26:42,411 INFO [train.py:927] (4/8) Epoch 15, batch 3450, giga_loss[loss=0.1967, simple_loss=0.2883, pruned_loss=0.05256, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2851, pruned_loss=0.05641, over 2473280.37 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05574, over 17412.99 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2842, pruned_loss=0.05163, over 2001567.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.05623, over 6276.93 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2847, pruned_loss=0.05671, over 2474360.84 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05606, over 18417.28 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:28:29,025 INFO [train.py:927] (4/8) Epoch 15, batch 3500, libri_loss[loss=0.2082, simple_loss=0.3034, pruned_loss=0.05652, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0134, over 40.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2907, pruned_loss=0.06035, over 2473288.86 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06128, over 17958.19 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05151, over 2015332.83 frames. utt_duration=1278 frames, utt_pad_proportion=0.0549, over 6315.01 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2905, pruned_loss=0.06089, over 2474355.18 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06171, over 19054.39 utterances.], batch size: 40, lr: 2.65e-04
2022-08-30 01:30:11,675 INFO [train.py:927] (4/8) Epoch 15, batch 3550, giga_loss[loss=0.2582, simple_loss=0.3452, pruned_loss=0.08563, over 12360.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2981, pruned_loss=0.06548, over 2473618.57 frames. utt_duration=508 frames, utt_pad_proportion=0.07286, over 19535.87 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2844, pruned_loss=0.05159, over 2024233.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.05997, over 6422.38 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.06604, over 2474643.87 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07142, over 20522.03 utterances.], batch size: 70, lr: 2.65e-04
2022-08-30 01:31:55,744 INFO [train.py:927] (4/8) Epoch 15, batch 3600, giga_loss[loss=0.2509, simple_loss=0.3249, pruned_loss=0.08849, over 12391.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.02956, over 51.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3055, pruned_loss=0.07125, over 2473979.78 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07662, over 20151.37 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2847, pruned_loss=0.05183, over 2033170.86 frames. utt_duration=1251 frames, utt_pad_proportion=0.06392, over 6506.10 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3055, pruned_loss=0.07182, over 2474780.60 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07444, over 21101.57 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 01:33:38,928 INFO [train.py:927] (4/8) Epoch 15, batch 3650, giga_loss[loss=0.2066, simple_loss=0.2981, pruned_loss=0.05757, over 12346.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.03001, over 66.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3085, pruned_loss=0.07307, over 2473668.49 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07698, over 20259.60 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05184, over 2041893.47 frames. utt_duration=1249 frames, utt_pad_proportion=0.06366, over 6544.91 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3086, pruned_loss=0.0739, over 2474334.18 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07543, over 21236.58 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:35:25,012 INFO [train.py:927] (4/8) Epoch 15, batch 3700, giga_loss[loss=0.2423, simple_loss=0.3188, pruned_loss=0.08297, over 12374.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03056, over 85.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3124, pruned_loss=0.07678, over 2472827.01 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07765, over 20619.85 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05183, over 2050078.39 frames. utt_duration=1253 frames, utt_pad_proportion=0.06255, over 6550.90 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.313, pruned_loss=0.0779, over 2473702.92 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07684, over 21655.88 utterances.], batch size: 85, lr: 2.65e-04
2022-08-30 01:37:11,687 INFO [train.py:927] (4/8) Epoch 15, batch 3750, giga_loss[loss=0.2336, simple_loss=0.3147, pruned_loss=0.07628, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3155, pruned_loss=0.07916, over 2473728.85 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08181, over 21376.16 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05206, over 2064830.77 frames. utt_duration=1244 frames, utt_pad_proportion=0.06636, over 6649.13 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3169, pruned_loss=0.08072, over 2474305.15 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08021, over 22583.91 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 01:38:54,730 INFO [train.py:927] (4/8) Epoch 15, batch 3800, giga_loss[loss=0.2199, simple_loss=0.3066, pruned_loss=0.06658, over 12342.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.03089, over 66.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3165, pruned_loss=0.08082, over 2473727.92 frames. utt_duration=461.7 frames, utt_pad_proportion=0.08236, over 21498.26 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2853, pruned_loss=0.05216, over 2079017.22 frames. utt_duration=1240 frames, utt_pad_proportion=0.06631, over 6717.13 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.0829, over 2474107.47 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08126, over 22882.15 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:40:33,599 INFO [train.py:927] (4/8) Epoch 15, batch 3850, giga_loss[loss=0.2231, simple_loss=0.3141, pruned_loss=0.0661, over 12384.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02722, over 70.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3172, pruned_loss=0.08054, over 2474240.47 frames. utt_duration=476.3 frames, utt_pad_proportion=0.08065, over 20840.83 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2854, pruned_loss=0.05227, over 2096479.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06391, over 6740.56 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.32, pruned_loss=0.0833, over 2474504.79 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0807, over 22529.22 utterances.], batch size: 70, lr: 2.65e-04
2022-08-30 01:42:19,830 INFO [train.py:927] (4/8) Epoch 15, batch 3900, libri_loss[loss=0.1626, simple_loss=0.2456, pruned_loss=0.03982, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007805, over 30.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3187, pruned_loss=0.08142, over 2474451.06 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08293, over 21412.06 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2852, pruned_loss=0.05222, over 2103915.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.06291, over 6754.64 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3218, pruned_loss=0.08422, over 2474732.04 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08323, over 23028.59 utterances.], batch size: 30, lr: 2.65e-04
2022-08-30 01:44:03,165 INFO [train.py:927] (4/8) Epoch 15, batch 3950, giga_loss[loss=0.2446, simple_loss=0.3242, pruned_loss=0.08246, over 12385.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07003, over 211.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3168, pruned_loss=0.07882, over 2474379.75 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07874, over 21427.78 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.05245, over 2114606.40 frames. utt_duration=1238 frames, utt_pad_proportion=0.06568, over 6838.99 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3199, pruned_loss=0.08165, over 2474852.23 frames. utt_duration=431 frames, utt_pad_proportion=0.0788, over 23045.21 utterances.], batch size: 211, lr: 2.65e-04
2022-08-30 01:45:47,661 INFO [train.py:927] (4/8) Epoch 15, batch 4000, giga_loss[loss=0.2398, simple_loss=0.3085, pruned_loss=0.08559, over 12374.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3131, pruned_loss=0.07609, over 2474040.11 frames. utt_duration=467.9 frames, utt_pad_proportion=0.08125, over 21214.70 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2851, pruned_loss=0.05232, over 2128242.79 frames. utt_duration=1250 frames, utt_pad_proportion=0.06368, over 6819.85 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.317, pruned_loss=0.07938, over 2474889.06 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08172, over 23058.46 utterances.], batch size: 363, lr: 2.65e-04
2022-08-30 01:47:31,174 INFO [train.py:927] (4/8) Epoch 15, batch 4050, giga_loss[loss=0.2276, simple_loss=0.3056, pruned_loss=0.07477, over 12376.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03171, over 62.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.312, pruned_loss=0.07549, over 2474691.27 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07999, over 21510.47 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2847, pruned_loss=0.05213, over 2134772.71 frames. utt_duration=1255 frames, utt_pad_proportion=0.06264, over 6809.55 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3159, pruned_loss=0.07863, over 2475661.57 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08079, over 23223.29 utterances.], batch size: 62, lr: 2.65e-04
2022-08-30 01:49:21,057 INFO [train.py:927] (4/8) Epoch 15, batch 4100, giga_loss[loss=0.2177, simple_loss=0.2993, pruned_loss=0.06809, over 12382.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07572, over 2473648.35 frames. utt_duration=468.3 frames, utt_pad_proportion=0.0816, over 21194.29 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05258, over 2143217.77 frames. utt_duration=1238 frames, utt_pad_proportion=0.06701, over 6931.95 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3159, pruned_loss=0.07843, over 2474395.40 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08116, over 22780.67 utterances.], batch size: 182, lr: 2.65e-04
2022-08-30 01:51:09,758 INFO [train.py:927] (4/8) Epoch 15, batch 4150, giga_loss[loss=0.2154, simple_loss=0.3079, pruned_loss=0.06144, over 12391.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04484, over 146.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3137, pruned_loss=0.07366, over 2473759.30 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07872, over 20957.74 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2866, pruned_loss=0.0527, over 2147863.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.06621, over 6944.86 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3156, pruned_loss=0.07599, over 2474618.29 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07882, over 22383.10 utterances.], batch size: 146, lr: 2.65e-04
2022-08-30 01:52:57,176 INFO [train.py:927] (4/8) Epoch 15, batch 4200, giga_loss[loss=0.2149, simple_loss=0.2969, pruned_loss=0.06646, over 12372.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02807, over 91.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.314, pruned_loss=0.07385, over 2474513.30 frames. utt_duration=472 frames, utt_pad_proportion=0.07798, over 21033.77 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05311, over 2154610.18 frames. utt_duration=1221 frames, utt_pad_proportion=0.07072, over 7066.51 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3156, pruned_loss=0.07578, over 2474949.68 frames. utt_duration=445 frames, utt_pad_proportion=0.07708, over 22316.33 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 01:54:42,618 INFO [train.py:927] (4/8) Epoch 15, batch 4250, giga_loss[loss=0.2241, simple_loss=0.2993, pruned_loss=0.07448, over 12361.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03222, over 58.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3112, pruned_loss=0.07281, over 2474717.80 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07272, over 20526.43 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2871, pruned_loss=0.0531, over 2165729.40 frames. utt_duration=1226 frames, utt_pad_proportion=0.06858, over 7076.12 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3134, pruned_loss=0.07501, over 2474978.39 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07295, over 21981.89 utterances.], batch size: 58, lr: 2.65e-04
2022-08-30 01:56:28,979 INFO [train.py:927] (4/8) Epoch 15, batch 4300, giga_loss[loss=0.2283, simple_loss=0.3094, pruned_loss=0.07365, over 12359.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3095, pruned_loss=0.07233, over 2474963.74 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07161, over 20069.07 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05309, over 2171816.95 frames. utt_duration=1227 frames, utt_pad_proportion=0.06775, over 7090.59 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3117, pruned_loss=0.07445, over 2475207.34 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07217, over 21454.58 utterances.], batch size: 85, lr: 2.65e-04
2022-08-30 01:58:17,763 INFO [train.py:927] (4/8) Epoch 15, batch 4350, giga_loss[loss=0.223, simple_loss=0.3095, pruned_loss=0.06822, over 12370.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03204, over 104.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3091, pruned_loss=0.07154, over 2475449.82 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0735, over 20132.78 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2867, pruned_loss=0.05301, over 2177440.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06679, over 7076.93 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3115, pruned_loss=0.07359, over 2475984.32 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07411, over 21462.91 utterances.], batch size: 104, lr: 2.65e-04
2022-08-30 02:00:02,969 INFO [train.py:927] (4/8) Epoch 15, batch 4400, giga_loss[loss=0.2039, simple_loss=0.2953, pruned_loss=0.05628, over 12384.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02693, over 66.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3084, pruned_loss=0.07155, over 2474672.70 frames. utt_duration=498.3 frames, utt_pad_proportion=0.0732, over 19921.63 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2869, pruned_loss=0.0532, over 2184523.76 frames. utt_duration=1236 frames, utt_pad_proportion=0.06529, over 7080.01 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3107, pruned_loss=0.07347, over 2475364.87 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07423, over 21281.31 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 02:01:45,627 INFO [train.py:927] (4/8) Epoch 15, batch 4450, libri_loss[loss=0.1784, simple_loss=0.2618, pruned_loss=0.04748, over 12209.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01041, over 29.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3071, pruned_loss=0.07162, over 2474068.33 frames. utt_duration=483.2 frames, utt_pad_proportion=0.08089, over 20541.15 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05357, over 2194524.72 frames. utt_duration=1229 frames, utt_pad_proportion=0.06763, over 7152.69 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.309, pruned_loss=0.07346, over 2474617.22 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08065, over 22010.56 utterances.], batch size: 29, lr: 2.65e-04
2022-08-30 02:03:30,851 INFO [train.py:927] (4/8) Epoch 15, batch 4500, giga_loss[loss=0.2072, simple_loss=0.2947, pruned_loss=0.05988, over 12428.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03292, over 75.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.305, pruned_loss=0.07118, over 2473615.13 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07861, over 20076.87 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2874, pruned_loss=0.05357, over 2200032.64 frames. utt_duration=1220 frames, utt_pad_proportion=0.07134, over 7221.37 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07295, over 2474082.01 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07757, over 21410.27 utterances.], batch size: 75, lr: 2.65e-04
2022-08-30 02:05:16,314 INFO [train.py:927] (4/8) Epoch 15, batch 4550, giga_loss[loss=0.253, simple_loss=0.3181, pruned_loss=0.094, over 12361.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1978, over 366.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07154, over 2473706.27 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07934, over 20584.75 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.05362, over 2205184.55 frames. utt_duration=1223 frames, utt_pad_proportion=0.07009, over 7221.98 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.07322, over 2474314.63 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07887, over 21877.33 utterances.], batch size: 366, lr: 2.65e-04
2022-08-30 02:07:03,107 INFO [train.py:927] (4/8) Epoch 15, batch 4600, giga_loss[loss=0.2161, simple_loss=0.3007, pruned_loss=0.06571, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02251, over 48.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3049, pruned_loss=0.07092, over 2474229.77 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07802, over 20574.06 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2873, pruned_loss=0.05338, over 2213918.07 frames. utt_duration=1232 frames, utt_pad_proportion=0.06847, over 7198.51 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3071, pruned_loss=0.07298, over 2475184.12 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07821, over 22032.76 utterances.], batch size: 48, lr: 2.65e-04
2022-08-30 02:08:46,652 INFO [train.py:927] (4/8) Epoch 15, batch 4650, giga_loss[loss=0.2308, simple_loss=0.3157, pruned_loss=0.07293, over 12401.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03354, over 122.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3051, pruned_loss=0.07023, over 2475106.06 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07539, over 20288.97 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2878, pruned_loss=0.05348, over 2221863.01 frames. utt_duration=1235 frames, utt_pad_proportion=0.06668, over 7205.51 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3069, pruned_loss=0.07228, over 2475656.53 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07635, over 21816.21 utterances.], batch size: 122, lr: 2.65e-04
2022-08-30 02:10:35,815 INFO [train.py:927] (4/8) Epoch 15, batch 4700, giga_loss[loss=0.3511, simple_loss=0.4044, pruned_loss=0.1488, over 12352.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 258.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3065, pruned_loss=0.07189, over 2475303.79 frames. utt_duration=473 frames, utt_pad_proportion=0.07757, over 20997.20 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.0534, over 2226983.57 frames. utt_duration=1239 frames, utt_pad_proportion=0.06559, over 7196.42 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3084, pruned_loss=0.07387, over 2475674.91 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07855, over 22446.59 utterances.], batch size: 258, lr: 2.65e-04
2022-08-30 02:12:19,502 INFO [train.py:927] (4/8) Epoch 15, batch 4750, giga_loss[loss=0.2212, simple_loss=0.3061, pruned_loss=0.06811, over 12330.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03175, over 70.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07345, over 2475797.45 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07651, over 21065.26 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2873, pruned_loss=0.05311, over 2233058.45 frames. utt_duration=1242 frames, utt_pad_proportion=0.06445, over 7200.38 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3098, pruned_loss=0.07573, over 2476171.01 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07774, over 22529.61 utterances.], batch size: 70, lr: 2.65e-04
2022-08-30 02:14:01,824 INFO [train.py:927] (4/8) Epoch 15, batch 4800, giga_loss[loss=0.3398, simple_loss=0.3903, pruned_loss=0.1447, over 12398.00 frames. utt_duration=191.5 frames, utt_pad_proportion=0.1136, over 261.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.0751, over 2475634.78 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07844, over 21353.22 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.05321, over 2240126.03 frames. utt_duration=1233 frames, utt_pad_proportion=0.06698, over 7278.33 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3115, pruned_loss=0.07743, over 2476056.74 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0788, over 22836.62 utterances.], batch size: 261, lr: 2.65e-04
2022-08-30 02:15:41,467 INFO [train.py:927] (4/8) Epoch 15, batch 4850, giga_loss[loss=0.1979, simple_loss=0.3002, pruned_loss=0.04778, over 12317.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02831, over 74.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3083, pruned_loss=0.07406, over 2474945.90 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07943, over 21023.89 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2872, pruned_loss=0.05326, over 2246920.97 frames. utt_duration=1240 frames, utt_pad_proportion=0.0654, over 7255.20 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3109, pruned_loss=0.07646, over 2475431.19 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08017, over 22598.42 utterances.], batch size: 74, lr: 2.65e-04
2022-08-30 02:17:22,150 INFO [train.py:927] (4/8) Epoch 15, batch 4900, giga_loss[loss=0.227, simple_loss=0.3053, pruned_loss=0.07435, over 12426.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3069, pruned_loss=0.07244, over 2474919.43 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07447, over 20103.84 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.05375, over 2253518.59 frames. utt_duration=1240 frames, utt_pad_proportion=0.06463, over 7279.62 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.309, pruned_loss=0.0745, over 2475446.42 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07577, over 21701.00 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 02:19:08,238 INFO [train.py:927] (4/8) Epoch 15, batch 4950, giga_loss[loss=0.2458, simple_loss=0.3179, pruned_loss=0.08682, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.0339, over 62.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.07314, over 2475708.27 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07365, over 20318.69 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.05374, over 2255803.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06411, over 7272.85 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3083, pruned_loss=0.07493, over 2476059.79 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0749, over 21691.96 utterances.], batch size: 62, lr: 2.65e-04
2022-08-30 02:20:53,775 INFO [train.py:927] (4/8) Epoch 15, batch 5000, giga_loss[loss=0.2372, simple_loss=0.3265, pruned_loss=0.07395, over 12379.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03368, over 80.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3086, pruned_loss=0.07336, over 2475743.13 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07093, over 19614.55 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05386, over 2261157.62 frames. utt_duration=1244 frames, utt_pad_proportion=0.06291, over 7276.98 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3104, pruned_loss=0.07515, over 2476105.49 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07256, over 20998.71 utterances.], batch size: 80, lr: 2.65e-04
2022-08-30 02:22:38,156 INFO [train.py:927] (4/8) Epoch 15, batch 5050, giga_loss[loss=0.2025, simple_loss=0.289, pruned_loss=0.05797, over 12408.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02501, over 91.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3116, pruned_loss=0.07367, over 2475535.78 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07172, over 19898.90 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.288, pruned_loss=0.05391, over 2266351.66 frames. utt_duration=1223 frames, utt_pad_proportion=0.07032, over 7422.87 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3135, pruned_loss=0.07549, over 2475904.88 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07052, over 21151.06 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 02:24:19,276 INFO [train.py:927] (4/8) Epoch 15, batch 5100, giga_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07565, over 12381.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3111, pruned_loss=0.0733, over 2475251.87 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06802, over 18937.17 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2877, pruned_loss=0.0538, over 2274111.84 frames. utt_duration=1214 frames, utt_pad_proportion=0.07326, over 7501.70 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3138, pruned_loss=0.07559, over 2475984.22 frames. utt_duration=489 frames, utt_pad_proportion=0.06608, over 20315.86 utterances.], batch size: 58, lr: 2.65e-04
2022-08-30 02:26:06,110 INFO [train.py:927] (4/8) Epoch 15, batch 5150, giga_loss[loss=0.2558, simple_loss=0.3399, pruned_loss=0.08585, over 12376.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05217, over 161.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07452, over 2475170.03 frames. utt_duration=513.4 frames, utt_pad_proportion=0.07007, over 19339.68 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.05363, over 2279584.56 frames. utt_duration=1220 frames, utt_pad_proportion=0.0715, over 7484.01 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3146, pruned_loss=0.077, over 2476168.83 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06895, over 20758.80 utterances.], batch size: 161, lr: 2.64e-04
2022-08-30 02:27:51,217 INFO [train.py:927] (4/8) Epoch 15, batch 5200, giga_loss[loss=0.2164, simple_loss=0.2844, pruned_loss=0.07416, over 12316.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02613, over 45.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3095, pruned_loss=0.07422, over 2474588.94 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06636, over 19267.87 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2872, pruned_loss=0.05341, over 2283114.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.07043, over 7460.49 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3124, pruned_loss=0.07673, over 2475676.81 frames. utt_duration=481.6 frames, utt_pad_proportion=0.066, over 20625.92 utterances.], batch size: 45, lr: 2.64e-04
2022-08-30 02:29:36,375 INFO [train.py:927] (4/8) Epoch 15, batch 5250, libri_loss[loss=0.2098, simple_loss=0.2979, pruned_loss=0.06085, over 12476.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007607, over 39.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07447, over 2474470.37 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07278, over 20254.60 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2871, pruned_loss=0.05331, over 2289489.24 frames. utt_duration=1226 frames, utt_pad_proportion=0.0692, over 7479.08 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3121, pruned_loss=0.07721, over 2475522.98 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0725, over 21710.65 utterances.], batch size: 39, lr: 2.64e-04
2022-08-30 02:31:23,193 INFO [train.py:927] (4/8) Epoch 15, batch 5300, giga_loss[loss=0.2271, simple_loss=0.3075, pruned_loss=0.07334, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03323, over 58.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3069, pruned_loss=0.07361, over 2474435.17 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07229, over 19437.84 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05313, over 2293802.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06889, over 7479.74 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3103, pruned_loss=0.07647, over 2475536.95 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07225, over 20898.23 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 02:33:06,616 INFO [train.py:927] (4/8) Epoch 15, batch 5350, giga_loss[loss=0.241, simple_loss=0.3232, pruned_loss=0.07935, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0434, over 146.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3079, pruned_loss=0.07427, over 2474662.66 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07016, over 19654.99 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05318, over 2294483.48 frames. utt_duration=1229 frames, utt_pad_proportion=0.06859, over 7478.34 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3106, pruned_loss=0.07655, over 2475705.60 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07034, over 20846.21 utterances.], batch size: 146, lr: 2.64e-04
2022-08-30 02:34:54,405 INFO [train.py:927] (4/8) Epoch 15, batch 5400, giga_loss[loss=0.2234, simple_loss=0.2943, pruned_loss=0.07622, over 12316.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03253, over 48.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3092, pruned_loss=0.07557, over 2473233.24 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07188, over 20240.31 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05307, over 2297658.10 frames. utt_duration=1233 frames, utt_pad_proportion=0.06766, over 7462.86 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.07786, over 2474417.32 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07223, over 21421.00 utterances.], batch size: 48, lr: 2.64e-04
2022-08-30 02:36:41,780 INFO [train.py:927] (4/8) Epoch 15, batch 5450, giga_loss[loss=0.2201, simple_loss=0.3233, pruned_loss=0.05849, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03076, over 75.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3108, pruned_loss=0.07396, over 2473182.46 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07127, over 19899.13 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2868, pruned_loss=0.05313, over 2298653.81 frames. utt_duration=1234 frames, utt_pad_proportion=0.06736, over 7461.54 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3127, pruned_loss=0.07579, over 2473994.65 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07168, over 20882.62 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 02:38:27,865 INFO [train.py:927] (4/8) Epoch 15, batch 5500, giga_loss[loss=0.2933, simple_loss=0.3599, pruned_loss=0.1133, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0604, over 182.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3123, pruned_loss=0.07355, over 2473593.48 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06485, over 18810.63 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2867, pruned_loss=0.05318, over 2302862.69 frames. utt_duration=1237 frames, utt_pad_proportion=0.06599, over 7455.98 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3144, pruned_loss=0.07542, over 2474368.51 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06596, over 19861.39 utterances.], batch size: 182, lr: 2.64e-04
2022-08-30 02:40:12,386 INFO [train.py:927] (4/8) Epoch 15, batch 5550, giga_loss[loss=0.3328, simple_loss=0.3808, pruned_loss=0.1424, over 12382.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3142, pruned_loss=0.07528, over 2473852.04 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06361, over 19038.20 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2866, pruned_loss=0.05297, over 2305089.84 frames. utt_duration=1239 frames, utt_pad_proportion=0.06537, over 7449.21 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3164, pruned_loss=0.07723, over 2474754.41 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06472, over 20027.66 utterances.], batch size: 259, lr: 2.64e-04
2022-08-30 02:41:56,672 INFO [train.py:927] (4/8) Epoch 15, batch 5600, giga_loss[loss=0.3053, simple_loss=0.3547, pruned_loss=0.1279, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3151, pruned_loss=0.07618, over 2473844.56 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06823, over 20208.54 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2867, pruned_loss=0.05306, over 2306821.17 frames. utt_duration=1240 frames, utt_pad_proportion=0.0648, over 7449.71 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3169, pruned_loss=0.07785, over 2474520.90 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06907, over 21098.17 utterances.], batch size: 258, lr: 2.64e-04
2022-08-30 02:43:40,654 INFO [train.py:927] (4/8) Epoch 15, batch 5650, libri_loss[loss=0.2094, simple_loss=0.2946, pruned_loss=0.06215, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005771, over 35.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3144, pruned_loss=0.07425, over 2474100.47 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06757, over 19659.94 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05288, over 2311636.63 frames. utt_duration=1248 frames, utt_pad_proportion=0.06331, over 7419.68 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.317, pruned_loss=0.07634, over 2474757.87 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06882, over 20737.78 utterances.], batch size: 35, lr: 2.64e-04
2022-08-30 02:45:25,821 INFO [train.py:927] (4/8) Epoch 15, batch 5700, giga_loss[loss=0.2303, simple_loss=0.3118, pruned_loss=0.07438, over 12407.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05055, over 161.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3149, pruned_loss=0.07554, over 2473785.48 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07367, over 20733.75 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2861, pruned_loss=0.05268, over 2315500.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.06289, over 7430.24 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3178, pruned_loss=0.07791, over 2474447.75 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07457, over 21893.95 utterances.], batch size: 161, lr: 2.64e-04
2022-08-30 02:47:10,368 INFO [train.py:927] (4/8) Epoch 15, batch 5750, libri_loss[loss=0.1891, simple_loss=0.2787, pruned_loss=0.04972, over 12304.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006013, over 35.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3125, pruned_loss=0.07485, over 2474065.72 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07558, over 20613.20 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.286, pruned_loss=0.05264, over 2317698.39 frames. utt_duration=1251 frames, utt_pad_proportion=0.06211, over 7421.83 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3153, pruned_loss=0.07707, over 2474761.35 frames. utt_duration=457.2 frames, utt_pad_proportion=0.0765, over 21721.62 utterances.], batch size: 35, lr: 2.64e-04
2022-08-30 02:48:56,903 INFO [train.py:927] (4/8) Epoch 15, batch 5800, giga_loss[loss=0.2166, simple_loss=0.3032, pruned_loss=0.06498, over 12442.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03183, over 80.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3099, pruned_loss=0.07362, over 2474191.11 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07216, over 19898.82 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2862, pruned_loss=0.05265, over 2322859.13 frames. utt_duration=1254 frames, utt_pad_proportion=0.06081, over 7415.46 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3128, pruned_loss=0.07609, over 2474991.85 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07367, over 21214.09 utterances.], batch size: 80, lr: 2.64e-04
2022-08-30 02:50:41,229 INFO [train.py:927] (4/8) Epoch 15, batch 5850, giga_loss[loss=0.2581, simple_loss=0.3294, pruned_loss=0.09342, over 12431.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06632, over 184.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3094, pruned_loss=0.0741, over 2475269.32 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07395, over 20422.56 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2859, pruned_loss=0.05245, over 2327495.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05984, over 7409.96 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3126, pruned_loss=0.07681, over 2475799.22 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07539, over 21815.75 utterances.], batch size: 184, lr: 2.64e-04
2022-08-30 02:52:25,263 INFO [train.py:927] (4/8) Epoch 15, batch 5900, libri_loss[loss=0.2085, simple_loss=0.3039, pruned_loss=0.05657, over 12384.00 frames. utt_duration=763.5 frames, utt_pad_proportion=0.1333, over 65.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07116, over 2475470.09 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07242, over 20492.44 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2859, pruned_loss=0.05242, over 2329560.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.06002, over 7439.82 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3092, pruned_loss=0.07359, over 2476000.70 frames. utt_duration=457 frames, utt_pad_proportion=0.07365, over 21740.86 utterances.], batch size: 65, lr: 2.64e-04
2022-08-30 02:54:13,913 INFO [train.py:927] (4/8) Epoch 15, batch 5950, libri_loss[loss=0.215, simple_loss=0.3252, pruned_loss=0.05242, over 12432.00 frames. utt_duration=957.9 frames, utt_pad_proportion=0.07268, over 52.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3053, pruned_loss=0.07012, over 2475343.85 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07321, over 20772.52 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2864, pruned_loss=0.05267, over 2332709.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.05918, over 7440.97 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3075, pruned_loss=0.07226, over 2476168.75 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07453, over 22077.37 utterances.], batch size: 52, lr: 2.64e-04
2022-08-30 02:55:59,790 INFO [train.py:927] (4/8) Epoch 15, batch 6000, giga_loss[loss=0.1945, simple_loss=0.2871, pruned_loss=0.05095, over 12362.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02932, over 70.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3024, pruned_loss=0.06922, over 2474044.49 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07231, over 20334.56 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2861, pruned_loss=0.0525, over 2337891.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.0572, over 7412.47 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3052, pruned_loss=0.07181, over 2475728.70 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07431, over 21966.13 utterances.], batch size: 70, lr: 2.64e-04
2022-08-30 02:55:59,793 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 02:56:14,017 INFO [train.py:967] (4/8) 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 02:57:59,115 INFO [train.py:927] (4/8) Epoch 15, batch 6050, giga_loss[loss=0.2635, simple_loss=0.3386, pruned_loss=0.09427, over 12388.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07378, over 212.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3039, pruned_loss=0.07041, over 2474678.88 frames. utt_duration=471 frames, utt_pad_proportion=0.07579, over 21079.84 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2858, pruned_loss=0.05238, over 2340571.60 frames. utt_duration=1267 frames, utt_pad_proportion=0.0563, over 7397.36 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3067, pruned_loss=0.07288, over 2476056.08 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07752, over 22643.25 utterances.], batch size: 212, lr: 2.64e-04
2022-08-30 02:59:42,022 INFO [train.py:927] (4/8) Epoch 15, batch 6100, giga_loss[loss=0.3033, simple_loss=0.3557, pruned_loss=0.1254, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3044, pruned_loss=0.07089, over 2475043.03 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0816, over 21698.74 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2854, pruned_loss=0.05219, over 2347283.18 frames. utt_duration=1269 frames, utt_pad_proportion=0.05466, over 7407.31 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3079, pruned_loss=0.07388, over 2476049.40 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08342, over 23593.37 utterances.], batch size: 259, lr: 2.64e-04
2022-08-30 03:01:27,584 INFO [train.py:927] (4/8) Epoch 15, batch 6150, giga_loss[loss=0.2418, simple_loss=0.3042, pruned_loss=0.08964, over 12327.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1985, over 366.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3047, pruned_loss=0.07171, over 2475011.94 frames. utt_duration=458.5 frames, utt_pad_proportion=0.08194, over 21662.72 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2853, pruned_loss=0.05216, over 2350433.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.05358, over 7389.24 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.308, pruned_loss=0.07455, over 2475831.87 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08383, over 23520.01 utterances.], batch size: 366, lr: 2.64e-04
2022-08-30 03:03:15,532 INFO [train.py:927] (4/8) Epoch 15, batch 6200, giga_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07952, over 12370.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3074, pruned_loss=0.07303, over 2474585.41 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07978, over 21312.73 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2854, pruned_loss=0.05208, over 2353248.03 frames. utt_duration=1273 frames, utt_pad_proportion=0.0529, over 7403.40 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.07581, over 2475464.62 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08187, over 23091.29 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:05:01,751 INFO [train.py:927] (4/8) Epoch 15, batch 6250, giga_loss[loss=0.2766, simple_loss=0.3266, pruned_loss=0.1132, over 12343.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3083, pruned_loss=0.07407, over 2474735.66 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07997, over 21858.79 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05192, over 2355408.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05247, over 7398.31 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3114, pruned_loss=0.07678, over 2475665.20 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08179, over 23519.25 utterances.], batch size: 369, lr: 2.64e-04
2022-08-30 03:06:44,764 INFO [train.py:927] (4/8) Epoch 15, batch 6300, giga_loss[loss=0.232, simple_loss=0.3161, pruned_loss=0.07398, over 12457.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04039, over 114.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3106, pruned_loss=0.07404, over 2475394.59 frames. utt_duration=437.6 frames, utt_pad_proportion=0.08133, over 22702.13 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2855, pruned_loss=0.05216, over 2357968.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.0564, over 7481.16 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3131, pruned_loss=0.0765, over 2476502.96 frames. utt_duration=409.2 frames, utt_pad_proportion=0.08182, over 24295.38 utterances.], batch size: 114, lr: 2.64e-04
2022-08-30 03:08:27,041 INFO [train.py:927] (4/8) Epoch 15, batch 6350, giga_loss[loss=0.212, simple_loss=0.2985, pruned_loss=0.06278, over 12441.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03197, over 75.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3095, pruned_loss=0.07402, over 2475695.02 frames. utt_duration=459 frames, utt_pad_proportion=0.078, over 21643.66 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2855, pruned_loss=0.05216, over 2361130.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05606, over 7492.27 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3122, pruned_loss=0.07658, over 2476884.60 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07891, over 23300.52 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 03:10:13,830 INFO [train.py:927] (4/8) Epoch 15, batch 6400, giga_loss[loss=0.2317, simple_loss=0.3035, pruned_loss=0.08001, over 12286.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03081, over 51.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3077, pruned_loss=0.07368, over 2475218.98 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07597, over 20945.26 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05196, over 2366665.30 frames. utt_duration=1269 frames, utt_pad_proportion=0.05433, over 7467.18 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3115, pruned_loss=0.07688, over 2476237.75 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07767, over 22926.19 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:11:57,316 INFO [train.py:927] (4/8) Epoch 15, batch 6450, giga_loss[loss=0.2625, simple_loss=0.3277, pruned_loss=0.09861, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0723, over 212.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3071, pruned_loss=0.07392, over 2474934.82 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07394, over 21055.57 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2848, pruned_loss=0.0519, over 2368913.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05324, over 7453.59 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3107, pruned_loss=0.07699, over 2476143.38 frames. utt_duration=433.2 frames, utt_pad_proportion=0.0759, over 22941.10 utterances.], batch size: 212, lr: 2.64e-04
2022-08-30 03:13:39,110 INFO [train.py:927] (4/8) Epoch 15, batch 6500, giga_loss[loss=0.1808, simple_loss=0.2661, pruned_loss=0.04774, over 12405.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04163, over 26.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3067, pruned_loss=0.07358, over 2474994.28 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07019, over 20299.78 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.0521, over 2371364.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.05221, over 7452.16 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3097, pruned_loss=0.07635, over 2476104.20 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07258, over 22099.72 utterances.], batch size: 26, lr: 2.64e-04
2022-08-30 03:15:21,138 INFO [train.py:927] (4/8) Epoch 15, batch 6550, libri_loss[loss=0.2098, simple_loss=0.3067, pruned_loss=0.05643, over 12290.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.06337, over 51.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3088, pruned_loss=0.07494, over 2474979.41 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07014, over 20587.96 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2853, pruned_loss=0.05205, over 2374303.54 frames. utt_duration=1276 frames, utt_pad_proportion=0.05128, over 7451.88 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3117, pruned_loss=0.07785, over 2475991.41 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07247, over 22405.08 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:17:04,888 INFO [train.py:927] (4/8) Epoch 15, batch 6600, giga_loss[loss=0.2739, simple_loss=0.3269, pruned_loss=0.1105, over 12339.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3089, pruned_loss=0.0753, over 2474282.42 frames. utt_duration=488 frames, utt_pad_proportion=0.07021, over 20341.12 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2851, pruned_loss=0.05199, over 2377428.48 frames. utt_duration=1280 frames, utt_pad_proportion=0.04987, over 7435.39 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3121, pruned_loss=0.07841, over 2475387.20 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07267, over 22218.21 utterances.], batch size: 369, lr: 2.64e-04
2022-08-30 03:18:47,202 INFO [train.py:927] (4/8) Epoch 15, batch 6650, giga_loss[loss=0.2398, simple_loss=0.3168, pruned_loss=0.08141, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07066, over 212.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.309, pruned_loss=0.07527, over 2474587.20 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07345, over 20711.01 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2855, pruned_loss=0.05222, over 2380313.37 frames. utt_duration=1265 frames, utt_pad_proportion=0.05469, over 7534.68 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.312, pruned_loss=0.0782, over 2475469.52 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07399, over 22488.49 utterances.], batch size: 212, lr: 2.64e-04
2022-08-30 03:20:29,583 INFO [train.py:927] (4/8) Epoch 15, batch 6700, giga_loss[loss=0.244, simple_loss=0.33, pruned_loss=0.07894, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07503, over 2474338.21 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06758, over 19822.91 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2853, pruned_loss=0.05221, over 2381804.99 frames. utt_duration=1270 frames, utt_pad_proportion=0.0539, over 7508.18 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07778, over 2475386.45 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06878, over 21486.65 utterances.], batch size: 80, lr: 2.64e-04
2022-08-30 03:22:14,686 INFO [train.py:927] (4/8) Epoch 15, batch 6750, giga_loss[loss=0.2183, simple_loss=0.2987, pruned_loss=0.0689, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3108, pruned_loss=0.07625, over 2474114.68 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07068, over 19534.50 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2857, pruned_loss=0.05235, over 2383333.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.05854, over 7607.11 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3131, pruned_loss=0.07861, over 2474811.12 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07004, over 20921.39 utterances.], batch size: 48, lr: 2.64e-04
2022-08-30 03:23:57,770 INFO [train.py:927] (4/8) Epoch 15, batch 6800, libri_loss[loss=0.1598, simple_loss=0.2426, pruned_loss=0.03846, over 12448.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01025, over 29.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3112, pruned_loss=0.07548, over 2473933.62 frames. utt_duration=523 frames, utt_pad_proportion=0.06703, over 18974.72 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2859, pruned_loss=0.05245, over 2385283.91 frames. utt_duration=1258 frames, utt_pad_proportion=0.05747, over 7591.11 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3135, pruned_loss=0.07783, over 2474756.01 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06717, over 20366.78 utterances.], batch size: 29, lr: 2.64e-04
2022-08-30 03:25:39,525 INFO [train.py:927] (4/8) Epoch 15, batch 6850, giga_loss[loss=0.2618, simple_loss=0.3361, pruned_loss=0.09375, over 12418.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0524, over 162.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3093, pruned_loss=0.07436, over 2473766.50 frames. utt_duration=520.5 frames, utt_pad_proportion=0.0703, over 19064.65 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2855, pruned_loss=0.05232, over 2386834.45 frames. utt_duration=1263 frames, utt_pad_proportion=0.05664, over 7566.46 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3119, pruned_loss=0.07676, over 2474594.06 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07059, over 20410.44 utterances.], batch size: 162, lr: 2.64e-04
2022-08-30 03:27:19,701 INFO [train.py:927] (4/8) Epoch 15, batch 6900, libri_loss[loss=0.1836, simple_loss=0.2694, pruned_loss=0.04886, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.004919, over 31.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3091, pruned_loss=0.07438, over 2473188.87 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07005, over 18884.03 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2851, pruned_loss=0.05227, over 2389484.03 frames. utt_duration=1270 frames, utt_pad_proportion=0.05515, over 7533.22 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3122, pruned_loss=0.07705, over 2474174.37 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07095, over 20365.35 utterances.], batch size: 31, lr: 2.64e-04
2022-08-30 03:29:03,047 INFO [train.py:927] (4/8) Epoch 15, batch 6950, giga_loss[loss=0.2102, simple_loss=0.2877, pruned_loss=0.06636, over 12351.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03256, over 85.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07507, over 2472999.53 frames. utt_duration=512.9 frames, utt_pad_proportion=0.07131, over 19340.88 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2849, pruned_loss=0.05217, over 2391568.98 frames. utt_duration=1271 frames, utt_pad_proportion=0.05446, over 7535.31 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3124, pruned_loss=0.07789, over 2474143.21 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07234, over 20833.15 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 03:30:47,919 INFO [train.py:927] (4/8) Epoch 15, batch 7000, giga_loss[loss=0.2393, simple_loss=0.3205, pruned_loss=0.07901, over 12360.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03632, over 122.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3106, pruned_loss=0.07635, over 2473813.57 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07269, over 19870.07 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2849, pruned_loss=0.05226, over 2392357.94 frames. utt_duration=1273 frames, utt_pad_proportion=0.05404, over 7526.99 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3134, pruned_loss=0.07871, over 2474728.24 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07361, over 21165.91 utterances.], batch size: 122, lr: 2.64e-04
2022-08-30 03:32:29,170 INFO [train.py:927] (4/8) Epoch 15, batch 7050, giga_loss[loss=0.2429, simple_loss=0.3243, pruned_loss=0.08076, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3111, pruned_loss=0.07628, over 2472834.16 frames. utt_duration=500 frames, utt_pad_proportion=0.07376, over 19839.66 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.285, pruned_loss=0.05217, over 2394722.32 frames. utt_duration=1270 frames, utt_pad_proportion=0.05346, over 7548.97 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3143, pruned_loss=0.07909, over 2474303.60 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0749, over 21300.26 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 03:34:14,250 INFO [train.py:927] (4/8) Epoch 15, batch 7100, giga_loss[loss=0.263, simple_loss=0.3265, pruned_loss=0.09973, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02467, over 48.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3116, pruned_loss=0.07636, over 2473744.89 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07268, over 19828.82 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2851, pruned_loss=0.05227, over 2395760.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05281, over 7547.77 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3143, pruned_loss=0.07882, over 2475033.76 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07395, over 21152.98 utterances.], batch size: 48, lr: 2.64e-04
2022-08-30 03:35:54,788 INFO [train.py:927] (4/8) Epoch 15, batch 7150, giga_loss[loss=0.2108, simple_loss=0.284, pruned_loss=0.06877, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0315, over 40.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3102, pruned_loss=0.0753, over 2472703.75 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06828, over 19097.04 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.285, pruned_loss=0.0523, over 2397739.21 frames. utt_duration=1275 frames, utt_pad_proportion=0.05158, over 7530.69 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3132, pruned_loss=0.07788, over 2474009.56 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07016, over 20498.75 utterances.], batch size: 40, lr: 2.64e-04
2022-08-30 03:37:39,321 INFO [train.py:927] (4/8) Epoch 15, batch 7200, giga_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.0765, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03561, over 113.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3087, pruned_loss=0.07423, over 2473049.38 frames. utt_duration=520 frames, utt_pad_proportion=0.06747, over 19079.52 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.285, pruned_loss=0.05224, over 2398508.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.05117, over 7526.41 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3113, pruned_loss=0.0765, over 2474054.86 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06919, over 20287.28 utterances.], batch size: 113, lr: 2.64e-04
2022-08-30 03:39:21,728 INFO [train.py:927] (4/8) Epoch 15, batch 7250, giga_loss[loss=0.2067, simple_loss=0.2873, pruned_loss=0.0631, over 12362.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.0739, over 2473747.53 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06689, over 19256.65 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05251, over 2399940.32 frames. utt_duration=1261 frames, utt_pad_proportion=0.05549, over 7624.42 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3087, pruned_loss=0.07585, over 2474585.94 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06709, over 20322.80 utterances.], batch size: 62, lr: 2.64e-04
2022-08-30 03:41:12,457 INFO [train.py:927] (4/8) Epoch 15, batch 7300, libri_loss[loss=0.1929, simple_loss=0.2826, pruned_loss=0.05164, over 12366.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.0156, over 41.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3054, pruned_loss=0.07387, over 2473971.88 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07188, over 19940.82 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2857, pruned_loss=0.05265, over 2401839.16 frames. utt_duration=1252 frames, utt_pad_proportion=0.05808, over 7685.67 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3072, pruned_loss=0.07577, over 2474554.93 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07102, over 20999.69 utterances.], batch size: 41, lr: 2.64e-04
2022-08-30 03:42:58,121 INFO [train.py:927] (4/8) Epoch 15, batch 7350, giga_loss[loss=0.2287, simple_loss=0.3141, pruned_loss=0.0717, over 12393.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0264, over 91.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3054, pruned_loss=0.07144, over 2474436.81 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06737, over 19867.01 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05279, over 2403031.10 frames. utt_duration=1251 frames, utt_pad_proportion=0.05734, over 7690.89 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07319, over 2475115.06 frames. utt_duration=475 frames, utt_pad_proportion=0.0672, over 20906.29 utterances.], batch size: 91, lr: 2.64e-04
2022-08-30 03:44:40,171 INFO [train.py:927] (4/8) Epoch 15, batch 7400, libri_loss[loss=0.1806, simple_loss=0.2771, pruned_loss=0.04202, over 12402.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005209, over 34.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3037, pruned_loss=0.06865, over 2474546.58 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06985, over 20909.72 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2859, pruned_loss=0.05265, over 2404850.81 frames. utt_duration=1254 frames, utt_pad_proportion=0.05624, over 7679.34 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3056, pruned_loss=0.07064, over 2475346.58 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07008, over 22114.25 utterances.], batch size: 34, lr: 2.64e-04
2022-08-30 03:46:25,977 INFO [train.py:927] (4/8) Epoch 15, batch 7450, giga_loss[loss=0.2106, simple_loss=0.3088, pruned_loss=0.05623, over 12362.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03161, over 97.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3016, pruned_loss=0.06578, over 2475003.27 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06764, over 20770.50 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2862, pruned_loss=0.05281, over 2407227.66 frames. utt_duration=1252 frames, utt_pad_proportion=0.0558, over 7701.87 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3034, pruned_loss=0.06771, over 2475679.47 frames. utt_duration=448.6 frames, utt_pad_proportion=0.06827, over 22145.80 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:48:10,606 INFO [train.py:927] (4/8) Epoch 15, batch 7500, giga_loss[loss=0.1996, simple_loss=0.2957, pruned_loss=0.05176, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3029, pruned_loss=0.06537, over 2476011.89 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06703, over 21845.55 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05287, over 2408979.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05471, over 7692.40 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3044, pruned_loss=0.06712, over 2476505.19 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06792, over 23255.15 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 03:49:49,921 INFO [train.py:927] (4/8) Epoch 15, batch 7550, giga_loss[loss=0.1979, simple_loss=0.2866, pruned_loss=0.05462, over 12320.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03419, over 51.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3012, pruned_loss=0.06449, over 2476009.15 frames. utt_duration=423.6 frames, utt_pad_proportion=0.07236, over 23461.79 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05281, over 2409401.50 frames. utt_duration=1256 frames, utt_pad_proportion=0.05454, over 7682.94 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3026, pruned_loss=0.06596, over 2476327.01 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07282, over 24627.17 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:51:33,235 INFO [train.py:927] (4/8) Epoch 15, batch 7600, giga_loss[loss=0.1992, simple_loss=0.2876, pruned_loss=0.05538, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03124, over 85.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2987, pruned_loss=0.06243, over 2475521.45 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07162, over 23617.16 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.286, pruned_loss=0.05265, over 2410199.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.05398, over 7662.84 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3002, pruned_loss=0.06387, over 2475958.90 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07222, over 24776.13 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 03:53:15,365 INFO [train.py:927] (4/8) Epoch 15, batch 7650, giga_loss[loss=0.1749, simple_loss=0.2651, pruned_loss=0.04233, over 12401.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07269, over 212.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2969, pruned_loss=0.06071, over 2475122.72 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06777, over 23424.92 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2859, pruned_loss=0.05266, over 2410948.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.05365, over 7662.90 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2984, pruned_loss=0.06197, over 2475646.50 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06857, over 24551.33 utterances.], batch size: 212, lr: 2.64e-04
2022-08-30 03:54:59,925 INFO [train.py:927] (4/8) Epoch 15, batch 7700, giga_loss[loss=0.1954, simple_loss=0.2885, pruned_loss=0.05114, over 12397.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02617, over 66.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05937, over 2475631.53 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07179, over 23613.02 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.0529, over 2413403.37 frames. utt_duration=1247 frames, utt_pad_proportion=0.05689, over 7751.58 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2954, pruned_loss=0.06044, over 2476120.73 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07162, over 25021.72 utterances.], batch size: 66, lr: 2.64e-04
2022-08-30 03:56:44,568 INFO [train.py:927] (4/8) Epoch 15, batch 7750, giga_loss[loss=0.193, simple_loss=0.289, pruned_loss=0.04847, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05228, over 161.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2933, pruned_loss=0.05919, over 2475744.87 frames. utt_duration=417.6 frames, utt_pad_proportion=0.07207, over 23797.16 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05293, over 2414175.30 frames. utt_duration=1250 frames, utt_pad_proportion=0.05627, over 7733.36 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2943, pruned_loss=0.06009, over 2476275.60 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07213, over 25127.88 utterances.], batch size: 161, lr: 2.64e-04
2022-08-30 03:58:39,668 INFO [train.py:927] (4/8) Epoch 15, batch 7800, libri_loss[loss=0.2176, simple_loss=0.3376, pruned_loss=0.04876, over 12333.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006776, over 33.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05863, over 2475791.41 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07385, over 24372.60 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2865, pruned_loss=0.05279, over 2416318.01 frames. utt_duration=1250 frames, utt_pad_proportion=0.05571, over 7744.12 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.05969, over 2476469.36 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07411, over 26007.38 utterances.], batch size: 33, lr: 2.64e-04
2022-08-30 04:00:44,628 INFO [train.py:927] (4/8) Epoch 15, batch 7850, giga_loss[loss=0.1838, simple_loss=0.2719, pruned_loss=0.04787, over 12398.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02692, over 58.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2939, pruned_loss=0.0581, over 2476131.14 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07103, over 24616.82 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.287, pruned_loss=0.05282, over 2416937.27 frames. utt_duration=1251 frames, utt_pad_proportion=0.05529, over 7735.72 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05896, over 2476642.80 frames. utt_duration=381.6 frames, utt_pad_proportion=0.07153, over 26054.81 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 04:02:42,314 INFO [train.py:927] (4/8) Epoch 15, batch 7900, giga_loss[loss=0.2075, simple_loss=0.2983, pruned_loss=0.05839, over 12347.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02975, over 85.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2925, pruned_loss=0.05671, over 2476658.97 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07014, over 24894.73 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2871, pruned_loss=0.05281, over 2418182.80 frames. utt_duration=1254 frames, utt_pad_proportion=0.05438, over 7725.60 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.0575, over 2477274.19 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0709, over 26436.81 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 04:04:51,411 INFO [train.py:927] (4/8) Epoch 15, batch 7950, giga_loss[loss=0.1882, simple_loss=0.2709, pruned_loss=0.05271, over 12382.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04324, over 37.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2903, pruned_loss=0.05564, over 2476940.74 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06965, over 24704.59 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2877, pruned_loss=0.05311, over 2419527.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.05825, over 7798.17 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.29, pruned_loss=0.05607, over 2477517.43 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06934, over 26254.77 utterances.], batch size: 37, lr: 2.64e-04
2022-08-30 04:06:46,701 INFO [train.py:927] (4/8) Epoch 15, batch 8000, giga_loss[loss=0.2125, simple_loss=0.3077, pruned_loss=0.05864, over 12367.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03728, over 113.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.289, pruned_loss=0.05533, over 2477150.59 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06955, over 24992.41 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2875, pruned_loss=0.05305, over 2420293.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.05776, over 7779.35 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05575, over 2477694.33 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06947, over 26474.80 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 04:09:02,625 INFO [train.py:927] (4/8) Epoch 15, batch 8050, giga_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.05127, over 12389.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02555, over 91.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2897, pruned_loss=0.05531, over 2477165.44 frames. utt_duration=379 frames, utt_pad_proportion=0.07394, over 26232.99 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2874, pruned_loss=0.05301, over 2420518.89 frames. utt_duration=1247 frames, utt_pad_proportion=0.05754, over 7773.45 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2898, pruned_loss=0.05569, over 2477649.58 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07378, over 27490.91 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 04:11:05,222 INFO [train.py:927] (4/8) Epoch 15, batch 8100, giga_loss[loss=0.2197, simple_loss=0.3037, pruned_loss=0.06788, over 12382.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02852, over 85.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2886, pruned_loss=0.05491, over 2477055.87 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07279, over 25632.07 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2877, pruned_loss=0.05304, over 2422037.64 frames. utt_duration=1237 frames, utt_pad_proportion=0.06024, over 7838.56 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2885, pruned_loss=0.05524, over 2477600.38 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07225, over 27079.59 utterances.], batch size: 85, lr: 2.63e-04
2022-08-30 04:13:03,369 INFO [train.py:927] (4/8) Epoch 15, batch 8150, libri_loss[loss=0.1861, simple_loss=0.2683, pruned_loss=0.05191, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005517, over 34.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2915, pruned_loss=0.05513, over 2477153.98 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07125, over 25695.63 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2879, pruned_loss=0.05336, over 2423611.29 frames. utt_duration=1225 frames, utt_pad_proportion=0.06383, over 7922.07 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2913, pruned_loss=0.05519, over 2478129.88 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07016, over 27428.52 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 04:15:09,243 INFO [train.py:927] (4/8) Epoch 15, batch 8200, giga_loss[loss=0.1988, simple_loss=0.2913, pruned_loss=0.05314, over 12418.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02529, over 91.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.292, pruned_loss=0.05364, over 2477359.85 frames. utt_duration=390.1 frames, utt_pad_proportion=0.067, over 25481.12 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2874, pruned_loss=0.05312, over 2424234.15 frames. utt_duration=1230 frames, utt_pad_proportion=0.06289, over 7893.83 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2923, pruned_loss=0.05391, over 2478502.28 frames. utt_duration=366.1 frames, utt_pad_proportion=0.06663, over 27171.61 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 04:17:15,219 INFO [train.py:927] (4/8) Epoch 15, batch 8250, libri_loss[loss=0.1963, simple_loss=0.2974, pruned_loss=0.04756, over 12443.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02031, over 43.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2933, pruned_loss=0.05419, over 2477601.43 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06718, over 25515.40 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2883, pruned_loss=0.05334, over 2425986.60 frames. utt_duration=1225 frames, utt_pad_proportion=0.06247, over 7928.65 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.293, pruned_loss=0.05424, over 2478621.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.06706, over 27415.32 utterances.], batch size: 43, lr: 2.63e-04
2022-08-30 04:19:40,885 INFO [train.py:927] (4/8) Epoch 15, batch 8300, giga_loss[loss=0.2324, simple_loss=0.3033, pruned_loss=0.0808, over 12436.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03544, over 123.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2927, pruned_loss=0.05457, over 2477628.33 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06563, over 24795.04 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2882, pruned_loss=0.05327, over 2427456.90 frames. utt_duration=1230 frames, utt_pad_proportion=0.06103, over 7905.15 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2926, pruned_loss=0.05469, over 2478509.93 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06605, over 26802.35 utterances.], batch size: 123, lr: 2.63e-04
2022-08-30 04:21:49,083 INFO [train.py:927] (4/8) Epoch 15, batch 8350, giga_loss[loss=0.1982, simple_loss=0.2921, pruned_loss=0.05215, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03944, over 113.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2896, pruned_loss=0.05355, over 2478090.34 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06718, over 24575.40 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2878, pruned_loss=0.05313, over 2428335.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.06016, over 7871.86 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.29, pruned_loss=0.05379, over 2479135.75 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06766, over 26588.26 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 04:23:59,427 INFO [train.py:927] (4/8) Epoch 15, batch 8400, giga_loss[loss=0.1911, simple_loss=0.2773, pruned_loss=0.05247, over 12259.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02859, over 54.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2877, pruned_loss=0.05269, over 2478054.64 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06534, over 23771.26 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2875, pruned_loss=0.05297, over 2428992.80 frames. utt_duration=1239 frames, utt_pad_proportion=0.05949, over 7850.88 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2882, pruned_loss=0.05304, over 2478944.68 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06607, over 25601.87 utterances.], batch size: 54, lr: 2.63e-04
2022-08-30 04:26:00,834 INFO [train.py:927] (4/8) Epoch 15, batch 8450, giga_loss[loss=0.2095, simple_loss=0.29, pruned_loss=0.06453, over 12400.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04463, over 146.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2889, pruned_loss=0.05402, over 2478004.50 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06837, over 24432.90 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2876, pruned_loss=0.05297, over 2429958.80 frames. utt_duration=1232 frames, utt_pad_proportion=0.06014, over 7899.51 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2893, pruned_loss=0.05429, over 2478717.14 frames. utt_duration=380.9 frames, utt_pad_proportion=0.0686, over 26111.50 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 04:28:04,864 INFO [train.py:927] (4/8) Epoch 15, batch 8500, giga_loss[loss=0.176, simple_loss=0.2721, pruned_loss=0.03995, over 12445.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05414, over 162.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2881, pruned_loss=0.05445, over 2477250.66 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06947, over 24590.19 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2867, pruned_loss=0.05269, over 2430889.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.05873, over 7838.88 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2893, pruned_loss=0.05499, over 2478536.18 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07005, over 26532.56 utterances.], batch size: 162, lr: 2.63e-04
2022-08-30 04:30:19,851 INFO [train.py:927] (4/8) Epoch 15, batch 8550, giga_loss[loss=0.1949, simple_loss=0.2927, pruned_loss=0.04856, over 12336.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02859, over 66.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2893, pruned_loss=0.05456, over 2477300.11 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07046, over 24940.26 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.05261, over 2432166.63 frames. utt_duration=1242 frames, utt_pad_proportion=0.0582, over 7841.15 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2904, pruned_loss=0.05511, over 2478639.34 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07109, over 27033.99 utterances.], batch size: 66, lr: 2.63e-04
2022-08-30 04:32:35,790 INFO [train.py:927] (4/8) Epoch 15, batch 8600, giga_loss[loss=0.1802, simple_loss=0.2653, pruned_loss=0.04751, over 12405.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04891, over 161.00 utterances.], tot_loss[loss=0.198, simple_loss=0.288, pruned_loss=0.054, over 2477062.66 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06621, over 24248.68 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2867, pruned_loss=0.05266, over 2432940.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.05772, over 7837.82 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05445, over 2478671.43 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06725, over 26395.11 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 04:34:42,261 INFO [train.py:927] (4/8) Epoch 15, batch 8650, giga_loss[loss=0.1721, simple_loss=0.2619, pruned_loss=0.04111, over 12394.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2836, pruned_loss=0.05242, over 2477040.89 frames. utt_duration=411.3 frames, utt_pad_proportion=0.0662, over 24159.13 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2866, pruned_loss=0.05258, over 2433080.08 frames. utt_duration=1246 frames, utt_pad_proportion=0.05731, over 7822.46 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2843, pruned_loss=0.05286, over 2478587.79 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06716, over 26013.40 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 04:36:34,436 INFO [train.py:927] (4/8) Epoch 15, batch 8700, giga_loss[loss=0.2024, simple_loss=0.2854, pruned_loss=0.05971, over 12407.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06941, over 212.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2831, pruned_loss=0.0524, over 2476696.25 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06947, over 24193.74 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2857, pruned_loss=0.05215, over 2434874.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.05614, over 7782.79 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2843, pruned_loss=0.05313, over 2478272.34 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07056, over 26489.84 utterances.], batch size: 212, lr: 2.63e-04
2022-08-30 04:38:38,121 INFO [train.py:927] (4/8) Epoch 15, batch 8750, giga_loss[loss=0.1677, simple_loss=0.2629, pruned_loss=0.0363, over 12321.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03515, over 58.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2808, pruned_loss=0.05056, over 2477163.16 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06899, over 23989.70 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2856, pruned_loss=0.05207, over 2435511.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.05552, over 7771.16 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2818, pruned_loss=0.0512, over 2478394.22 frames. utt_duration=381.8 frames, utt_pad_proportion=0.07015, over 26048.79 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 04:40:52,635 INFO [train.py:927] (4/8) Epoch 15, batch 8800, giga_loss[loss=0.1875, simple_loss=0.2846, pruned_loss=0.04521, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.02764, over 62.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2805, pruned_loss=0.0505, over 2477745.51 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06697, over 23711.87 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2855, pruned_loss=0.05192, over 2436584.76 frames. utt_duration=1257 frames, utt_pad_proportion=0.05432, over 7760.22 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2812, pruned_loss=0.05109, over 2478899.77 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06847, over 25811.68 utterances.], batch size: 62, lr: 2.63e-04
2022-08-30 04:43:01,712 INFO [train.py:927] (4/8) Epoch 15, batch 8850, giga_loss[loss=0.1825, simple_loss=0.2752, pruned_loss=0.04485, over 12414.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02849, over 122.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2798, pruned_loss=0.04982, over 2477378.77 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06559, over 23288.70 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2855, pruned_loss=0.05181, over 2436985.02 frames. utt_duration=1259 frames, utt_pad_proportion=0.05365, over 7752.46 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2802, pruned_loss=0.05036, over 2478833.26 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06718, over 25320.79 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:45:03,003 INFO [train.py:927] (4/8) Epoch 15, batch 8900, giga_loss[loss=0.1861, simple_loss=0.2824, pruned_loss=0.04493, over 12430.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03135, over 105.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.279, pruned_loss=0.04983, over 2477198.39 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06866, over 24047.32 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2854, pruned_loss=0.05178, over 2437237.86 frames. utt_duration=1262 frames, utt_pad_proportion=0.0531, over 7737.26 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2793, pruned_loss=0.05026, over 2478681.00 frames. utt_duration=384 frames, utt_pad_proportion=0.06991, over 25897.11 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 04:47:02,439 INFO [train.py:927] (4/8) Epoch 15, batch 8950, libri_loss[loss=0.1924, simple_loss=0.2889, pruned_loss=0.04792, over 12139.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00656, over 35.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2808, pruned_loss=0.04938, over 2477716.93 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06609, over 23501.55 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2851, pruned_loss=0.05153, over 2438689.35 frames. utt_duration=1268 frames, utt_pad_proportion=0.05147, over 7702.44 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2812, pruned_loss=0.04987, over 2479056.84 frames. utt_duration=388.3 frames, utt_pad_proportion=0.0679, over 25618.49 utterances.], batch size: 35, lr: 2.63e-04
2022-08-30 04:49:01,824 INFO [train.py:927] (4/8) Epoch 15, batch 9000, giga_loss[loss=0.1861, simple_loss=0.2774, pruned_loss=0.04741, over 12464.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03426, over 98.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.283, pruned_loss=0.04987, over 2477625.07 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06621, over 23195.75 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2854, pruned_loss=0.05168, over 2440663.14 frames. utt_duration=1267 frames, utt_pad_proportion=0.05069, over 7715.65 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2828, pruned_loss=0.05003, over 2478645.42 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06811, over 25639.04 utterances.], batch size: 98, lr: 2.63e-04
2022-08-30 04:49:01,825 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 04:49:18,908 INFO [train.py:967] (4/8) Epoch 15, validation: loss=0.1775, simple_loss=0.2904, pruned_loss=0.03234, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 04:51:18,988 INFO [train.py:927] (4/8) Epoch 15, batch 9050, giga_loss[loss=0.172, simple_loss=0.2598, pruned_loss=0.0421, over 12421.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03566, over 105.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2818, pruned_loss=0.04925, over 2477636.88 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06481, over 23183.88 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2855, pruned_loss=0.05175, over 2441119.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.05, over 7711.78 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2815, pruned_loss=0.04928, over 2478855.48 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06675, over 25479.64 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 04:53:17,384 INFO [train.py:927] (4/8) Epoch 15, batch 9100, giga_loss[loss=0.2025, simple_loss=0.2933, pruned_loss=0.05591, over 12389.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04237, over 146.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2807, pruned_loss=0.04914, over 2477116.63 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06553, over 23259.52 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2855, pruned_loss=0.05183, over 2442002.59 frames. utt_duration=1269 frames, utt_pad_proportion=0.04923, over 7706.64 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.04901, over 2478267.57 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06732, over 25507.95 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 04:55:23,963 INFO [train.py:927] (4/8) Epoch 15, batch 9150, libri_loss[loss=0.1725, simple_loss=0.2617, pruned_loss=0.0416, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006484, over 31.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2824, pruned_loss=0.05017, over 2477493.83 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06392, over 23481.14 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2855, pruned_loss=0.05182, over 2442541.40 frames. utt_duration=1267 frames, utt_pad_proportion=0.04949, over 7721.80 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.282, pruned_loss=0.05005, over 2478381.62 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06547, over 25456.23 utterances.], batch size: 31, lr: 2.63e-04
2022-08-30 04:57:23,003 INFO [train.py:927] (4/8) Epoch 15, batch 9200, giga_loss[loss=0.1963, simple_loss=0.2841, pruned_loss=0.0543, over 12396.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05181, over 2477609.83 frames. utt_duration=405 frames, utt_pad_proportion=0.06615, over 24542.39 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05186, over 2442832.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.04912, over 7713.59 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2837, pruned_loss=0.05168, over 2478353.66 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06733, over 26243.76 utterances.], batch size: 212, lr: 2.63e-04
2022-08-30 04:59:20,483 INFO [train.py:927] (4/8) Epoch 15, batch 9250, giga_loss[loss=0.2067, simple_loss=0.2995, pruned_loss=0.05692, over 12272.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05286, over 2477404.79 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06622, over 24734.37 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2852, pruned_loss=0.05164, over 2443220.59 frames. utt_duration=1273 frames, utt_pad_proportion=0.04844, over 7686.12 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2869, pruned_loss=0.05295, over 2478393.91 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06743, over 26477.87 utterances.], batch size: 54, lr: 2.63e-04
2022-08-30 05:01:41,658 INFO [train.py:927] (4/8) Epoch 15, batch 9300, giga_loss[loss=0.215, simple_loss=0.2902, pruned_loss=0.06987, over 12428.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2872, pruned_loss=0.05327, over 2477287.76 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06962, over 26152.65 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2852, pruned_loss=0.05158, over 2443263.82 frames. utt_duration=1271 frames, utt_pad_proportion=0.04838, over 7697.11 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2872, pruned_loss=0.05342, over 2478671.48 frames. utt_duration=357.1 frames, utt_pad_proportion=0.07049, over 27855.60 utterances.], batch size: 258, lr: 2.63e-04
2022-08-30 05:03:39,949 INFO [train.py:927] (4/8) Epoch 15, batch 9350, giga_loss[loss=0.1978, simple_loss=0.2869, pruned_loss=0.05433, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02504, over 80.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2866, pruned_loss=0.05303, over 2477702.04 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06719, over 25300.95 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05185, over 2443729.41 frames. utt_duration=1269 frames, utt_pad_proportion=0.04845, over 7713.00 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05295, over 2478991.88 frames. utt_duration=368.9 frames, utt_pad_proportion=0.06813, over 26969.79 utterances.], batch size: 80, lr: 2.63e-04
2022-08-30 05:05:43,432 INFO [train.py:927] (4/8) Epoch 15, batch 9400, giga_loss[loss=0.1614, simple_loss=0.2559, pruned_loss=0.03342, over 12455.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2854, pruned_loss=0.05323, over 2477448.58 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06892, over 25078.17 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05187, over 2444658.87 frames. utt_duration=1268 frames, utt_pad_proportion=0.04794, over 7718.68 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2852, pruned_loss=0.0532, over 2478713.11 frames. utt_duration=368.5 frames, utt_pad_proportion=0.06991, over 26994.13 utterances.], batch size: 75, lr: 2.63e-04
2022-08-30 05:07:40,779 INFO [train.py:927] (4/8) Epoch 15, batch 9450, giga_loss[loss=0.1857, simple_loss=0.2813, pruned_loss=0.04503, over 12431.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04661, over 161.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2831, pruned_loss=0.05167, over 2476979.24 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0692, over 24246.90 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2847, pruned_loss=0.05166, over 2445091.63 frames. utt_duration=1278 frames, utt_pad_proportion=0.04719, over 7663.89 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2837, pruned_loss=0.05184, over 2478470.93 frames. utt_duration=378.4 frames, utt_pad_proportion=0.0703, over 26278.75 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 05:09:43,493 INFO [train.py:927] (4/8) Epoch 15, batch 9500, giga_loss[loss=0.1967, simple_loss=0.297, pruned_loss=0.04824, over 12441.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04804, over 147.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2839, pruned_loss=0.05086, over 2477357.51 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06635, over 23221.77 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05151, over 2445790.62 frames. utt_duration=1283 frames, utt_pad_proportion=0.04629, over 7631.31 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2847, pruned_loss=0.05111, over 2478759.70 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06785, over 25299.75 utterances.], batch size: 147, lr: 2.63e-04
2022-08-30 05:11:49,305 INFO [train.py:927] (4/8) Epoch 15, batch 9550, giga_loss[loss=0.1956, simple_loss=0.2828, pruned_loss=0.05426, over 12439.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0438, over 114.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2842, pruned_loss=0.05057, over 2477220.67 frames. utt_duration=422.4 frames, utt_pad_proportion=0.0661, over 23523.76 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.0515, over 2445971.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.04609, over 7626.96 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2849, pruned_loss=0.05077, over 2478565.95 frames. utt_duration=392.1 frames, utt_pad_proportion=0.0674, over 25364.05 utterances.], batch size: 114, lr: 2.63e-04
2022-08-30 05:13:55,136 INFO [train.py:927] (4/8) Epoch 15, batch 9600, giga_loss[loss=0.1947, simple_loss=0.2843, pruned_loss=0.0526, over 12422.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06796, over 211.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2842, pruned_loss=0.05046, over 2477256.50 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07125, over 24441.33 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2845, pruned_loss=0.05145, over 2446766.94 frames. utt_duration=1288 frames, utt_pad_proportion=0.04503, over 7610.34 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2845, pruned_loss=0.05064, over 2478459.79 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07242, over 26397.02 utterances.], batch size: 211, lr: 2.63e-04
2022-08-30 05:16:08,592 INFO [train.py:927] (4/8) Epoch 15, batch 9650, giga_loss[loss=0.2029, simple_loss=0.3088, pruned_loss=0.0485, over 12330.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02565, over 79.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2853, pruned_loss=0.0502, over 2477643.39 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06803, over 24078.24 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2845, pruned_loss=0.05142, over 2447314.22 frames. utt_duration=1291 frames, utt_pad_proportion=0.04422, over 7591.22 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2855, pruned_loss=0.05035, over 2478798.11 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06957, over 26028.00 utterances.], batch size: 79, lr: 2.63e-04
2022-08-30 05:18:25,396 INFO [train.py:927] (4/8) Epoch 15, batch 9700, giga_loss[loss=0.1814, simple_loss=0.2718, pruned_loss=0.04546, over 12279.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02466, over 54.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2878, pruned_loss=0.05112, over 2477761.91 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06426, over 23290.62 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2846, pruned_loss=0.05149, over 2448655.96 frames. utt_duration=1288 frames, utt_pad_proportion=0.04369, over 7610.72 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.288, pruned_loss=0.05115, over 2478574.43 frames. utt_duration=390.9 frames, utt_pad_proportion=0.0662, over 25436.43 utterances.], batch size: 54, lr: 2.63e-04
2022-08-30 05:20:42,376 INFO [train.py:927] (4/8) Epoch 15, batch 9750, giga_loss[loss=0.1865, simple_loss=0.2791, pruned_loss=0.04699, over 12449.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05602, over 182.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2864, pruned_loss=0.05106, over 2477339.04 frames. utt_duration=442.7 frames, utt_pad_proportion=0.0611, over 22441.95 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.284, pruned_loss=0.05132, over 2448821.32 frames. utt_duration=1295 frames, utt_pad_proportion=0.04289, over 7571.99 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2871, pruned_loss=0.05122, over 2478599.15 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06332, over 24599.32 utterances.], batch size: 182, lr: 2.63e-04
2022-08-30 05:22:48,421 INFO [train.py:927] (4/8) Epoch 15, batch 9800, giga_loss[loss=0.1877, simple_loss=0.2808, pruned_loss=0.04732, over 12333.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.02959, over 91.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2864, pruned_loss=0.05083, over 2477552.53 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06075, over 23222.27 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2841, pruned_loss=0.05132, over 2448975.33 frames. utt_duration=1291 frames, utt_pad_proportion=0.04344, over 7596.35 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2869, pruned_loss=0.05095, over 2478803.21 frames. utt_duration=396 frames, utt_pad_proportion=0.06242, over 25112.65 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 05:24:47,858 INFO [train.py:927] (4/8) Epoch 15, batch 9850, libri_loss[loss=0.1952, simple_loss=0.2885, pruned_loss=0.05089, over 12407.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02408, over 43.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.287, pruned_loss=0.05111, over 2477252.96 frames. utt_duration=436.4 frames, utt_pad_proportion=0.05843, over 22767.23 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05101, over 2449386.00 frames. utt_duration=1298 frames, utt_pad_proportion=0.04258, over 7555.27 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2882, pruned_loss=0.05146, over 2478760.53 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06031, over 24794.97 utterances.], batch size: 43, lr: 2.63e-04
2022-08-30 05:26:41,527 INFO [train.py:927] (4/8) Epoch 15, batch 9900, giga_loss[loss=0.1733, simple_loss=0.2651, pruned_loss=0.04078, over 12386.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.286, pruned_loss=0.05078, over 2477195.07 frames. utt_duration=427.3 frames, utt_pad_proportion=0.05803, over 23255.02 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.05094, over 2449424.07 frames. utt_duration=1299 frames, utt_pad_proportion=0.04242, over 7549.49 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2871, pruned_loss=0.05112, over 2478463.42 frames. utt_duration=399.1 frames, utt_pad_proportion=0.05958, over 24914.44 utterances.], batch size: 182, lr: 2.63e-04
2022-08-30 05:28:36,493 INFO [train.py:927] (4/8) Epoch 15, batch 9950, giga_loss[loss=0.2071, simple_loss=0.3005, pruned_loss=0.05686, over 12342.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03179, over 85.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2865, pruned_loss=0.05181, over 2476892.59 frames. utt_duration=434.8 frames, utt_pad_proportion=0.05898, over 22848.98 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05101, over 2449619.65 frames. utt_duration=1289 frames, utt_pad_proportion=0.04666, over 7607.60 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2874, pruned_loss=0.05201, over 2478339.76 frames. utt_duration=406.3 frames, utt_pad_proportion=0.05907, over 24472.66 utterances.], batch size: 85, lr: 2.63e-04
2022-08-30 05:30:17,441 INFO [train.py:927] (4/8) Epoch 15, batch 10000, giga_loss[loss=0.2212, simple_loss=0.322, pruned_loss=0.06016, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.02925, over 75.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2925, pruned_loss=0.05491, over 2476767.63 frames. utt_duration=450 frames, utt_pad_proportion=0.0575, over 22074.63 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2828, pruned_loss=0.05095, over 2450205.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.04617, over 7609.31 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2937, pruned_loss=0.05518, over 2478011.96 frames. utt_duration=419.3 frames, utt_pad_proportion=0.05792, over 23709.23 utterances.], batch size: 75, lr: 2.63e-04
2022-08-30 05:31:59,631 INFO [train.py:927] (4/8) Epoch 15, batch 10050, giga_loss[loss=0.2203, simple_loss=0.2897, pruned_loss=0.07546, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2928, pruned_loss=0.05559, over 2475822.49 frames. utt_duration=466.6 frames, utt_pad_proportion=0.05936, over 21282.07 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.051, over 2450669.02 frames. utt_duration=1289 frames, utt_pad_proportion=0.04539, over 7615.96 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2937, pruned_loss=0.05587, over 2476984.45 frames. utt_duration=434.2 frames, utt_pad_proportion=0.05991, over 22888.05 utterances.], batch size: 259, lr: 2.63e-04
2022-08-30 05:33:41,961 INFO [train.py:927] (4/8) Epoch 15, batch 10100, giga_loss[loss=0.1828, simple_loss=0.2659, pruned_loss=0.04982, over 12365.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02809, over 91.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2864, pruned_loss=0.05332, over 2475810.67 frames. utt_duration=482.8 frames, utt_pad_proportion=0.05895, over 20566.46 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.05096, over 2450941.03 frames. utt_duration=1291 frames, utt_pad_proportion=0.0449, over 7604.80 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2872, pruned_loss=0.05363, over 2476796.13 frames. utt_duration=451 frames, utt_pad_proportion=0.05966, over 22030.92 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 05:35:24,336 INFO [train.py:927] (4/8) Epoch 15, batch 10150, giga_loss[loss=0.1682, simple_loss=0.2496, pruned_loss=0.0434, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04184, over 33.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2795, pruned_loss=0.05125, over 2475507.84 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06362, over 20527.06 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2836, pruned_loss=0.05112, over 2451658.67 frames. utt_duration=1278 frames, utt_pad_proportion=0.04876, over 7683.57 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2797, pruned_loss=0.05138, over 2476314.64 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06301, over 22002.21 utterances.], batch size: 33, lr: 2.63e-04
2022-08-30 05:37:09,364 INFO [train.py:927] (4/8) Epoch 15, batch 10200, giga_loss[loss=0.1832, simple_loss=0.2629, pruned_loss=0.05177, over 12402.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2736, pruned_loss=0.04948, over 2475917.49 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06085, over 19659.84 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2835, pruned_loss=0.05107, over 2451952.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.04859, over 7682.23 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2737, pruned_loss=0.04962, over 2476623.34 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06064, over 20998.04 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 05:38:52,505 INFO [train.py:927] (4/8) Epoch 15, batch 10250, giga_loss[loss=0.1609, simple_loss=0.245, pruned_loss=0.03845, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03341, over 34.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2683, pruned_loss=0.04793, over 2475352.86 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06801, over 20145.16 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2835, pruned_loss=0.05099, over 2452336.67 frames. utt_duration=1275 frames, utt_pad_proportion=0.04923, over 7700.27 utterances.], giga_tot_loss[loss=0.1823, simple_loss=0.2683, pruned_loss=0.0481, over 2475783.03 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06736, over 21289.69 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 05:40:36,960 INFO [train.py:927] (4/8) Epoch 15, batch 10300, giga_loss[loss=0.1635, simple_loss=0.2385, pruned_loss=0.0442, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04364, over 31.00 utterances.], tot_loss[loss=0.1788, simple_loss=0.2643, pruned_loss=0.04668, over 2474879.38 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06913, over 20314.80 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2837, pruned_loss=0.05105, over 2452654.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.04941, over 7710.96 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2639, pruned_loss=0.04669, over 2475344.20 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06867, over 21447.59 utterances.], batch size: 31, lr: 2.63e-04
2022-08-30 05:42:20,712 INFO [train.py:927] (4/8) Epoch 15, batch 10350, giga_loss[loss=0.154, simple_loss=0.2356, pruned_loss=0.03616, over 12448.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03135, over 55.00 utterances.], tot_loss[loss=0.1748, simple_loss=0.2598, pruned_loss=0.04492, over 2474408.26 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06637, over 19622.47 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05097, over 2453293.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.04852, over 7685.46 utterances.], giga_tot_loss[loss=0.1745, simple_loss=0.2593, pruned_loss=0.04489, over 2474668.03 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06657, over 20825.44 utterances.], batch size: 55, lr: 2.63e-04
2022-08-30 05:44:02,986 INFO [train.py:927] (4/8) Epoch 15, batch 10400, giga_loss[loss=0.1463, simple_loss=0.2389, pruned_loss=0.02687, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03313, over 58.00 utterances.], tot_loss[loss=0.171, simple_loss=0.2553, pruned_loss=0.04338, over 2474566.72 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06968, over 19108.42 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2836, pruned_loss=0.05111, over 2453749.17 frames. utt_duration=1280 frames, utt_pad_proportion=0.04757, over 7677.42 utterances.], giga_tot_loss[loss=0.1702, simple_loss=0.2541, pruned_loss=0.04309, over 2474828.79 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07012, over 20329.76 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 05:45:45,693 INFO [train.py:927] (4/8) Epoch 15, batch 10450, giga_loss[loss=0.2522, simple_loss=0.3269, pruned_loss=0.08879, over 12422.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.1743, simple_loss=0.2582, pruned_loss=0.04521, over 2474041.02 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07375, over 20095.72 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05111, over 2453528.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.04685, over 7644.90 utterances.], giga_tot_loss[loss=0.1733, simple_loss=0.2569, pruned_loss=0.04482, over 2474891.10 frames. utt_duration=465 frames, utt_pad_proportion=0.07427, over 21355.68 utterances.], batch size: 183, lr: 2.63e-04
2022-08-30 05:47:32,058 INFO [train.py:927] (4/8) Epoch 15, batch 10500, libri_loss[loss=0.1848, simple_loss=0.2823, pruned_loss=0.04369, over 12149.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004502, over 32.00 utterances.], tot_loss[loss=0.1849, simple_loss=0.2694, pruned_loss=0.05018, over 2474376.09 frames. utt_duration=502 frames, utt_pad_proportion=0.07163, over 19772.28 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05115, over 2453930.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.04602, over 7631.89 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2678, pruned_loss=0.04979, over 2475171.06 frames. utt_duration=471 frames, utt_pad_proportion=0.07265, over 21083.88 utterances.], batch size: 32, lr: 2.63e-04
2022-08-30 05:49:15,733 INFO [train.py:927] (4/8) Epoch 15, batch 10550, giga_loss[loss=0.1891, simple_loss=0.2824, pruned_loss=0.04789, over 12462.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.03036, over 55.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2765, pruned_loss=0.0526, over 2474116.23 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07447, over 19634.31 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05129, over 2454134.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.04987, over 7699.65 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2749, pruned_loss=0.05218, over 2474817.61 frames. utt_duration=478 frames, utt_pad_proportion=0.07416, over 20773.44 utterances.], batch size: 55, lr: 2.63e-04
2022-08-30 05:51:00,860 INFO [train.py:927] (4/8) Epoch 15, batch 10600, giga_loss[loss=0.2177, simple_loss=0.2951, pruned_loss=0.07015, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0338, over 42.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2801, pruned_loss=0.05377, over 2473853.45 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07382, over 19621.03 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05129, over 2454134.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.04987, over 7699.65 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2788, pruned_loss=0.05345, over 2474399.34 frames. utt_duration=484.1 frames, utt_pad_proportion=0.0736, over 20507.63 utterances.], batch size: 42, lr: 2.63e-04
2022-08-30 05:52:44,587 INFO [train.py:927] (4/8) Epoch 15, batch 10650, giga_loss[loss=0.2171, simple_loss=0.3047, pruned_loss=0.06475, over 12355.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03659, over 122.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.284, pruned_loss=0.05613, over 2472809.68 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07435, over 19176.55 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.05117, over 2454342.43 frames. utt_duration=1281 frames, utt_pad_proportion=0.0494, over 7673.28 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2833, pruned_loss=0.05606, over 2473312.40 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07445, over 20073.17 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 05:54:28,788 INFO [train.py:927] (4/8) Epoch 15, batch 10700, giga_loss[loss=0.2093, simple_loss=0.3066, pruned_loss=0.05598, over 12366.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2892, pruned_loss=0.05813, over 2473464.87 frames. utt_duration=521.3 frames, utt_pad_proportion=0.07184, over 19034.62 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2835, pruned_loss=0.05111, over 2454667.47 frames. utt_duration=1286 frames, utt_pad_proportion=0.04851, over 7642.81 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2887, pruned_loss=0.05824, over 2473966.69 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0725, over 20029.59 utterances.], batch size: 145, lr: 2.63e-04
2022-08-30 05:56:10,249 INFO [train.py:927] (4/8) Epoch 15, batch 10750, giga_loss[loss=0.2222, simple_loss=0.3156, pruned_loss=0.06433, over 12406.00 frames. utt_duration=856.8 frames, utt_pad_proportion=0.02856, over 58.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.05868, over 2473236.23 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06962, over 18388.90 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.284, pruned_loss=0.05124, over 2455047.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.04852, over 7664.74 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2921, pruned_loss=0.05879, over 2473622.51 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07046, over 19365.94 utterances.], batch size: 58, lr: 2.63e-04
2022-08-30 05:57:54,093 INFO [train.py:927] (4/8) Epoch 15, batch 10800, giga_loss[loss=0.1848, simple_loss=0.2862, pruned_loss=0.04176, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02815, over 45.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05825, over 2472865.61 frames. utt_duration=538.7 frames, utt_pad_proportion=0.07408, over 18412.86 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2843, pruned_loss=0.05139, over 2455268.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05123, over 7720.57 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.0584, over 2473473.27 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07396, over 19453.88 utterances.], batch size: 45, lr: 2.63e-04
2022-08-30 05:59:37,457 INFO [train.py:927] (4/8) Epoch 15, batch 10850, giga_loss[loss=0.2069, simple_loss=0.2962, pruned_loss=0.05883, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03258, over 39.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2946, pruned_loss=0.05793, over 2472337.44 frames. utt_duration=561.6 frames, utt_pad_proportion=0.0715, over 17655.91 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2845, pruned_loss=0.05146, over 2455757.25 frames. utt_duration=1276 frames, utt_pad_proportion=0.05004, over 7706.13 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05815, over 2472846.39 frames. utt_duration=528.4 frames, utt_pad_proportion=0.07216, over 18771.14 utterances.], batch size: 39, lr: 2.62e-04
2022-08-30 06:01:19,861 INFO [train.py:927] (4/8) Epoch 15, batch 10900, giga_loss[loss=0.2146, simple_loss=0.3019, pruned_loss=0.06364, over 12414.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03285, over 75.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2952, pruned_loss=0.05919, over 2472738.52 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06588, over 16639.40 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2848, pruned_loss=0.05153, over 2456562.31 frames. utt_duration=1277 frames, utt_pad_proportion=0.04894, over 7705.07 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.0595, over 2472860.38 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06741, over 17792.32 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 06:03:05,852 INFO [train.py:927] (4/8) Epoch 15, batch 10950, giga_loss[loss=0.1953, simple_loss=0.2822, pruned_loss=0.05422, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03705, over 28.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2953, pruned_loss=0.06038, over 2472038.43 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06532, over 16345.06 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.285, pruned_loss=0.05158, over 2456679.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.0487, over 7706.05 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.295, pruned_loss=0.06065, over 2472167.61 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06673, over 17329.04 utterances.], batch size: 28, lr: 2.62e-04
2022-08-30 06:04:51,572 INFO [train.py:927] (4/8) Epoch 15, batch 11000, giga_loss[loss=0.1992, simple_loss=0.2883, pruned_loss=0.05508, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2935, pruned_loss=0.05985, over 2472567.36 frames. utt_duration=602.7 frames, utt_pad_proportion=0.06052, over 16449.62 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2844, pruned_loss=0.05136, over 2456845.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.04748, over 7668.07 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2941, pruned_loss=0.06055, over 2472996.52 frames. utt_duration=565 frames, utt_pad_proportion=0.06259, over 17554.28 utterances.], batch size: 146, lr: 2.62e-04
2022-08-30 06:06:38,196 INFO [train.py:927] (4/8) Epoch 15, batch 11050, giga_loss[loss=0.2376, simple_loss=0.3046, pruned_loss=0.08531, over 12411.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07658, over 213.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2935, pruned_loss=0.05994, over 2473057.48 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06531, over 17381.47 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2846, pruned_loss=0.0514, over 2456975.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.04765, over 7681.72 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2939, pruned_loss=0.06049, over 2473344.20 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06662, over 18278.29 utterances.], batch size: 213, lr: 2.62e-04
2022-08-30 06:08:25,488 INFO [train.py:927] (4/8) Epoch 15, batch 11100, giga_loss[loss=0.1923, simple_loss=0.2786, pruned_loss=0.053, over 12358.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2896, pruned_loss=0.0583, over 2473240.67 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06339, over 17677.16 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2849, pruned_loss=0.05147, over 2457136.06 frames. utt_duration=1282 frames, utt_pad_proportion=0.04684, over 7675.47 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2897, pruned_loss=0.05888, over 2473735.31 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06503, over 18673.47 utterances.], batch size: 58, lr: 2.62e-04
2022-08-30 06:10:09,941 INFO [train.py:927] (4/8) Epoch 15, batch 11150, giga_loss[loss=0.1867, simple_loss=0.2757, pruned_loss=0.04888, over 12404.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06362, over 183.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2858, pruned_loss=0.05706, over 2473620.17 frames. utt_duration=539 frames, utt_pad_proportion=0.0655, over 18408.99 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2844, pruned_loss=0.05121, over 2457265.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.04618, over 7651.18 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2864, pruned_loss=0.05788, over 2474193.75 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06702, over 19420.55 utterances.], batch size: 183, lr: 2.62e-04
2022-08-30 06:11:52,011 INFO [train.py:927] (4/8) Epoch 15, batch 11200, libri_loss[loss=0.1695, simple_loss=0.2649, pruned_loss=0.03708, over 12123.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006856, over 32.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2848, pruned_loss=0.05677, over 2472864.27 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06714, over 18118.54 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2844, pruned_loss=0.05127, over 2457319.58 frames. utt_duration=1289 frames, utt_pad_proportion=0.04526, over 7636.64 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2853, pruned_loss=0.05754, over 2473750.66 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06889, over 19244.39 utterances.], batch size: 32, lr: 2.62e-04
2022-08-30 06:13:36,873 INFO [train.py:927] (4/8) Epoch 15, batch 11250, giga_loss[loss=0.1865, simple_loss=0.2735, pruned_loss=0.04975, over 12352.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2824, pruned_loss=0.05583, over 2472758.24 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06157, over 17112.41 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2843, pruned_loss=0.05126, over 2457491.40 frames. utt_duration=1290 frames, utt_pad_proportion=0.04496, over 7628.33 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2829, pruned_loss=0.05647, over 2473425.90 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0635, over 18091.42 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 06:15:26,378 INFO [train.py:927] (4/8) Epoch 15, batch 11300, giga_loss[loss=0.1791, simple_loss=0.2548, pruned_loss=0.05168, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03266, over 39.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2791, pruned_loss=0.05445, over 2471870.81 frames. utt_duration=604.6 frames, utt_pad_proportion=0.05753, over 16394.67 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2843, pruned_loss=0.05104, over 2457386.89 frames. utt_duration=1289 frames, utt_pad_proportion=0.04454, over 7634.15 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2794, pruned_loss=0.0553, over 2472973.88 frames. utt_duration=568 frames, utt_pad_proportion=0.05972, over 17460.43 utterances.], batch size: 39, lr: 2.62e-04
2022-08-30 06:17:09,230 INFO [train.py:927] (4/8) Epoch 15, batch 11350, giga_loss[loss=0.1604, simple_loss=0.235, pruned_loss=0.0429, over 12408.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04663, over 31.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2763, pruned_loss=0.05313, over 2471971.43 frames. utt_duration=633.7 frames, utt_pad_proportion=0.05386, over 15640.22 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2834, pruned_loss=0.05062, over 2457860.98 frames. utt_duration=1296 frames, utt_pad_proportion=0.04329, over 7595.07 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2771, pruned_loss=0.05438, over 2473090.22 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05665, over 16939.95 utterances.], batch size: 31, lr: 2.62e-04
2022-08-30 06:18:52,380 INFO [train.py:927] (4/8) Epoch 15, batch 11400, giga_loss[loss=0.1718, simple_loss=0.2486, pruned_loss=0.04745, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03065, over 42.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2734, pruned_loss=0.05244, over 2471904.76 frames. utt_duration=661 frames, utt_pad_proportion=0.04967, over 14991.73 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2834, pruned_loss=0.05068, over 2458072.06 frames. utt_duration=1298 frames, utt_pad_proportion=0.04281, over 7581.25 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2739, pruned_loss=0.05339, over 2472803.87 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05251, over 16136.31 utterances.], batch size: 42, lr: 2.62e-04
2022-08-30 06:20:36,244 INFO [train.py:927] (4/8) Epoch 15, batch 11450, giga_loss[loss=0.1886, simple_loss=0.2754, pruned_loss=0.05091, over 12436.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2711, pruned_loss=0.0517, over 2471404.53 frames. utt_duration=672.5 frames, utt_pad_proportion=0.04744, over 14731.92 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.0507, over 2458329.56 frames. utt_duration=1298 frames, utt_pad_proportion=0.0425, over 7583.42 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2712, pruned_loss=0.05244, over 2471999.14 frames. utt_duration=631.5 frames, utt_pad_proportion=0.05004, over 15695.98 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 06:22:23,913 INFO [train.py:927] (4/8) Epoch 15, batch 11500, giga_loss[loss=0.2012, simple_loss=0.2839, pruned_loss=0.05928, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02742, over 45.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2733, pruned_loss=0.05299, over 2471376.62 frames. utt_duration=639.2 frames, utt_pad_proportion=0.05337, over 15500.90 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2835, pruned_loss=0.05054, over 2458578.22 frames. utt_duration=1300 frames, utt_pad_proportion=0.04196, over 7571.01 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2732, pruned_loss=0.05375, over 2471919.22 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05534, over 16450.01 utterances.], batch size: 45, lr: 2.62e-04
2022-08-30 06:24:06,534 INFO [train.py:927] (4/8) Epoch 15, batch 11550, giga_loss[loss=0.2295, simple_loss=0.3133, pruned_loss=0.07284, over 12426.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03678, over 105.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2778, pruned_loss=0.05581, over 2471717.22 frames. utt_duration=609.7 frames, utt_pad_proportion=0.06203, over 16255.27 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2835, pruned_loss=0.05069, over 2458948.71 frames. utt_duration=1303 frames, utt_pad_proportion=0.04136, over 7559.63 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2776, pruned_loss=0.05635, over 2472040.57 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06345, over 17167.29 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 06:25:51,864 INFO [train.py:927] (4/8) Epoch 15, batch 11600, libri_loss[loss=0.1786, simple_loss=0.2676, pruned_loss=0.04481, over 12405.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008189, over 30.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.283, pruned_loss=0.05793, over 2472885.46 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06466, over 16897.34 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.283, pruned_loss=0.05067, over 2459302.16 frames. utt_duration=1303 frames, utt_pad_proportion=0.04136, over 7556.10 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2832, pruned_loss=0.05855, over 2473176.92 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06582, over 17861.52 utterances.], batch size: 30, lr: 2.62e-04
2022-08-30 06:27:35,568 INFO [train.py:927] (4/8) Epoch 15, batch 11650, giga_loss[loss=0.3141, simple_loss=0.3603, pruned_loss=0.1339, over 12365.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2153, over 377.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2892, pruned_loss=0.06076, over 2473767.15 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07872, over 18944.52 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2831, pruned_loss=0.05075, over 2459529.41 frames. utt_duration=1290 frames, utt_pad_proportion=0.04594, over 7633.13 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2893, pruned_loss=0.06126, over 2473923.52 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07776, over 19726.41 utterances.], batch size: 377, lr: 2.62e-04
2022-08-30 06:29:18,789 INFO [train.py:927] (4/8) Epoch 15, batch 11700, giga_loss[loss=0.1762, simple_loss=0.271, pruned_loss=0.04067, over 12339.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03605, over 104.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2908, pruned_loss=0.06023, over 2473407.32 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07451, over 19122.62 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2834, pruned_loss=0.05074, over 2459578.19 frames. utt_duration=1289 frames, utt_pad_proportion=0.04582, over 7640.60 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2907, pruned_loss=0.06077, over 2473678.18 frames. utt_duration=499 frames, utt_pad_proportion=0.07412, over 19889.70 utterances.], batch size: 104, lr: 2.62e-04
2022-08-30 06:31:02,003 INFO [train.py:927] (4/8) Epoch 15, batch 11750, giga_loss[loss=0.1808, simple_loss=0.2763, pruned_loss=0.04269, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03485, over 28.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2887, pruned_loss=0.05783, over 2473027.55 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06909, over 18055.65 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05056, over 2459532.44 frames. utt_duration=1295 frames, utt_pad_proportion=0.04517, over 7602.92 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2892, pruned_loss=0.05861, over 2473610.97 frames. utt_duration=523.8 frames, utt_pad_proportion=0.0694, over 18945.09 utterances.], batch size: 28, lr: 2.62e-04
2022-08-30 06:32:45,945 INFO [train.py:927] (4/8) Epoch 15, batch 11800, giga_loss[loss=0.2058, simple_loss=0.2937, pruned_loss=0.05894, over 12371.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03046, over 62.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2901, pruned_loss=0.05805, over 2473099.14 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06674, over 17629.45 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05042, over 2459511.59 frames. utt_duration=1295 frames, utt_pad_proportion=0.04488, over 7604.67 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2908, pruned_loss=0.05892, over 2473812.22 frames. utt_duration=536 frames, utt_pad_proportion=0.06735, over 18513.26 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 06:34:31,734 INFO [train.py:927] (4/8) Epoch 15, batch 11850, giga_loss[loss=0.2297, simple_loss=0.3202, pruned_loss=0.06964, over 12394.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2934, pruned_loss=0.06037, over 2472018.59 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06777, over 17781.39 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2831, pruned_loss=0.05077, over 2459780.69 frames. utt_duration=1287 frames, utt_pad_proportion=0.04831, over 7654.29 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.294, pruned_loss=0.06114, over 2472856.86 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06724, over 18880.86 utterances.], batch size: 182, lr: 2.62e-04
2022-08-30 06:36:14,547 INFO [train.py:927] (4/8) Epoch 15, batch 11900, giga_loss[loss=0.2247, simple_loss=0.2982, pruned_loss=0.07564, over 12461.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04497, over 34.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2944, pruned_loss=0.06074, over 2472690.74 frames. utt_duration=577.5 frames, utt_pad_proportion=0.0654, over 17170.38 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2834, pruned_loss=0.05064, over 2460651.60 frames. utt_duration=1295 frames, utt_pad_proportion=0.0463, over 7609.49 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.06197, over 2473195.61 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06624, over 18610.13 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 06:38:00,000 INFO [train.py:927] (4/8) Epoch 15, batch 11950, giga_loss[loss=0.2013, simple_loss=0.2843, pruned_loss=0.05915, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04831, over 34.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2949, pruned_loss=0.06099, over 2473008.62 frames. utt_duration=602.3 frames, utt_pad_proportion=0.06311, over 16464.60 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2834, pruned_loss=0.05059, over 2460837.00 frames. utt_duration=1296 frames, utt_pad_proportion=0.04572, over 7606.25 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2957, pruned_loss=0.06222, over 2473467.68 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06435, over 17780.62 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 06:39:47,353 INFO [train.py:927] (4/8) Epoch 15, batch 12000, libri_loss[loss=0.1633, simple_loss=0.2491, pruned_loss=0.03868, over 12199.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01106, over 29.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2946, pruned_loss=0.06069, over 2472950.28 frames. utt_duration=613.4 frames, utt_pad_proportion=0.06249, over 16165.01 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2827, pruned_loss=0.05037, over 2460682.31 frames. utt_duration=1302 frames, utt_pad_proportion=0.04507, over 7565.51 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2962, pruned_loss=0.06212, over 2473764.09 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06397, over 17462.12 utterances.], batch size: 29, lr: 2.62e-04
2022-08-30 06:39:47,354 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 06:40:02,104 INFO [train.py:967] (4/8) 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 06:41:42,055 INFO [train.py:927] (4/8) Epoch 15, batch 12050, giga_loss[loss=0.2274, simple_loss=0.3167, pruned_loss=0.06908, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03289, over 51.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2959, pruned_loss=0.06206, over 2473449.92 frames. utt_duration=613 frames, utt_pad_proportion=0.05961, over 16178.57 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2827, pruned_loss=0.05031, over 2460722.04 frames. utt_duration=1302 frames, utt_pad_proportion=0.0448, over 7565.89 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2973, pruned_loss=0.06332, over 2474160.75 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06112, over 17269.58 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 06:43:23,998 INFO [train.py:927] (4/8) Epoch 15, batch 12100, giga_loss[loss=0.1962, simple_loss=0.2869, pruned_loss=0.05272, over 12304.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04451, over 26.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2947, pruned_loss=0.06184, over 2472515.83 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05967, over 16108.59 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2823, pruned_loss=0.05013, over 2460768.03 frames. utt_duration=1306 frames, utt_pad_proportion=0.04428, over 7543.77 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2964, pruned_loss=0.06322, over 2473257.83 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06119, over 17154.73 utterances.], batch size: 26, lr: 2.62e-04
2022-08-30 06:45:06,372 INFO [train.py:927] (4/8) Epoch 15, batch 12150, giga_loss[loss=0.2223, simple_loss=0.3077, pruned_loss=0.06844, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04074, over 37.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2962, pruned_loss=0.06295, over 2473006.57 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05887, over 15934.54 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2827, pruned_loss=0.05024, over 2461130.19 frames. utt_duration=1292 frames, utt_pad_proportion=0.04862, over 7625.81 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2973, pruned_loss=0.06412, over 2473427.18 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05862, over 16804.89 utterances.], batch size: 37, lr: 2.62e-04
2022-08-30 06:46:49,408 INFO [train.py:927] (4/8) Epoch 15, batch 12200, giga_loss[loss=0.2288, simple_loss=0.315, pruned_loss=0.07123, over 12291.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04766, over 26.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2966, pruned_loss=0.06273, over 2472704.88 frames. utt_duration=633.8 frames, utt_pad_proportion=0.05872, over 15642.11 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2829, pruned_loss=0.05026, over 2461327.50 frames. utt_duration=1294 frames, utt_pad_proportion=0.04811, over 7617.53 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2975, pruned_loss=0.0638, over 2473004.09 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05877, over 16441.54 utterances.], batch size: 26, lr: 2.62e-04
2022-08-30 06:48:29,018 INFO [train.py:927] (4/8) Epoch 15, batch 12250, giga_loss[loss=0.2171, simple_loss=0.296, pruned_loss=0.06908, over 12379.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06021, over 182.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2976, pruned_loss=0.06343, over 2472938.49 frames. utt_duration=621.7 frames, utt_pad_proportion=0.05918, over 15949.14 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2839, pruned_loss=0.05054, over 2461496.01 frames. utt_duration=1287 frames, utt_pad_proportion=0.04831, over 7661.52 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2978, pruned_loss=0.06438, over 2473335.43 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05928, over 16768.31 utterances.], batch size: 182, lr: 2.62e-04
2022-08-30 06:50:07,363 INFO [train.py:927] (4/8) Epoch 15, batch 12300, giga_loss[loss=0.2226, simple_loss=0.2912, pruned_loss=0.07696, over 12162.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03442, over 36.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2953, pruned_loss=0.0627, over 2472447.68 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05836, over 15931.87 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2841, pruned_loss=0.05059, over 2461254.69 frames. utt_duration=1288 frames, utt_pad_proportion=0.04795, over 7650.93 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2954, pruned_loss=0.06352, over 2473111.23 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05867, over 16669.82 utterances.], batch size: 36, lr: 2.62e-04
2022-08-30 06:51:48,523 INFO [train.py:927] (4/8) Epoch 15, batch 12350, giga_loss[loss=0.1787, simple_loss=0.2655, pruned_loss=0.04592, over 12344.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03024, over 70.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2931, pruned_loss=0.06191, over 2472056.88 frames. utt_duration=625.8 frames, utt_pad_proportion=0.06181, over 15837.79 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2838, pruned_loss=0.05047, over 2461613.13 frames. utt_duration=1293 frames, utt_pad_proportion=0.04707, over 7625.02 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2937, pruned_loss=0.06292, over 2472515.63 frames. utt_duration=596.3 frames, utt_pad_proportion=0.06234, over 16628.48 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 06:53:28,430 INFO [train.py:927] (4/8) Epoch 15, batch 12400, giga_loss[loss=0.1952, simple_loss=0.2784, pruned_loss=0.05597, over 12394.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02479, over 66.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2895, pruned_loss=0.0603, over 2471561.65 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05871, over 15539.46 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.284, pruned_loss=0.05063, over 2461902.68 frames. utt_duration=1292 frames, utt_pad_proportion=0.04653, over 7628.63 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2898, pruned_loss=0.06109, over 2471791.73 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05958, over 16266.66 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 06:55:13,905 INFO [train.py:927] (4/8) Epoch 15, batch 12450, giga_loss[loss=0.2167, simple_loss=0.2944, pruned_loss=0.06947, over 12384.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06988, over 212.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2866, pruned_loss=0.05911, over 2472218.46 frames. utt_duration=588.6 frames, utt_pad_proportion=0.06311, over 16842.33 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2843, pruned_loss=0.0508, over 2461949.96 frames. utt_duration=1293 frames, utt_pad_proportion=0.04623, over 7626.32 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2867, pruned_loss=0.05967, over 2472450.10 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06381, over 17497.96 utterances.], batch size: 212, lr: 2.62e-04
2022-08-30 06:56:56,270 INFO [train.py:927] (4/8) Epoch 15, batch 12500, giga_loss[loss=0.258, simple_loss=0.3338, pruned_loss=0.0911, over 12408.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2851, pruned_loss=0.05852, over 2472333.08 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06642, over 16954.35 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.284, pruned_loss=0.05084, over 2462286.30 frames. utt_duration=1294 frames, utt_pad_proportion=0.04557, over 7619.72 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2854, pruned_loss=0.05913, over 2472487.72 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06722, over 17712.97 utterances.], batch size: 258, lr: 2.62e-04
2022-08-30 06:58:35,348 INFO [train.py:927] (4/8) Epoch 15, batch 12550, giga_loss[loss=0.1623, simple_loss=0.2447, pruned_loss=0.03993, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04317, over 34.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2859, pruned_loss=0.05798, over 2471858.53 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06441, over 16808.53 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2842, pruned_loss=0.05105, over 2462331.36 frames. utt_duration=1299 frames, utt_pad_proportion=0.04438, over 7589.49 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2861, pruned_loss=0.05857, over 2472299.98 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06587, over 17797.96 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 07:00:14,647 INFO [train.py:927] (4/8) Epoch 15, batch 12600, giga_loss[loss=0.1893, simple_loss=0.2811, pruned_loss=0.04876, over 12429.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03851, over 123.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2874, pruned_loss=0.05781, over 2473567.61 frames. utt_duration=552 frames, utt_pad_proportion=0.06495, over 17971.89 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2842, pruned_loss=0.05118, over 2462649.38 frames. utt_duration=1303 frames, utt_pad_proportion=0.04393, over 7568.78 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2875, pruned_loss=0.05826, over 2473775.47 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06626, over 18909.83 utterances.], batch size: 123, lr: 2.62e-04
2022-08-30 07:01:54,316 INFO [train.py:927] (4/8) Epoch 15, batch 12650, giga_loss[loss=0.1818, simple_loss=0.2627, pruned_loss=0.05046, over 12072.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03807, over 30.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2859, pruned_loss=0.05671, over 2473943.60 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06025, over 17616.14 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05102, over 2463037.57 frames. utt_duration=1308 frames, utt_pad_proportion=0.04297, over 7540.01 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2864, pruned_loss=0.05738, over 2474064.35 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06206, over 18677.91 utterances.], batch size: 30, lr: 2.62e-04
2022-08-30 07:03:35,985 INFO [train.py:927] (4/8) Epoch 15, batch 12700, giga_loss[loss=0.2135, simple_loss=0.3032, pruned_loss=0.06189, over 12334.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02964, over 66.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2863, pruned_loss=0.05661, over 2473517.48 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06727, over 18571.95 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2837, pruned_loss=0.05098, over 2463057.11 frames. utt_duration=1312 frames, utt_pad_proportion=0.04241, over 7520.44 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2869, pruned_loss=0.05728, over 2473760.00 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06864, over 19619.96 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 07:05:15,961 INFO [train.py:927] (4/8) Epoch 15, batch 12750, giga_loss[loss=0.198, simple_loss=0.2928, pruned_loss=0.05154, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2881, pruned_loss=0.0574, over 2473619.29 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06398, over 17926.12 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.05147, over 2463319.30 frames. utt_duration=1313 frames, utt_pad_proportion=0.0413, over 7512.94 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2883, pruned_loss=0.05773, over 2474019.76 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06605, over 19228.19 utterances.], batch size: 105, lr: 2.62e-04
2022-08-30 07:06:55,256 INFO [train.py:927] (4/8) Epoch 15, batch 12800, giga_loss[loss=0.227, simple_loss=0.3044, pruned_loss=0.07474, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02762, over 42.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2894, pruned_loss=0.05797, over 2473492.19 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06002, over 17333.30 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2842, pruned_loss=0.05162, over 2463562.90 frames. utt_duration=1310 frames, utt_pad_proportion=0.0414, over 7532.18 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2897, pruned_loss=0.05831, over 2473913.35 frames. utt_duration=531 frames, utt_pad_proportion=0.06224, over 18690.35 utterances.], batch size: 42, lr: 2.62e-04
2022-08-30 07:08:35,982 INFO [train.py:927] (4/8) Epoch 15, batch 12850, libri_loss[loss=0.1946, simple_loss=0.2813, pruned_loss=0.05393, over 12185.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006435, over 33.00 utterances.], tot_loss[loss=0.203, simple_loss=0.29, pruned_loss=0.058, over 2472435.54 frames. utt_duration=586.1 frames, utt_pad_proportion=0.0567, over 16918.36 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2843, pruned_loss=0.05178, over 2463507.98 frames. utt_duration=1310 frames, utt_pad_proportion=0.04149, over 7531.88 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2903, pruned_loss=0.05833, over 2473139.60 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05892, over 18307.34 utterances.], batch size: 33, lr: 2.62e-04
2022-08-30 07:10:15,728 INFO [train.py:927] (4/8) Epoch 15, batch 12900, giga_loss[loss=0.1833, simple_loss=0.2732, pruned_loss=0.04667, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03409, over 122.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2894, pruned_loss=0.05811, over 2472778.71 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05983, over 17282.84 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05198, over 2463689.99 frames. utt_duration=1311 frames, utt_pad_proportion=0.04095, over 7528.20 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2898, pruned_loss=0.05832, over 2473344.43 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06172, over 18564.00 utterances.], batch size: 122, lr: 2.62e-04
2022-08-30 07:11:53,211 INFO [train.py:927] (4/8) Epoch 15, batch 12950, giga_loss[loss=0.2008, simple_loss=0.2938, pruned_loss=0.05392, over 12379.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2878, pruned_loss=0.05772, over 2472561.34 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05972, over 17341.96 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05209, over 2463524.83 frames. utt_duration=1309 frames, utt_pad_proportion=0.04115, over 7538.34 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2881, pruned_loss=0.05789, over 2473323.72 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06133, over 18527.55 utterances.], batch size: 91, lr: 2.62e-04
2022-08-30 07:13:33,895 INFO [train.py:927] (4/8) Epoch 15, batch 13000, giga_loss[loss=0.1677, simple_loss=0.2684, pruned_loss=0.03348, over 12396.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02618, over 70.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2896, pruned_loss=0.05726, over 2473498.25 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06004, over 18058.52 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2852, pruned_loss=0.0524, over 2463670.01 frames. utt_duration=1306 frames, utt_pad_proportion=0.04114, over 7552.01 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2892, pruned_loss=0.05724, over 2474157.24 frames. utt_duration=516.6 frames, utt_pad_proportion=0.0614, over 19213.99 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 07:15:11,320 INFO [train.py:927] (4/8) Epoch 15, batch 13050, giga_loss[loss=0.1972, simple_loss=0.2719, pruned_loss=0.06124, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04521, over 31.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2897, pruned_loss=0.0574, over 2473767.55 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05603, over 17540.34 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2856, pruned_loss=0.05286, over 2464305.61 frames. utt_duration=1302 frames, utt_pad_proportion=0.04126, over 7578.59 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2892, pruned_loss=0.05713, over 2474063.68 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05757, over 18758.75 utterances.], batch size: 31, lr: 2.62e-04
2022-08-30 07:16:49,405 INFO [train.py:927] (4/8) Epoch 15, batch 13100, giga_loss[loss=0.1967, simple_loss=0.2823, pruned_loss=0.05557, over 12412.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0386, over 133.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2883, pruned_loss=0.05785, over 2473888.90 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05632, over 18000.40 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2856, pruned_loss=0.05294, over 2464374.52 frames. utt_duration=1304 frames, utt_pad_proportion=0.04083, over 7569.92 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.288, pruned_loss=0.05763, over 2474185.32 frames. utt_duration=519.8 frames, utt_pad_proportion=0.05771, over 19095.51 utterances.], batch size: 133, lr: 2.62e-04
2022-08-30 07:18:29,057 INFO [train.py:927] (4/8) Epoch 15, batch 13150, giga_loss[loss=0.2004, simple_loss=0.2895, pruned_loss=0.05572, over 12402.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02481, over 66.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2882, pruned_loss=0.0591, over 2474471.15 frames. utt_duration=541 frames, utt_pad_proportion=0.05737, over 18345.21 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2865, pruned_loss=0.05368, over 2464394.66 frames. utt_duration=1291 frames, utt_pad_proportion=0.04407, over 7642.27 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2872, pruned_loss=0.05838, over 2474929.05 frames. utt_duration=511.7 frames, utt_pad_proportion=0.0575, over 19403.43 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 07:20:10,384 INFO [train.py:927] (4/8) Epoch 15, batch 13200, giga_loss[loss=0.1894, simple_loss=0.2748, pruned_loss=0.05203, over 12355.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03675, over 122.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2863, pruned_loss=0.0581, over 2474602.30 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06187, over 18920.68 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.287, pruned_loss=0.05399, over 2464354.02 frames. utt_duration=1280 frames, utt_pad_proportion=0.04814, over 7709.71 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.285, pruned_loss=0.05732, over 2475187.07 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06042, over 19892.82 utterances.], batch size: 122, lr: 2.62e-04
2022-08-30 07:21:50,119 INFO [train.py:927] (4/8) Epoch 15, batch 13250, giga_loss[loss=0.1961, simple_loss=0.2837, pruned_loss=0.05426, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03907, over 113.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2824, pruned_loss=0.05656, over 2474835.02 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06128, over 18341.96 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.287, pruned_loss=0.05412, over 2464138.36 frames. utt_duration=1273 frames, utt_pad_proportion=0.05152, over 7750.65 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2813, pruned_loss=0.05591, over 2475771.51 frames. utt_duration=512.6 frames, utt_pad_proportion=0.05911, over 19376.88 utterances.], batch size: 113, lr: 2.62e-04
2022-08-30 07:23:38,393 INFO [train.py:927] (4/8) Epoch 15, batch 13300, giga_loss[loss=0.1632, simple_loss=0.2621, pruned_loss=0.03214, over 12460.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2823, pruned_loss=0.05639, over 2474406.90 frames. utt_duration=542 frames, utt_pad_proportion=0.06515, over 18310.35 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2871, pruned_loss=0.05428, over 2464258.95 frames. utt_duration=1261 frames, utt_pad_proportion=0.05646, over 7823.04 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2812, pruned_loss=0.05575, over 2475162.44 frames. utt_duration=517 frames, utt_pad_proportion=0.0614, over 19207.17 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 07:25:19,824 INFO [train.py:927] (4/8) Epoch 15, batch 13350, giga_loss[loss=0.2071, simple_loss=0.3, pruned_loss=0.05714, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05362, over 162.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2846, pruned_loss=0.05695, over 2475190.20 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06076, over 17625.60 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2871, pruned_loss=0.05437, over 2464321.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.0556, over 7805.64 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2837, pruned_loss=0.05641, over 2475925.83 frames. utt_duration=536 frames, utt_pad_proportion=0.05823, over 18530.22 utterances.], batch size: 162, lr: 2.62e-04
2022-08-30 07:27:02,850 INFO [train.py:927] (4/8) Epoch 15, batch 13400, libri_loss[loss=0.2462, simple_loss=0.3194, pruned_loss=0.08655, over 12353.00 frames. utt_duration=773.7 frames, utt_pad_proportion=0.1198, over 64.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2871, pruned_loss=0.05812, over 2474323.44 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06053, over 17233.94 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2871, pruned_loss=0.05449, over 2464300.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05568, over 7821.80 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2864, pruned_loss=0.05763, over 2475167.50 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05847, over 18161.23 utterances.], batch size: 64, lr: 2.62e-04
2022-08-30 07:28:48,318 INFO [train.py:927] (4/8) Epoch 15, batch 13450, giga_loss[loss=0.2377, simple_loss=0.3181, pruned_loss=0.07866, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03138, over 80.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2917, pruned_loss=0.06137, over 2474541.80 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06472, over 17571.28 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2875, pruned_loss=0.05486, over 2464469.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.05964, over 7894.05 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2908, pruned_loss=0.06076, over 2475279.39 frames. utt_duration=538 frames, utt_pad_proportion=0.0614, over 18455.76 utterances.], batch size: 80, lr: 2.62e-04
2022-08-30 07:30:31,968 INFO [train.py:927] (4/8) Epoch 15, batch 13500, giga_loss[loss=0.25, simple_loss=0.3301, pruned_loss=0.08491, over 12367.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2984, pruned_loss=0.0659, over 2474567.07 frames. utt_duration=518.3 frames, utt_pad_proportion=0.0725, over 19151.94 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2877, pruned_loss=0.05502, over 2464372.97 frames. utt_duration=1252 frames, utt_pad_proportion=0.05883, over 7884.69 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2977, pruned_loss=0.06545, over 2475486.43 frames. utt_duration=493.9 frames, utt_pad_proportion=0.0702, over 20108.59 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 07:32:18,643 INFO [train.py:927] (4/8) Epoch 15, batch 13550, giga_loss[loss=0.2077, simple_loss=0.2941, pruned_loss=0.06064, over 12348.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03294, over 58.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3041, pruned_loss=0.07009, over 2474447.22 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06962, over 19175.79 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2878, pruned_loss=0.0552, over 2464577.51 frames. utt_duration=1254 frames, utt_pad_proportion=0.05819, over 7873.43 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06974, over 2475137.57 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06818, over 20083.25 utterances.], batch size: 58, lr: 2.62e-04
2022-08-30 07:34:02,911 INFO [train.py:927] (4/8) Epoch 15, batch 13600, giga_loss[loss=0.2031, simple_loss=0.2863, pruned_loss=0.05993, over 12456.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03805, over 31.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.07469, over 2475133.81 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07441, over 20166.05 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2879, pruned_loss=0.05547, over 2465085.29 frames. utt_duration=1255 frames, utt_pad_proportion=0.05769, over 7868.81 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3096, pruned_loss=0.07449, over 2475412.99 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07334, over 21095.96 utterances.], batch size: 31, lr: 2.62e-04
2022-08-30 07:35:50,419 INFO [train.py:927] (4/8) Epoch 15, batch 13650, giga_loss[loss=0.2415, simple_loss=0.3217, pruned_loss=0.0807, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3132, pruned_loss=0.07806, over 2474772.23 frames. utt_duration=479.5 frames, utt_pad_proportion=0.08055, over 20708.15 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2882, pruned_loss=0.05585, over 2465647.42 frames. utt_duration=1247 frames, utt_pad_proportion=0.0603, over 7920.12 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3137, pruned_loss=0.07825, over 2474791.18 frames. utt_duration=455 frames, utt_pad_proportion=0.07894, over 21826.99 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 07:37:40,114 INFO [train.py:927] (4/8) Epoch 15, batch 13700, giga_loss[loss=0.3073, simple_loss=0.3532, pruned_loss=0.1307, over 12376.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3183, pruned_loss=0.08275, over 2473992.97 frames. utt_duration=443.3 frames, utt_pad_proportion=0.09195, over 22395.48 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2883, pruned_loss=0.05618, over 2465520.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.06253, over 7945.29 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3195, pruned_loss=0.08348, over 2474435.42 frames. utt_duration=418.3 frames, utt_pad_proportion=0.09004, over 23744.00 utterances.], batch size: 369, lr: 2.62e-04
2022-08-30 07:39:24,709 INFO [train.py:927] (4/8) Epoch 15, batch 13750, libri_loss[loss=0.2917, simple_loss=0.3685, pruned_loss=0.1074, over 12429.00 frames. utt_duration=422.9 frames, utt_pad_proportion=0.3424, over 118.00 utterances.], tot_loss[loss=0.245, simple_loss=0.32, pruned_loss=0.085, over 2473920.06 frames. utt_duration=419.1 frames, utt_pad_proportion=0.09481, over 23692.49 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05638, over 2465415.46 frames. utt_duration=1233 frames, utt_pad_proportion=0.06621, over 8008.22 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3211, pruned_loss=0.08576, over 2474471.36 frames. utt_duration=398.8 frames, utt_pad_proportion=0.09227, over 24910.26 utterances.], batch size: 118, lr: 2.61e-04
2022-08-30 07:41:09,053 INFO [train.py:927] (4/8) Epoch 15, batch 13800, giga_loss[loss=0.2562, simple_loss=0.333, pruned_loss=0.08973, over 12424.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02187, over 48.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.08446, over 2474007.20 frames. utt_duration=424 frames, utt_pad_proportion=0.09136, over 23418.59 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2887, pruned_loss=0.05654, over 2465307.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.06523, over 7985.26 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.322, pruned_loss=0.08542, over 2474688.70 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0899, over 24681.74 utterances.], batch size: 48, lr: 2.61e-04
2022-08-30 07:42:53,700 INFO [train.py:927] (4/8) Epoch 15, batch 13850, giga_loss[loss=0.1931, simple_loss=0.2873, pruned_loss=0.04948, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03653, over 43.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3201, pruned_loss=0.08347, over 2474204.08 frames. utt_duration=423 frames, utt_pad_proportion=0.08988, over 23479.47 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2886, pruned_loss=0.05673, over 2465313.36 frames. utt_duration=1239 frames, utt_pad_proportion=0.06426, over 7966.58 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3221, pruned_loss=0.0847, over 2474940.19 frames. utt_duration=399.6 frames, utt_pad_proportion=0.08928, over 24865.21 utterances.], batch size: 43, lr: 2.61e-04
2022-08-30 07:44:39,712 INFO [train.py:927] (4/8) Epoch 15, batch 13900, giga_loss[loss=0.2351, simple_loss=0.3238, pruned_loss=0.07316, over 12388.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02423, over 66.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3201, pruned_loss=0.08239, over 2474706.58 frames. utt_duration=419.9 frames, utt_pad_proportion=0.0878, over 23659.06 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2886, pruned_loss=0.05688, over 2465603.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.06305, over 7952.66 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3224, pruned_loss=0.08383, over 2475233.97 frames. utt_duration=395.5 frames, utt_pad_proportion=0.08793, over 25123.75 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 07:46:26,021 INFO [train.py:927] (4/8) Epoch 15, batch 13950, giga_loss[loss=0.2186, simple_loss=0.3006, pruned_loss=0.06837, over 12445.00 frames. utt_duration=441.9 frames, utt_pad_proportion=0.03511, over 113.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3166, pruned_loss=0.07959, over 2474510.97 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08265, over 22932.38 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2881, pruned_loss=0.05686, over 2465430.29 frames. utt_duration=1248 frames, utt_pad_proportion=0.06171, over 7908.54 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3196, pruned_loss=0.08139, over 2475325.27 frames. utt_duration=404.9 frames, utt_pad_proportion=0.08358, over 24541.87 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 07:48:09,450 INFO [train.py:927] (4/8) Epoch 15, batch 14000, giga_loss[loss=0.2193, simple_loss=0.311, pruned_loss=0.06383, over 12417.00 frames. utt_duration=904.6 frames, utt_pad_proportion=0.03357, over 55.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3148, pruned_loss=0.07863, over 2474577.77 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07744, over 22254.97 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.288, pruned_loss=0.05707, over 2465287.22 frames. utt_duration=1250 frames, utt_pad_proportion=0.06119, over 7897.42 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3178, pruned_loss=0.08026, over 2475523.49 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07876, over 23804.72 utterances.], batch size: 55, lr: 2.61e-04
2022-08-30 07:50:03,606 INFO [train.py:927] (4/8) Epoch 15, batch 14050, giga_loss[loss=0.2704, simple_loss=0.3242, pruned_loss=0.1083, over 12373.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 372.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3135, pruned_loss=0.07746, over 2474340.54 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07569, over 21806.43 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2882, pruned_loss=0.05726, over 2465495.83 frames. utt_duration=1252 frames, utt_pad_proportion=0.06045, over 7886.02 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.316, pruned_loss=0.07888, over 2475027.13 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07714, over 23227.20 utterances.], batch size: 372, lr: 2.61e-04
2022-08-30 07:51:55,650 INFO [train.py:927] (4/8) Epoch 15, batch 14100, giga_loss[loss=0.2239, simple_loss=0.3093, pruned_loss=0.0692, over 12403.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02811, over 62.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3146, pruned_loss=0.07649, over 2474532.94 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08318, over 22588.17 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2882, pruned_loss=0.05729, over 2465474.18 frames. utt_duration=1253 frames, utt_pad_proportion=0.06003, over 7877.16 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3168, pruned_loss=0.07775, over 2475170.22 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08411, over 23839.80 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 07:53:41,189 INFO [train.py:927] (4/8) Epoch 15, batch 14150, giga_loss[loss=0.1962, simple_loss=0.2804, pruned_loss=0.05599, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03242, over 28.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3142, pruned_loss=0.07651, over 2474899.91 frames. utt_duration=437 frames, utt_pad_proportion=0.08802, over 22725.68 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2886, pruned_loss=0.05762, over 2465931.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.05849, over 7856.95 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3165, pruned_loss=0.07781, over 2475279.45 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08923, over 24202.32 utterances.], batch size: 28, lr: 2.61e-04
2022-08-30 07:55:27,666 INFO [train.py:927] (4/8) Epoch 15, batch 14200, giga_loss[loss=0.1926, simple_loss=0.2814, pruned_loss=0.05187, over 12289.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.0259, over 54.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3122, pruned_loss=0.07575, over 2474564.68 frames. utt_duration=454 frames, utt_pad_proportion=0.0834, over 21871.89 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2886, pruned_loss=0.05788, over 2465807.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.05763, over 7838.67 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3145, pruned_loss=0.07697, over 2475186.89 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08508, over 23385.31 utterances.], batch size: 54, lr: 2.61e-04
2022-08-30 07:57:16,746 INFO [train.py:927] (4/8) Epoch 15, batch 14250, giga_loss[loss=0.2376, simple_loss=0.312, pruned_loss=0.08161, over 12397.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3111, pruned_loss=0.07489, over 2474787.45 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08178, over 21668.76 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2887, pruned_loss=0.05791, over 2466100.44 frames. utt_duration=1260 frames, utt_pad_proportion=0.05708, over 7838.03 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3132, pruned_loss=0.07607, over 2475125.21 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08352, over 23060.07 utterances.], batch size: 161, lr: 2.61e-04
2022-08-30 07:59:03,150 INFO [train.py:927] (4/8) Epoch 15, batch 14300, libri_loss[loss=0.1997, simple_loss=0.2835, pruned_loss=0.05793, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005762, over 35.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3105, pruned_loss=0.07381, over 2475530.19 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07983, over 21446.36 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2886, pruned_loss=0.05797, over 2466395.59 frames. utt_duration=1261 frames, utt_pad_proportion=0.05647, over 7830.52 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3125, pruned_loss=0.07492, over 2475640.82 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08164, over 22757.18 utterances.], batch size: 35, lr: 2.61e-04
2022-08-30 08:00:49,570 INFO [train.py:927] (4/8) Epoch 15, batch 14350, libri_loss[loss=0.2085, simple_loss=0.302, pruned_loss=0.0575, over 12330.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01757, over 41.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3088, pruned_loss=0.073, over 2474967.52 frames. utt_duration=470.9 frames, utt_pad_proportion=0.0767, over 21089.32 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2885, pruned_loss=0.05807, over 2466245.06 frames. utt_duration=1264 frames, utt_pad_proportion=0.05567, over 7812.15 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3108, pruned_loss=0.07406, over 2475337.49 frames. utt_duration=443.9 frames, utt_pad_proportion=0.0787, over 22377.89 utterances.], batch size: 41, lr: 2.61e-04
2022-08-30 08:02:32,903 INFO [train.py:927] (4/8) Epoch 15, batch 14400, giga_loss[loss=0.2294, simple_loss=0.3101, pruned_loss=0.07437, over 12303.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02491, over 54.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3077, pruned_loss=0.07302, over 2474421.52 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07565, over 20758.03 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2884, pruned_loss=0.05799, over 2466105.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.05468, over 7790.14 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3099, pruned_loss=0.07426, over 2475025.33 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07777, over 22091.99 utterances.], batch size: 54, lr: 2.61e-04
2022-08-30 08:04:16,487 INFO [train.py:927] (4/8) Epoch 15, batch 14450, giga_loss[loss=0.3101, simple_loss=0.361, pruned_loss=0.1296, over 12403.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09677, over 256.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3062, pruned_loss=0.07263, over 2474269.81 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07341, over 20498.72 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2883, pruned_loss=0.05799, over 2466282.19 frames. utt_duration=1269 frames, utt_pad_proportion=0.05473, over 7786.09 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3085, pruned_loss=0.07398, over 2474784.83 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07536, over 21865.13 utterances.], batch size: 256, lr: 2.61e-04
2022-08-30 08:06:00,218 INFO [train.py:927] (4/8) Epoch 15, batch 14500, libri_loss[loss=0.1818, simple_loss=0.2644, pruned_loss=0.0496, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006448, over 31.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3056, pruned_loss=0.07268, over 2473720.39 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07068, over 20060.91 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2882, pruned_loss=0.05818, over 2465999.45 frames. utt_duration=1274 frames, utt_pad_proportion=0.05353, over 7750.00 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07398, over 2474625.14 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07299, over 21543.63 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 08:07:44,255 INFO [train.py:927] (4/8) Epoch 15, batch 14550, giga_loss[loss=0.2395, simple_loss=0.3185, pruned_loss=0.08024, over 12367.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03621, over 122.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3063, pruned_loss=0.07249, over 2473601.94 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07097, over 20242.57 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2883, pruned_loss=0.05836, over 2466251.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05772, over 7839.62 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3083, pruned_loss=0.07355, over 2474204.83 frames. utt_duration=462 frames, utt_pad_proportion=0.07158, over 21490.65 utterances.], batch size: 122, lr: 2.61e-04
2022-08-30 08:09:29,666 INFO [train.py:927] (4/8) Epoch 15, batch 14600, giga_loss[loss=0.2526, simple_loss=0.3251, pruned_loss=0.09005, over 12465.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02832, over 80.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3052, pruned_loss=0.07159, over 2473261.66 frames. utt_duration=507 frames, utt_pad_proportion=0.07005, over 19568.92 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2883, pruned_loss=0.05863, over 2465967.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.05711, over 7849.11 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3075, pruned_loss=0.07274, over 2474298.57 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07099, over 21058.00 utterances.], batch size: 80, lr: 2.61e-04
2022-08-30 08:11:19,519 INFO [train.py:927] (4/8) Epoch 15, batch 14650, giga_loss[loss=0.1926, simple_loss=0.2774, pruned_loss=0.0539, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03394, over 86.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3077, pruned_loss=0.0738, over 2473473.06 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07123, over 19923.51 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2888, pruned_loss=0.05895, over 2466010.15 frames. utt_duration=1244 frames, utt_pad_proportion=0.06142, over 7938.99 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3097, pruned_loss=0.0749, over 2474522.62 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07081, over 21434.37 utterances.], batch size: 86, lr: 2.61e-04
2022-08-30 08:13:03,895 INFO [train.py:927] (4/8) Epoch 15, batch 14700, giga_loss[loss=0.2242, simple_loss=0.298, pruned_loss=0.07526, over 12343.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03335, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3067, pruned_loss=0.07387, over 2472937.72 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06637, over 19234.05 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2882, pruned_loss=0.05889, over 2465909.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.0605, over 7896.82 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07516, over 2474049.87 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06669, over 20747.48 utterances.], batch size: 58, lr: 2.61e-04
2022-08-30 08:14:49,338 INFO [train.py:927] (4/8) Epoch 15, batch 14750, giga_loss[loss=0.2005, simple_loss=0.291, pruned_loss=0.05501, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0413, over 31.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07497, over 2473010.30 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06841, over 20235.54 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2882, pruned_loss=0.05899, over 2465772.91 frames. utt_duration=1252 frames, utt_pad_proportion=0.06027, over 7890.34 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3102, pruned_loss=0.07596, over 2474041.50 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06863, over 21482.23 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 08:16:32,823 INFO [train.py:927] (4/8) Epoch 15, batch 14800, giga_loss[loss=0.2146, simple_loss=0.2975, pruned_loss=0.06586, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03996, over 113.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3075, pruned_loss=0.07337, over 2473378.22 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06754, over 19758.11 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2879, pruned_loss=0.05897, over 2465701.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.05941, over 7860.72 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3098, pruned_loss=0.07446, over 2474410.64 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06814, over 21003.84 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 08:18:21,735 INFO [train.py:927] (4/8) Epoch 15, batch 14850, giga_loss[loss=0.1924, simple_loss=0.2785, pruned_loss=0.05314, over 12335.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.0348, over 62.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3059, pruned_loss=0.07241, over 2473454.19 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06876, over 19247.01 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2886, pruned_loss=0.05946, over 2465843.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.06655, over 8003.26 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07341, over 2474508.72 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06679, over 20621.43 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 08:20:06,392 INFO [train.py:927] (4/8) Epoch 15, batch 14900, giga_loss[loss=0.2197, simple_loss=0.2989, pruned_loss=0.0702, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04987, over 34.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.306, pruned_loss=0.07305, over 2474024.60 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07289, over 19910.35 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2887, pruned_loss=0.05964, over 2465862.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06974, over 8055.14 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3079, pruned_loss=0.07392, over 2475003.51 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07022, over 21169.98 utterances.], batch size: 34, lr: 2.61e-04
2022-08-30 08:21:55,063 INFO [train.py:927] (4/8) Epoch 15, batch 14950, giga_loss[loss=0.2016, simple_loss=0.3037, pruned_loss=0.04976, over 12468.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02953, over 55.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3096, pruned_loss=0.07369, over 2474160.42 frames. utt_duration=497.7 frames, utt_pad_proportion=0.0724, over 19942.85 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2894, pruned_loss=0.06044, over 2465919.27 frames. utt_duration=1207 frames, utt_pad_proportion=0.0763, over 8185.48 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3109, pruned_loss=0.07403, over 2475093.94 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06787, over 21161.36 utterances.], batch size: 55, lr: 2.61e-04
2022-08-30 08:23:41,280 INFO [train.py:927] (4/8) Epoch 15, batch 15000, libri_loss[loss=0.1761, simple_loss=0.2503, pruned_loss=0.05097, over 12189.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01076, over 29.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3104, pruned_loss=0.07385, over 2474064.39 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07155, over 19755.04 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2892, pruned_loss=0.06049, over 2465956.44 frames. utt_duration=1210 frames, utt_pad_proportion=0.07552, over 8161.76 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3121, pruned_loss=0.07427, over 2474889.18 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06826, over 20913.28 utterances.], batch size: 29, lr: 2.61e-04
2022-08-30 08:23:41,280 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 08:23:55,265 INFO [train.py:967] (4/8) 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 08:25:39,050 INFO [train.py:927] (4/8) Epoch 15, batch 15050, giga_loss[loss=0.2493, simple_loss=0.3241, pruned_loss=0.08719, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06355, over 183.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3109, pruned_loss=0.07468, over 2473647.38 frames. utt_duration=501.5 frames, utt_pad_proportion=0.0719, over 19786.99 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.289, pruned_loss=0.0605, over 2466005.94 frames. utt_duration=1216 frames, utt_pad_proportion=0.07383, over 8121.44 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3129, pruned_loss=0.07537, over 2474450.65 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06977, over 21055.75 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 08:27:24,387 INFO [train.py:927] (4/8) Epoch 15, batch 15100, giga_loss[loss=0.2379, simple_loss=0.3137, pruned_loss=0.08104, over 12377.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03327, over 122.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3116, pruned_loss=0.07649, over 2474527.43 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07727, over 21059.33 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.289, pruned_loss=0.06051, over 2466059.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07293, over 8123.86 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3136, pruned_loss=0.0773, over 2475259.45 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07564, over 22278.43 utterances.], batch size: 122, lr: 2.61e-04
2022-08-30 08:29:07,902 INFO [train.py:927] (4/8) Epoch 15, batch 15150, giga_loss[loss=0.2198, simple_loss=0.3016, pruned_loss=0.06903, over 12373.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3102, pruned_loss=0.07659, over 2474859.60 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07696, over 20806.77 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2891, pruned_loss=0.06061, over 2466300.38 frames. utt_duration=1207 frames, utt_pad_proportion=0.07616, over 8184.13 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.312, pruned_loss=0.07734, over 2475347.68 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07462, over 21876.22 utterances.], batch size: 91, lr: 2.61e-04
2022-08-30 08:30:52,192 INFO [train.py:927] (4/8) Epoch 15, batch 15200, giga_loss[loss=0.2407, simple_loss=0.3193, pruned_loss=0.081, over 12384.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3095, pruned_loss=0.07639, over 2474886.50 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07679, over 20711.54 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.289, pruned_loss=0.06075, over 2466227.54 frames. utt_duration=1198 frames, utt_pad_proportion=0.07942, over 8243.67 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3113, pruned_loss=0.07713, over 2475481.18 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07383, over 21726.05 utterances.], batch size: 122, lr: 2.61e-04
2022-08-30 08:32:31,912 INFO [train.py:927] (4/8) Epoch 15, batch 15250, giga_loss[loss=0.1897, simple_loss=0.2602, pruned_loss=0.05958, over 12453.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04164, over 31.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3065, pruned_loss=0.07491, over 2474435.56 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07435, over 20043.23 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2882, pruned_loss=0.06044, over 2465951.32 frames. utt_duration=1211 frames, utt_pad_proportion=0.07682, over 8155.19 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3097, pruned_loss=0.07652, over 2475604.35 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07292, over 21525.64 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 08:34:18,036 INFO [train.py:927] (4/8) Epoch 15, batch 15300, giga_loss[loss=0.249, simple_loss=0.3295, pruned_loss=0.08427, over 12399.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3077, pruned_loss=0.0746, over 2474485.07 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07479, over 20565.44 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2878, pruned_loss=0.06028, over 2466215.03 frames. utt_duration=1215 frames, utt_pad_proportion=0.07548, over 8127.45 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.311, pruned_loss=0.07633, over 2475379.37 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07406, over 22034.00 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:36:02,034 INFO [train.py:927] (4/8) Epoch 15, batch 15350, giga_loss[loss=0.2095, simple_loss=0.3081, pruned_loss=0.05543, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0284, over 45.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07545, over 2474608.68 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0726, over 20782.67 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.288, pruned_loss=0.0603, over 2466059.24 frames. utt_duration=1219 frames, utt_pad_proportion=0.07469, over 8099.66 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3115, pruned_loss=0.07701, over 2475573.47 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07241, over 22145.05 utterances.], batch size: 45, lr: 2.61e-04
2022-08-30 08:37:44,162 INFO [train.py:927] (4/8) Epoch 15, batch 15400, giga_loss[loss=0.2717, simple_loss=0.3499, pruned_loss=0.09677, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3114, pruned_loss=0.0753, over 2474625.50 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07763, over 20934.82 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2882, pruned_loss=0.06056, over 2466209.24 frames. utt_duration=1211 frames, utt_pad_proportion=0.07739, over 8158.28 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3136, pruned_loss=0.07649, over 2475363.70 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07631, over 22120.29 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:39:30,142 INFO [train.py:927] (4/8) Epoch 15, batch 15450, giga_loss[loss=0.2416, simple_loss=0.3235, pruned_loss=0.07984, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3134, pruned_loss=0.0762, over 2474547.62 frames. utt_duration=481.6 frames, utt_pad_proportion=0.0762, over 20615.21 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2882, pruned_loss=0.06059, over 2466238.53 frames. utt_duration=1212 frames, utt_pad_proportion=0.07623, over 8150.21 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3156, pruned_loss=0.07738, over 2475270.93 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07561, over 21791.56 utterances.], batch size: 58, lr: 2.61e-04
2022-08-30 08:41:10,418 INFO [train.py:927] (4/8) Epoch 15, batch 15500, giga_loss[loss=0.2557, simple_loss=0.3292, pruned_loss=0.09109, over 12439.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04365, over 114.00 utterances.], tot_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.07645, over 2474327.10 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07048, over 19781.12 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2879, pruned_loss=0.06065, over 2466737.58 frames. utt_duration=1224 frames, utt_pad_proportion=0.07289, over 8072.81 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3164, pruned_loss=0.07822, over 2474919.08 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07148, over 21467.91 utterances.], batch size: 114, lr: 2.61e-04
2022-08-30 08:42:52,559 INFO [train.py:927] (4/8) Epoch 15, batch 15550, giga_loss[loss=0.2027, simple_loss=0.2983, pruned_loss=0.05356, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02891, over 66.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3134, pruned_loss=0.07694, over 2474241.59 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07145, over 20061.21 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2882, pruned_loss=0.06092, over 2467022.02 frames. utt_duration=1211 frames, utt_pad_proportion=0.07621, over 8159.01 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3167, pruned_loss=0.07864, over 2474685.23 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07107, over 21728.41 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 08:44:33,622 INFO [train.py:927] (4/8) Epoch 15, batch 15600, giga_loss[loss=0.2258, simple_loss=0.32, pruned_loss=0.06576, over 12434.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04131, over 146.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3128, pruned_loss=0.07493, over 2474223.16 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06884, over 19830.73 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2876, pruned_loss=0.06068, over 2467137.01 frames. utt_duration=1220 frames, utt_pad_proportion=0.07445, over 8097.58 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3168, pruned_loss=0.07699, over 2474698.21 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06929, over 21597.24 utterances.], batch size: 146, lr: 2.61e-04
2022-08-30 08:46:15,148 INFO [train.py:927] (4/8) Epoch 15, batch 15650, giga_loss[loss=0.2671, simple_loss=0.3372, pruned_loss=0.09849, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3132, pruned_loss=0.07506, over 2474441.52 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06896, over 19804.25 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2875, pruned_loss=0.06077, over 2467055.12 frames. utt_duration=1221 frames, utt_pad_proportion=0.07379, over 8093.81 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3169, pruned_loss=0.07685, over 2475002.40 frames. utt_duration=463.8 frames, utt_pad_proportion=0.06953, over 21414.04 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:47:59,281 INFO [train.py:927] (4/8) Epoch 15, batch 15700, giga_loss[loss=0.2324, simple_loss=0.3097, pruned_loss=0.07755, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03666, over 28.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.312, pruned_loss=0.07493, over 2474336.15 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06688, over 19847.25 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2877, pruned_loss=0.06102, over 2466933.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.07238, over 8063.83 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3154, pruned_loss=0.07644, over 2475060.18 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06792, over 21430.17 utterances.], batch size: 28, lr: 2.61e-04
2022-08-30 08:49:44,343 INFO [train.py:927] (4/8) Epoch 15, batch 15750, giga_loss[loss=0.2096, simple_loss=0.2957, pruned_loss=0.06181, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02606, over 70.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3089, pruned_loss=0.07347, over 2474942.44 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06147, over 18848.09 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2873, pruned_loss=0.06097, over 2467023.19 frames. utt_duration=1232 frames, utt_pad_proportion=0.07054, over 8017.23 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3127, pruned_loss=0.07516, over 2475701.19 frames. utt_duration=483.7 frames, utt_pad_proportion=0.0633, over 20534.25 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 08:51:23,571 INFO [train.py:927] (4/8) Epoch 15, batch 15800, giga_loss[loss=0.2384, simple_loss=0.3104, pruned_loss=0.08319, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02575, over 45.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.308, pruned_loss=0.07357, over 2474586.42 frames. utt_duration=525 frames, utt_pad_proportion=0.06082, over 18905.89 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2872, pruned_loss=0.06099, over 2466950.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.07003, over 8004.11 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3113, pruned_loss=0.07498, over 2475307.77 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06246, over 20335.34 utterances.], batch size: 45, lr: 2.61e-04
2022-08-30 08:53:03,635 INFO [train.py:927] (4/8) Epoch 15, batch 15850, giga_loss[loss=0.1844, simple_loss=0.2794, pruned_loss=0.04467, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3064, pruned_loss=0.07212, over 2474869.97 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06554, over 19960.48 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2874, pruned_loss=0.06112, over 2466978.78 frames. utt_duration=1233 frames, utt_pad_proportion=0.06986, over 8010.09 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3088, pruned_loss=0.07315, over 2475444.10 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06657, over 21126.53 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 08:54:47,614 INFO [train.py:927] (4/8) Epoch 15, batch 15900, giga_loss[loss=0.2201, simple_loss=0.2925, pruned_loss=0.0738, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04621, over 34.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3055, pruned_loss=0.07162, over 2474750.04 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06825, over 20660.31 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2876, pruned_loss=0.06119, over 2467062.14 frames. utt_duration=1235 frames, utt_pad_proportion=0.06933, over 7998.01 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3075, pruned_loss=0.07247, over 2475191.38 frames. utt_duration=457.7 frames, utt_pad_proportion=0.06909, over 21703.57 utterances.], batch size: 34, lr: 2.61e-04
2022-08-30 08:56:33,603 INFO [train.py:927] (4/8) Epoch 15, batch 15950, giga_loss[loss=0.245, simple_loss=0.307, pruned_loss=0.09155, over 12361.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2061, over 370.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3037, pruned_loss=0.0714, over 2474205.69 frames. utt_duration=462 frames, utt_pad_proportion=0.07578, over 21490.32 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2877, pruned_loss=0.06128, over 2467036.69 frames. utt_duration=1239 frames, utt_pad_proportion=0.06856, over 7976.18 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3053, pruned_loss=0.07211, over 2474654.42 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07636, over 22500.19 utterances.], batch size: 370, lr: 2.61e-04
2022-08-30 08:58:14,760 INFO [train.py:927] (4/8) Epoch 15, batch 16000, giga_loss[loss=0.2121, simple_loss=0.303, pruned_loss=0.0606, over 12367.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02855, over 70.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07161, over 2473693.67 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07967, over 21804.78 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2878, pruned_loss=0.0614, over 2466859.42 frames. utt_duration=1236 frames, utt_pad_proportion=0.06826, over 7991.60 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3064, pruned_loss=0.0723, over 2474356.78 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08013, over 22898.24 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 08:59:58,044 INFO [train.py:927] (4/8) Epoch 15, batch 16050, giga_loss[loss=0.1986, simple_loss=0.2855, pruned_loss=0.05586, over 12186.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04184, over 28.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3062, pruned_loss=0.07274, over 2474287.28 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07603, over 21390.56 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2878, pruned_loss=0.06155, over 2467113.01 frames. utt_duration=1239 frames, utt_pad_proportion=0.06682, over 7976.13 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07346, over 2474805.85 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07709, over 22649.52 utterances.], batch size: 28, lr: 2.61e-04
2022-08-30 09:01:45,437 INFO [train.py:927] (4/8) Epoch 15, batch 16100, giga_loss[loss=0.3017, simple_loss=0.3498, pruned_loss=0.1268, over 12384.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3083, pruned_loss=0.07456, over 2474266.00 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07806, over 21624.51 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2883, pruned_loss=0.06191, over 2467073.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.07066, over 8063.11 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3098, pruned_loss=0.0751, over 2474885.46 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07783, over 22862.04 utterances.], batch size: 259, lr: 2.61e-04
2022-08-30 09:03:30,907 INFO [train.py:927] (4/8) Epoch 15, batch 16150, giga_loss[loss=0.2815, simple_loss=0.3512, pruned_loss=0.1059, over 12367.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02834, over 91.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3087, pruned_loss=0.07423, over 2474198.37 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07303, over 20327.26 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2886, pruned_loss=0.06229, over 2467239.44 frames. utt_duration=1214 frames, utt_pad_proportion=0.07438, over 8136.31 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3102, pruned_loss=0.07473, over 2474797.77 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07208, over 21671.13 utterances.], batch size: 91, lr: 2.61e-04
2022-08-30 09:05:21,203 INFO [train.py:927] (4/8) Epoch 15, batch 16200, giga_loss[loss=0.2461, simple_loss=0.3306, pruned_loss=0.08076, over 12414.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 258.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07544, over 2474260.20 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07592, over 20684.84 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2889, pruned_loss=0.06252, over 2467145.99 frames. utt_duration=1216 frames, utt_pad_proportion=0.0735, over 8127.75 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3118, pruned_loss=0.07585, over 2474957.37 frames. utt_duration=452 frames, utt_pad_proportion=0.07531, over 21973.03 utterances.], batch size: 258, lr: 2.61e-04
2022-08-30 09:07:05,906 INFO [train.py:927] (4/8) Epoch 15, batch 16250, giga_loss[loss=0.2187, simple_loss=0.2983, pruned_loss=0.06959, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03075, over 97.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.07418, over 2474998.70 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07429, over 20886.70 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.288, pruned_loss=0.06216, over 2467249.16 frames. utt_duration=1225 frames, utt_pad_proportion=0.07191, over 8068.24 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3118, pruned_loss=0.07523, over 2475710.99 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07441, over 22381.80 utterances.], batch size: 97, lr: 2.61e-04
2022-08-30 09:08:52,229 INFO [train.py:927] (4/8) Epoch 15, batch 16300, giga_loss[loss=0.2051, simple_loss=0.2917, pruned_loss=0.05922, over 12406.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02569, over 70.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.07465, over 2475110.38 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07398, over 21074.73 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2876, pruned_loss=0.06202, over 2467383.51 frames. utt_duration=1230 frames, utt_pad_proportion=0.07034, over 8032.23 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3121, pruned_loss=0.07602, over 2475823.80 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07458, over 22726.79 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 09:10:34,900 INFO [train.py:927] (4/8) Epoch 15, batch 16350, giga_loss[loss=0.2167, simple_loss=0.299, pruned_loss=0.06716, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03836, over 113.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3084, pruned_loss=0.07493, over 2475376.03 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07216, over 21729.81 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2876, pruned_loss=0.06194, over 2467559.62 frames. utt_duration=1231 frames, utt_pad_proportion=0.06954, over 8026.83 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3111, pruned_loss=0.07626, over 2475874.95 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07302, over 23229.10 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 09:12:17,789 INFO [train.py:927] (4/8) Epoch 15, batch 16400, giga_loss[loss=0.2188, simple_loss=0.3028, pruned_loss=0.06743, over 12438.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3079, pruned_loss=0.07534, over 2474113.35 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07825, over 21809.58 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2875, pruned_loss=0.06198, over 2467770.53 frames. utt_duration=1236 frames, utt_pad_proportion=0.06798, over 7996.52 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07676, over 2474488.43 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07919, over 23431.35 utterances.], batch size: 146, lr: 2.61e-04
2022-08-30 09:14:02,205 INFO [train.py:927] (4/8) Epoch 15, batch 16450, giga_loss[loss=0.3837, simple_loss=0.4052, pruned_loss=0.1811, over 12404.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3089, pruned_loss=0.07646, over 2473690.46 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07543, over 21309.21 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2875, pruned_loss=0.06213, over 2467855.57 frames. utt_duration=1239 frames, utt_pad_proportion=0.06673, over 7977.93 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3117, pruned_loss=0.07775, over 2474030.78 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07683, over 22913.77 utterances.], batch size: 259, lr: 2.61e-04
2022-08-30 09:15:48,217 INFO [train.py:927] (4/8) Epoch 15, batch 16500, giga_loss[loss=0.2443, simple_loss=0.3099, pruned_loss=0.08935, over 12266.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02776, over 54.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3097, pruned_loss=0.07694, over 2473417.80 frames. utt_duration=464 frames, utt_pad_proportion=0.07749, over 21388.57 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2874, pruned_loss=0.06201, over 2467699.86 frames. utt_duration=1241 frames, utt_pad_proportion=0.066, over 7963.36 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07823, over 2473882.99 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07871, over 22829.49 utterances.], batch size: 54, lr: 2.61e-04
2022-08-30 09:17:34,084 INFO [train.py:927] (4/8) Epoch 15, batch 16550, libri_loss[loss=0.1496, simple_loss=0.2321, pruned_loss=0.03357, over 12285.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009845, over 28.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3096, pruned_loss=0.07702, over 2474064.58 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07813, over 21432.66 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2874, pruned_loss=0.06202, over 2467721.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.06524, over 7948.71 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3123, pruned_loss=0.07855, over 2474628.34 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07942, over 23039.78 utterances.], batch size: 28, lr: 2.61e-04
2022-08-30 09:19:21,117 INFO [train.py:927] (4/8) Epoch 15, batch 16600, giga_loss[loss=0.2129, simple_loss=0.2986, pruned_loss=0.06359, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3104, pruned_loss=0.0773, over 2474545.94 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07354, over 20880.94 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2876, pruned_loss=0.0622, over 2467784.41 frames. utt_duration=1244 frames, utt_pad_proportion=0.06477, over 7945.21 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3127, pruned_loss=0.07847, over 2474997.01 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07505, over 22266.19 utterances.], batch size: 75, lr: 2.61e-04
2022-08-30 09:21:04,786 INFO [train.py:927] (4/8) Epoch 15, batch 16650, giga_loss[loss=0.1981, simple_loss=0.2868, pruned_loss=0.05469, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04167, over 31.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3112, pruned_loss=0.07793, over 2474024.83 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06827, over 20168.49 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2872, pruned_loss=0.0621, over 2467622.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.06357, over 7912.92 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3139, pruned_loss=0.0793, over 2474662.03 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07026, over 21580.29 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 09:22:47,484 INFO [train.py:927] (4/8) Epoch 15, batch 16700, giga_loss[loss=0.2544, simple_loss=0.3273, pruned_loss=0.09071, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07231, over 212.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3113, pruned_loss=0.07816, over 2474559.91 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07348, over 20516.20 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2878, pruned_loss=0.06255, over 2468016.55 frames. utt_duration=1239 frames, utt_pad_proportion=0.06661, over 7976.07 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3139, pruned_loss=0.07951, over 2474998.00 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0739, over 22130.20 utterances.], batch size: 212, lr: 2.60e-04
2022-08-30 09:24:30,214 INFO [train.py:927] (4/8) Epoch 15, batch 16750, giga_loss[loss=0.2231, simple_loss=0.2992, pruned_loss=0.07347, over 12423.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0472, over 34.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3121, pruned_loss=0.07825, over 2474969.06 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07262, over 20756.77 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.287, pruned_loss=0.06233, over 2467702.68 frames. utt_duration=1247 frames, utt_pad_proportion=0.06538, over 7923.55 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3157, pruned_loss=0.07998, over 2475819.11 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07345, over 22467.53 utterances.], batch size: 34, lr: 2.60e-04
2022-08-30 09:26:14,467 INFO [train.py:927] (4/8) Epoch 15, batch 16800, libri_loss[loss=0.1918, simple_loss=0.2723, pruned_loss=0.05563, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006456, over 31.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3109, pruned_loss=0.07753, over 2475091.78 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07178, over 20481.66 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2871, pruned_loss=0.06239, over 2467678.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.06513, over 7940.92 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.314, pruned_loss=0.07914, over 2475937.44 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07265, over 22059.64 utterances.], batch size: 31, lr: 2.60e-04
2022-08-30 09:27:59,513 INFO [train.py:927] (4/8) Epoch 15, batch 16850, giga_loss[loss=0.2267, simple_loss=0.3123, pruned_loss=0.07056, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03543, over 122.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3121, pruned_loss=0.07818, over 2474662.61 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0725, over 20963.13 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.287, pruned_loss=0.0623, over 2467697.14 frames. utt_duration=1246 frames, utt_pad_proportion=0.06454, over 7932.16 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07995, over 2475507.15 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07337, over 22569.81 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 09:29:47,897 INFO [train.py:927] (4/8) Epoch 15, batch 16900, libri_loss[loss=0.1996, simple_loss=0.2816, pruned_loss=0.05883, over 12374.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.00755, over 38.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3119, pruned_loss=0.07833, over 2475092.67 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07305, over 21123.01 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2867, pruned_loss=0.06218, over 2467643.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.06331, over 7904.25 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3153, pruned_loss=0.08019, over 2475995.02 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07413, over 22720.93 utterances.], batch size: 38, lr: 2.60e-04
2022-08-30 09:31:31,138 INFO [train.py:927] (4/8) Epoch 15, batch 16950, giga_loss[loss=0.2448, simple_loss=0.3157, pruned_loss=0.08695, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.314, pruned_loss=0.08009, over 2474918.53 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07886, over 22044.67 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.287, pruned_loss=0.06227, over 2467708.20 frames. utt_duration=1240 frames, utt_pad_proportion=0.06679, over 7969.99 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3169, pruned_loss=0.08181, over 2475707.30 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07847, over 23503.47 utterances.], batch size: 183, lr: 2.60e-04
2022-08-30 09:33:13,931 INFO [train.py:927] (4/8) Epoch 15, batch 17000, giga_loss[loss=0.2237, simple_loss=0.3086, pruned_loss=0.06937, over 12392.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.0802, over 2474942.48 frames. utt_duration=441 frames, utt_pad_proportion=0.08312, over 22523.14 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.06252, over 2468019.54 frames. utt_duration=1230 frames, utt_pad_proportion=0.06965, over 8034.90 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3172, pruned_loss=0.08192, over 2475531.98 frames. utt_duration=412.6 frames, utt_pad_proportion=0.0819, over 24086.43 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 09:34:57,810 INFO [train.py:927] (4/8) Epoch 15, batch 17050, giga_loss[loss=0.2717, simple_loss=0.3458, pruned_loss=0.09876, over 12458.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03145, over 86.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3145, pruned_loss=0.07961, over 2475632.65 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08011, over 22391.12 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2878, pruned_loss=0.06263, over 2468155.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06812, over 8003.17 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3172, pruned_loss=0.08137, over 2476174.50 frames. utt_duration=413 frames, utt_pad_proportion=0.0799, over 24068.27 utterances.], batch size: 86, lr: 2.60e-04
2022-08-30 09:36:44,360 INFO [train.py:927] (4/8) Epoch 15, batch 17100, giga_loss[loss=0.2757, simple_loss=0.3445, pruned_loss=0.1034, over 12384.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07471, over 213.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3124, pruned_loss=0.07824, over 2475730.37 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07726, over 21433.89 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2876, pruned_loss=0.06258, over 2468347.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.06752, over 8001.32 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3151, pruned_loss=0.07998, over 2476117.86 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07752, over 23019.82 utterances.], batch size: 213, lr: 2.60e-04
2022-08-30 09:38:26,513 INFO [train.py:927] (4/8) Epoch 15, batch 17150, giga_loss[loss=0.209, simple_loss=0.2914, pruned_loss=0.06332, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.0294, over 42.00 utterances.], tot_loss[loss=0.232, simple_loss=0.31, pruned_loss=0.07699, over 2475967.22 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08023, over 21538.69 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.288, pruned_loss=0.0629, over 2468525.46 frames. utt_duration=1212 frames, utt_pad_proportion=0.07521, over 8155.14 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07827, over 2476214.82 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0779, over 22842.09 utterances.], batch size: 42, lr: 2.60e-04
2022-08-30 09:40:11,875 INFO [train.py:927] (4/8) Epoch 15, batch 17200, giga_loss[loss=0.2196, simple_loss=0.2956, pruned_loss=0.07174, over 12425.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03776, over 86.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3071, pruned_loss=0.07601, over 2475577.73 frames. utt_duration=465 frames, utt_pad_proportion=0.08168, over 21362.77 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2882, pruned_loss=0.06303, over 2468518.44 frames. utt_duration=1206 frames, utt_pad_proportion=0.07793, over 8198.25 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3093, pruned_loss=0.07729, over 2475990.03 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07889, over 22744.36 utterances.], batch size: 86, lr: 2.60e-04
2022-08-30 09:41:59,670 INFO [train.py:927] (4/8) Epoch 15, batch 17250, giga_loss[loss=0.2182, simple_loss=0.3099, pruned_loss=0.06329, over 12398.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05349, over 162.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3057, pruned_loss=0.07457, over 2475493.05 frames. utt_duration=464.5 frames, utt_pad_proportion=0.08057, over 21384.77 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.288, pruned_loss=0.06296, over 2468260.45 frames. utt_duration=1210 frames, utt_pad_proportion=0.07689, over 8170.48 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3079, pruned_loss=0.07588, over 2476189.35 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07881, over 22757.07 utterances.], batch size: 162, lr: 2.60e-04
2022-08-30 09:43:51,442 INFO [train.py:927] (4/8) Epoch 15, batch 17300, giga_loss[loss=0.2068, simple_loss=0.3038, pruned_loss=0.05485, over 12432.00 frames. utt_duration=479.5 frames, utt_pad_proportion=0.02933, over 104.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3042, pruned_loss=0.07123, over 2475976.88 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07826, over 21514.43 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.288, pruned_loss=0.06303, over 2468317.60 frames. utt_duration=1209 frames, utt_pad_proportion=0.0766, over 8176.34 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3063, pruned_loss=0.07244, over 2476636.44 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07709, over 22895.51 utterances.], batch size: 104, lr: 2.60e-04
2022-08-30 09:45:35,950 INFO [train.py:927] (4/8) Epoch 15, batch 17350, giga_loss[loss=0.204, simple_loss=0.2978, pruned_loss=0.05514, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03651, over 105.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3017, pruned_loss=0.06849, over 2475803.26 frames. utt_duration=441.9 frames, utt_pad_proportion=0.0791, over 22482.52 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2878, pruned_loss=0.06295, over 2468034.56 frames. utt_duration=1211 frames, utt_pad_proportion=0.07536, over 8160.25 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3042, pruned_loss=0.06982, over 2476868.48 frames. utt_duration=411 frames, utt_pad_proportion=0.07858, over 24192.62 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 09:47:20,548 INFO [train.py:927] (4/8) Epoch 15, batch 17400, giga_loss[loss=0.2076, simple_loss=0.3091, pruned_loss=0.05306, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04309, over 114.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3008, pruned_loss=0.06581, over 2475935.08 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07731, over 22671.74 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2881, pruned_loss=0.06313, over 2468135.31 frames. utt_duration=1211 frames, utt_pad_proportion=0.07458, over 8159.43 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3027, pruned_loss=0.0668, over 2476864.05 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07727, over 24359.12 utterances.], batch size: 114, lr: 2.60e-04
2022-08-30 09:49:04,305 INFO [train.py:927] (4/8) Epoch 15, batch 17450, giga_loss[loss=0.2116, simple_loss=0.2961, pruned_loss=0.06356, over 12367.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3004, pruned_loss=0.06488, over 2475558.75 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07487, over 22926.02 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2878, pruned_loss=0.06297, over 2468273.61 frames. utt_duration=1212 frames, utt_pad_proportion=0.07403, over 8153.16 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3024, pruned_loss=0.06582, over 2476262.80 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07513, over 24459.03 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 09:50:47,598 INFO [train.py:927] (4/8) Epoch 15, batch 17500, libri_loss[loss=0.1933, simple_loss=0.2657, pruned_loss=0.06044, over 12336.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006157, over 33.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2978, pruned_loss=0.06287, over 2475502.85 frames. utt_duration=429 frames, utt_pad_proportion=0.07379, over 23159.26 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2879, pruned_loss=0.06284, over 2468180.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.07204, over 8111.57 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2998, pruned_loss=0.06377, over 2476426.59 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07467, over 25010.48 utterances.], batch size: 33, lr: 2.60e-04
2022-08-30 09:52:32,351 INFO [train.py:927] (4/8) Epoch 15, batch 17550, giga_loss[loss=0.1845, simple_loss=0.2804, pruned_loss=0.04426, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04277, over 146.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2962, pruned_loss=0.06154, over 2475521.39 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07505, over 23551.06 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2877, pruned_loss=0.06292, over 2468396.13 frames. utt_duration=1218 frames, utt_pad_proportion=0.07167, over 8116.92 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2981, pruned_loss=0.06219, over 2476219.39 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07579, over 25371.63 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 09:54:16,096 INFO [train.py:927] (4/8) Epoch 15, batch 17600, libri_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05035, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01474, over 40.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2945, pruned_loss=0.05968, over 2475924.45 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07074, over 22931.02 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2879, pruned_loss=0.06302, over 2468408.80 frames. utt_duration=1224 frames, utt_pad_proportion=0.06977, over 8078.45 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2961, pruned_loss=0.06004, over 2476701.86 frames. utt_duration=399 frames, utt_pad_proportion=0.07224, over 24919.10 utterances.], batch size: 40, lr: 2.60e-04
2022-08-30 09:55:59,854 INFO [train.py:927] (4/8) Epoch 15, batch 17650, giga_loss[loss=0.1962, simple_loss=0.277, pruned_loss=0.0577, over 12406.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0383, over 113.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2915, pruned_loss=0.05849, over 2475271.62 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07125, over 22978.69 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2875, pruned_loss=0.06292, over 2467874.40 frames. utt_duration=1234 frames, utt_pad_proportion=0.06761, over 8012.20 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05869, over 2476702.02 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07308, over 25282.94 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 09:57:44,710 INFO [train.py:927] (4/8) Epoch 15, batch 17700, giga_loss[loss=0.227, simple_loss=0.3175, pruned_loss=0.06831, over 12391.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2893, pruned_loss=0.05716, over 2475725.25 frames. utt_duration=424 frames, utt_pad_proportion=0.07181, over 23434.81 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2875, pruned_loss=0.06297, over 2468009.07 frames. utt_duration=1235 frames, utt_pad_proportion=0.06708, over 8000.11 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2908, pruned_loss=0.05722, over 2476797.78 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07338, over 25406.47 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 09:59:41,269 INFO [train.py:927] (4/8) Epoch 15, batch 17750, giga_loss[loss=0.2139, simple_loss=0.296, pruned_loss=0.06585, over 12370.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1799, over 358.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2915, pruned_loss=0.05822, over 2475513.97 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07602, over 24953.62 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2878, pruned_loss=0.0632, over 2467886.87 frames. utt_duration=1237 frames, utt_pad_proportion=0.06634, over 7990.03 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05797, over 2476631.65 frames. utt_duration=370.9 frames, utt_pad_proportion=0.07715, over 26809.99 utterances.], batch size: 358, lr: 2.60e-04
2022-08-30 10:01:47,749 INFO [train.py:927] (4/8) Epoch 15, batch 17800, giga_loss[loss=0.267, simple_loss=0.3398, pruned_loss=0.09705, over 12360.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2916, pruned_loss=0.0574, over 2475890.84 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06995, over 24939.96 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2878, pruned_loss=0.06314, over 2467586.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06584, over 7976.16 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05721, over 2477107.32 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07134, over 26565.56 utterances.], batch size: 97, lr: 2.60e-04
2022-08-30 10:03:50,669 INFO [train.py:927] (4/8) Epoch 15, batch 17850, giga_loss[loss=0.1965, simple_loss=0.2852, pruned_loss=0.05384, over 12407.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2905, pruned_loss=0.05576, over 2476445.52 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07277, over 25891.98 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.288, pruned_loss=0.06321, over 2467911.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06509, over 7959.63 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2909, pruned_loss=0.05545, over 2477225.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.07388, over 27416.89 utterances.], batch size: 257, lr: 2.60e-04
2022-08-30 10:05:56,629 INFO [train.py:927] (4/8) Epoch 15, batch 17900, libri_loss[loss=0.1557, simple_loss=0.2386, pruned_loss=0.03645, over 12444.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009739, over 29.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.288, pruned_loss=0.05489, over 2476722.14 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06972, over 24980.39 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2877, pruned_loss=0.06298, over 2468181.05 frames. utt_duration=1247 frames, utt_pad_proportion=0.0639, over 7929.05 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2888, pruned_loss=0.05466, over 2477318.96 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07115, over 26699.14 utterances.], batch size: 29, lr: 2.60e-04
2022-08-30 10:07:51,030 INFO [train.py:927] (4/8) Epoch 15, batch 17950, giga_loss[loss=0.2271, simple_loss=0.3215, pruned_loss=0.06633, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02864, over 122.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2863, pruned_loss=0.054, over 2476630.42 frames. utt_duration=400 frames, utt_pad_proportion=0.06987, over 24847.67 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2875, pruned_loss=0.06296, over 2468150.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.06191, over 7882.96 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2871, pruned_loss=0.05348, over 2477505.12 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07161, over 26997.82 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:09:54,986 INFO [train.py:927] (4/8) Epoch 15, batch 18000, giga_loss[loss=0.1741, simple_loss=0.275, pruned_loss=0.03658, over 12385.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.026, over 66.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2873, pruned_loss=0.05386, over 2476925.03 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06865, over 24187.78 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2873, pruned_loss=0.06279, over 2467882.17 frames. utt_duration=1254 frames, utt_pad_proportion=0.06122, over 7883.62 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2881, pruned_loss=0.0533, over 2478150.05 frames. utt_duration=376 frames, utt_pad_proportion=0.0704, over 26453.03 utterances.], batch size: 66, lr: 2.60e-04
2022-08-30 10:09:54,987 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 10:10:09,659 INFO [train.py:967] (4/8) 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 10:12:15,129 INFO [train.py:927] (4/8) Epoch 15, batch 18050, giga_loss[loss=0.2234, simple_loss=0.309, pruned_loss=0.06891, over 12418.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06895, over 212.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05317, over 2476850.32 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06548, over 23384.40 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2874, pruned_loss=0.06287, over 2467703.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.05988, over 7854.35 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.287, pruned_loss=0.05238, over 2478266.89 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06756, over 25667.90 utterances.], batch size: 212, lr: 2.60e-04
2022-08-30 10:14:13,623 INFO [train.py:927] (4/8) Epoch 15, batch 18100, giga_loss[loss=0.2105, simple_loss=0.3148, pruned_loss=0.05314, over 12409.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.0407, over 105.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2889, pruned_loss=0.05373, over 2476738.65 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06449, over 23300.95 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2875, pruned_loss=0.06299, over 2467595.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.06232, over 7911.94 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2892, pruned_loss=0.05273, over 2478202.56 frames. utt_duration=390 frames, utt_pad_proportion=0.06552, over 25496.24 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 10:16:17,373 INFO [train.py:927] (4/8) Epoch 15, batch 18150, giga_loss[loss=0.2051, simple_loss=0.3127, pruned_loss=0.0488, over 12426.00 frames. utt_duration=372 frames, utt_pad_proportion=0.04617, over 134.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2895, pruned_loss=0.053, over 2477045.76 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06602, over 24137.00 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2872, pruned_loss=0.06293, over 2467397.35 frames. utt_duration=1254 frames, utt_pad_proportion=0.06094, over 7876.98 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.29, pruned_loss=0.052, over 2478659.13 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06708, over 26341.56 utterances.], batch size: 134, lr: 2.60e-04
2022-08-30 10:18:24,398 INFO [train.py:927] (4/8) Epoch 15, batch 18200, giga_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.06089, over 12417.00 frames. utt_duration=408 frames, utt_pad_proportion=0.0309, over 122.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2905, pruned_loss=0.0535, over 2477190.93 frames. utt_duration=408.5 frames, utt_pad_proportion=0.0668, over 24326.91 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2873, pruned_loss=0.06314, over 2466932.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.0601, over 7865.63 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2909, pruned_loss=0.05233, over 2479091.16 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06786, over 26393.55 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:20:45,829 INFO [train.py:927] (4/8) Epoch 15, batch 18250, giga_loss[loss=0.2129, simple_loss=0.2992, pruned_loss=0.0633, over 12405.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06977, over 211.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.291, pruned_loss=0.05471, over 2477158.38 frames. utt_duration=400.7 frames, utt_pad_proportion=0.0722, over 24802.36 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2881, pruned_loss=0.0635, over 2467133.87 frames. utt_duration=1242 frames, utt_pad_proportion=0.06391, over 7955.67 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2907, pruned_loss=0.05324, over 2478730.30 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07177, over 26761.01 utterances.], batch size: 211, lr: 2.60e-04
2022-08-30 10:22:51,990 INFO [train.py:927] (4/8) Epoch 15, batch 18300, giga_loss[loss=0.1962, simple_loss=0.2959, pruned_loss=0.04827, over 12438.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05653, over 182.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2887, pruned_loss=0.05377, over 2477680.04 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06766, over 23798.16 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2881, pruned_loss=0.06349, over 2467005.04 frames. utt_duration=1241 frames, utt_pad_proportion=0.06284, over 7960.38 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2884, pruned_loss=0.05222, over 2479513.97 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06802, over 26053.56 utterances.], batch size: 182, lr: 2.60e-04
2022-08-30 10:24:59,899 INFO [train.py:927] (4/8) Epoch 15, batch 18350, giga_loss[loss=0.192, simple_loss=0.2952, pruned_loss=0.04436, over 12334.00 frames. utt_duration=706 frames, utt_pad_proportion=0.02757, over 70.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2858, pruned_loss=0.0526, over 2477670.50 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06674, over 23435.96 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2879, pruned_loss=0.0633, over 2467277.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.06164, over 7931.67 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2859, pruned_loss=0.05132, over 2479116.15 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06746, over 25607.94 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 10:27:03,878 INFO [train.py:927] (4/8) Epoch 15, batch 18400, giga_loss[loss=0.1935, simple_loss=0.2753, pruned_loss=0.05589, over 12451.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02607, over 122.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.05328, over 2477878.33 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06936, over 23926.62 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2881, pruned_loss=0.06323, over 2467132.21 frames. utt_duration=1235 frames, utt_pad_proportion=0.065, over 7999.89 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2873, pruned_loss=0.05204, over 2479458.74 frames. utt_duration=382 frames, utt_pad_proportion=0.06889, over 26040.89 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:28:56,116 INFO [train.py:927] (4/8) Epoch 15, batch 18450, giga_loss[loss=0.1725, simple_loss=0.2649, pruned_loss=0.04006, over 12351.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05337, over 2478177.78 frames. utt_duration=430.3 frames, utt_pad_proportion=0.06635, over 23103.08 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2882, pruned_loss=0.06312, over 2467439.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06329, over 7968.42 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2862, pruned_loss=0.05214, over 2479518.81 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06671, over 25334.40 utterances.], batch size: 58, lr: 2.60e-04
2022-08-30 10:31:04,041 INFO [train.py:927] (4/8) Epoch 15, batch 18500, giga_loss[loss=0.195, simple_loss=0.2967, pruned_loss=0.04659, over 12387.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03038, over 51.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2867, pruned_loss=0.05321, over 2478053.88 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06641, over 22705.01 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2881, pruned_loss=0.06313, over 2467207.07 frames. utt_duration=1232 frames, utt_pad_proportion=0.06682, over 8020.66 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2866, pruned_loss=0.052, over 2479580.97 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06567, over 24776.57 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 10:33:21,919 INFO [train.py:927] (4/8) Epoch 15, batch 18550, giga_loss[loss=0.1653, simple_loss=0.2647, pruned_loss=0.03302, over 12360.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02544, over 66.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2875, pruned_loss=0.05355, over 2477876.89 frames. utt_duration=436.3 frames, utt_pad_proportion=0.06835, over 22779.01 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.06345, over 2467087.52 frames. utt_duration=1229 frames, utt_pad_proportion=0.06821, over 8037.46 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2868, pruned_loss=0.05178, over 2479779.50 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06719, over 25208.78 utterances.], batch size: 66, lr: 2.60e-04
2022-08-30 10:35:26,590 INFO [train.py:927] (4/8) Epoch 15, batch 18600, giga_loss[loss=0.1643, simple_loss=0.2522, pruned_loss=0.03826, over 12340.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03125, over 51.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2831, pruned_loss=0.05231, over 2477771.25 frames. utt_duration=444.8 frames, utt_pad_proportion=0.06643, over 22339.45 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2885, pruned_loss=0.06338, over 2466894.30 frames. utt_duration=1230 frames, utt_pad_proportion=0.06762, over 8035.36 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.05067, over 2479754.39 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06583, over 24673.98 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 10:37:22,259 INFO [train.py:927] (4/8) Epoch 15, batch 18650, giga_loss[loss=0.1981, simple_loss=0.2813, pruned_loss=0.05746, over 12389.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03473, over 122.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2811, pruned_loss=0.05134, over 2477612.73 frames. utt_duration=435.1 frames, utt_pad_proportion=0.06862, over 22839.73 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2884, pruned_loss=0.06335, over 2466957.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.0669, over 8025.82 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2807, pruned_loss=0.04992, over 2479281.06 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06823, over 24899.56 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:39:18,493 INFO [train.py:927] (4/8) Epoch 15, batch 18700, giga_loss[loss=0.1942, simple_loss=0.2869, pruned_loss=0.05073, over 12416.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06906, over 211.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2821, pruned_loss=0.05185, over 2477628.12 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06951, over 22985.22 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2894, pruned_loss=0.064, over 2467232.15 frames. utt_duration=1206 frames, utt_pad_proportion=0.07436, over 8192.20 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2807, pruned_loss=0.04975, over 2479106.73 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06709, over 25025.83 utterances.], batch size: 211, lr: 2.60e-04
2022-08-30 10:41:33,306 INFO [train.py:927] (4/8) Epoch 15, batch 18750, giga_loss[loss=0.1678, simple_loss=0.2602, pruned_loss=0.03765, over 12406.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09767, over 256.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.281, pruned_loss=0.05136, over 2477652.94 frames. utt_duration=417 frames, utt_pad_proportion=0.07256, over 23832.34 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2892, pruned_loss=0.06376, over 2467096.82 frames. utt_duration=1209 frames, utt_pad_proportion=0.07355, over 8174.67 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2799, pruned_loss=0.04968, over 2479160.56 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07071, over 25762.92 utterances.], batch size: 256, lr: 2.60e-04
2022-08-30 10:43:43,608 INFO [train.py:927] (4/8) Epoch 15, batch 18800, giga_loss[loss=0.2266, simple_loss=0.304, pruned_loss=0.07458, over 12398.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2804, pruned_loss=0.05125, over 2476771.32 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07251, over 24705.81 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2891, pruned_loss=0.06368, over 2466647.34 frames. utt_duration=1200 frames, utt_pad_proportion=0.07449, over 8232.24 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2794, pruned_loss=0.04971, over 2478592.97 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07083, over 26535.09 utterances.], batch size: 257, lr: 2.60e-04
2022-08-30 10:45:42,475 INFO [train.py:927] (4/8) Epoch 15, batch 18850, giga_loss[loss=0.1867, simple_loss=0.2725, pruned_loss=0.05041, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02739, over 58.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2816, pruned_loss=0.05231, over 2477119.76 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06893, over 24690.91 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2896, pruned_loss=0.06402, over 2466935.29 frames. utt_duration=1203 frames, utt_pad_proportion=0.07312, over 8213.50 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2802, pruned_loss=0.05052, over 2478546.33 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06818, over 26546.89 utterances.], batch size: 58, lr: 2.60e-04
2022-08-30 10:47:39,402 INFO [train.py:927] (4/8) Epoch 15, batch 18900, giga_loss[loss=0.2938, simple_loss=0.3814, pruned_loss=0.1031, over 12409.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.0587, over 182.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2829, pruned_loss=0.0519, over 2476797.12 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06868, over 24724.14 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2896, pruned_loss=0.06387, over 2466535.87 frames. utt_duration=1206 frames, utt_pad_proportion=0.07234, over 8188.45 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2817, pruned_loss=0.05044, over 2478398.26 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06829, over 26426.72 utterances.], batch size: 182, lr: 2.60e-04
2022-08-30 10:49:39,650 INFO [train.py:927] (4/8) Epoch 15, batch 18950, giga_loss[loss=0.1761, simple_loss=0.2773, pruned_loss=0.03741, over 12336.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0312, over 70.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2845, pruned_loss=0.05199, over 2476440.62 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06735, over 24448.67 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2896, pruned_loss=0.06393, over 2466445.90 frames. utt_duration=1210 frames, utt_pad_proportion=0.07128, over 8162.87 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2834, pruned_loss=0.05058, over 2477956.22 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06739, over 26110.43 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 10:51:36,670 INFO [train.py:927] (4/8) Epoch 15, batch 19000, giga_loss[loss=0.2032, simple_loss=0.2846, pruned_loss=0.06092, over 12415.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09634, over 256.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05161, over 2476648.89 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06438, over 23664.46 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2896, pruned_loss=0.06388, over 2466550.60 frames. utt_duration=1211 frames, utt_pad_proportion=0.07049, over 8154.67 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.283, pruned_loss=0.05032, over 2477937.20 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06477, over 25278.03 utterances.], batch size: 256, lr: 2.60e-04
2022-08-30 10:53:36,842 INFO [train.py:927] (4/8) Epoch 15, batch 19050, giga_loss[loss=0.1755, simple_loss=0.2664, pruned_loss=0.0423, over 12414.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04321, over 146.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05078, over 2476744.93 frames. utt_duration=425.3 frames, utt_pad_proportion=0.0618, over 23359.46 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2899, pruned_loss=0.06396, over 2466612.40 frames. utt_duration=1208 frames, utt_pad_proportion=0.06996, over 8177.49 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2813, pruned_loss=0.04947, over 2477902.93 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06236, over 24885.78 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 10:55:38,543 INFO [train.py:927] (4/8) Epoch 15, batch 19100, giga_loss[loss=0.2213, simple_loss=0.3086, pruned_loss=0.06699, over 12359.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05135, over 2477282.42 frames. utt_duration=439.1 frames, utt_pad_proportion=0.0589, over 22631.08 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2905, pruned_loss=0.06429, over 2467165.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.07267, over 8255.12 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.282, pruned_loss=0.04962, over 2478025.44 frames. utt_duration=409.9 frames, utt_pad_proportion=0.05868, over 24251.91 utterances.], batch size: 97, lr: 2.60e-04
2022-08-30 10:57:38,368 INFO [train.py:927] (4/8) Epoch 15, batch 19150, giga_loss[loss=0.1935, simple_loss=0.2876, pruned_loss=0.04966, over 12426.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03346, over 75.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.285, pruned_loss=0.0523, over 2477460.42 frames. utt_duration=430.1 frames, utt_pad_proportion=0.05812, over 23103.65 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2901, pruned_loss=0.06396, over 2467522.36 frames. utt_duration=1201 frames, utt_pad_proportion=0.071, over 8230.72 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2838, pruned_loss=0.05081, over 2478071.56 frames. utt_duration=399.5 frames, utt_pad_proportion=0.05836, over 24889.12 utterances.], batch size: 75, lr: 2.60e-04
2022-08-30 10:59:32,426 INFO [train.py:927] (4/8) Epoch 15, batch 19200, giga_loss[loss=0.1779, simple_loss=0.2737, pruned_loss=0.04108, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02315, over 55.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05346, over 2477415.23 frames. utt_duration=416.6 frames, utt_pad_proportion=0.0617, over 23856.27 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06413, over 2467761.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.06999, over 8209.17 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2862, pruned_loss=0.05192, over 2477855.38 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06195, over 25599.77 utterances.], batch size: 55, lr: 2.60e-04
2022-08-30 11:01:50,180 INFO [train.py:927] (4/8) Epoch 15, batch 19250, giga_loss[loss=0.1862, simple_loss=0.2831, pruned_loss=0.04462, over 12432.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03794, over 133.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2881, pruned_loss=0.05353, over 2477451.24 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06322, over 24457.08 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2906, pruned_loss=0.06408, over 2467615.13 frames. utt_duration=1196 frames, utt_pad_proportion=0.07273, over 8261.95 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2869, pruned_loss=0.05206, over 2478212.14 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06247, over 26253.53 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 11:03:58,665 INFO [train.py:927] (4/8) Epoch 15, batch 19300, giga_loss[loss=0.2233, simple_loss=0.3113, pruned_loss=0.06766, over 12363.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03693, over 113.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05298, over 2476652.74 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06394, over 23862.89 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2907, pruned_loss=0.06431, over 2467254.10 frames. utt_duration=1189 frames, utt_pad_proportion=0.07571, over 8307.93 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2848, pruned_loss=0.05122, over 2477920.50 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06229, over 25778.42 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 11:06:03,713 INFO [train.py:927] (4/8) Epoch 15, batch 19350, giga_loss[loss=0.1504, simple_loss=0.2334, pruned_loss=0.03366, over 12312.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02714, over 45.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2849, pruned_loss=0.05295, over 2476707.42 frames. utt_duration=424.3 frames, utt_pad_proportion=0.0607, over 23416.22 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2905, pruned_loss=0.06418, over 2467295.77 frames. utt_duration=1195 frames, utt_pad_proportion=0.07433, over 8271.68 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.284, pruned_loss=0.05141, over 2477873.00 frames. utt_duration=392.9 frames, utt_pad_proportion=0.0599, over 25303.92 utterances.], batch size: 45, lr: 2.60e-04
2022-08-30 11:08:01,076 INFO [train.py:927] (4/8) Epoch 15, batch 19400, giga_loss[loss=0.192, simple_loss=0.289, pruned_loss=0.04751, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04658, over 146.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.284, pruned_loss=0.05261, over 2477824.70 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06148, over 23525.62 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06413, over 2467711.09 frames. utt_duration=1200 frames, utt_pad_proportion=0.073, over 8239.15 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2833, pruned_loss=0.05118, over 2478602.27 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06109, over 25389.05 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 11:10:00,123 INFO [train.py:927] (4/8) Epoch 15, batch 19450, giga_loss[loss=0.1746, simple_loss=0.2737, pruned_loss=0.03773, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02994, over 42.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2842, pruned_loss=0.05161, over 2477978.65 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06235, over 23571.17 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2899, pruned_loss=0.06398, over 2467792.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.072, over 8201.60 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.284, pruned_loss=0.05041, over 2478675.99 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06223, over 25354.73 utterances.], batch size: 42, lr: 2.60e-04
2022-08-30 11:11:54,508 INFO [train.py:927] (4/8) Epoch 15, batch 19500, giga_loss[loss=0.2011, simple_loss=0.2961, pruned_loss=0.05301, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0397, over 113.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.285, pruned_loss=0.05127, over 2478271.06 frames. utt_duration=419.4 frames, utt_pad_proportion=0.0613, over 23705.03 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2894, pruned_loss=0.06376, over 2467826.15 frames. utt_duration=1212 frames, utt_pad_proportion=0.07075, over 8154.97 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2851, pruned_loss=0.05023, over 2479033.69 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06158, over 25530.47 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 11:13:57,401 INFO [train.py:927] (4/8) Epoch 15, batch 19550, giga_loss[loss=0.2013, simple_loss=0.2885, pruned_loss=0.05699, over 12368.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2847, pruned_loss=0.05104, over 2478001.66 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06025, over 23231.43 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2894, pruned_loss=0.06376, over 2467826.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.06901, over 8116.98 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2846, pruned_loss=0.04981, over 2478936.41 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06098, over 25216.55 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 11:16:14,324 INFO [train.py:927] (4/8) Epoch 15, batch 19600, libri_loss[loss=0.23, simple_loss=0.3142, pruned_loss=0.07286, over 12398.00 frames. utt_duration=955.3 frames, utt_pad_proportion=0.07435, over 52.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2852, pruned_loss=0.05072, over 2478021.89 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06257, over 23831.15 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2894, pruned_loss=0.06365, over 2467791.58 frames. utt_duration=1216 frames, utt_pad_proportion=0.0684, over 8127.58 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2851, pruned_loss=0.04962, over 2478994.01 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06314, over 25688.19 utterances.], batch size: 52, lr: 2.60e-04
2022-08-30 11:18:31,049 INFO [train.py:927] (4/8) Epoch 15, batch 19650, giga_loss[loss=0.1751, simple_loss=0.2761, pruned_loss=0.03711, over 12333.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02999, over 66.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2882, pruned_loss=0.05169, over 2478238.35 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06252, over 23980.73 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2892, pruned_loss=0.06355, over 2467825.30 frames. utt_duration=1217 frames, utt_pad_proportion=0.06787, over 8121.61 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2882, pruned_loss=0.05073, over 2479114.27 frames. utt_duration=387.6 frames, utt_pad_proportion=0.0631, over 25663.10 utterances.], batch size: 66, lr: 2.60e-04
2022-08-30 11:20:49,102 INFO [train.py:927] (4/8) Epoch 15, batch 19700, giga_loss[loss=0.1722, simple_loss=0.2669, pruned_loss=0.0387, over 12484.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0313, over 43.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2866, pruned_loss=0.05113, over 2478975.21 frames. utt_duration=433.5 frames, utt_pad_proportion=0.05937, over 22938.53 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2892, pruned_loss=0.0635, over 2467854.85 frames. utt_duration=1216 frames, utt_pad_proportion=0.06741, over 8128.84 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2866, pruned_loss=0.05027, over 2479772.86 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06014, over 24454.93 utterances.], batch size: 43, lr: 2.59e-04
2022-08-30 11:22:54,698 INFO [train.py:927] (4/8) Epoch 15, batch 19750, giga_loss[loss=0.2027, simple_loss=0.2789, pruned_loss=0.06329, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2863, pruned_loss=0.05067, over 2479297.03 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06019, over 23460.96 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2895, pruned_loss=0.06355, over 2468044.98 frames. utt_duration=1206 frames, utt_pad_proportion=0.07119, over 8195.61 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2861, pruned_loss=0.04979, over 2479909.21 frames. utt_duration=401.1 frames, utt_pad_proportion=0.05962, over 24802.31 utterances.], batch size: 43, lr: 2.59e-04
2022-08-30 11:24:54,987 INFO [train.py:927] (4/8) Epoch 15, batch 19800, giga_loss[loss=0.2093, simple_loss=0.3009, pruned_loss=0.05882, over 12400.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07436, over 212.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2878, pruned_loss=0.05153, over 2478453.96 frames. utt_duration=420.4 frames, utt_pad_proportion=0.05926, over 23648.37 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06331, over 2467781.04 frames. utt_duration=1210 frames, utt_pad_proportion=0.06995, over 8165.03 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2878, pruned_loss=0.05075, over 2479409.60 frames. utt_duration=396.7 frames, utt_pad_proportion=0.05915, over 25074.85 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 11:26:47,140 INFO [train.py:927] (4/8) Epoch 15, batch 19850, giga_loss[loss=0.1837, simple_loss=0.2592, pruned_loss=0.05416, over 12362.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2868, pruned_loss=0.05151, over 2478317.16 frames. utt_duration=437.6 frames, utt_pad_proportion=0.05808, over 22717.30 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.0633, over 2467947.87 frames. utt_duration=1215 frames, utt_pad_proportion=0.06892, over 8136.95 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2868, pruned_loss=0.05068, over 2479112.27 frames. utt_duration=412 frames, utt_pad_proportion=0.05829, over 24139.24 utterances.], batch size: 352, lr: 2.59e-04
2022-08-30 11:28:38,238 INFO [train.py:927] (4/8) Epoch 15, batch 19900, giga_loss[loss=0.1945, simple_loss=0.2846, pruned_loss=0.05219, over 12420.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0502, over 161.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2858, pruned_loss=0.05166, over 2478244.37 frames. utt_duration=429.9 frames, utt_pad_proportion=0.05944, over 23123.21 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06325, over 2467946.06 frames. utt_duration=1220 frames, utt_pad_proportion=0.06781, over 8100.05 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.286, pruned_loss=0.05078, over 2479106.95 frames. utt_duration=403.7 frames, utt_pad_proportion=0.0598, over 24635.65 utterances.], batch size: 161, lr: 2.59e-04
2022-08-30 11:30:24,675 INFO [train.py:927] (4/8) Epoch 15, batch 19950, giga_loss[loss=0.2469, simple_loss=0.334, pruned_loss=0.07985, over 12397.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02605, over 48.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2917, pruned_loss=0.05493, over 2477136.03 frames. utt_duration=430.6 frames, utt_pad_proportion=0.06239, over 23075.73 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2889, pruned_loss=0.06331, over 2467892.60 frames. utt_duration=1219 frames, utt_pad_proportion=0.06775, over 8108.49 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2918, pruned_loss=0.05405, over 2477987.17 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06251, over 24448.39 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 11:32:04,917 INFO [train.py:927] (4/8) Epoch 15, batch 20000, giga_loss[loss=0.1878, simple_loss=0.2777, pruned_loss=0.04893, over 12408.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07248, over 212.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2922, pruned_loss=0.05543, over 2475935.48 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06127, over 21598.56 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.06335, over 2468161.46 frames. utt_duration=1218 frames, utt_pad_proportion=0.06695, over 8112.41 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2922, pruned_loss=0.05455, over 2476497.51 frames. utt_duration=433 frames, utt_pad_proportion=0.06165, over 22945.87 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 11:33:47,988 INFO [train.py:927] (4/8) Epoch 15, batch 20050, giga_loss[loss=0.1722, simple_loss=0.2535, pruned_loss=0.04546, over 12437.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2883, pruned_loss=0.05493, over 2475839.75 frames. utt_duration=463.5 frames, utt_pad_proportion=0.05988, over 21426.27 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2896, pruned_loss=0.06356, over 2468301.53 frames. utt_duration=1215 frames, utt_pad_proportion=0.06608, over 8134.69 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05384, over 2476369.71 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06047, over 22843.39 utterances.], batch size: 146, lr: 2.59e-04
2022-08-30 11:35:30,580 INFO [train.py:927] (4/8) Epoch 15, batch 20100, giga_loss[loss=0.167, simple_loss=0.2454, pruned_loss=0.04432, over 12406.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06924, over 212.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2808, pruned_loss=0.05241, over 2475590.05 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06183, over 21074.19 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.06373, over 2468490.47 frames. utt_duration=1201 frames, utt_pad_proportion=0.07004, over 8233.05 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2799, pruned_loss=0.05125, over 2475930.91 frames. utt_duration=445.9 frames, utt_pad_proportion=0.0608, over 22277.12 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 11:37:14,513 INFO [train.py:927] (4/8) Epoch 15, batch 20150, giga_loss[loss=0.1852, simple_loss=0.2708, pruned_loss=0.04977, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02648, over 48.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.274, pruned_loss=0.05011, over 2475337.76 frames. utt_duration=486.7 frames, utt_pad_proportion=0.05918, over 20403.20 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2899, pruned_loss=0.06365, over 2468527.06 frames. utt_duration=1202 frames, utt_pad_proportion=0.06986, over 8225.49 utterances.], giga_tot_loss[loss=0.1857, simple_loss=0.2733, pruned_loss=0.04904, over 2475672.34 frames. utt_duration=460.2 frames, utt_pad_proportion=0.05847, over 21581.64 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 11:38:57,825 INFO [train.py:927] (4/8) Epoch 15, batch 20200, giga_loss[loss=0.157, simple_loss=0.2365, pruned_loss=0.03873, over 12343.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03319, over 97.00 utterances.], tot_loss[loss=0.1833, simple_loss=0.2694, pruned_loss=0.04863, over 2474236.48 frames. utt_duration=494 frames, utt_pad_proportion=0.06001, over 20089.60 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2896, pruned_loss=0.0635, over 2468125.90 frames. utt_duration=1209 frames, utt_pad_proportion=0.06836, over 8174.37 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2686, pruned_loss=0.04753, over 2475058.26 frames. utt_duration=463.9 frames, utt_pad_proportion=0.05983, over 21405.69 utterances.], batch size: 97, lr: 2.59e-04
2022-08-30 11:40:40,046 INFO [train.py:927] (4/8) Epoch 15, batch 20250, giga_loss[loss=0.1686, simple_loss=0.2533, pruned_loss=0.04198, over 12356.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06142, over 182.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.2648, pruned_loss=0.04682, over 2474440.10 frames. utt_duration=507.2 frames, utt_pad_proportion=0.05628, over 19571.35 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06331, over 2468241.49 frames. utt_duration=1212 frames, utt_pad_proportion=0.0676, over 8153.89 utterances.], giga_tot_loss[loss=0.178, simple_loss=0.2642, pruned_loss=0.04589, over 2475075.24 frames. utt_duration=477.4 frames, utt_pad_proportion=0.05656, over 20798.04 utterances.], batch size: 182, lr: 2.59e-04
2022-08-30 11:42:22,693 INFO [train.py:927] (4/8) Epoch 15, batch 20300, giga_loss[loss=0.1337, simple_loss=0.2182, pruned_loss=0.02463, over 12389.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04595, over 26.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.2606, pruned_loss=0.04532, over 2474369.25 frames. utt_duration=514.3 frames, utt_pad_proportion=0.05982, over 19299.40 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2893, pruned_loss=0.06332, over 2468587.44 frames. utt_duration=1216 frames, utt_pad_proportion=0.06664, over 8132.97 utterances.], giga_tot_loss[loss=0.174, simple_loss=0.2595, pruned_loss=0.04427, over 2474667.15 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06013, over 20488.52 utterances.], batch size: 26, lr: 2.59e-04
2022-08-30 11:44:05,791 INFO [train.py:927] (4/8) Epoch 15, batch 20350, giga_loss[loss=0.1297, simple_loss=0.206, pruned_loss=0.02674, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03661, over 31.00 utterances.], tot_loss[loss=0.1718, simple_loss=0.2561, pruned_loss=0.04375, over 2473419.16 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06164, over 18846.63 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2891, pruned_loss=0.06318, over 2468432.01 frames. utt_duration=1222 frames, utt_pad_proportion=0.06516, over 8092.48 utterances.], giga_tot_loss[loss=0.1698, simple_loss=0.2546, pruned_loss=0.0425, over 2473974.57 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06231, over 20139.57 utterances.], batch size: 31, lr: 2.59e-04
2022-08-30 11:45:46,459 INFO [train.py:927] (4/8) Epoch 15, batch 20400, giga_loss[loss=0.2237, simple_loss=0.304, pruned_loss=0.07166, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02774, over 91.00 utterances.], tot_loss[loss=0.173, simple_loss=0.2567, pruned_loss=0.04466, over 2473865.86 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06284, over 19214.07 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2882, pruned_loss=0.06297, over 2468047.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06691, over 8082.77 utterances.], giga_tot_loss[loss=0.1705, simple_loss=0.2549, pruned_loss=0.04306, over 2474893.18 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06268, over 20723.80 utterances.], batch size: 91, lr: 2.59e-04
2022-08-30 11:47:29,440 INFO [train.py:927] (4/8) Epoch 15, batch 20450, giga_loss[loss=0.222, simple_loss=0.3178, pruned_loss=0.0631, over 12365.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2668, pruned_loss=0.04893, over 2473618.51 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06429, over 18916.24 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2884, pruned_loss=0.06297, over 2467992.96 frames. utt_duration=1224 frames, utt_pad_proportion=0.06625, over 8072.19 utterances.], giga_tot_loss[loss=0.1797, simple_loss=0.2647, pruned_loss=0.04737, over 2474589.88 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06431, over 20332.67 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 11:49:14,911 INFO [train.py:927] (4/8) Epoch 15, batch 20500, giga_loss[loss=0.2103, simple_loss=0.2997, pruned_loss=0.06045, over 12155.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.0409, over 33.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.275, pruned_loss=0.05218, over 2473611.14 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06293, over 18420.34 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06304, over 2468208.42 frames. utt_duration=1221 frames, utt_pad_proportion=0.06661, over 8094.49 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2729, pruned_loss=0.05078, over 2474224.08 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06286, over 19612.40 utterances.], batch size: 33, lr: 2.59e-04
2022-08-30 11:50:58,132 INFO [train.py:927] (4/8) Epoch 15, batch 20550, giga_loss[loss=0.2002, simple_loss=0.2892, pruned_loss=0.05557, over 12418.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04255, over 146.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2794, pruned_loss=0.05321, over 2473983.65 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06549, over 18825.19 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06312, over 2468228.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.06945, over 8145.78 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2773, pruned_loss=0.0518, over 2474580.69 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06436, over 19969.51 utterances.], batch size: 146, lr: 2.59e-04
2022-08-30 11:52:41,839 INFO [train.py:927] (4/8) Epoch 15, batch 20600, giga_loss[loss=0.2082, simple_loss=0.2915, pruned_loss=0.06244, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03172, over 42.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2832, pruned_loss=0.05563, over 2473311.72 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06629, over 18653.63 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06333, over 2468384.47 frames. utt_duration=1206 frames, utt_pad_proportion=0.07185, over 8200.06 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2811, pruned_loss=0.05402, over 2473843.71 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06442, over 19860.10 utterances.], batch size: 42, lr: 2.59e-04
2022-08-30 11:54:25,965 INFO [train.py:927] (4/8) Epoch 15, batch 20650, giga_loss[loss=0.1973, simple_loss=0.2853, pruned_loss=0.05469, over 12436.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0416, over 34.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2879, pruned_loss=0.05764, over 2473253.61 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06322, over 18163.42 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06344, over 2468303.94 frames. utt_duration=1207 frames, utt_pad_proportion=0.07127, over 8191.08 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2859, pruned_loss=0.05622, over 2473780.50 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06206, over 19210.20 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 11:56:10,199 INFO [train.py:927] (4/8) Epoch 15, batch 20700, giga_loss[loss=0.237, simple_loss=0.3158, pruned_loss=0.0791, over 12258.00 frames. utt_duration=1887 frames, utt_pad_proportion=0.05593, over 26.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2924, pruned_loss=0.05962, over 2473155.17 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06754, over 18608.38 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2901, pruned_loss=0.06356, over 2468420.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.07066, over 8191.63 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2904, pruned_loss=0.05826, over 2473561.92 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06658, over 19662.40 utterances.], batch size: 26, lr: 2.59e-04
2022-08-30 11:57:55,092 INFO [train.py:927] (4/8) Epoch 15, batch 20750, giga_loss[loss=0.2034, simple_loss=0.2961, pruned_loss=0.05537, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2939, pruned_loss=0.05949, over 2473115.80 frames. utt_duration=550 frames, utt_pad_proportion=0.06649, over 18034.68 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.29, pruned_loss=0.06371, over 2468475.09 frames. utt_duration=1213 frames, utt_pad_proportion=0.06891, over 8148.66 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05811, over 2473547.84 frames. utt_duration=515.5 frames, utt_pad_proportion=0.0664, over 19249.30 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 11:59:38,285 INFO [train.py:927] (4/8) Epoch 15, batch 20800, giga_loss[loss=0.196, simple_loss=0.2879, pruned_loss=0.05203, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02825, over 42.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2941, pruned_loss=0.05918, over 2472378.80 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06611, over 18289.22 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.29, pruned_loss=0.06367, over 2468061.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.06713, over 8105.21 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05796, over 2473253.53 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06669, over 19632.96 utterances.], batch size: 42, lr: 2.59e-04
2022-08-30 12:01:23,187 INFO [train.py:927] (4/8) Epoch 15, batch 20850, giga_loss[loss=0.2281, simple_loss=0.3136, pruned_loss=0.07126, over 12393.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2964, pruned_loss=0.06119, over 2472166.91 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06148, over 17417.17 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.29, pruned_loss=0.06364, over 2468032.68 frames. utt_duration=1222 frames, utt_pad_proportion=0.06568, over 8091.37 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06015, over 2473016.35 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06279, over 18769.69 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 12:03:08,580 INFO [train.py:927] (4/8) Epoch 15, batch 20900, giga_loss[loss=0.2261, simple_loss=0.3059, pruned_loss=0.07317, over 12159.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03031, over 36.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2971, pruned_loss=0.06268, over 2471181.24 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05921, over 17017.25 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2899, pruned_loss=0.06358, over 2467722.13 frames. utt_duration=1221 frames, utt_pad_proportion=0.06563, over 8097.13 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2967, pruned_loss=0.06189, over 2472174.84 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06039, over 18207.37 utterances.], batch size: 36, lr: 2.59e-04
2022-08-30 12:04:51,424 INFO [train.py:927] (4/8) Epoch 15, batch 20950, giga_loss[loss=0.2212, simple_loss=0.3127, pruned_loss=0.0648, over 12365.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05312, over 161.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2963, pruned_loss=0.06266, over 2471680.68 frames. utt_duration=577.7 frames, utt_pad_proportion=0.0596, over 17158.95 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2899, pruned_loss=0.06338, over 2467763.21 frames. utt_duration=1225 frames, utt_pad_proportion=0.06391, over 8068.19 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2962, pruned_loss=0.06218, over 2472539.16 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06111, over 18415.80 utterances.], batch size: 161, lr: 2.59e-04
2022-08-30 12:06:35,577 INFO [train.py:927] (4/8) Epoch 15, batch 21000, giga_loss[loss=0.1992, simple_loss=0.2971, pruned_loss=0.0507, over 12350.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03384, over 62.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2947, pruned_loss=0.06211, over 2471686.10 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06404, over 16987.25 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2895, pruned_loss=0.06327, over 2467206.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.06642, over 8097.30 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2953, pruned_loss=0.06178, over 2473172.28 frames. utt_duration=537 frames, utt_pad_proportion=0.06388, over 18472.68 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:06:35,578 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 12:06:52,464 INFO [train.py:967] (4/8) 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 12:08:36,031 INFO [train.py:927] (4/8) Epoch 15, batch 21050, giga_loss[loss=0.2285, simple_loss=0.3002, pruned_loss=0.07835, over 12405.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03711, over 40.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2916, pruned_loss=0.06091, over 2471912.22 frames. utt_duration=544.7 frames, utt_pad_proportion=0.07027, over 18202.48 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.0632, over 2467112.54 frames. utt_duration=1223 frames, utt_pad_proportion=0.06598, over 8077.37 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2924, pruned_loss=0.06071, over 2473215.57 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06997, over 19490.18 utterances.], batch size: 40, lr: 2.59e-04
2022-08-30 12:10:20,746 INFO [train.py:927] (4/8) Epoch 15, batch 21100, giga_loss[loss=0.1581, simple_loss=0.2453, pruned_loss=0.0355, over 12425.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03319, over 75.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.288, pruned_loss=0.05974, over 2472304.47 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06726, over 18443.83 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2898, pruned_loss=0.06335, over 2466873.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.06531, over 8078.51 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2881, pruned_loss=0.05937, over 2473679.13 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06747, over 19710.52 utterances.], batch size: 75, lr: 2.59e-04
2022-08-30 12:12:04,993 INFO [train.py:927] (4/8) Epoch 15, batch 21150, libri_loss[loss=0.1791, simple_loss=0.2601, pruned_loss=0.0491, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005939, over 32.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2868, pruned_loss=0.05921, over 2473214.41 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07047, over 19411.20 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2894, pruned_loss=0.0632, over 2466922.40 frames. utt_duration=1227 frames, utt_pad_proportion=0.06432, over 8049.94 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2871, pruned_loss=0.05895, over 2474399.45 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07084, over 20698.34 utterances.], batch size: 32, lr: 2.59e-04
2022-08-30 12:13:46,352 INFO [train.py:927] (4/8) Epoch 15, batch 21200, giga_loss[loss=0.2061, simple_loss=0.2951, pruned_loss=0.05852, over 12420.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02717, over 58.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2859, pruned_loss=0.05862, over 2473332.78 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06547, over 18598.80 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06344, over 2467322.33 frames. utt_duration=1229 frames, utt_pad_proportion=0.06313, over 8040.52 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2859, pruned_loss=0.05809, over 2474098.31 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06656, over 19940.55 utterances.], batch size: 58, lr: 2.59e-04
2022-08-30 12:15:25,577 INFO [train.py:927] (4/8) Epoch 15, batch 21250, giga_loss[loss=0.1916, simple_loss=0.2677, pruned_loss=0.05778, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03037, over 45.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2838, pruned_loss=0.05808, over 2473323.37 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06475, over 18225.13 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.06376, over 2467657.63 frames. utt_duration=1218 frames, utt_pad_proportion=0.06656, over 8110.95 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2832, pruned_loss=0.05721, over 2473754.57 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06429, over 19469.34 utterances.], batch size: 45, lr: 2.59e-04
2022-08-30 12:17:11,557 INFO [train.py:927] (4/8) Epoch 15, batch 21300, giga_loss[loss=0.1877, simple_loss=0.271, pruned_loss=0.0522, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2818, pruned_loss=0.05763, over 2474141.45 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06102, over 17932.90 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.06374, over 2467568.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.06598, over 8125.26 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2811, pruned_loss=0.05679, over 2474737.30 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06107, over 19183.66 utterances.], batch size: 105, lr: 2.59e-04
2022-08-30 12:18:51,674 INFO [train.py:927] (4/8) Epoch 15, batch 21350, libri_loss[loss=0.2045, simple_loss=0.2846, pruned_loss=0.06224, over 12484.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006875, over 36.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.279, pruned_loss=0.05654, over 2474140.69 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05893, over 17036.62 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.29, pruned_loss=0.0637, over 2467706.10 frames. utt_duration=1209 frames, utt_pad_proportion=0.06889, over 8175.71 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2781, pruned_loss=0.0556, over 2474757.24 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05764, over 18386.71 utterances.], batch size: 36, lr: 2.59e-04
2022-08-30 12:20:34,808 INFO [train.py:927] (4/8) Epoch 15, batch 21400, giga_loss[loss=0.1866, simple_loss=0.2638, pruned_loss=0.05467, over 12449.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03141, over 80.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2759, pruned_loss=0.05484, over 2474572.16 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05462, over 16717.43 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2901, pruned_loss=0.06368, over 2467817.57 frames. utt_duration=1209 frames, utt_pad_proportion=0.06862, over 8174.83 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2751, pruned_loss=0.05409, over 2474984.98 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05392, over 17813.16 utterances.], batch size: 80, lr: 2.59e-04
2022-08-30 12:22:15,440 INFO [train.py:927] (4/8) Epoch 15, batch 21450, giga_loss[loss=0.1884, simple_loss=0.2697, pruned_loss=0.05361, over 12353.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03448, over 122.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.275, pruned_loss=0.0548, over 2474886.29 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05536, over 16772.53 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2906, pruned_loss=0.06391, over 2468018.16 frames. utt_duration=1196 frames, utt_pad_proportion=0.0732, over 8266.05 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2736, pruned_loss=0.05385, over 2475173.06 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05276, over 17716.31 utterances.], batch size: 122, lr: 2.59e-04
2022-08-30 12:24:01,677 INFO [train.py:927] (4/8) Epoch 15, batch 21500, giga_loss[loss=0.1976, simple_loss=0.2879, pruned_loss=0.05359, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03212, over 62.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2772, pruned_loss=0.05634, over 2474178.70 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05915, over 16851.83 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2903, pruned_loss=0.06382, over 2467638.74 frames. utt_duration=1200 frames, utt_pad_proportion=0.07216, over 8235.62 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.276, pruned_loss=0.05547, over 2474901.20 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05722, over 17829.32 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:25:43,769 INFO [train.py:927] (4/8) Epoch 15, batch 21550, giga_loss[loss=0.2325, simple_loss=0.3064, pruned_loss=0.07928, over 12442.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03485, over 86.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2828, pruned_loss=0.0599, over 2474668.24 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05832, over 17128.60 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2896, pruned_loss=0.06356, over 2467568.76 frames. utt_duration=1207 frames, utt_pad_proportion=0.07063, over 8185.23 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2821, pruned_loss=0.05926, over 2475480.36 frames. utt_duration=546 frames, utt_pad_proportion=0.05732, over 18187.21 utterances.], batch size: 86, lr: 2.59e-04
2022-08-30 12:27:25,671 INFO [train.py:927] (4/8) Epoch 15, batch 21600, giga_loss[loss=0.2141, simple_loss=0.3085, pruned_loss=0.0598, over 12394.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05144, over 161.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.06157, over 2473829.31 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06697, over 17888.04 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2896, pruned_loss=0.06362, over 2467351.56 frames. utt_duration=1211 frames, utt_pad_proportion=0.06931, over 8160.90 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2866, pruned_loss=0.06094, over 2474830.06 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06618, over 18959.18 utterances.], batch size: 161, lr: 2.59e-04
2022-08-30 12:29:07,295 INFO [train.py:927] (4/8) Epoch 15, batch 21650, giga_loss[loss=0.1963, simple_loss=0.2933, pruned_loss=0.04969, over 12367.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04577, over 26.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2932, pruned_loss=0.06389, over 2473134.16 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06612, over 17861.11 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2893, pruned_loss=0.06348, over 2467155.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.06865, over 8144.82 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.293, pruned_loss=0.06349, over 2474224.73 frames. utt_duration=525 frames, utt_pad_proportion=0.06579, over 18903.85 utterances.], batch size: 26, lr: 2.59e-04
2022-08-30 12:30:47,981 INFO [train.py:927] (4/8) Epoch 15, batch 21700, giga_loss[loss=0.1957, simple_loss=0.2895, pruned_loss=0.05098, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03801, over 123.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2919, pruned_loss=0.06143, over 2473869.43 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06014, over 17618.59 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2895, pruned_loss=0.06359, over 2467526.07 frames. utt_duration=1214 frames, utt_pad_proportion=0.06738, over 8137.67 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2917, pruned_loss=0.06102, over 2474580.73 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06063, over 18708.33 utterances.], batch size: 123, lr: 2.59e-04
2022-08-30 12:32:31,661 INFO [train.py:927] (4/8) Epoch 15, batch 21750, giga_loss[loss=0.1953, simple_loss=0.2818, pruned_loss=0.05442, over 12380.00 frames. utt_duration=972.6 frames, utt_pad_proportion=0.03028, over 51.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2906, pruned_loss=0.05979, over 2473737.57 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05886, over 17421.10 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.289, pruned_loss=0.06337, over 2467451.78 frames. utt_duration=1221 frames, utt_pad_proportion=0.06623, over 8094.70 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2909, pruned_loss=0.0596, over 2474513.73 frames. utt_duration=535.5 frames, utt_pad_proportion=0.05969, over 18534.45 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 12:34:12,272 INFO [train.py:927] (4/8) Epoch 15, batch 21800, giga_loss[loss=0.2057, simple_loss=0.3011, pruned_loss=0.05514, over 12400.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0296, over 62.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2931, pruned_loss=0.06105, over 2474343.81 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06106, over 17543.43 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2894, pruned_loss=0.06359, over 2468012.48 frames. utt_duration=1208 frames, utt_pad_proportion=0.06948, over 8183.74 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.293, pruned_loss=0.06058, over 2474703.00 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06013, over 18702.31 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:35:54,013 INFO [train.py:927] (4/8) Epoch 15, batch 21850, giga_loss[loss=0.259, simple_loss=0.3262, pruned_loss=0.0959, over 12412.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06915, over 212.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2949, pruned_loss=0.06254, over 2474485.54 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05927, over 17733.42 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2899, pruned_loss=0.06402, over 2468412.02 frames. utt_duration=1207 frames, utt_pad_proportion=0.06869, over 8189.04 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2946, pruned_loss=0.06172, over 2474617.71 frames. utt_duration=523.5 frames, utt_pad_proportion=0.05883, over 18962.12 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 12:37:39,498 INFO [train.py:927] (4/8) Epoch 15, batch 21900, giga_loss[loss=0.2134, simple_loss=0.2902, pruned_loss=0.06833, over 12310.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.0299, over 48.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2964, pruned_loss=0.06369, over 2474839.41 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06192, over 17850.02 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2898, pruned_loss=0.06391, over 2468383.52 frames. utt_duration=1213 frames, utt_pad_proportion=0.06785, over 8152.52 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2964, pruned_loss=0.06313, over 2475096.24 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06176, over 19050.38 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 12:39:21,741 INFO [train.py:927] (4/8) Epoch 15, batch 21950, giga_loss[loss=0.2051, simple_loss=0.2995, pruned_loss=0.05529, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03886, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.298, pruned_loss=0.0638, over 2474686.06 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05863, over 17119.99 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2904, pruned_loss=0.0641, over 2468382.06 frames. utt_duration=1212 frames, utt_pad_proportion=0.06756, over 8159.46 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2976, pruned_loss=0.06318, over 2475012.51 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05875, over 18230.88 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 12:41:04,483 INFO [train.py:927] (4/8) Epoch 15, batch 22000, giga_loss[loss=0.2382, simple_loss=0.3186, pruned_loss=0.07892, over 12369.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04096, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2982, pruned_loss=0.06367, over 2475162.97 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05928, over 16860.26 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2903, pruned_loss=0.06397, over 2468343.08 frames. utt_duration=1213 frames, utt_pad_proportion=0.06703, over 8147.91 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06329, over 2475502.86 frames. utt_duration=557 frames, utt_pad_proportion=0.05954, over 17824.38 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 12:42:48,181 INFO [train.py:927] (4/8) Epoch 15, batch 22050, giga_loss[loss=0.1873, simple_loss=0.2799, pruned_loss=0.04732, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03351, over 28.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2974, pruned_loss=0.06332, over 2475189.16 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05848, over 16231.50 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2905, pruned_loss=0.06415, over 2468383.77 frames. utt_duration=1205 frames, utt_pad_proportion=0.07061, over 8204.13 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2972, pruned_loss=0.06286, over 2475608.98 frames. utt_duration=578 frames, utt_pad_proportion=0.05717, over 17177.94 utterances.], batch size: 28, lr: 2.59e-04
2022-08-30 12:44:29,165 INFO [train.py:927] (4/8) Epoch 15, batch 22100, giga_loss[loss=0.2481, simple_loss=0.3222, pruned_loss=0.08704, over 12410.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02882, over 62.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2965, pruned_loss=0.06325, over 2474688.28 frames. utt_duration=619 frames, utt_pad_proportion=0.05867, over 16031.38 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2904, pruned_loss=0.06408, over 2468223.85 frames. utt_duration=1206 frames, utt_pad_proportion=0.07035, over 8196.11 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2965, pruned_loss=0.06294, over 2475184.68 frames. utt_duration=590.4 frames, utt_pad_proportion=0.0577, over 16813.47 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:46:12,078 INFO [train.py:927] (4/8) Epoch 15, batch 22150, giga_loss[loss=0.2251, simple_loss=0.316, pruned_loss=0.06711, over 12446.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03436, over 86.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2974, pruned_loss=0.06385, over 2473671.96 frames. utt_duration=625.6 frames, utt_pad_proportion=0.0564, over 15854.66 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2905, pruned_loss=0.06411, over 2468250.59 frames. utt_duration=1204 frames, utt_pad_proportion=0.06987, over 8211.04 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2975, pruned_loss=0.06357, over 2474117.29 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05583, over 16566.74 utterances.], batch size: 86, lr: 2.59e-04
2022-08-30 12:47:51,981 INFO [train.py:927] (4/8) Epoch 15, batch 22200, giga_loss[loss=0.21, simple_loss=0.29, pruned_loss=0.06498, over 12367.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04171, over 37.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2983, pruned_loss=0.06415, over 2472620.68 frames. utt_duration=641 frames, utt_pad_proportion=0.0553, over 15465.71 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2914, pruned_loss=0.06467, over 2467922.98 frames. utt_duration=1186 frames, utt_pad_proportion=0.07407, over 8333.84 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2978, pruned_loss=0.06342, over 2473426.66 frames. utt_duration=613.6 frames, utt_pad_proportion=0.0525, over 16164.53 utterances.], batch size: 37, lr: 2.59e-04
2022-08-30 12:49:34,207 INFO [train.py:927] (4/8) Epoch 15, batch 22250, giga_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05931, over 12130.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04277, over 28.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2975, pruned_loss=0.06394, over 2472731.40 frames. utt_duration=631.7 frames, utt_pad_proportion=0.05259, over 15695.09 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2916, pruned_loss=0.0648, over 2467993.62 frames. utt_duration=1185 frames, utt_pad_proportion=0.0738, over 8343.51 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.297, pruned_loss=0.06324, over 2473344.16 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05052, over 16305.01 utterances.], batch size: 28, lr: 2.59e-04
2022-08-30 12:51:16,245 INFO [train.py:927] (4/8) Epoch 15, batch 22300, giga_loss[loss=0.214, simple_loss=0.2967, pruned_loss=0.06563, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.03643, over 34.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2955, pruned_loss=0.06316, over 2472413.90 frames. utt_duration=653 frames, utt_pad_proportion=0.0533, over 15180.54 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2922, pruned_loss=0.06516, over 2468400.16 frames. utt_duration=1170 frames, utt_pad_proportion=0.07792, over 8451.93 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2946, pruned_loss=0.06221, over 2472654.87 frames. utt_duration=629.3 frames, utt_pad_proportion=0.04886, over 15755.54 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 12:52:58,092 INFO [train.py:927] (4/8) Epoch 15, batch 22350, giga_loss[loss=0.2312, simple_loss=0.3083, pruned_loss=0.07705, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0735, over 212.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2928, pruned_loss=0.0621, over 2472106.46 frames. utt_duration=643.8 frames, utt_pad_proportion=0.05624, over 15395.50 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2923, pruned_loss=0.06521, over 2468358.69 frames. utt_duration=1161 frames, utt_pad_proportion=0.08117, over 8514.84 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.292, pruned_loss=0.06128, over 2472409.82 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05102, over 15931.51 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 12:54:41,946 INFO [train.py:927] (4/8) Epoch 15, batch 22400, giga_loss[loss=0.2687, simple_loss=0.3396, pruned_loss=0.09883, over 12355.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2893, pruned_loss=0.06093, over 2472104.29 frames. utt_duration=629 frames, utt_pad_proportion=0.06154, over 15757.74 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2923, pruned_loss=0.06533, over 2468366.26 frames. utt_duration=1156 frames, utt_pad_proportion=0.08365, over 8554.10 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2887, pruned_loss=0.0601, over 2472414.64 frames. utt_duration=608.1 frames, utt_pad_proportion=0.05598, over 16304.59 utterances.], batch size: 367, lr: 2.59e-04
2022-08-30 12:56:23,584 INFO [train.py:927] (4/8) Epoch 15, batch 22450, giga_loss[loss=0.1768, simple_loss=0.2604, pruned_loss=0.04663, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03518, over 40.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2864, pruned_loss=0.06016, over 2472286.95 frames. utt_duration=613.7 frames, utt_pad_proportion=0.06114, over 16152.76 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2926, pruned_loss=0.06556, over 2468501.61 frames. utt_duration=1156 frames, utt_pad_proportion=0.08289, over 8549.89 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2856, pruned_loss=0.05924, over 2472467.46 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05704, over 16682.77 utterances.], batch size: 40, lr: 2.59e-04
2022-08-30 12:58:05,542 INFO [train.py:927] (4/8) Epoch 15, batch 22500, libri_loss[loss=0.163, simple_loss=0.2386, pruned_loss=0.04374, over 12454.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009634, over 29.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2857, pruned_loss=0.05917, over 2471933.38 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06615, over 16822.01 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2922, pruned_loss=0.06535, over 2468712.18 frames. utt_duration=1160 frames, utt_pad_proportion=0.08219, over 8524.65 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2853, pruned_loss=0.05845, over 2471972.73 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06294, over 17490.47 utterances.], batch size: 29, lr: 2.59e-04
2022-08-30 12:59:47,553 INFO [train.py:927] (4/8) Epoch 15, batch 22550, giga_loss[loss=0.2559, simple_loss=0.3316, pruned_loss=0.09006, over 12396.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.287, pruned_loss=0.0592, over 2472355.70 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06355, over 17596.57 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.292, pruned_loss=0.06529, over 2468518.03 frames. utt_duration=1164 frames, utt_pad_proportion=0.08133, over 8492.92 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2868, pruned_loss=0.0586, over 2472603.75 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06148, over 18263.12 utterances.], batch size: 259, lr: 2.59e-04
2022-08-30 13:01:29,812 INFO [train.py:927] (4/8) Epoch 15, batch 22600, giga_loss[loss=0.186, simple_loss=0.2691, pruned_loss=0.05143, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02746, over 48.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2878, pruned_loss=0.05865, over 2473010.17 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06687, over 18157.36 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.293, pruned_loss=0.06562, over 2468880.66 frames. utt_duration=1165 frames, utt_pad_proportion=0.0794, over 8484.79 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2865, pruned_loss=0.0576, over 2473046.66 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06562, over 19085.23 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 13:03:08,847 INFO [train.py:927] (4/8) Epoch 15, batch 22650, giga_loss[loss=0.1984, simple_loss=0.2907, pruned_loss=0.05307, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03329, over 97.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.287, pruned_loss=0.05773, over 2473836.31 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06582, over 17903.86 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.293, pruned_loss=0.06557, over 2468956.44 frames. utt_duration=1160 frames, utt_pad_proportion=0.08154, over 8521.68 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2858, pruned_loss=0.05674, over 2473903.80 frames. utt_duration=525.8 frames, utt_pad_proportion=0.0638, over 18872.28 utterances.], batch size: 97, lr: 2.59e-04
2022-08-30 13:04:47,556 INFO [train.py:927] (4/8) Epoch 15, batch 22700, giga_loss[loss=0.2093, simple_loss=0.3042, pruned_loss=0.05722, over 12343.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03572, over 104.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2875, pruned_loss=0.05796, over 2473180.76 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06399, over 17477.25 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2926, pruned_loss=0.06527, over 2469009.12 frames. utt_duration=1163 frames, utt_pad_proportion=0.08013, over 8503.04 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2866, pruned_loss=0.05717, over 2473291.96 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06279, over 18562.21 utterances.], batch size: 104, lr: 2.58e-04
2022-08-30 13:06:31,182 INFO [train.py:927] (4/8) Epoch 15, batch 22750, giga_loss[loss=0.2184, simple_loss=0.3104, pruned_loss=0.06314, over 12295.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02527, over 54.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2902, pruned_loss=0.05935, over 2472730.79 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06364, over 17241.51 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2929, pruned_loss=0.06547, over 2468942.53 frames. utt_duration=1164 frames, utt_pad_proportion=0.07956, over 8495.05 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2893, pruned_loss=0.05847, over 2472916.42 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06287, over 18186.56 utterances.], batch size: 54, lr: 2.58e-04
2022-08-30 13:08:12,339 INFO [train.py:927] (4/8) Epoch 15, batch 22800, giga_loss[loss=0.2722, simple_loss=0.3467, pruned_loss=0.09885, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2914, pruned_loss=0.0598, over 2473245.93 frames. utt_duration=584.5 frames, utt_pad_proportion=0.06207, over 16968.97 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2928, pruned_loss=0.0656, over 2469132.41 frames. utt_duration=1159 frames, utt_pad_proportion=0.08196, over 8533.49 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2906, pruned_loss=0.05886, over 2473306.85 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06045, over 17886.01 utterances.], batch size: 259, lr: 2.58e-04
2022-08-30 13:09:53,786 INFO [train.py:927] (4/8) Epoch 15, batch 22850, giga_loss[loss=0.2014, simple_loss=0.2895, pruned_loss=0.05663, over 12382.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0594, over 182.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2912, pruned_loss=0.05942, over 2473253.35 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05851, over 16688.30 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2929, pruned_loss=0.06567, over 2469291.82 frames. utt_duration=1151 frames, utt_pad_proportion=0.08466, over 8592.22 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2906, pruned_loss=0.05857, over 2473206.11 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05614, over 17429.63 utterances.], batch size: 182, lr: 2.58e-04
2022-08-30 13:11:36,264 INFO [train.py:927] (4/8) Epoch 15, batch 22900, giga_loss[loss=0.2014, simple_loss=0.2936, pruned_loss=0.05461, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2902, pruned_loss=0.05917, over 2474516.37 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05873, over 16572.67 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.293, pruned_loss=0.06576, over 2469488.09 frames. utt_duration=1145 frames, utt_pad_proportion=0.08694, over 8637.14 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2896, pruned_loss=0.05828, over 2474395.41 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05552, over 17308.07 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 13:13:17,012 INFO [train.py:927] (4/8) Epoch 15, batch 22950, giga_loss[loss=0.2066, simple_loss=0.3013, pruned_loss=0.05592, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2904, pruned_loss=0.05953, over 2473828.23 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06006, over 16877.90 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2943, pruned_loss=0.0669, over 2469376.46 frames. utt_duration=1131 frames, utt_pad_proportion=0.09062, over 8744.58 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2887, pruned_loss=0.05768, over 2473938.91 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05522, over 17567.12 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 13:14:59,011 INFO [train.py:927] (4/8) Epoch 15, batch 23000, giga_loss[loss=0.3047, simple_loss=0.3658, pruned_loss=0.1218, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03765, over 40.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2908, pruned_loss=0.05873, over 2474189.53 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05675, over 16729.37 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2941, pruned_loss=0.06689, over 2469522.83 frames. utt_duration=1125 frames, utt_pad_proportion=0.09253, over 8793.12 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2895, pruned_loss=0.05718, over 2474212.39 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05187, over 17339.88 utterances.], batch size: 40, lr: 2.58e-04
2022-08-30 13:16:40,175 INFO [train.py:927] (4/8) Epoch 15, batch 23050, giga_loss[loss=0.1825, simple_loss=0.27, pruned_loss=0.0475, over 12357.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0287, over 48.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2896, pruned_loss=0.05886, over 2474142.43 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05516, over 16942.80 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2939, pruned_loss=0.06678, over 2469346.88 frames. utt_duration=1126 frames, utt_pad_proportion=0.09216, over 8787.08 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2888, pruned_loss=0.05763, over 2474383.96 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05134, over 17538.45 utterances.], batch size: 48, lr: 2.58e-04
2022-08-30 13:18:21,374 INFO [train.py:927] (4/8) Epoch 15, batch 23100, giga_loss[loss=0.2099, simple_loss=0.296, pruned_loss=0.06185, over 12415.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06679, over 184.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2871, pruned_loss=0.0586, over 2474136.99 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05307, over 16905.93 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2929, pruned_loss=0.06639, over 2469004.64 frames. utt_duration=1136 frames, utt_pad_proportion=0.09031, over 8705.50 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2872, pruned_loss=0.05763, over 2474857.25 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05032, over 17795.01 utterances.], batch size: 184, lr: 2.58e-04
2022-08-30 13:20:03,221 INFO [train.py:927] (4/8) Epoch 15, batch 23150, giga_loss[loss=0.1766, simple_loss=0.2598, pruned_loss=0.0467, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04482, over 34.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.285, pruned_loss=0.05808, over 2474185.65 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05321, over 17016.43 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.293, pruned_loss=0.06623, over 2469103.44 frames. utt_duration=1138 frames, utt_pad_proportion=0.08926, over 8687.03 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2848, pruned_loss=0.05736, over 2474739.54 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05127, over 17838.07 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 13:21:44,091 INFO [train.py:927] (4/8) Epoch 15, batch 23200, giga_loss[loss=0.1648, simple_loss=0.2442, pruned_loss=0.04274, over 12385.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03011, over 97.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2809, pruned_loss=0.05617, over 2473253.67 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05274, over 16598.01 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.293, pruned_loss=0.06599, over 2468802.38 frames. utt_duration=1145 frames, utt_pad_proportion=0.08801, over 8639.39 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2806, pruned_loss=0.0556, over 2474074.67 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05142, over 17471.63 utterances.], batch size: 97, lr: 2.58e-04
2022-08-30 13:23:24,176 INFO [train.py:927] (4/8) Epoch 15, batch 23250, giga_loss[loss=0.1818, simple_loss=0.2653, pruned_loss=0.04918, over 12397.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02378, over 48.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2791, pruned_loss=0.05543, over 2473629.53 frames. utt_duration=620.6 frames, utt_pad_proportion=0.04997, over 15982.29 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2923, pruned_loss=0.06569, over 2468512.70 frames. utt_duration=1155 frames, utt_pad_proportion=0.08513, over 8563.08 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2789, pruned_loss=0.05483, over 2474736.12 frames. utt_duration=581.3 frames, utt_pad_proportion=0.04975, over 17071.77 utterances.], batch size: 48, lr: 2.58e-04
2022-08-30 13:25:12,059 INFO [train.py:927] (4/8) Epoch 15, batch 23300, giga_loss[loss=0.1985, simple_loss=0.284, pruned_loss=0.0565, over 12298.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03597, over 51.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2826, pruned_loss=0.05709, over 2473330.23 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05147, over 16608.26 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.06559, over 2468476.10 frames. utt_duration=1160 frames, utt_pad_proportion=0.08392, over 8526.04 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2824, pruned_loss=0.05654, over 2474343.78 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05152, over 17652.47 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 13:26:52,717 INFO [train.py:927] (4/8) Epoch 15, batch 23350, giga_loss[loss=0.2487, simple_loss=0.3426, pruned_loss=0.07745, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02785, over 70.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2856, pruned_loss=0.05767, over 2473418.29 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05158, over 17182.30 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2918, pruned_loss=0.0652, over 2468610.55 frames. utt_duration=1165 frames, utt_pad_proportion=0.08275, over 8484.78 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2857, pruned_loss=0.05742, over 2474202.42 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05188, over 18187.68 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 13:28:37,995 INFO [train.py:927] (4/8) Epoch 15, batch 23400, giga_loss[loss=0.1782, simple_loss=0.2691, pruned_loss=0.04366, over 12407.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02919, over 62.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2883, pruned_loss=0.05907, over 2474060.96 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05255, over 17084.62 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.292, pruned_loss=0.06527, over 2468637.77 frames. utt_duration=1167 frames, utt_pad_proportion=0.08213, over 8470.99 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2881, pruned_loss=0.05875, over 2474696.33 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05292, over 17972.38 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 13:30:21,357 INFO [train.py:927] (4/8) Epoch 15, batch 23450, giga_loss[loss=0.2915, simple_loss=0.3621, pruned_loss=0.1104, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05161, over 161.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.294, pruned_loss=0.06257, over 2473497.93 frames. utt_duration=577 frames, utt_pad_proportion=0.05379, over 17192.44 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.292, pruned_loss=0.06519, over 2468304.36 frames. utt_duration=1168 frames, utt_pad_proportion=0.08131, over 8460.46 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2937, pruned_loss=0.06228, over 2474428.48 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05412, over 18105.90 utterances.], batch size: 161, lr: 2.58e-04
2022-08-30 13:32:03,790 INFO [train.py:927] (4/8) Epoch 15, batch 23500, giga_loss[loss=0.2499, simple_loss=0.3271, pruned_loss=0.08631, over 12370.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06584, over 183.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3002, pruned_loss=0.06742, over 2473711.53 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06169, over 18544.71 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2913, pruned_loss=0.06477, over 2468635.97 frames. utt_duration=1174 frames, utt_pad_proportion=0.08005, over 8420.48 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3009, pruned_loss=0.06761, over 2474322.12 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06194, over 19643.77 utterances.], batch size: 183, lr: 2.58e-04
2022-08-30 13:33:47,848 INFO [train.py:927] (4/8) Epoch 15, batch 23550, giga_loss[loss=0.2133, simple_loss=0.2976, pruned_loss=0.06446, over 12378.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.03052, over 51.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3051, pruned_loss=0.07071, over 2474386.59 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06328, over 18173.74 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2915, pruned_loss=0.06491, over 2468872.20 frames. utt_duration=1178 frames, utt_pad_proportion=0.07853, over 8397.18 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3057, pruned_loss=0.07083, over 2474804.18 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06382, over 19280.34 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 13:35:33,596 INFO [train.py:927] (4/8) Epoch 15, batch 23600, giga_loss[loss=0.2732, simple_loss=0.343, pruned_loss=0.1017, over 12455.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03634, over 105.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.07519, over 2474539.05 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06233, over 19037.52 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2917, pruned_loss=0.06493, over 2468831.52 frames. utt_duration=1179 frames, utt_pad_proportion=0.07734, over 8390.27 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3105, pruned_loss=0.07536, over 2474995.79 frames. utt_duration=494.5 frames, utt_pad_proportion=0.0631, over 20081.02 utterances.], batch size: 105, lr: 2.58e-04
2022-08-30 13:37:18,661 INFO [train.py:927] (4/8) Epoch 15, batch 23650, libri_loss[loss=0.2414, simple_loss=0.3112, pruned_loss=0.08579, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006508, over 37.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08011, over 2474975.00 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0676, over 20400.23 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2915, pruned_loss=0.06468, over 2469106.16 frames. utt_duration=1185 frames, utt_pad_proportion=0.07511, over 8341.67 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.317, pruned_loss=0.08107, over 2475342.92 frames. utt_duration=455.9 frames, utt_pad_proportion=0.06852, over 21791.45 utterances.], batch size: 37, lr: 2.58e-04
2022-08-30 13:39:08,390 INFO [train.py:927] (4/8) Epoch 15, batch 23700, giga_loss[loss=0.2407, simple_loss=0.3116, pruned_loss=0.08495, over 12441.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.02856, over 80.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08112, over 2474904.77 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06689, over 20709.44 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2907, pruned_loss=0.06411, over 2468875.99 frames. utt_duration=1194 frames, utt_pad_proportion=0.07282, over 8284.40 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3193, pruned_loss=0.08314, over 2475659.10 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06833, over 22409.92 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:40:52,339 INFO [train.py:927] (4/8) Epoch 15, batch 23750, giga_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.08218, over 12384.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3158, pruned_loss=0.08138, over 2475131.69 frames. utt_duration=479.3 frames, utt_pad_proportion=0.06951, over 20717.97 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2909, pruned_loss=0.06404, over 2468520.08 frames. utt_duration=1199 frames, utt_pad_proportion=0.07053, over 8245.50 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3191, pruned_loss=0.08378, over 2476319.36 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07125, over 22651.14 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 13:42:36,172 INFO [train.py:927] (4/8) Epoch 15, batch 23800, giga_loss[loss=0.2329, simple_loss=0.3131, pruned_loss=0.07632, over 12397.00 frames. utt_duration=902.9 frames, utt_pad_proportion=0.03533, over 55.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3189, pruned_loss=0.0833, over 2475378.86 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07617, over 21396.48 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2915, pruned_loss=0.06436, over 2468462.84 frames. utt_duration=1190 frames, utt_pad_proportion=0.07398, over 8309.88 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3215, pruned_loss=0.08524, over 2476490.11 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07609, over 23105.15 utterances.], batch size: 55, lr: 2.58e-04
2022-08-30 13:44:22,805 INFO [train.py:927] (4/8) Epoch 15, batch 23850, giga_loss[loss=0.2758, simple_loss=0.3378, pruned_loss=0.1069, over 12347.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1817, over 361.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3187, pruned_loss=0.08306, over 2474764.34 frames. utt_duration=449 frames, utt_pad_proportion=0.07832, over 22118.74 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2911, pruned_loss=0.06414, over 2468444.15 frames. utt_duration=1195 frames, utt_pad_proportion=0.07306, over 8269.97 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3217, pruned_loss=0.08518, over 2475798.80 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07843, over 23762.22 utterances.], batch size: 361, lr: 2.58e-04
2022-08-30 13:46:14,544 INFO [train.py:927] (4/8) Epoch 15, batch 23900, giga_loss[loss=0.2204, simple_loss=0.3081, pruned_loss=0.06634, over 12387.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06443, over 183.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3178, pruned_loss=0.0812, over 2473757.35 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07879, over 22451.90 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2904, pruned_loss=0.06383, over 2468220.63 frames. utt_duration=1201 frames, utt_pad_proportion=0.07194, over 8228.80 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3214, pruned_loss=0.08356, over 2474901.04 frames. utt_duration=412.1 frames, utt_pad_proportion=0.07921, over 24108.52 utterances.], batch size: 183, lr: 2.58e-04
2022-08-30 13:47:59,933 INFO [train.py:927] (4/8) Epoch 15, batch 23950, giga_loss[loss=0.2456, simple_loss=0.3147, pruned_loss=0.08828, over 12421.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3145, pruned_loss=0.07888, over 2473723.67 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07822, over 22122.30 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2901, pruned_loss=0.06375, over 2468142.09 frames. utt_duration=1206 frames, utt_pad_proportion=0.07065, over 8194.63 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3183, pruned_loss=0.08128, over 2474852.68 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07906, over 23851.61 utterances.], batch size: 162, lr: 2.58e-04
2022-08-30 13:49:45,952 INFO [train.py:927] (4/8) Epoch 15, batch 24000, giga_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08066, over 12398.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.02758, over 80.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.0778, over 2474533.23 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07343, over 21614.14 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2902, pruned_loss=0.06377, over 2468038.35 frames. utt_duration=1204 frames, utt_pad_proportion=0.07036, over 8207.64 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3168, pruned_loss=0.07987, over 2475607.18 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07455, over 23151.95 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:49:45,954 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 13:50:00,880 INFO [train.py:967] (4/8) 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 13:51:57,031 INFO [train.py:927] (4/8) Epoch 15, batch 24050, giga_loss[loss=0.2501, simple_loss=0.3436, pruned_loss=0.07824, over 12434.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05461, over 162.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3125, pruned_loss=0.07655, over 2474526.33 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0689, over 21431.14 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2898, pruned_loss=0.06363, over 2467845.21 frames. utt_duration=1208 frames, utt_pad_proportion=0.0694, over 8178.63 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3158, pruned_loss=0.07858, over 2475689.08 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07037, over 22919.82 utterances.], batch size: 162, lr: 2.58e-04
2022-08-30 13:53:40,447 INFO [train.py:927] (4/8) Epoch 15, batch 24100, libri_loss[loss=0.2071, simple_loss=0.2868, pruned_loss=0.06369, over 12448.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009402, over 39.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.313, pruned_loss=0.07502, over 2474627.07 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06816, over 20997.21 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2899, pruned_loss=0.0636, over 2467905.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.06781, over 8160.60 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3163, pruned_loss=0.077, over 2475673.61 frames. utt_duration=440.3 frames, utt_pad_proportion=0.06994, over 22565.68 utterances.], batch size: 39, lr: 2.58e-04
2022-08-30 13:55:24,312 INFO [train.py:927] (4/8) Epoch 15, batch 24150, giga_loss[loss=0.1951, simple_loss=0.2882, pruned_loss=0.05099, over 12312.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02905, over 74.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3127, pruned_loss=0.07456, over 2474937.41 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06582, over 20357.72 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.29, pruned_loss=0.06361, over 2467859.41 frames. utt_duration=1211 frames, utt_pad_proportion=0.06739, over 8159.02 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3154, pruned_loss=0.07621, over 2475856.87 frames. utt_duration=457.7 frames, utt_pad_proportion=0.06756, over 21704.03 utterances.], batch size: 74, lr: 2.58e-04
2022-08-30 13:57:11,362 INFO [train.py:927] (4/8) Epoch 15, batch 24200, giga_loss[loss=0.2505, simple_loss=0.3308, pruned_loss=0.08508, over 12407.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06278, over 183.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3106, pruned_loss=0.07411, over 2475328.52 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06346, over 19788.41 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2899, pruned_loss=0.06349, over 2467966.29 frames. utt_duration=1216 frames, utt_pad_proportion=0.06642, over 8131.14 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3132, pruned_loss=0.07572, over 2476104.59 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06535, over 21100.62 utterances.], batch size: 183, lr: 2.58e-04
2022-08-30 13:58:57,378 INFO [train.py:927] (4/8) Epoch 15, batch 24250, giga_loss[loss=0.2291, simple_loss=0.3148, pruned_loss=0.07167, over 12418.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.309, pruned_loss=0.07268, over 2475068.62 frames. utt_duration=519 frames, utt_pad_proportion=0.06388, over 19130.15 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2897, pruned_loss=0.0634, over 2467647.71 frames. utt_duration=1210 frames, utt_pad_proportion=0.0694, over 8168.70 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3118, pruned_loss=0.0743, over 2476180.16 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06418, over 20445.52 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 14:00:40,864 INFO [train.py:927] (4/8) Epoch 15, batch 24300, giga_loss[loss=0.2193, simple_loss=0.3053, pruned_loss=0.06666, over 12396.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04056, over 105.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3091, pruned_loss=0.07212, over 2474704.99 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06449, over 19152.01 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.29, pruned_loss=0.06363, over 2467495.27 frames. utt_duration=1201 frames, utt_pad_proportion=0.07289, over 8225.99 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3115, pruned_loss=0.07343, over 2475928.40 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06344, over 20403.33 utterances.], batch size: 105, lr: 2.58e-04
2022-08-30 14:02:28,594 INFO [train.py:927] (4/8) Epoch 15, batch 24350, giga_loss[loss=0.1936, simple_loss=0.2748, pruned_loss=0.05615, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05202, over 34.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3082, pruned_loss=0.07257, over 2474887.48 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06991, over 19452.75 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2904, pruned_loss=0.06403, over 2467571.38 frames. utt_duration=1180 frames, utt_pad_proportion=0.08085, over 8376.30 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.31, pruned_loss=0.07335, over 2475874.51 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06563, over 20454.99 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:04:12,552 INFO [train.py:927] (4/8) Epoch 15, batch 24400, libri_loss[loss=0.2124, simple_loss=0.2996, pruned_loss=0.06258, over 12448.00 frames. utt_duration=959.1 frames, utt_pad_proportion=0.06432, over 52.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.072, over 2474825.93 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06975, over 19334.01 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2899, pruned_loss=0.06367, over 2467522.48 frames. utt_duration=1184 frames, utt_pad_proportion=0.07963, over 8348.36 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3084, pruned_loss=0.07311, over 2475818.13 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06668, over 20402.06 utterances.], batch size: 52, lr: 2.58e-04
2022-08-30 14:05:55,665 INFO [train.py:927] (4/8) Epoch 15, batch 24450, giga_loss[loss=0.2205, simple_loss=0.3005, pruned_loss=0.07025, over 12413.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06285, over 183.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3042, pruned_loss=0.07176, over 2474598.55 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07669, over 19634.68 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2902, pruned_loss=0.06389, over 2467451.58 frames. utt_duration=1174 frames, utt_pad_proportion=0.08309, over 8420.88 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3062, pruned_loss=0.07272, over 2475690.67 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07245, over 20773.34 utterances.], batch size: 183, lr: 2.58e-04
2022-08-30 14:07:40,115 INFO [train.py:927] (4/8) Epoch 15, batch 24500, giga_loss[loss=0.2147, simple_loss=0.3053, pruned_loss=0.06203, over 12365.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03422, over 104.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3034, pruned_loss=0.07164, over 2474661.78 frames. utt_duration=508.9 frames, utt_pad_proportion=0.07521, over 19506.41 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2894, pruned_loss=0.06357, over 2467768.04 frames. utt_duration=1181 frames, utt_pad_proportion=0.08135, over 8369.73 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.306, pruned_loss=0.07292, over 2475455.98 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07244, over 20764.84 utterances.], batch size: 104, lr: 2.58e-04
2022-08-30 14:09:20,868 INFO [train.py:927] (4/8) Epoch 15, batch 24550, libri_loss[loss=0.1834, simple_loss=0.2708, pruned_loss=0.04803, over 12457.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009515, over 29.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.07156, over 2474547.13 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07379, over 19565.88 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2894, pruned_loss=0.0635, over 2467924.61 frames. utt_duration=1184 frames, utt_pad_proportion=0.08026, over 8347.37 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3068, pruned_loss=0.07279, over 2475146.45 frames. utt_duration=477.9 frames, utt_pad_proportion=0.072, over 20780.46 utterances.], batch size: 29, lr: 2.58e-04
2022-08-30 14:11:06,131 INFO [train.py:927] (4/8) Epoch 15, batch 24600, giga_loss[loss=0.2349, simple_loss=0.3178, pruned_loss=0.07596, over 12461.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3037, pruned_loss=0.07081, over 2473917.79 frames. utt_duration=526.3 frames, utt_pad_proportion=0.07017, over 18854.04 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2892, pruned_loss=0.06342, over 2468017.03 frames. utt_duration=1187 frames, utt_pad_proportion=0.07904, over 8329.94 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3061, pruned_loss=0.07204, over 2474465.40 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06928, over 20085.24 utterances.], batch size: 75, lr: 2.58e-04
2022-08-30 14:12:50,606 INFO [train.py:927] (4/8) Epoch 15, batch 24650, giga_loss[loss=0.2347, simple_loss=0.3124, pruned_loss=0.07854, over 12398.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.04101, over 105.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3046, pruned_loss=0.07173, over 2474326.88 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06953, over 18937.93 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06316, over 2467986.14 frames. utt_duration=1193 frames, utt_pad_proportion=0.07678, over 8283.65 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07323, over 2475002.39 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06958, over 20353.14 utterances.], batch size: 105, lr: 2.58e-04
2022-08-30 14:14:33,641 INFO [train.py:927] (4/8) Epoch 15, batch 24700, giga_loss[loss=0.2166, simple_loss=0.2986, pruned_loss=0.06729, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03886, over 28.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3062, pruned_loss=0.07423, over 2474209.37 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07846, over 20106.60 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2885, pruned_loss=0.06296, over 2468158.51 frames. utt_duration=1197 frames, utt_pad_proportion=0.07538, over 8257.43 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3093, pruned_loss=0.0759, over 2474748.69 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07841, over 21576.16 utterances.], batch size: 28, lr: 2.58e-04
2022-08-30 14:16:19,642 INFO [train.py:927] (4/8) Epoch 15, batch 24750, giga_loss[loss=0.2121, simple_loss=0.2971, pruned_loss=0.06353, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02846, over 55.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3061, pruned_loss=0.07436, over 2473953.97 frames. utt_duration=479.3 frames, utt_pad_proportion=0.08045, over 20709.44 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2883, pruned_loss=0.06295, over 2468016.62 frames. utt_duration=1203 frames, utt_pad_proportion=0.07405, over 8218.43 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3091, pruned_loss=0.07596, over 2474632.24 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08072, over 22183.92 utterances.], batch size: 55, lr: 2.58e-04
2022-08-30 14:18:02,426 INFO [train.py:927] (4/8) Epoch 15, batch 24800, giga_loss[loss=0.2221, simple_loss=0.3003, pruned_loss=0.07192, over 12403.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3065, pruned_loss=0.07311, over 2474187.95 frames. utt_duration=490 frames, utt_pad_proportion=0.07673, over 20256.95 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2886, pruned_loss=0.06307, over 2468273.21 frames. utt_duration=1199 frames, utt_pad_proportion=0.07386, over 8245.11 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07447, over 2474597.89 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07723, over 21617.26 utterances.], batch size: 183, lr: 2.58e-04
2022-08-30 14:19:47,481 INFO [train.py:927] (4/8) Epoch 15, batch 24850, giga_loss[loss=0.2207, simple_loss=0.303, pruned_loss=0.06918, over 12452.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03401, over 86.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3054, pruned_loss=0.07311, over 2474358.93 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07403, over 20326.30 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2886, pruned_loss=0.06312, over 2468229.64 frames. utt_duration=1203 frames, utt_pad_proportion=0.07277, over 8216.47 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3075, pruned_loss=0.07431, over 2474816.84 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07497, over 21642.73 utterances.], batch size: 86, lr: 2.58e-04
2022-08-30 14:21:30,165 INFO [train.py:927] (4/8) Epoch 15, batch 24900, giga_loss[loss=0.2518, simple_loss=0.3197, pruned_loss=0.0919, over 12319.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02752, over 79.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3055, pruned_loss=0.07325, over 2474491.75 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07431, over 20403.37 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2885, pruned_loss=0.06304, over 2468334.16 frames. utt_duration=1206 frames, utt_pad_proportion=0.07198, over 8196.38 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3076, pruned_loss=0.07439, over 2474841.80 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07531, over 21623.12 utterances.], batch size: 79, lr: 2.58e-04
2022-08-30 14:23:16,130 INFO [train.py:927] (4/8) Epoch 15, batch 24950, giga_loss[loss=0.246, simple_loss=0.3313, pruned_loss=0.08039, over 12429.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.309, pruned_loss=0.07295, over 2474308.46 frames. utt_duration=490.3 frames, utt_pad_proportion=0.0687, over 20244.58 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06298, over 2468436.75 frames. utt_duration=1210 frames, utt_pad_proportion=0.07091, over 8168.63 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.311, pruned_loss=0.07411, over 2474592.96 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07014, over 21465.17 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 14:25:00,744 INFO [train.py:927] (4/8) Epoch 15, batch 25000, giga_loss[loss=0.2046, simple_loss=0.3017, pruned_loss=0.05373, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0289, over 55.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3104, pruned_loss=0.07357, over 2474338.62 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06798, over 19969.95 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06289, over 2468275.78 frames. utt_duration=1213 frames, utt_pad_proportion=0.07014, over 8150.19 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3123, pruned_loss=0.07471, over 2474789.97 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06943, over 21111.84 utterances.], batch size: 55, lr: 2.58e-04
2022-08-30 14:26:45,182 INFO [train.py:927] (4/8) Epoch 15, batch 25050, giga_loss[loss=0.2309, simple_loss=0.306, pruned_loss=0.07785, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0322, over 42.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3098, pruned_loss=0.07429, over 2473634.14 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07499, over 20164.69 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2878, pruned_loss=0.06263, over 2468161.04 frames. utt_duration=1222 frames, utt_pad_proportion=0.06839, over 8090.79 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3127, pruned_loss=0.07579, over 2474287.25 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07631, over 21506.81 utterances.], batch size: 42, lr: 2.58e-04
2022-08-30 14:28:31,204 INFO [train.py:927] (4/8) Epoch 15, batch 25100, giga_loss[loss=0.2458, simple_loss=0.3201, pruned_loss=0.08574, over 12442.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05351, over 162.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3091, pruned_loss=0.07448, over 2474014.52 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07916, over 20416.77 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2879, pruned_loss=0.06251, over 2468477.14 frames. utt_duration=1222 frames, utt_pad_proportion=0.06684, over 8092.74 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.312, pruned_loss=0.07618, over 2474434.98 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08062, over 21885.08 utterances.], batch size: 162, lr: 2.58e-04
2022-08-30 14:30:18,549 INFO [train.py:927] (4/8) Epoch 15, batch 25150, giga_loss[loss=0.2066, simple_loss=0.2999, pruned_loss=0.05667, over 12340.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0328, over 51.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3082, pruned_loss=0.07489, over 2474021.03 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07605, over 19724.12 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2877, pruned_loss=0.06242, over 2468291.82 frames. utt_duration=1222 frames, utt_pad_proportion=0.06678, over 8087.66 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3111, pruned_loss=0.07656, over 2474643.48 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07755, over 21115.22 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 14:32:04,760 INFO [train.py:927] (4/8) Epoch 15, batch 25200, libri_loss[loss=0.1925, simple_loss=0.2765, pruned_loss=0.05432, over 12424.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006431, over 30.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3078, pruned_loss=0.07475, over 2474939.99 frames. utt_duration=499.2 frames, utt_pad_proportion=0.0738, over 19887.80 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06238, over 2468374.36 frames. utt_duration=1224 frames, utt_pad_proportion=0.06656, over 8077.22 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3101, pruned_loss=0.07616, over 2475377.34 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07518, over 21045.74 utterances.], batch size: 30, lr: 2.58e-04
2022-08-30 14:33:50,865 INFO [train.py:927] (4/8) Epoch 15, batch 25250, giga_loss[loss=0.2199, simple_loss=0.3068, pruned_loss=0.06646, over 12365.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03976, over 145.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3069, pruned_loss=0.07461, over 2474797.82 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07285, over 19674.97 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06241, over 2468594.25 frames. utt_duration=1225 frames, utt_pad_proportion=0.06589, over 8068.12 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.309, pruned_loss=0.07584, over 2475041.11 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07424, over 20744.24 utterances.], batch size: 145, lr: 2.58e-04
2022-08-30 14:35:37,679 INFO [train.py:927] (4/8) Epoch 15, batch 25300, giga_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.06999, over 12416.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05514, over 162.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3079, pruned_loss=0.07472, over 2474615.14 frames. utt_duration=507.9 frames, utt_pad_proportion=0.0702, over 19547.22 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2877, pruned_loss=0.06244, over 2468599.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06514, over 8054.15 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3099, pruned_loss=0.07584, over 2474896.96 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07173, over 20566.49 utterances.], batch size: 162, lr: 2.58e-04
2022-08-30 14:37:26,774 INFO [train.py:927] (4/8) Epoch 15, batch 25350, giga_loss[loss=0.2267, simple_loss=0.3347, pruned_loss=0.05937, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04839, over 34.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07448, over 2474307.49 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07619, over 19878.70 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2875, pruned_loss=0.06228, over 2468489.97 frames. utt_duration=1232 frames, utt_pad_proportion=0.06422, over 8022.31 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3103, pruned_loss=0.07573, over 2474756.71 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07749, over 20928.53 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:39:13,456 INFO [train.py:927] (4/8) Epoch 15, batch 25400, giga_loss[loss=0.2828, simple_loss=0.3485, pruned_loss=0.1085, over 12417.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06796, over 211.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3106, pruned_loss=0.07419, over 2473989.28 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07956, over 20103.22 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06248, over 2468677.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.06388, over 8053.60 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3125, pruned_loss=0.07528, over 2474309.72 frames. utt_duration=469 frames, utt_pad_proportion=0.08062, over 21167.22 utterances.], batch size: 211, lr: 2.58e-04
2022-08-30 14:40:58,542 INFO [train.py:927] (4/8) Epoch 15, batch 25450, giga_loss[loss=0.3111, simple_loss=0.3627, pruned_loss=0.1297, over 12361.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.113, over 260.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3144, pruned_loss=0.07735, over 2474559.35 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07882, over 20624.96 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.06254, over 2468728.96 frames. utt_duration=1228 frames, utt_pad_proportion=0.06362, over 8051.33 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3159, pruned_loss=0.07822, over 2474789.12 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07979, over 21516.31 utterances.], batch size: 260, lr: 2.58e-04
2022-08-30 14:42:43,500 INFO [train.py:927] (4/8) Epoch 15, batch 25500, giga_loss[loss=0.2698, simple_loss=0.3387, pruned_loss=0.1005, over 12448.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03413, over 86.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3144, pruned_loss=0.07754, over 2474631.99 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07433, over 19836.98 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06266, over 2469007.91 frames. utt_duration=1229 frames, utt_pad_proportion=0.06253, over 8042.74 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3162, pruned_loss=0.07854, over 2474749.28 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07582, over 20899.95 utterances.], batch size: 86, lr: 2.58e-04
2022-08-30 14:44:28,045 INFO [train.py:927] (4/8) Epoch 15, batch 25550, libri_loss[loss=0.2123, simple_loss=0.2937, pruned_loss=0.06542, over 12356.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02715, over 43.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3133, pruned_loss=0.07579, over 2475012.70 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07068, over 19873.42 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2879, pruned_loss=0.06262, over 2468995.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06158, over 8012.14 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3155, pruned_loss=0.07694, over 2475248.11 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07242, over 21028.67 utterances.], batch size: 43, lr: 2.58e-04
2022-08-30 14:46:14,548 INFO [train.py:927] (4/8) Epoch 15, batch 25600, libri_loss[loss=0.252, simple_loss=0.3229, pruned_loss=0.09053, over 12481.00 frames. utt_duration=961.4 frames, utt_pad_proportion=0.07019, over 52.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3131, pruned_loss=0.07504, over 2474806.07 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07266, over 19954.53 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2883, pruned_loss=0.06281, over 2469009.96 frames. utt_duration=1237 frames, utt_pad_proportion=0.06009, over 7991.36 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3154, pruned_loss=0.07625, over 2475190.81 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07457, over 21347.93 utterances.], batch size: 52, lr: 2.58e-04
2022-08-30 14:47:59,692 INFO [train.py:927] (4/8) Epoch 15, batch 25650, giga_loss[loss=0.2143, simple_loss=0.2975, pruned_loss=0.06559, over 12369.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05291, over 161.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3116, pruned_loss=0.0747, over 2474622.60 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07485, over 20341.03 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2878, pruned_loss=0.06265, over 2468785.91 frames. utt_duration=1231 frames, utt_pad_proportion=0.06366, over 8034.61 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3144, pruned_loss=0.07608, over 2475240.70 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07517, over 21677.18 utterances.], batch size: 161, lr: 2.58e-04
2022-08-30 14:49:45,582 INFO [train.py:927] (4/8) Epoch 15, batch 25700, giga_loss[loss=0.26, simple_loss=0.3341, pruned_loss=0.09301, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3101, pruned_loss=0.07461, over 2474442.93 frames. utt_duration=485.9 frames, utt_pad_proportion=0.08415, over 20433.94 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2882, pruned_loss=0.06282, over 2468407.89 frames. utt_duration=1222 frames, utt_pad_proportion=0.06584, over 8087.94 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3127, pruned_loss=0.07594, over 2475479.40 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08338, over 21861.13 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 14:51:30,341 INFO [train.py:927] (4/8) Epoch 15, batch 25750, giga_loss[loss=0.2544, simple_loss=0.3208, pruned_loss=0.09401, over 12385.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06993, over 211.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3098, pruned_loss=0.07553, over 2474632.14 frames. utt_duration=489 frames, utt_pad_proportion=0.07775, over 20304.55 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06286, over 2468683.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.06564, over 8108.81 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07676, over 2475311.65 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07769, over 21630.25 utterances.], batch size: 211, lr: 2.57e-04
2022-08-30 14:53:11,782 INFO [train.py:927] (4/8) Epoch 15, batch 25800, giga_loss[loss=0.2318, simple_loss=0.3141, pruned_loss=0.07474, over 12338.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3089, pruned_loss=0.07562, over 2473863.00 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07976, over 20639.89 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06268, over 2468209.68 frames. utt_duration=1224 frames, utt_pad_proportion=0.0647, over 8076.30 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07721, over 2475049.26 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08005, over 22134.75 utterances.], batch size: 97, lr: 2.57e-04
2022-08-30 14:54:54,502 INFO [train.py:927] (4/8) Epoch 15, batch 25850, giga_loss[loss=0.1934, simple_loss=0.2834, pruned_loss=0.05166, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03262, over 75.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.306, pruned_loss=0.07265, over 2473891.57 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07625, over 20769.83 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.06263, over 2468115.35 frames. utt_duration=1227 frames, utt_pad_proportion=0.06374, over 8056.01 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3087, pruned_loss=0.07415, over 2475016.01 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07709, over 22211.19 utterances.], batch size: 75, lr: 2.57e-04
2022-08-30 14:56:42,603 INFO [train.py:927] (4/8) Epoch 15, batch 25900, giga_loss[loss=0.2675, simple_loss=0.3262, pruned_loss=0.1044, over 12425.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06154, over 183.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3054, pruned_loss=0.07215, over 2474387.96 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07346, over 20365.38 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2887, pruned_loss=0.06269, over 2468211.90 frames. utt_duration=1227 frames, utt_pad_proportion=0.06322, over 8059.07 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3075, pruned_loss=0.07363, over 2475375.30 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07463, over 21923.26 utterances.], batch size: 183, lr: 2.57e-04
2022-08-30 14:58:26,777 INFO [train.py:927] (4/8) Epoch 15, batch 25950, giga_loss[loss=0.2222, simple_loss=0.3119, pruned_loss=0.06624, over 12404.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.0408, over 123.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3054, pruned_loss=0.07287, over 2474245.71 frames. utt_duration=479 frames, utt_pad_proportion=0.07229, over 20727.00 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2887, pruned_loss=0.06271, over 2468029.73 frames. utt_duration=1227 frames, utt_pad_proportion=0.06273, over 8054.48 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3073, pruned_loss=0.0741, over 2475250.29 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07346, over 22070.27 utterances.], batch size: 123, lr: 2.57e-04
2022-08-30 15:00:09,957 INFO [train.py:927] (4/8) Epoch 15, batch 26000, giga_loss[loss=0.1999, simple_loss=0.2852, pruned_loss=0.05729, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03224, over 85.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3072, pruned_loss=0.07389, over 2474050.01 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07306, over 21060.48 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2885, pruned_loss=0.06266, over 2468217.47 frames. utt_duration=1230 frames, utt_pad_proportion=0.0619, over 8039.80 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07525, over 2474894.73 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07424, over 22544.34 utterances.], batch size: 85, lr: 2.57e-04
2022-08-30 15:01:53,630 INFO [train.py:927] (4/8) Epoch 15, batch 26050, giga_loss[loss=0.2147, simple_loss=0.2884, pruned_loss=0.07051, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03624, over 40.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3077, pruned_loss=0.07488, over 2473904.16 frames. utt_duration=454.9 frames, utt_pad_proportion=0.0784, over 21824.20 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.06273, over 2468310.31 frames. utt_duration=1221 frames, utt_pad_proportion=0.06613, over 8098.88 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3097, pruned_loss=0.07606, over 2474568.74 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07779, over 23135.99 utterances.], batch size: 40, lr: 2.57e-04
2022-08-30 15:03:39,222 INFO [train.py:927] (4/8) Epoch 15, batch 26100, giga_loss[loss=0.2416, simple_loss=0.3197, pruned_loss=0.08172, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03014, over 85.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3088, pruned_loss=0.07515, over 2473996.46 frames. utt_duration=472 frames, utt_pad_proportion=0.07251, over 21033.60 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06279, over 2468235.07 frames. utt_duration=1221 frames, utt_pad_proportion=0.06598, over 8097.13 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3109, pruned_loss=0.07624, over 2474686.72 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07241, over 22305.56 utterances.], batch size: 85, lr: 2.57e-04
2022-08-30 15:05:25,981 INFO [train.py:927] (4/8) Epoch 15, batch 26150, giga_loss[loss=0.2255, simple_loss=0.3031, pruned_loss=0.07394, over 12444.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03312, over 86.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3097, pruned_loss=0.07566, over 2474075.83 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06916, over 20367.14 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06287, over 2468131.15 frames. utt_duration=1220 frames, utt_pad_proportion=0.0655, over 8100.75 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.07675, over 2474843.64 frames. utt_duration=458.5 frames, utt_pad_proportion=0.06945, over 21660.43 utterances.], batch size: 86, lr: 2.57e-04
2022-08-30 15:07:15,539 INFO [train.py:927] (4/8) Epoch 15, batch 26200, giga_loss[loss=0.237, simple_loss=0.3079, pruned_loss=0.08303, over 12373.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3113, pruned_loss=0.07568, over 2474758.33 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0706, over 21187.59 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06307, over 2468305.97 frames. utt_duration=1210 frames, utt_pad_proportion=0.06937, over 8170.43 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.0766, over 2475322.23 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06958, over 22378.00 utterances.], batch size: 363, lr: 2.57e-04
2022-08-30 15:09:05,050 INFO [train.py:927] (4/8) Epoch 15, batch 26250, giga_loss[loss=0.2451, simple_loss=0.3188, pruned_loss=0.08564, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03631, over 123.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3105, pruned_loss=0.07524, over 2474485.07 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06934, over 20907.57 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.06303, over 2468512.19 frames. utt_duration=1212 frames, utt_pad_proportion=0.0689, over 8157.79 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.312, pruned_loss=0.07611, over 2474798.45 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06875, over 21977.63 utterances.], batch size: 123, lr: 2.57e-04
2022-08-30 15:10:52,782 INFO [train.py:927] (4/8) Epoch 15, batch 26300, giga_loss[loss=0.2092, simple_loss=0.287, pruned_loss=0.0657, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02938, over 42.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3105, pruned_loss=0.07585, over 2474521.86 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07325, over 21963.36 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.289, pruned_loss=0.06311, over 2468459.34 frames. utt_duration=1209 frames, utt_pad_proportion=0.06916, over 8178.23 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3117, pruned_loss=0.07658, over 2474863.39 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07257, over 22894.87 utterances.], batch size: 42, lr: 2.57e-04
2022-08-30 15:12:36,838 INFO [train.py:927] (4/8) Epoch 15, batch 26350, libri_loss[loss=0.216, simple_loss=0.297, pruned_loss=0.06755, over 12403.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005626, over 34.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.31, pruned_loss=0.07673, over 2475042.26 frames. utt_duration=437 frames, utt_pad_proportion=0.07795, over 22731.12 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06317, over 2468481.52 frames. utt_duration=1212 frames, utt_pad_proportion=0.06783, over 8154.01 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3112, pruned_loss=0.07753, over 2475439.54 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07769, over 23812.38 utterances.], batch size: 34, lr: 2.57e-04
2022-08-30 15:14:22,139 INFO [train.py:927] (4/8) Epoch 15, batch 26400, libri_loss[loss=0.1756, simple_loss=0.2542, pruned_loss=0.04846, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01013, over 28.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3097, pruned_loss=0.07722, over 2474945.70 frames. utt_duration=442 frames, utt_pad_proportion=0.07736, over 22474.24 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.063, over 2468340.11 frames. utt_duration=1216 frames, utt_pad_proportion=0.06755, over 8127.54 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3113, pruned_loss=0.07817, over 2475461.75 frames. utt_duration=422.9 frames, utt_pad_proportion=0.0773, over 23493.98 utterances.], batch size: 28, lr: 2.57e-04
2022-08-30 15:16:05,222 INFO [train.py:927] (4/8) Epoch 15, batch 26450, giga_loss[loss=0.2185, simple_loss=0.3068, pruned_loss=0.06513, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04068, over 28.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3095, pruned_loss=0.07676, over 2474722.95 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07576, over 22175.17 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.06291, over 2468290.65 frames. utt_duration=1216 frames, utt_pad_proportion=0.06766, over 8127.61 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3112, pruned_loss=0.07777, over 2475260.49 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0758, over 23168.69 utterances.], batch size: 28, lr: 2.57e-04
2022-08-30 15:17:49,422 INFO [train.py:927] (4/8) Epoch 15, batch 26500, giga_loss[loss=0.2232, simple_loss=0.307, pruned_loss=0.06965, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3083, pruned_loss=0.07579, over 2474586.30 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07149, over 21360.15 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.06272, over 2468275.79 frames. utt_duration=1222 frames, utt_pad_proportion=0.06674, over 8092.40 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.077, over 2475105.08 frames. utt_duration=443 frames, utt_pad_proportion=0.07203, over 22425.03 utterances.], batch size: 133, lr: 2.57e-04
2022-08-30 15:19:35,540 INFO [train.py:927] (4/8) Epoch 15, batch 26550, giga_loss[loss=0.2347, simple_loss=0.3115, pruned_loss=0.0789, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3098, pruned_loss=0.07681, over 2474385.87 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07546, over 21756.77 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2887, pruned_loss=0.06281, over 2468028.02 frames. utt_duration=1206 frames, utt_pad_proportion=0.07349, over 8194.53 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3118, pruned_loss=0.0782, over 2475275.90 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07338, over 23018.97 utterances.], batch size: 146, lr: 2.57e-04
2022-08-30 15:21:17,133 INFO [train.py:927] (4/8) Epoch 15, batch 26600, giga_loss[loss=0.2335, simple_loss=0.3204, pruned_loss=0.07328, over 12398.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02622, over 70.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3101, pruned_loss=0.07693, over 2474210.95 frames. utt_duration=470 frames, utt_pad_proportion=0.07195, over 21121.34 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.06271, over 2468291.05 frames. utt_duration=1209 frames, utt_pad_proportion=0.07183, over 8176.61 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3126, pruned_loss=0.07861, over 2474902.67 frames. utt_duration=439.8 frames, utt_pad_proportion=0.071, over 22583.39 utterances.], batch size: 70, lr: 2.57e-04
2022-08-30 15:22:59,230 INFO [train.py:927] (4/8) Epoch 15, batch 26650, giga_loss[loss=0.25, simple_loss=0.3286, pruned_loss=0.08572, over 12415.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06195, over 183.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3118, pruned_loss=0.0787, over 2473946.24 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08515, over 22297.17 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2893, pruned_loss=0.06334, over 2468489.78 frames. utt_duration=1167 frames, utt_pad_proportion=0.08403, over 8470.17 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.314, pruned_loss=0.0801, over 2474572.47 frames. utt_duration=417.9 frames, utt_pad_proportion=0.07981, over 23768.06 utterances.], batch size: 183, lr: 2.57e-04
2022-08-30 15:23:46,979 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-30 15:26:15,856 INFO [train.py:927] (4/8) Epoch 16, batch 50, giga_loss[loss=0.2337, simple_loss=0.3144, pruned_loss=0.07652, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07365, over 213.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.3055, pruned_loss=0.06115, over 548500.51 frames. utt_duration=578 frames, utt_pad_proportion=0.05096, over 3805.64 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2894, pruned_loss=0.05317, over 49235.89 frames. utt_duration=1252 frames, utt_pad_proportion=0.06355, over 157.54 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.307, pruned_loss=0.06184, over 509401.76 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05052, over 3689.71 utterances.], batch size: 213, lr: 2.51e-04
2022-08-30 15:27:58,495 INFO [train.py:927] (4/8) Epoch 16, batch 100, libri_loss[loss=0.1618, simple_loss=0.2446, pruned_loss=0.03948, over 12296.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008898, over 28.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2883, pruned_loss=0.0559, over 974482.01 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06827, over 6918.71 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2863, pruned_loss=0.05453, over 132439.06 frames. utt_duration=1136 frames, utt_pad_proportion=0.1098, over 467.13 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2889, pruned_loss=0.05616, over 889791.07 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06528, over 6711.26 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 15:29:41,641 INFO [train.py:927] (4/8) Epoch 16, batch 150, giga_loss[loss=0.1611, simple_loss=0.2383, pruned_loss=0.04198, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02711, over 45.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2737, pruned_loss=0.05047, over 1306270.74 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06329, over 9733.41 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2802, pruned_loss=0.05281, over 166905.40 frames. utt_duration=1218 frames, utt_pad_proportion=0.09545, over 548.73 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2738, pruned_loss=0.05045, over 1222110.22 frames. utt_duration=510 frames, utt_pad_proportion=0.06198, over 9613.92 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 15:31:24,560 INFO [train.py:927] (4/8) Epoch 16, batch 200, giga_loss[loss=0.1544, simple_loss=0.2404, pruned_loss=0.03422, over 12448.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03761, over 123.00 utterances.], tot_loss[loss=0.1809, simple_loss=0.2661, pruned_loss=0.04781, over 1564696.54 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06171, over 11544.16 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2843, pruned_loss=0.05405, over 268203.37 frames. utt_duration=1283 frames, utt_pad_proportion=0.06576, over 837.30 utterances.], giga_tot_loss[loss=0.1792, simple_loss=0.2642, pruned_loss=0.04713, over 1454672.53 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06198, over 11604.64 utterances.], batch size: 123, lr: 2.51e-04
2022-08-30 15:33:05,855 INFO [train.py:927] (4/8) Epoch 16, batch 250, giga_loss[loss=0.1649, simple_loss=0.253, pruned_loss=0.03844, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03553, over 113.00 utterances.], tot_loss[loss=0.176, simple_loss=0.2609, pruned_loss=0.04554, over 1766628.98 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05752, over 12730.19 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2841, pruned_loss=0.05344, over 311933.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.09168, over 1036.90 utterances.], giga_tot_loss[loss=0.1742, simple_loss=0.2587, pruned_loss=0.04482, over 1664970.80 frames. utt_duration=521.5 frames, utt_pad_proportion=0.05579, over 12808.35 utterances.], batch size: 113, lr: 2.51e-04
2022-08-30 15:34:48,065 INFO [train.py:927] (4/8) Epoch 16, batch 300, giga_loss[loss=0.1571, simple_loss=0.2389, pruned_loss=0.03763, over 12308.00 frames. utt_duration=795.5 frames, utt_pad_proportion=0.0322, over 62.00 utterances.], tot_loss[loss=0.1721, simple_loss=0.2566, pruned_loss=0.04384, over 1923727.69 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06312, over 14026.58 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2837, pruned_loss=0.05291, over 355172.41 frames. utt_duration=1157 frames, utt_pad_proportion=0.1084, over 1229.11 utterances.], giga_tot_loss[loss=0.1703, simple_loss=0.2543, pruned_loss=0.04313, over 1831579.14 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06031, over 14134.75 utterances.], batch size: 62, lr: 2.51e-04
2022-08-30 15:36:27,903 INFO [train.py:927] (4/8) Epoch 16, batch 350, giga_loss[loss=0.1569, simple_loss=0.2372, pruned_loss=0.03836, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03603, over 40.00 utterances.], tot_loss[loss=0.1706, simple_loss=0.2547, pruned_loss=0.04328, over 2045315.29 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06245, over 14679.88 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2826, pruned_loss=0.05193, over 437872.57 frames. utt_duration=1223 frames, utt_pad_proportion=0.09043, over 1433.26 utterances.], giga_tot_loss[loss=0.1684, simple_loss=0.2518, pruned_loss=0.04251, over 1953662.22 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06119, over 15062.93 utterances.], batch size: 40, lr: 2.51e-04
2022-08-30 15:38:06,774 INFO [train.py:927] (4/8) Epoch 16, batch 400, giga_loss[loss=0.1453, simple_loss=0.2271, pruned_loss=0.03174, over 12344.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05536, over 34.00 utterances.], tot_loss[loss=0.1666, simple_loss=0.2503, pruned_loss=0.0415, over 2139975.32 frames. utt_duration=581 frames, utt_pad_proportion=0.0591, over 14771.85 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.281, pruned_loss=0.05131, over 477953.32 frames. utt_duration=1254 frames, utt_pad_proportion=0.08424, over 1526.93 utterances.], giga_tot_loss[loss=0.1646, simple_loss=0.2476, pruned_loss=0.04078, over 2060724.68 frames. utt_duration=543 frames, utt_pad_proportion=0.05852, over 15221.25 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 15:39:47,158 INFO [train.py:927] (4/8) Epoch 16, batch 450, giga_loss[loss=0.1637, simple_loss=0.2457, pruned_loss=0.04085, over 12392.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.1646, simple_loss=0.2479, pruned_loss=0.04064, over 2213970.14 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06488, over 16007.72 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2828, pruned_loss=0.05238, over 546341.50 frames. utt_duration=1277 frames, utt_pad_proportion=0.07365, over 1713.65 utterances.], giga_tot_loss[loss=0.1615, simple_loss=0.2442, pruned_loss=0.03943, over 2141174.40 frames. utt_duration=516.2 frames, utt_pad_proportion=0.065, over 16640.52 utterances.], batch size: 183, lr: 2.51e-04
2022-08-30 15:41:29,575 INFO [train.py:927] (4/8) Epoch 16, batch 500, giga_loss[loss=0.2039, simple_loss=0.2978, pruned_loss=0.05495, over 12443.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.1695, simple_loss=0.2533, pruned_loss=0.04291, over 2271512.42 frames. utt_duration=530.5 frames, utt_pad_proportion=0.07087, over 17176.98 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.283, pruned_loss=0.05239, over 584387.41 frames. utt_duration=1284 frames, utt_pad_proportion=0.06862, over 1822.60 utterances.], giga_tot_loss[loss=0.1668, simple_loss=0.2499, pruned_loss=0.04182, over 2209786.54 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07116, over 17835.98 utterances.], batch size: 123, lr: 2.51e-04
2022-08-30 15:43:09,522 INFO [train.py:927] (4/8) Epoch 16, batch 550, giga_loss[loss=0.2212, simple_loss=0.3105, pruned_loss=0.06592, over 12416.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06766, over 211.00 utterances.], tot_loss[loss=0.1797, simple_loss=0.2648, pruned_loss=0.04728, over 2316011.05 frames. utt_duration=551 frames, utt_pad_proportion=0.06405, over 16857.95 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2828, pruned_loss=0.05241, over 639854.82 frames. utt_duration=1295 frames, utt_pad_proportion=0.06207, over 1977.90 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2617, pruned_loss=0.0463, over 2262159.81 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06519, over 17651.68 utterances.], batch size: 211, lr: 2.51e-04
2022-08-30 15:44:52,194 INFO [train.py:927] (4/8) Epoch 16, batch 600, giga_loss[loss=0.2231, simple_loss=0.3195, pruned_loss=0.06332, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02993, over 58.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2718, pruned_loss=0.04984, over 2351251.23 frames. utt_duration=538 frames, utt_pad_proportion=0.06981, over 17530.99 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2831, pruned_loss=0.05244, over 658178.73 frames. utt_duration=1297 frames, utt_pad_proportion=0.06008, over 2032.00 utterances.], giga_tot_loss[loss=0.1838, simple_loss=0.2694, pruned_loss=0.0491, over 2307644.45 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07071, over 18246.95 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 15:46:38,532 INFO [train.py:927] (4/8) Epoch 16, batch 650, libri_loss[loss=0.1835, simple_loss=0.2729, pruned_loss=0.04705, over 12386.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007068, over 31.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.277, pruned_loss=0.05165, over 2378791.68 frames. utt_duration=520.7 frames, utt_pad_proportion=0.07288, over 18327.74 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2842, pruned_loss=0.05292, over 703034.20 frames. utt_duration=1306 frames, utt_pad_proportion=0.05617, over 2154.89 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2746, pruned_loss=0.05091, over 2341654.12 frames. utt_duration=490.1 frames, utt_pad_proportion=0.074, over 19168.47 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 15:48:23,066 INFO [train.py:927] (4/8) Epoch 16, batch 700, giga_loss[loss=0.2076, simple_loss=0.2953, pruned_loss=0.05998, over 12429.00 frames. utt_duration=754.8 frames, utt_pad_proportion=0.0236, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2814, pruned_loss=0.05437, over 2399811.70 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07417, over 19313.98 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2831, pruned_loss=0.05239, over 737945.02 frames. utt_duration=1320 frames, utt_pad_proportion=0.05341, over 2238.15 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2799, pruned_loss=0.05397, over 2369061.28 frames. utt_duration=470.5 frames, utt_pad_proportion=0.0753, over 20206.07 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 15:50:06,423 INFO [train.py:927] (4/8) Epoch 16, batch 750, giga_loss[loss=0.2144, simple_loss=0.3093, pruned_loss=0.05973, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04371, over 146.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2861, pruned_loss=0.05613, over 2416471.37 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06982, over 18806.77 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2831, pruned_loss=0.05248, over 746711.29 frames. utt_duration=1322 frames, utt_pad_proportion=0.05267, over 2261.96 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2849, pruned_loss=0.05583, over 2392045.20 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07101, over 19561.84 utterances.], batch size: 146, lr: 2.51e-04
2022-08-30 15:51:46,017 INFO [train.py:927] (4/8) Epoch 16, batch 800, libri_loss[loss=0.187, simple_loss=0.2865, pruned_loss=0.04378, over 12396.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02359, over 43.00 utterances.], tot_loss[loss=0.2, simple_loss=0.288, pruned_loss=0.05601, over 2428389.10 frames. utt_duration=538 frames, utt_pad_proportion=0.07073, over 18103.62 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2837, pruned_loss=0.05234, over 797817.38 frames. utt_duration=1315 frames, utt_pad_proportion=0.04926, over 2430.04 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2871, pruned_loss=0.05593, over 2407482.86 frames. utt_duration=508 frames, utt_pad_proportion=0.07233, over 19010.66 utterances.], batch size: 43, lr: 2.51e-04
2022-08-30 15:53:30,283 INFO [train.py:927] (4/8) Epoch 16, batch 850, giga_loss[loss=0.1878, simple_loss=0.2858, pruned_loss=0.04492, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03874, over 28.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2887, pruned_loss=0.0553, over 2436913.80 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06746, over 17395.68 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2832, pruned_loss=0.05208, over 830872.40 frames. utt_duration=1321 frames, utt_pad_proportion=0.04754, over 2518.88 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2882, pruned_loss=0.05537, over 2419765.09 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0693, over 18311.02 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 15:55:10,928 INFO [train.py:927] (4/8) Epoch 16, batch 900, giga_loss[loss=0.2883, simple_loss=0.3447, pruned_loss=0.1159, over 12410.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07661, over 213.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.289, pruned_loss=0.05523, over 2444348.47 frames. utt_duration=562.6 frames, utt_pad_proportion=0.07391, over 17425.39 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2825, pruned_loss=0.05173, over 886696.76 frames. utt_duration=1290 frames, utt_pad_proportion=0.05865, over 2753.00 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2889, pruned_loss=0.05548, over 2430211.27 frames. utt_duration=529.9 frames, utt_pad_proportion=0.07368, over 18396.45 utterances.], batch size: 213, lr: 2.51e-04
2022-08-30 15:56:55,491 INFO [train.py:927] (4/8) Epoch 16, batch 950, giga_loss[loss=0.2239, simple_loss=0.3049, pruned_loss=0.07144, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2921, pruned_loss=0.0574, over 2450920.45 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0676, over 16925.77 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.284, pruned_loss=0.05184, over 941089.62 frames. utt_duration=1284 frames, utt_pad_proportion=0.05706, over 2934.88 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2919, pruned_loss=0.05771, over 2439014.07 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06814, over 18001.19 utterances.], batch size: 48, lr: 2.51e-04
2022-08-30 15:58:36,222 INFO [train.py:927] (4/8) Epoch 16, batch 1000, giga_loss[loss=0.2248, simple_loss=0.3045, pruned_loss=0.07255, over 12369.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03416, over 104.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2936, pruned_loss=0.05955, over 2455982.76 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06499, over 17294.89 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2839, pruned_loss=0.0517, over 971748.53 frames. utt_duration=1290 frames, utt_pad_proportion=0.05512, over 3017.63 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2936, pruned_loss=0.06, over 2445946.63 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06592, over 18335.04 utterances.], batch size: 104, lr: 2.51e-04
2022-08-30 16:00:16,705 INFO [train.py:927] (4/8) Epoch 16, batch 1050, giga_loss[loss=0.1835, simple_loss=0.2748, pruned_loss=0.04605, over 12350.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2931, pruned_loss=0.06023, over 2459569.45 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06794, over 17563.73 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05135, over 1016303.88 frames. utt_duration=1297 frames, utt_pad_proportion=0.05215, over 3138.49 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06095, over 2451041.54 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06908, over 18675.63 utterances.], batch size: 91, lr: 2.51e-04
2022-08-30 16:02:02,082 INFO [train.py:927] (4/8) Epoch 16, batch 1100, giga_loss[loss=0.1875, simple_loss=0.2857, pruned_loss=0.04465, over 12365.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03228, over 62.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2912, pruned_loss=0.05902, over 2462754.69 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0636, over 17002.31 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2822, pruned_loss=0.05088, over 1059209.78 frames. utt_duration=1275 frames, utt_pad_proportion=0.05932, over 3327.46 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2923, pruned_loss=0.05999, over 2455832.53 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0639, over 18094.01 utterances.], batch size: 62, lr: 2.51e-04
2022-08-30 16:03:45,673 INFO [train.py:927] (4/8) Epoch 16, batch 1150, giga_loss[loss=0.183, simple_loss=0.2662, pruned_loss=0.04987, over 12396.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2868, pruned_loss=0.0571, over 2465548.33 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06724, over 18075.02 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05101, over 1094054.55 frames. utt_duration=1248 frames, utt_pad_proportion=0.0678, over 3511.33 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2877, pruned_loss=0.05797, over 2459946.97 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06591, over 19084.49 utterances.], batch size: 113, lr: 2.51e-04
2022-08-30 16:05:27,450 INFO [train.py:927] (4/8) Epoch 16, batch 1200, giga_loss[loss=0.1924, simple_loss=0.2895, pruned_loss=0.04763, over 12363.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05603, over 181.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2838, pruned_loss=0.05612, over 2467823.31 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07047, over 19366.00 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05111, over 1107875.05 frames. utt_duration=1247 frames, utt_pad_proportion=0.06682, over 3559.12 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2842, pruned_loss=0.0568, over 2463306.56 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06953, over 20262.17 utterances.], batch size: 181, lr: 2.51e-04
2022-08-30 16:07:09,205 INFO [train.py:927] (4/8) Epoch 16, batch 1250, giga_loss[loss=0.172, simple_loss=0.2611, pruned_loss=0.04141, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2829, pruned_loss=0.05573, over 2468736.72 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06945, over 19187.53 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.05094, over 1141386.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.06488, over 3652.30 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2834, pruned_loss=0.05646, over 2465260.96 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06913, over 20177.02 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 16:08:49,107 INFO [train.py:927] (4/8) Epoch 16, batch 1300, giga_loss[loss=0.183, simple_loss=0.2611, pruned_loss=0.05242, over 12459.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03635, over 43.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2801, pruned_loss=0.05458, over 2469512.64 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06622, over 18157.10 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2826, pruned_loss=0.0509, over 1186661.69 frames. utt_duration=1264 frames, utt_pad_proportion=0.06149, over 3758.68 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2806, pruned_loss=0.05533, over 2467217.42 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06678, over 19346.42 utterances.], batch size: 43, lr: 2.51e-04
2022-08-30 16:10:30,345 INFO [train.py:927] (4/8) Epoch 16, batch 1350, giga_loss[loss=0.1711, simple_loss=0.2542, pruned_loss=0.044, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2771, pruned_loss=0.05317, over 2470205.59 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06293, over 17130.25 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05076, over 1236730.38 frames. utt_duration=1248 frames, utt_pad_proportion=0.06722, over 3969.83 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2774, pruned_loss=0.05395, over 2468673.65 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06239, over 18396.20 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 16:12:11,631 INFO [train.py:927] (4/8) Epoch 16, batch 1400, giga_loss[loss=0.1687, simple_loss=0.2468, pruned_loss=0.04532, over 12332.00 frames. utt_duration=914.9 frames, utt_pad_proportion=0.02252, over 54.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2744, pruned_loss=0.05262, over 2470298.44 frames. utt_duration=595.3 frames, utt_pad_proportion=0.0612, over 16641.86 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.282, pruned_loss=0.05054, over 1261262.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.06539, over 4041.94 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2747, pruned_loss=0.05337, over 2469026.33 frames. utt_duration=556 frames, utt_pad_proportion=0.06119, over 17809.98 utterances.], batch size: 54, lr: 2.51e-04
2022-08-30 16:13:55,399 INFO [train.py:927] (4/8) Epoch 16, batch 1450, giga_loss[loss=0.1811, simple_loss=0.2641, pruned_loss=0.04903, over 12323.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03446, over 58.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2713, pruned_loss=0.05154, over 2470614.18 frames. utt_duration=623.6 frames, utt_pad_proportion=0.05663, over 15887.18 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2819, pruned_loss=0.05035, over 1279147.96 frames. utt_duration=1256 frames, utt_pad_proportion=0.06423, over 4079.17 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2715, pruned_loss=0.05224, over 2469759.52 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05711, over 16941.45 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 16:15:39,011 INFO [train.py:927] (4/8) Epoch 16, batch 1500, giga_loss[loss=0.1462, simple_loss=0.2306, pruned_loss=0.03091, over 12370.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04609, over 34.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2699, pruned_loss=0.05086, over 2471123.53 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05612, over 16055.70 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2819, pruned_loss=0.05043, over 1302629.12 frames. utt_duration=1256 frames, utt_pad_proportion=0.06317, over 4151.96 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2698, pruned_loss=0.05138, over 2470600.27 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05672, over 17045.45 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:17:22,854 INFO [train.py:927] (4/8) Epoch 16, batch 1550, giga_loss[loss=0.2161, simple_loss=0.2988, pruned_loss=0.06674, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0311, over 86.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2713, pruned_loss=0.05175, over 2472199.50 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05763, over 16309.84 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2819, pruned_loss=0.0504, over 1325777.70 frames. utt_duration=1259 frames, utt_pad_proportion=0.06148, over 4218.48 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.271, pruned_loss=0.05219, over 2471821.57 frames. utt_duration=575 frames, utt_pad_proportion=0.05833, over 17240.09 utterances.], batch size: 86, lr: 2.51e-04
2022-08-30 16:19:06,516 INFO [train.py:927] (4/8) Epoch 16, batch 1600, libri_loss[loss=0.2019, simple_loss=0.292, pruned_loss=0.05594, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01348, over 40.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2767, pruned_loss=0.05438, over 2472007.82 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05823, over 16637.06 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2822, pruned_loss=0.05051, over 1370467.71 frames. utt_duration=1267 frames, utt_pad_proportion=0.05806, over 4330.92 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.276, pruned_loss=0.05477, over 2471998.03 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05946, over 17725.62 utterances.], batch size: 40, lr: 2.51e-04
2022-08-30 16:20:48,921 INFO [train.py:927] (4/8) Epoch 16, batch 1650, giga_loss[loss=0.2182, simple_loss=0.3141, pruned_loss=0.06111, over 12348.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03568, over 104.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2817, pruned_loss=0.05665, over 2471602.77 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06203, over 17189.20 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2822, pruned_loss=0.05043, over 1413315.28 frames. utt_duration=1268 frames, utt_pad_proportion=0.05636, over 4464.30 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.281, pruned_loss=0.05721, over 2472035.13 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06321, over 18406.29 utterances.], batch size: 104, lr: 2.51e-04
2022-08-30 16:22:32,668 INFO [train.py:927] (4/8) Epoch 16, batch 1700, giga_loss[loss=0.2216, simple_loss=0.3137, pruned_loss=0.06472, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.287, pruned_loss=0.05866, over 2471678.05 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06438, over 17801.70 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2822, pruned_loss=0.05062, over 1439330.76 frames. utt_duration=1274 frames, utt_pad_proportion=0.05455, over 4525.03 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2865, pruned_loss=0.05916, over 2472169.92 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06559, over 18994.03 utterances.], batch size: 146, lr: 2.51e-04
2022-08-30 16:24:15,875 INFO [train.py:927] (4/8) Epoch 16, batch 1750, giga_loss[loss=0.1689, simple_loss=0.27, pruned_loss=0.03385, over 12469.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02967, over 75.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2907, pruned_loss=0.05901, over 2473215.32 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06398, over 18221.61 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05097, over 1454967.72 frames. utt_duration=1245 frames, utt_pad_proportion=0.06343, over 4680.10 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.29, pruned_loss=0.05935, over 2473411.59 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06329, over 19207.31 utterances.], batch size: 75, lr: 2.51e-04
2022-08-30 16:25:58,382 INFO [train.py:927] (4/8) Epoch 16, batch 1800, giga_loss[loss=0.1667, simple_loss=0.2582, pruned_loss=0.03758, over 12193.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04104, over 28.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2887, pruned_loss=0.05677, over 2473494.53 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05961, over 17524.97 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.05088, over 1485270.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.06099, over 4754.86 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2882, pruned_loss=0.05726, over 2473537.54 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0598, over 18598.98 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 16:27:43,312 INFO [train.py:927] (4/8) Epoch 16, batch 1850, giga_loss[loss=0.2402, simple_loss=0.3264, pruned_loss=0.07697, over 12353.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04082, over 145.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2897, pruned_loss=0.05693, over 2473523.70 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05888, over 17836.00 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2831, pruned_loss=0.0508, over 1490055.86 frames. utt_duration=1254 frames, utt_pad_proportion=0.06068, over 4760.08 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2894, pruned_loss=0.05738, over 2473678.96 frames. utt_duration=530 frames, utt_pad_proportion=0.05913, over 18721.97 utterances.], batch size: 145, lr: 2.51e-04
2022-08-30 16:29:27,679 INFO [train.py:927] (4/8) Epoch 16, batch 1900, giga_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05965, over 12403.00 frames. utt_duration=903.6 frames, utt_pad_proportion=0.03153, over 55.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.292, pruned_loss=0.05861, over 2473072.99 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05961, over 17955.59 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2836, pruned_loss=0.0509, over 1504910.96 frames. utt_duration=1255 frames, utt_pad_proportion=0.05947, over 4803.48 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2916, pruned_loss=0.05901, over 2473039.16 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06004, over 18795.33 utterances.], batch size: 55, lr: 2.51e-04
2022-08-30 16:31:13,848 INFO [train.py:927] (4/8) Epoch 16, batch 1950, giga_loss[loss=0.2175, simple_loss=0.305, pruned_loss=0.06499, over 12458.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.293, pruned_loss=0.05963, over 2473440.65 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05845, over 17637.72 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05059, over 1529180.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05769, over 4851.93 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2933, pruned_loss=0.06028, over 2473162.03 frames. utt_duration=534.9 frames, utt_pad_proportion=0.05927, over 18546.45 utterances.], batch size: 105, lr: 2.51e-04
2022-08-30 16:32:57,219 INFO [train.py:927] (4/8) Epoch 16, batch 2000, giga_loss[loss=0.218, simple_loss=0.3107, pruned_loss=0.06272, over 12445.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04135, over 114.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.294, pruned_loss=0.06068, over 2474452.44 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05893, over 17790.56 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2821, pruned_loss=0.05029, over 1548029.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05636, over 4883.67 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2947, pruned_loss=0.06152, over 2474149.25 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05986, over 18703.86 utterances.], batch size: 114, lr: 2.51e-04
2022-08-30 16:34:40,771 INFO [train.py:927] (4/8) Epoch 16, batch 2050, giga_loss[loss=0.2025, simple_loss=0.289, pruned_loss=0.05805, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03281, over 42.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2962, pruned_loss=0.06148, over 2474040.20 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05746, over 17616.59 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05028, over 1575671.08 frames. utt_duration=1274 frames, utt_pad_proportion=0.05432, over 4951.27 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2971, pruned_loss=0.06243, over 2473637.51 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05877, over 18620.76 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 16:36:23,534 INFO [train.py:927] (4/8) Epoch 16, batch 2100, giga_loss[loss=0.2101, simple_loss=0.2991, pruned_loss=0.06051, over 12422.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2957, pruned_loss=0.06127, over 2473694.38 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05972, over 17509.45 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2823, pruned_loss=0.05031, over 1589223.16 frames. utt_duration=1272 frames, utt_pad_proportion=0.05373, over 5002.73 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2965, pruned_loss=0.06216, over 2473237.10 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06083, over 18423.04 utterances.], batch size: 105, lr: 2.51e-04
2022-08-30 16:38:05,767 INFO [train.py:927] (4/8) Epoch 16, batch 2150, giga_loss[loss=0.2323, simple_loss=0.3148, pruned_loss=0.07492, over 12402.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05041, over 161.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2949, pruned_loss=0.06137, over 2473831.70 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06533, over 17536.71 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05058, over 1615529.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06512, over 5251.75 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2956, pruned_loss=0.06221, over 2473364.63 frames. utt_duration=539.9 frames, utt_pad_proportion=0.0632, over 18374.86 utterances.], batch size: 161, lr: 2.51e-04
2022-08-30 16:39:48,789 INFO [train.py:927] (4/8) Epoch 16, batch 2200, libri_loss[loss=0.1581, simple_loss=0.2444, pruned_loss=0.03591, over 12211.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007613, over 31.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2957, pruned_loss=0.06203, over 2473877.75 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06082, over 16943.63 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2828, pruned_loss=0.05052, over 1628155.95 frames. utt_duration=1230 frames, utt_pad_proportion=0.06528, over 5302.70 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2965, pruned_loss=0.0629, over 2473695.97 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05917, over 17726.56 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 16:41:32,090 INFO [train.py:927] (4/8) Epoch 16, batch 2250, giga_loss[loss=0.211, simple_loss=0.3028, pruned_loss=0.05961, over 12373.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.0397, over 145.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2956, pruned_loss=0.06177, over 2473030.13 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06268, over 16794.12 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2824, pruned_loss=0.05031, over 1640726.76 frames. utt_duration=1233 frames, utt_pad_proportion=0.06454, over 5328.01 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2966, pruned_loss=0.06274, over 2472925.99 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06147, over 17544.57 utterances.], batch size: 145, lr: 2.51e-04
2022-08-30 16:43:16,583 INFO [train.py:927] (4/8) Epoch 16, batch 2300, giga_loss[loss=0.1943, simple_loss=0.2794, pruned_loss=0.05466, over 12322.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02715, over 79.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2947, pruned_loss=0.06164, over 2472350.41 frames. utt_duration=619.9 frames, utt_pad_proportion=0.05941, over 15991.42 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2812, pruned_loss=0.04995, over 1665067.23 frames. utt_duration=1245 frames, utt_pad_proportion=0.06254, over 5354.87 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2966, pruned_loss=0.06293, over 2472541.40 frames. utt_duration=587.8 frames, utt_pad_proportion=0.0591, over 16868.05 utterances.], batch size: 79, lr: 2.51e-04
2022-08-30 16:45:00,115 INFO [train.py:927] (4/8) Epoch 16, batch 2350, giga_loss[loss=0.1885, simple_loss=0.2753, pruned_loss=0.05089, over 12343.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2917, pruned_loss=0.06008, over 2471748.08 frames. utt_duration=634.3 frames, utt_pad_proportion=0.05815, over 15625.13 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.281, pruned_loss=0.04994, over 1688339.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.06085, over 5389.68 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2936, pruned_loss=0.06142, over 2472499.00 frames. utt_duration=598 frames, utt_pad_proportion=0.05847, over 16579.24 utterances.], batch size: 91, lr: 2.51e-04
2022-08-30 16:46:41,779 INFO [train.py:927] (4/8) Epoch 16, batch 2400, giga_loss[loss=0.219, simple_loss=0.296, pruned_loss=0.07105, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04342, over 33.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.29, pruned_loss=0.05942, over 2471352.91 frames. utt_duration=628.5 frames, utt_pad_proportion=0.06293, over 15766.51 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2812, pruned_loss=0.05009, over 1715346.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.06641, over 5568.03 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2918, pruned_loss=0.06071, over 2471966.48 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06151, over 16703.67 utterances.], batch size: 33, lr: 2.50e-04
2022-08-30 16:48:25,270 INFO [train.py:927] (4/8) Epoch 16, batch 2450, giga_loss[loss=0.1845, simple_loss=0.2779, pruned_loss=0.04553, over 12428.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.0333, over 75.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2875, pruned_loss=0.0586, over 2471119.03 frames. utt_duration=636.8 frames, utt_pad_proportion=0.06069, over 15558.03 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2809, pruned_loss=0.05008, over 1733527.27 frames. utt_duration=1240 frames, utt_pad_proportion=0.06468, over 5597.47 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2893, pruned_loss=0.05983, over 2472114.28 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06017, over 16512.88 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 16:50:06,026 INFO [train.py:927] (4/8) Epoch 16, batch 2500, giga_loss[loss=0.178, simple_loss=0.26, pruned_loss=0.048, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.284, pruned_loss=0.05712, over 2471864.09 frames. utt_duration=638.5 frames, utt_pad_proportion=0.05777, over 15522.17 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2803, pruned_loss=0.04977, over 1755703.13 frames. utt_duration=1249 frames, utt_pad_proportion=0.0627, over 5627.26 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2859, pruned_loss=0.05852, over 2472381.87 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05807, over 16531.19 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 16:51:49,782 INFO [train.py:927] (4/8) Epoch 16, batch 2550, giga_loss[loss=0.1792, simple_loss=0.2782, pruned_loss=0.0401, over 12376.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04004, over 113.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2825, pruned_loss=0.05619, over 2471880.02 frames. utt_duration=625.7 frames, utt_pad_proportion=0.06229, over 15841.63 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2812, pruned_loss=0.05022, over 1786897.77 frames. utt_duration=1217 frames, utt_pad_proportion=0.07154, over 5879.16 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2836, pruned_loss=0.05732, over 2472678.79 frames. utt_duration=588.5 frames, utt_pad_proportion=0.05956, over 16850.88 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 16:53:33,493 INFO [train.py:927] (4/8) Epoch 16, batch 2600, giga_loss[loss=0.1888, simple_loss=0.2666, pruned_loss=0.05557, over 12307.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03566, over 51.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.283, pruned_loss=0.05602, over 2472128.60 frames. utt_duration=605 frames, utt_pad_proportion=0.06078, over 16384.35 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2806, pruned_loss=0.05003, over 1813615.82 frames. utt_duration=1229 frames, utt_pad_proportion=0.06876, over 5909.51 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2843, pruned_loss=0.05724, over 2472941.92 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05944, over 17518.97 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 16:55:22,020 INFO [train.py:927] (4/8) Epoch 16, batch 2650, giga_loss[loss=0.1896, simple_loss=0.2741, pruned_loss=0.05257, over 12273.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.03677, over 51.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2847, pruned_loss=0.05629, over 2472777.59 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06428, over 16918.18 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2814, pruned_loss=0.05031, over 1845812.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.07113, over 6047.82 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2854, pruned_loss=0.0574, over 2473460.32 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06224, over 18230.54 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 16:57:03,352 INFO [train.py:927] (4/8) Epoch 16, batch 2700, libri_loss[loss=0.1799, simple_loss=0.2707, pruned_loss=0.04462, over 12289.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005538, over 32.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2844, pruned_loss=0.05492, over 2473673.56 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06212, over 17267.72 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05061, over 1864240.52 frames. utt_duration=1209 frames, utt_pad_proportion=0.07457, over 6176.85 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2844, pruned_loss=0.05575, over 2474390.95 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05958, over 18510.30 utterances.], batch size: 32, lr: 2.50e-04
2022-08-30 16:58:47,331 INFO [train.py:927] (4/8) Epoch 16, batch 2750, libri_loss[loss=0.2105, simple_loss=0.3015, pruned_loss=0.05977, over 12370.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01088, over 38.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2835, pruned_loss=0.05468, over 2473955.20 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06076, over 17138.98 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2819, pruned_loss=0.0505, over 1879043.89 frames. utt_duration=1216 frames, utt_pad_proportion=0.07281, over 6189.35 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2838, pruned_loss=0.05551, over 2474788.66 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05924, over 18376.13 utterances.], batch size: 38, lr: 2.50e-04
2022-08-30 17:00:30,489 INFO [train.py:927] (4/8) Epoch 16, batch 2800, giga_loss[loss=0.183, simple_loss=0.2646, pruned_loss=0.05073, over 12347.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04566, over 26.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2844, pruned_loss=0.05505, over 2473735.95 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06356, over 17504.59 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2821, pruned_loss=0.0506, over 1882098.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.07241, over 6197.40 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2846, pruned_loss=0.05565, over 2474312.39 frames. utt_duration=536 frames, utt_pad_proportion=0.06233, over 18516.40 utterances.], batch size: 26, lr: 2.50e-04
2022-08-30 17:02:12,698 INFO [train.py:927] (4/8) Epoch 16, batch 2850, giga_loss[loss=0.1992, simple_loss=0.2962, pruned_loss=0.0511, over 12367.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2866, pruned_loss=0.05594, over 2473031.10 frames. utt_duration=583.4 frames, utt_pad_proportion=0.0616, over 16999.97 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2825, pruned_loss=0.05077, over 1896776.97 frames. utt_duration=1213 frames, utt_pad_proportion=0.07149, over 6262.06 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2865, pruned_loss=0.05641, over 2473421.60 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06087, over 17990.80 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 17:03:55,191 INFO [train.py:927] (4/8) Epoch 16, batch 2900, giga_loss[loss=0.2059, simple_loss=0.2931, pruned_loss=0.05933, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2879, pruned_loss=0.05615, over 2473493.02 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05672, over 16571.80 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05106, over 1924557.22 frames. utt_duration=1216 frames, utt_pad_proportion=0.069, over 6338.92 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2878, pruned_loss=0.05658, over 2474212.98 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05696, over 17804.05 utterances.], batch size: 85, lr: 2.50e-04
2022-08-30 17:05:39,158 INFO [train.py:927] (4/8) Epoch 16, batch 2950, giga_loss[loss=0.2019, simple_loss=0.2764, pruned_loss=0.06368, over 12193.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03048, over 36.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2879, pruned_loss=0.05598, over 2473790.31 frames. utt_duration=620.5 frames, utt_pad_proportion=0.05263, over 15986.02 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05101, over 1935253.00 frames. utt_duration=1220 frames, utt_pad_proportion=0.0677, over 6350.99 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2878, pruned_loss=0.05645, over 2474553.93 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05341, over 17127.24 utterances.], batch size: 36, lr: 2.50e-04
2022-08-30 17:07:19,881 INFO [train.py:927] (4/8) Epoch 16, batch 3000, giga_loss[loss=0.2156, simple_loss=0.3014, pruned_loss=0.06489, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0387, over 113.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2861, pruned_loss=0.0558, over 2473160.91 frames. utt_duration=621.1 frames, utt_pad_proportion=0.04925, over 15966.10 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05104, over 1943453.40 frames. utt_duration=1224 frames, utt_pad_proportion=0.06673, over 6359.71 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2861, pruned_loss=0.05621, over 2473590.54 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05029, over 17000.56 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 17:07:19,882 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 17:07:35,145 INFO [train.py:967] (4/8) 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 17:09:14,803 INFO [train.py:927] (4/8) Epoch 16, batch 3050, giga_loss[loss=0.1868, simple_loss=0.2727, pruned_loss=0.05042, over 12360.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03136, over 62.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2855, pruned_loss=0.05549, over 2472797.36 frames. utt_duration=602 frames, utt_pad_proportion=0.05201, over 16473.10 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05107, over 1948932.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06613, over 6360.12 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2856, pruned_loss=0.05583, over 2472966.86 frames. utt_duration=571 frames, utt_pad_proportion=0.05282, over 17369.80 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 17:10:54,987 INFO [train.py:927] (4/8) Epoch 16, batch 3100, giga_loss[loss=0.189, simple_loss=0.2815, pruned_loss=0.04831, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2874, pruned_loss=0.05606, over 2473289.93 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05136, over 17213.90 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2831, pruned_loss=0.05115, over 1951614.42 frames. utt_duration=1226 frames, utt_pad_proportion=0.06592, over 6374.32 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2873, pruned_loss=0.0563, over 2473371.60 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05203, over 17945.75 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 17:12:37,619 INFO [train.py:927] (4/8) Epoch 16, batch 3150, giga_loss[loss=0.2549, simple_loss=0.3213, pruned_loss=0.09426, over 12330.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1915, over 363.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2867, pruned_loss=0.05682, over 2473030.41 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05911, over 17977.07 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2833, pruned_loss=0.05117, over 1964569.83 frames. utt_duration=1229 frames, utt_pad_proportion=0.06472, over 6401.77 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2866, pruned_loss=0.05711, over 2473053.55 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05959, over 18776.08 utterances.], batch size: 363, lr: 2.50e-04
2022-08-30 17:14:19,190 INFO [train.py:927] (4/8) Epoch 16, batch 3200, giga_loss[loss=0.1763, simple_loss=0.2659, pruned_loss=0.04338, over 12377.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02759, over 70.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2847, pruned_loss=0.05647, over 2472474.35 frames. utt_duration=564 frames, utt_pad_proportion=0.0564, over 17582.72 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.05116, over 1976784.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.06328, over 6401.77 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2845, pruned_loss=0.05681, over 2472813.57 frames. utt_duration=537 frames, utt_pad_proportion=0.05729, over 18470.34 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 17:15:59,030 INFO [train.py:927] (4/8) Epoch 16, batch 3250, giga_loss[loss=0.2165, simple_loss=0.2907, pruned_loss=0.07116, over 12412.00 frames. utt_duration=547.3 frames, utt_pad_proportion=0.02449, over 91.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2825, pruned_loss=0.05572, over 2473053.03 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05634, over 17547.85 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.05136, over 1991457.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.06164, over 6436.33 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2823, pruned_loss=0.05599, over 2473332.22 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05751, over 18516.41 utterances.], batch size: 91, lr: 2.50e-04
2022-08-30 17:17:37,978 INFO [train.py:927] (4/8) Epoch 16, batch 3300, giga_loss[loss=0.1987, simple_loss=0.281, pruned_loss=0.05814, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2789, pruned_loss=0.0544, over 2473707.04 frames. utt_duration=580 frames, utt_pad_proportion=0.05326, over 17102.98 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05145, over 2003521.92 frames. utt_duration=1244 frames, utt_pad_proportion=0.0604, over 6451.33 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2788, pruned_loss=0.05463, over 2473805.18 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05471, over 18112.00 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 17:19:17,798 INFO [train.py:927] (4/8) Epoch 16, batch 3350, giga_loss[loss=0.2037, simple_loss=0.2871, pruned_loss=0.06009, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2799, pruned_loss=0.0547, over 2473654.23 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05507, over 17332.76 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2835, pruned_loss=0.05151, over 2017408.74 frames. utt_duration=1248 frames, utt_pad_proportion=0.05864, over 6476.44 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2796, pruned_loss=0.05491, over 2473770.21 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05665, over 18412.95 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 17:21:05,107 INFO [train.py:927] (4/8) Epoch 16, batch 3400, libri_loss[loss=0.1782, simple_loss=0.2657, pruned_loss=0.04533, over 12230.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008383, over 29.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2811, pruned_loss=0.05506, over 2472808.70 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05449, over 16659.75 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2837, pruned_loss=0.05171, over 2034981.31 frames. utt_duration=1239 frames, utt_pad_proportion=0.06203, over 6579.41 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2806, pruned_loss=0.05522, over 2473208.71 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05452, over 17816.57 utterances.], batch size: 29, lr: 2.50e-04
2022-08-30 17:22:45,980 INFO [train.py:927] (4/8) Epoch 16, batch 3450, giga_loss[loss=0.2174, simple_loss=0.3061, pruned_loss=0.06433, over 12406.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07252, over 212.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2839, pruned_loss=0.05598, over 2474028.95 frames. utt_duration=572.1 frames, utt_pad_proportion=0.0557, over 17343.72 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05191, over 2043696.90 frames. utt_duration=1236 frames, utt_pad_proportion=0.06145, over 6623.54 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2832, pruned_loss=0.05602, over 2474331.74 frames. utt_duration=539.1 frames, utt_pad_proportion=0.0558, over 18411.22 utterances.], batch size: 212, lr: 2.50e-04
2022-08-30 17:24:32,951 INFO [train.py:927] (4/8) Epoch 16, batch 3500, giga_loss[loss=0.2964, simple_loss=0.3529, pruned_loss=0.12, over 12373.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09845, over 256.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.288, pruned_loss=0.05883, over 2473955.69 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05919, over 17827.32 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2841, pruned_loss=0.05189, over 2045697.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06135, over 6617.42 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2876, pruned_loss=0.0589, over 2474323.91 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05912, over 18714.90 utterances.], batch size: 256, lr: 2.50e-04
2022-08-30 17:26:15,198 INFO [train.py:927] (4/8) Epoch 16, batch 3550, giga_loss[loss=0.2811, simple_loss=0.3387, pruned_loss=0.1118, over 12348.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2955, pruned_loss=0.06334, over 2474371.17 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06842, over 19225.68 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05195, over 2056449.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.0611, over 6650.00 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.295, pruned_loss=0.06355, over 2474526.10 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06803, over 20163.07 utterances.], batch size: 365, lr: 2.50e-04
2022-08-30 17:27:59,655 INFO [train.py:927] (4/8) Epoch 16, batch 3600, giga_loss[loss=0.2522, simple_loss=0.3415, pruned_loss=0.08143, over 12421.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05497, over 162.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3029, pruned_loss=0.06895, over 2474631.40 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07593, over 20170.70 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.285, pruned_loss=0.052, over 2062748.77 frames. utt_duration=1240 frames, utt_pad_proportion=0.06026, over 6662.17 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3022, pruned_loss=0.06928, over 2474690.96 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07567, over 21085.96 utterances.], batch size: 162, lr: 2.50e-04
2022-08-30 17:29:44,954 INFO [train.py:927] (4/8) Epoch 16, batch 3650, giga_loss[loss=0.2458, simple_loss=0.3151, pruned_loss=0.08823, over 12369.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03091, over 51.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3075, pruned_loss=0.0726, over 2474317.40 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07725, over 20577.41 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2848, pruned_loss=0.05191, over 2067004.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.05974, over 6663.57 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3073, pruned_loss=0.07311, over 2474231.66 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0772, over 21420.71 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 17:31:29,272 INFO [train.py:927] (4/8) Epoch 16, batch 3700, giga_loss[loss=0.3248, simple_loss=0.365, pruned_loss=0.1423, over 12354.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1997, over 367.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3108, pruned_loss=0.07583, over 2474173.11 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07808, over 20817.49 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05197, over 2077035.03 frames. utt_duration=1246 frames, utt_pad_proportion=0.05838, over 6674.94 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3112, pruned_loss=0.07666, over 2474161.42 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07851, over 21786.73 utterances.], batch size: 367, lr: 2.50e-04
2022-08-30 17:33:18,935 INFO [train.py:927] (4/8) Epoch 16, batch 3750, libri_loss[loss=0.2167, simple_loss=0.3046, pruned_loss=0.06435, over 12464.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009387, over 39.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07833, over 2474232.68 frames. utt_duration=470 frames, utt_pad_proportion=0.07646, over 21123.43 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2848, pruned_loss=0.05194, over 2086945.40 frames. utt_duration=1246 frames, utt_pad_proportion=0.05811, over 6706.53 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3153, pruned_loss=0.0796, over 2474122.63 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07711, over 22195.76 utterances.], batch size: 39, lr: 2.50e-04
2022-08-30 17:35:03,358 INFO [train.py:927] (4/8) Epoch 16, batch 3800, giga_loss[loss=0.2347, simple_loss=0.3132, pruned_loss=0.07807, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02478, over 48.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3159, pruned_loss=0.08016, over 2474034.79 frames. utt_duration=464.8 frames, utt_pad_proportion=0.0806, over 21355.73 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.05242, over 2098111.18 frames. utt_duration=1231 frames, utt_pad_proportion=0.06284, over 6826.33 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08155, over 2474237.61 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07989, over 22505.60 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 17:36:45,650 INFO [train.py:927] (4/8) Epoch 16, batch 3850, giga_loss[loss=0.2412, simple_loss=0.3251, pruned_loss=0.0786, over 12377.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0352, over 122.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3172, pruned_loss=0.08051, over 2474257.74 frames. utt_duration=463.1 frames, utt_pad_proportion=0.08169, over 21438.56 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05246, over 2105515.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06184, over 6853.65 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3184, pruned_loss=0.08206, over 2474464.84 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08145, over 22578.67 utterances.], batch size: 122, lr: 2.50e-04
2022-08-30 17:38:31,623 INFO [train.py:927] (4/8) Epoch 16, batch 3900, giga_loss[loss=0.2555, simple_loss=0.3138, pruned_loss=0.0986, over 12331.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3186, pruned_loss=0.08113, over 2474234.52 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08388, over 21947.98 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2858, pruned_loss=0.05242, over 2112595.13 frames. utt_duration=1235 frames, utt_pad_proportion=0.06077, over 6850.60 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3201, pruned_loss=0.08292, over 2474609.90 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08398, over 23131.28 utterances.], batch size: 368, lr: 2.50e-04
2022-08-30 17:40:19,348 INFO [train.py:927] (4/8) Epoch 16, batch 3950, giga_loss[loss=0.2087, simple_loss=0.2987, pruned_loss=0.05931, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03258, over 39.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3166, pruned_loss=0.07851, over 2474410.76 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07833, over 21617.92 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05239, over 2121445.67 frames. utt_duration=1237 frames, utt_pad_proportion=0.05968, over 6868.06 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3185, pruned_loss=0.08058, over 2474800.69 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07913, over 22881.25 utterances.], batch size: 39, lr: 2.50e-04
2022-08-30 17:42:04,017 INFO [train.py:927] (4/8) Epoch 16, batch 4000, giga_loss[loss=0.2296, simple_loss=0.3135, pruned_loss=0.0728, over 12320.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03344, over 51.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3142, pruned_loss=0.07668, over 2474752.60 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08064, over 21838.54 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.286, pruned_loss=0.05242, over 2125066.40 frames. utt_duration=1238 frames, utt_pad_proportion=0.05914, over 6873.36 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3159, pruned_loss=0.0785, over 2474969.69 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08134, over 22957.19 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 17:43:46,307 INFO [train.py:927] (4/8) Epoch 16, batch 4050, libri_loss[loss=0.2438, simple_loss=0.3488, pruned_loss=0.06941, over 12392.00 frames. utt_duration=775.8 frames, utt_pad_proportion=0.1164, over 64.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3133, pruned_loss=0.07579, over 2475203.12 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07991, over 21894.99 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2869, pruned_loss=0.05268, over 2136852.97 frames. utt_duration=1233 frames, utt_pad_proportion=0.05906, over 6938.42 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3147, pruned_loss=0.07782, over 2475661.57 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08079, over 23223.29 utterances.], batch size: 64, lr: 2.50e-04
2022-08-30 17:45:32,306 INFO [train.py:927] (4/8) Epoch 16, batch 4100, giga_loss[loss=0.2372, simple_loss=0.3232, pruned_loss=0.07562, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03235, over 42.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3128, pruned_loss=0.07495, over 2473969.14 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07807, over 20971.73 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2872, pruned_loss=0.0527, over 2149771.31 frames. utt_duration=1234 frames, utt_pad_proportion=0.058, over 6974.80 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3147, pruned_loss=0.0774, over 2474655.73 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07942, over 22537.21 utterances.], batch size: 42, lr: 2.50e-04
2022-08-30 17:47:23,413 INFO [train.py:927] (4/8) Epoch 16, batch 4150, giga_loss[loss=0.2045, simple_loss=0.2895, pruned_loss=0.0597, over 12470.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04338, over 34.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3116, pruned_loss=0.07297, over 2473744.81 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07987, over 20617.14 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2867, pruned_loss=0.05251, over 2163652.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.06056, over 7032.74 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3146, pruned_loss=0.07601, over 2474683.31 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08034, over 22406.54 utterances.], batch size: 34, lr: 2.50e-04
2022-08-30 17:49:07,534 INFO [train.py:927] (4/8) Epoch 16, batch 4200, giga_loss[loss=0.2185, simple_loss=0.3049, pruned_loss=0.06608, over 12326.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03468, over 58.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3114, pruned_loss=0.07215, over 2473990.62 frames. utt_duration=488.8 frames, utt_pad_proportion=0.0751, over 20303.34 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2863, pruned_loss=0.05242, over 2178817.46 frames. utt_duration=1242 frames, utt_pad_proportion=0.05818, over 7024.56 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3153, pruned_loss=0.07563, over 2474788.51 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07678, over 22393.95 utterances.], batch size: 58, lr: 2.50e-04
2022-08-30 17:50:53,510 INFO [train.py:927] (4/8) Epoch 16, batch 4250, giga_loss[loss=0.1956, simple_loss=0.2815, pruned_loss=0.05487, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02901, over 48.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3108, pruned_loss=0.07249, over 2474403.16 frames. utt_duration=489 frames, utt_pad_proportion=0.07181, over 20300.08 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.287, pruned_loss=0.05303, over 2181949.38 frames. utt_duration=1241 frames, utt_pad_proportion=0.05801, over 7043.31 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3136, pruned_loss=0.07496, over 2474877.00 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07352, over 22038.25 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 17:52:41,139 INFO [train.py:927] (4/8) Epoch 16, batch 4300, giga_loss[loss=0.199, simple_loss=0.2862, pruned_loss=0.05594, over 12326.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03513, over 62.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3093, pruned_loss=0.0724, over 2474978.52 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07201, over 20032.06 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2873, pruned_loss=0.05307, over 2188017.42 frames. utt_duration=1235 frames, utt_pad_proportion=0.05809, over 7094.06 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3117, pruned_loss=0.07468, over 2475125.81 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07348, over 21604.37 utterances.], batch size: 62, lr: 2.50e-04
2022-08-30 17:54:28,072 INFO [train.py:927] (4/8) Epoch 16, batch 4350, giga_loss[loss=0.2209, simple_loss=0.3071, pruned_loss=0.06737, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05299, over 161.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.309, pruned_loss=0.07115, over 2475418.43 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07379, over 20158.30 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05307, over 2190635.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.05762, over 7089.14 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3112, pruned_loss=0.07311, over 2475747.65 frames. utt_duration=461.8 frames, utt_pad_proportion=0.075, over 21509.94 utterances.], batch size: 161, lr: 2.50e-04
2022-08-30 17:56:15,555 INFO [train.py:927] (4/8) Epoch 16, batch 4400, giga_loss[loss=0.2511, simple_loss=0.3222, pruned_loss=0.09001, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3083, pruned_loss=0.071, over 2474841.49 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07366, over 20368.15 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05303, over 2193170.39 frames. utt_duration=1240 frames, utt_pad_proportion=0.05715, over 7083.27 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3102, pruned_loss=0.07271, over 2475351.78 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07478, over 21543.19 utterances.], batch size: 133, lr: 2.50e-04
2022-08-30 17:58:03,631 INFO [train.py:927] (4/8) Epoch 16, batch 4450, giga_loss[loss=0.2689, simple_loss=0.3295, pruned_loss=0.1042, over 12358.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07117, over 2474179.08 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07991, over 20968.38 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05307, over 2195932.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.05669, over 7077.44 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3082, pruned_loss=0.07264, over 2474617.22 frames. utt_duration=451.2 frames, utt_pad_proportion=0.08065, over 22010.56 utterances.], batch size: 257, lr: 2.50e-04
2022-08-30 17:59:48,228 INFO [train.py:927] (4/8) Epoch 16, batch 4500, giga_loss[loss=0.1962, simple_loss=0.2888, pruned_loss=0.05181, over 12428.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03292, over 75.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3053, pruned_loss=0.07136, over 2473622.05 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07641, over 20358.94 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2874, pruned_loss=0.05319, over 2201317.21 frames. utt_duration=1243 frames, utt_pad_proportion=0.05577, over 7093.77 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3068, pruned_loss=0.07276, over 2474082.01 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07757, over 21410.27 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 18:01:29,103 INFO [train.py:927] (4/8) Epoch 16, batch 4550, giga_loss[loss=0.2075, simple_loss=0.2928, pruned_loss=0.06112, over 12462.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03005, over 55.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.304, pruned_loss=0.07072, over 2473866.92 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07303, over 20011.80 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.287, pruned_loss=0.05293, over 2210592.92 frames. utt_duration=1249 frames, utt_pad_proportion=0.05422, over 7088.41 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.306, pruned_loss=0.07263, over 2474347.64 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07482, over 21283.57 utterances.], batch size: 55, lr: 2.50e-04
2022-08-30 18:03:11,445 INFO [train.py:927] (4/8) Epoch 16, batch 4600, giga_loss[loss=0.2526, simple_loss=0.3421, pruned_loss=0.08153, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02251, over 48.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3048, pruned_loss=0.07075, over 2474578.46 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07673, over 20765.91 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2866, pruned_loss=0.05265, over 2215558.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.05357, over 7065.84 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.307, pruned_loss=0.0728, over 2475184.12 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07821, over 22032.76 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 18:05:01,112 INFO [train.py:927] (4/8) Epoch 16, batch 4650, giga_loss[loss=0.2411, simple_loss=0.3287, pruned_loss=0.07671, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03862, over 105.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3043, pruned_loss=0.06981, over 2475109.39 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07614, over 20440.04 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.05265, over 2225724.77 frames. utt_duration=1249 frames, utt_pad_proportion=0.05688, over 7138.49 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3067, pruned_loss=0.07209, over 2475620.80 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07664, over 21878.62 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 18:06:49,161 INFO [train.py:927] (4/8) Epoch 16, batch 4700, giga_loss[loss=0.2159, simple_loss=0.3061, pruned_loss=0.06286, over 12393.00 frames. utt_duration=662.6 frames, utt_pad_proportion=0.03548, over 75.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3046, pruned_loss=0.07032, over 2475270.78 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07776, over 20726.40 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2864, pruned_loss=0.05251, over 2231937.47 frames. utt_duration=1255 frames, utt_pad_proportion=0.05575, over 7122.24 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07265, over 2475653.06 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07858, over 22206.52 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 18:08:34,244 INFO [train.py:927] (4/8) Epoch 16, batch 4750, giga_loss[loss=0.3201, simple_loss=0.3676, pruned_loss=0.1363, over 12389.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3077, pruned_loss=0.07361, over 2475694.90 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07722, over 21108.15 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2866, pruned_loss=0.05241, over 2237803.92 frames. utt_duration=1257 frames, utt_pad_proportion=0.05488, over 7128.10 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.07599, over 2476127.50 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07826, over 22590.48 utterances.], batch size: 258, lr: 2.50e-04
2022-08-30 18:10:22,024 INFO [train.py:927] (4/8) Epoch 16, batch 4800, giga_loss[loss=0.2307, simple_loss=0.3131, pruned_loss=0.07417, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03104, over 45.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3086, pruned_loss=0.0749, over 2475544.84 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07752, over 21118.87 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2864, pruned_loss=0.05243, over 2244701.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.05389, over 7135.19 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3111, pruned_loss=0.07736, over 2476024.27 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07879, over 22668.76 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 18:12:05,356 INFO [train.py:927] (4/8) Epoch 16, batch 4850, giga_loss[loss=0.2142, simple_loss=0.31, pruned_loss=0.05921, over 12391.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3081, pruned_loss=0.0744, over 2475030.75 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07698, over 20810.91 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2858, pruned_loss=0.05237, over 2252429.85 frames. utt_duration=1268 frames, utt_pad_proportion=0.05254, over 7111.95 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3112, pruned_loss=0.07711, over 2475605.46 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07861, over 22503.86 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 18:13:51,870 INFO [train.py:927] (4/8) Epoch 16, batch 4900, giga_loss[loss=0.1895, simple_loss=0.2752, pruned_loss=0.05196, over 12354.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04586, over 31.00 utterances.], tot_loss[loss=0.225, simple_loss=0.306, pruned_loss=0.07198, over 2474931.62 frames. utt_duration=495.6 frames, utt_pad_proportion=0.0743, over 20032.70 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2859, pruned_loss=0.05238, over 2259056.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.0512, over 7106.75 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3091, pruned_loss=0.0747, over 2475383.77 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07648, over 21762.75 utterances.], batch size: 31, lr: 2.50e-04
2022-08-30 18:15:39,954 INFO [train.py:927] (4/8) Epoch 16, batch 4950, giga_loss[loss=0.2378, simple_loss=0.3095, pruned_loss=0.08302, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0288, over 45.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3049, pruned_loss=0.07231, over 2475572.35 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07547, over 20242.56 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2857, pruned_loss=0.05247, over 2265434.38 frames. utt_duration=1264 frames, utt_pad_proportion=0.05523, over 7175.19 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.308, pruned_loss=0.07495, over 2475947.83 frames. utt_duration=453.2 frames, utt_pad_proportion=0.0761, over 21924.70 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 18:17:26,911 INFO [train.py:927] (4/8) Epoch 16, batch 5000, libri_loss[loss=0.2152, simple_loss=0.3062, pruned_loss=0.06204, over 12450.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006261, over 35.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.306, pruned_loss=0.07206, over 2475665.08 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07249, over 19700.66 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2858, pruned_loss=0.05249, over 2268301.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.055, over 7180.46 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3087, pruned_loss=0.07442, over 2476229.73 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07334, over 21209.22 utterances.], batch size: 35, lr: 2.50e-04
2022-08-30 18:19:16,520 INFO [train.py:927] (4/8) Epoch 16, batch 5050, libri_loss[loss=0.1788, simple_loss=0.2678, pruned_loss=0.04484, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005823, over 32.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3091, pruned_loss=0.07216, over 2475290.92 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07042, over 19715.24 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2858, pruned_loss=0.05254, over 2273352.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05496, over 7207.56 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3117, pruned_loss=0.07441, over 2475789.30 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07139, over 21161.40 utterances.], batch size: 32, lr: 2.50e-04
2022-08-30 18:21:00,485 INFO [train.py:927] (4/8) Epoch 16, batch 5100, giga_loss[loss=0.2052, simple_loss=0.295, pruned_loss=0.0577, over 12347.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03045, over 70.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3105, pruned_loss=0.07267, over 2475729.48 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06515, over 19028.31 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05259, over 2277496.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.05498, over 7228.46 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3127, pruned_loss=0.07479, over 2476010.19 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06633, over 20376.55 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 18:22:47,982 INFO [train.py:927] (4/8) Epoch 16, batch 5150, giga_loss[loss=0.2256, simple_loss=0.3046, pruned_loss=0.07331, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02474, over 45.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3102, pruned_loss=0.07324, over 2475812.20 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06911, over 19235.24 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2859, pruned_loss=0.05251, over 2283216.74 frames. utt_duration=1249 frames, utt_pad_proportion=0.0592, over 7320.89 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3128, pruned_loss=0.07552, over 2476190.66 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06861, over 20546.04 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 18:24:33,227 INFO [train.py:927] (4/8) Epoch 16, batch 5200, libri_loss[loss=0.2008, simple_loss=0.2914, pruned_loss=0.05512, over 12470.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004765, over 35.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3075, pruned_loss=0.0727, over 2474649.42 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06483, over 18946.30 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05252, over 2289898.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.05739, over 7293.64 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07528, over 2475734.54 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06538, over 20473.50 utterances.], batch size: 35, lr: 2.50e-04
2022-08-30 18:26:20,359 INFO [train.py:927] (4/8) Epoch 16, batch 5250, giga_loss[loss=0.2208, simple_loss=0.3063, pruned_loss=0.06767, over 12426.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0354, over 105.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3067, pruned_loss=0.07295, over 2474377.06 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0697, over 19867.85 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2849, pruned_loss=0.05232, over 2295187.23 frames. utt_duration=1263 frames, utt_pad_proportion=0.05611, over 7277.22 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3104, pruned_loss=0.07573, over 2475422.07 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0703, over 21437.37 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 18:28:05,080 INFO [train.py:927] (4/8) Epoch 16, batch 5300, giga_loss[loss=0.225, simple_loss=0.3027, pruned_loss=0.07367, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03479, over 105.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3048, pruned_loss=0.07246, over 2474208.25 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07217, over 19513.72 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2846, pruned_loss=0.05242, over 2300738.13 frames. utt_duration=1272 frames, utt_pad_proportion=0.05464, over 7244.11 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07522, over 2475616.72 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07308, over 21196.58 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 18:29:51,722 INFO [train.py:927] (4/8) Epoch 16, batch 5350, giga_loss[loss=0.3046, simple_loss=0.3752, pruned_loss=0.117, over 12373.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07059, over 211.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3044, pruned_loss=0.07207, over 2474260.99 frames. utt_duration=520 frames, utt_pad_proportion=0.06794, over 19086.75 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2842, pruned_loss=0.05222, over 2302901.20 frames. utt_duration=1276 frames, utt_pad_proportion=0.05406, over 7226.53 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.308, pruned_loss=0.07467, over 2475752.28 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06921, over 20588.15 utterances.], batch size: 211, lr: 2.50e-04
2022-08-30 18:31:38,646 INFO [train.py:927] (4/8) Epoch 16, batch 5400, giga_loss[loss=0.2173, simple_loss=0.2894, pruned_loss=0.07256, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02985, over 45.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.306, pruned_loss=0.07339, over 2473398.46 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07162, over 19940.31 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2842, pruned_loss=0.05227, over 2305566.05 frames. utt_duration=1279 frames, utt_pad_proportion=0.0534, over 7221.13 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3092, pruned_loss=0.07569, over 2474478.46 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07265, over 21301.07 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 18:33:24,227 INFO [train.py:927] (4/8) Epoch 16, batch 5450, giga_loss[loss=0.2053, simple_loss=0.2963, pruned_loss=0.05711, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03235, over 51.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.307, pruned_loss=0.07222, over 2472752.41 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06964, over 19441.41 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2844, pruned_loss=0.05228, over 2310337.56 frames. utt_duration=1282 frames, utt_pad_proportion=0.05208, over 7219.54 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3099, pruned_loss=0.07461, over 2473794.65 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07116, over 20860.71 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 18:35:09,731 INFO [train.py:927] (4/8) Epoch 16, batch 5500, giga_loss[loss=0.3671, simple_loss=0.4213, pruned_loss=0.1564, over 12434.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05151, over 162.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3093, pruned_loss=0.07135, over 2473454.09 frames. utt_duration=527 frames, utt_pad_proportion=0.06532, over 18825.68 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2843, pruned_loss=0.05211, over 2313409.17 frames. utt_duration=1283 frames, utt_pad_proportion=0.05129, over 7218.10 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3121, pruned_loss=0.07373, over 2474407.40 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0672, over 20163.66 utterances.], batch size: 162, lr: 2.50e-04
2022-08-30 18:36:52,870 INFO [train.py:927] (4/8) Epoch 16, batch 5550, giga_loss[loss=0.2116, simple_loss=0.2948, pruned_loss=0.06419, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03727, over 40.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3105, pruned_loss=0.07241, over 2473789.15 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06305, over 18421.73 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.052, over 2316647.14 frames. utt_duration=1288 frames, utt_pad_proportion=0.05063, over 7203.75 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3134, pruned_loss=0.07471, over 2474489.93 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06497, over 19690.13 utterances.], batch size: 40, lr: 2.50e-04
2022-08-30 18:38:36,255 INFO [train.py:927] (4/8) Epoch 16, batch 5600, giga_loss[loss=0.2097, simple_loss=0.293, pruned_loss=0.0632, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02755, over 45.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3121, pruned_loss=0.07407, over 2474441.99 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06598, over 19567.41 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05199, over 2322355.40 frames. utt_duration=1286 frames, utt_pad_proportion=0.05, over 7232.40 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3151, pruned_loss=0.07659, over 2474731.69 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0676, over 20922.80 utterances.], batch size: 45, lr: 2.49e-04
2022-08-30 18:40:21,237 INFO [train.py:927] (4/8) Epoch 16, batch 5650, giga_loss[loss=0.2308, simple_loss=0.3158, pruned_loss=0.07286, over 12427.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3119, pruned_loss=0.07276, over 2474342.90 frames. utt_duration=505.2 frames, utt_pad_proportion=0.0704, over 19647.03 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05209, over 2325091.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.05367, over 7305.41 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3146, pruned_loss=0.07506, over 2474819.32 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07041, over 20878.90 utterances.], batch size: 146, lr: 2.49e-04
2022-08-30 18:42:06,127 INFO [train.py:927] (4/8) Epoch 16, batch 5700, giga_loss[loss=0.2922, simple_loss=0.3534, pruned_loss=0.1155, over 12391.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07402, over 212.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3133, pruned_loss=0.07355, over 2473760.11 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07187, over 20076.40 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2847, pruned_loss=0.05206, over 2330088.82 frames. utt_duration=1279 frames, utt_pad_proportion=0.05233, over 7293.69 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3161, pruned_loss=0.07606, over 2474256.51 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07233, over 21461.74 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 18:43:51,625 INFO [train.py:927] (4/8) Epoch 16, batch 5750, giga_loss[loss=0.2376, simple_loss=0.3065, pruned_loss=0.08431, over 12445.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05048, over 162.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3127, pruned_loss=0.07426, over 2474273.33 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07396, over 20499.00 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2848, pruned_loss=0.05215, over 2330681.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.05219, over 7302.22 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.315, pruned_loss=0.07625, over 2474780.22 frames. utt_duration=459 frames, utt_pad_proportion=0.0743, over 21637.17 utterances.], batch size: 162, lr: 2.49e-04
2022-08-30 18:45:39,825 INFO [train.py:927] (4/8) Epoch 16, batch 5800, giga_loss[loss=0.2691, simple_loss=0.3393, pruned_loss=0.09944, over 12374.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03392, over 80.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.31, pruned_loss=0.0732, over 2473744.43 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07493, over 20146.86 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2844, pruned_loss=0.0519, over 2334857.01 frames. utt_duration=1284 frames, utt_pad_proportion=0.0508, over 7281.10 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.313, pruned_loss=0.0757, over 2474858.54 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07588, over 21506.82 utterances.], batch size: 80, lr: 2.49e-04
2022-08-30 18:47:26,251 INFO [train.py:927] (4/8) Epoch 16, batch 5850, giga_loss[loss=0.1966, simple_loss=0.274, pruned_loss=0.05959, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0263, over 48.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3079, pruned_loss=0.07251, over 2474441.93 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07051, over 19833.13 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05187, over 2337329.22 frames. utt_duration=1287 frames, utt_pad_proportion=0.05005, over 7270.56 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3109, pruned_loss=0.0749, over 2475600.39 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07189, over 21155.11 utterances.], batch size: 48, lr: 2.49e-04
2022-08-30 18:49:07,112 INFO [train.py:927] (4/8) Epoch 16, batch 5900, giga_loss[loss=0.1833, simple_loss=0.2832, pruned_loss=0.04169, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02967, over 75.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.306, pruned_loss=0.07142, over 2474491.32 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07448, over 20380.74 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2842, pruned_loss=0.05201, over 2341723.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.04889, over 7271.04 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3091, pruned_loss=0.07386, over 2475734.85 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07594, over 21845.20 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 18:50:51,123 INFO [train.py:927] (4/8) Epoch 16, batch 5950, giga_loss[loss=0.2136, simple_loss=0.299, pruned_loss=0.06412, over 12420.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3039, pruned_loss=0.06931, over 2474555.08 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07552, over 20950.13 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2838, pruned_loss=0.05188, over 2345911.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.04762, over 7250.76 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3073, pruned_loss=0.07195, over 2475911.55 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07717, over 22567.47 utterances.], batch size: 105, lr: 2.49e-04
2022-08-30 18:52:41,905 INFO [train.py:927] (4/8) Epoch 16, batch 6000, giga_loss[loss=0.2327, simple_loss=0.3071, pruned_loss=0.07915, over 12436.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.302, pruned_loss=0.06864, over 2474903.55 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07364, over 20510.82 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2841, pruned_loss=0.052, over 2349181.33 frames. utt_duration=1294 frames, utt_pad_proportion=0.04691, over 7269.27 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07101, over 2475908.62 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0755, over 22069.48 utterances.], batch size: 146, lr: 2.49e-04
2022-08-30 18:52:41,906 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 18:52:56,022 INFO [train.py:967] (4/8) 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 18:54:37,211 INFO [train.py:927] (4/8) Epoch 16, batch 6050, libri_loss[loss=0.2157, simple_loss=0.3048, pruned_loss=0.06325, over 12364.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01418, over 41.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3022, pruned_loss=0.06963, over 2474665.34 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07847, over 21394.65 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2841, pruned_loss=0.0522, over 2352493.16 frames. utt_duration=1298 frames, utt_pad_proportion=0.04604, over 7258.54 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.305, pruned_loss=0.07182, over 2475854.79 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08013, over 23040.23 utterances.], batch size: 41, lr: 2.49e-04
2022-08-30 18:56:17,820 INFO [train.py:927] (4/8) Epoch 16, batch 6100, giga_loss[loss=0.215, simple_loss=0.2946, pruned_loss=0.06769, over 12142.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03245, over 36.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3046, pruned_loss=0.07095, over 2474866.60 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08364, over 22140.00 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2843, pruned_loss=0.05228, over 2354349.26 frames. utt_duration=1289 frames, utt_pad_proportion=0.04724, over 7312.40 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07286, over 2475771.40 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08449, over 23589.50 utterances.], batch size: 36, lr: 2.49e-04
2022-08-30 18:57:59,391 INFO [train.py:927] (4/8) Epoch 16, batch 6150, giga_loss[loss=0.2424, simple_loss=0.3192, pruned_loss=0.08274, over 12382.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05967, over 182.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3048, pruned_loss=0.07192, over 2474579.75 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08009, over 21933.71 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.284, pruned_loss=0.05207, over 2357537.60 frames. utt_duration=1295 frames, utt_pad_proportion=0.04634, over 7288.24 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07416, over 2475651.86 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08151, over 23522.07 utterances.], batch size: 182, lr: 2.49e-04
2022-08-30 18:59:44,078 INFO [train.py:927] (4/8) Epoch 16, batch 6200, giga_loss[loss=0.2048, simple_loss=0.2886, pruned_loss=0.06048, over 12324.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03464, over 51.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3065, pruned_loss=0.07254, over 2474601.71 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0789, over 21319.87 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2842, pruned_loss=0.05207, over 2358850.11 frames. utt_duration=1295 frames, utt_pad_proportion=0.04599, over 7295.32 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3087, pruned_loss=0.07449, over 2475306.80 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08036, over 22695.13 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 19:01:26,825 INFO [train.py:927] (4/8) Epoch 16, batch 6250, giga_loss[loss=0.1868, simple_loss=0.2686, pruned_loss=0.05248, over 12132.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.03372, over 28.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3072, pruned_loss=0.07302, over 2474834.68 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07719, over 21462.71 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2841, pruned_loss=0.05202, over 2361985.35 frames. utt_duration=1298 frames, utt_pad_proportion=0.04492, over 7289.53 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3096, pruned_loss=0.07518, over 2475658.50 frames. utt_duration=433 frames, utt_pad_proportion=0.07902, over 22949.23 utterances.], batch size: 28, lr: 2.49e-04
2022-08-30 19:03:11,174 INFO [train.py:927] (4/8) Epoch 16, batch 6300, libri_loss[loss=0.1778, simple_loss=0.2586, pruned_loss=0.04843, over 12198.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005295, over 33.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3081, pruned_loss=0.07276, over 2474809.37 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08177, over 22415.28 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.284, pruned_loss=0.05189, over 2367514.52 frames. utt_duration=1302 frames, utt_pad_proportion=0.04333, over 7284.10 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3114, pruned_loss=0.07577, over 2475981.22 frames. utt_duration=407 frames, utt_pad_proportion=0.08396, over 24418.24 utterances.], batch size: 33, lr: 2.49e-04
2022-08-30 19:04:55,358 INFO [train.py:927] (4/8) Epoch 16, batch 6350, giga_loss[loss=0.2312, simple_loss=0.3042, pruned_loss=0.07911, over 12373.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3072, pruned_loss=0.07204, over 2476062.84 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07566, over 21199.52 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05178, over 2370895.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.04344, over 7310.30 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3105, pruned_loss=0.0751, over 2476843.30 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07828, over 23177.78 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:06:39,048 INFO [train.py:927] (4/8) Epoch 16, batch 6400, giga_loss[loss=0.2077, simple_loss=0.2818, pruned_loss=0.0668, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02472, over 45.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3079, pruned_loss=0.07366, over 2475842.11 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07697, over 21493.85 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2844, pruned_loss=0.05195, over 2372608.79 frames. utt_duration=1298 frames, utt_pad_proportion=0.04301, over 7322.59 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3106, pruned_loss=0.0762, over 2476337.61 frames. utt_duration=427.9 frames, utt_pad_proportion=0.0792, over 23224.39 utterances.], batch size: 45, lr: 2.49e-04
2022-08-30 19:08:23,254 INFO [train.py:927] (4/8) Epoch 16, batch 6450, giga_loss[loss=0.215, simple_loss=0.2927, pruned_loss=0.06867, over 12458.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03442, over 98.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3063, pruned_loss=0.07291, over 2475762.85 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07459, over 21114.40 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05195, over 2373801.63 frames. utt_duration=1299 frames, utt_pad_proportion=0.04268, over 7317.36 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.07511, over 2476009.20 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07672, over 22604.28 utterances.], batch size: 98, lr: 2.49e-04
2022-08-30 19:10:06,414 INFO [train.py:927] (4/8) Epoch 16, batch 6500, giga_loss[loss=0.1868, simple_loss=0.2752, pruned_loss=0.04914, over 12292.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02546, over 54.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3057, pruned_loss=0.07264, over 2475785.59 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07108, over 20939.86 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05177, over 2375698.63 frames. utt_duration=1301 frames, utt_pad_proportion=0.04229, over 7310.23 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07491, over 2476087.93 frames. utt_duration=444 frames, utt_pad_proportion=0.07328, over 22379.00 utterances.], batch size: 54, lr: 2.49e-04
2022-08-30 19:11:48,362 INFO [train.py:927] (4/8) Epoch 16, batch 6550, libri_loss[loss=0.1841, simple_loss=0.2811, pruned_loss=0.04352, over 12208.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007653, over 31.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3067, pruned_loss=0.07301, over 2475348.26 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06839, over 20725.91 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.0517, over 2378215.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04149, over 7302.00 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3092, pruned_loss=0.07546, over 2476000.80 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0708, over 22261.74 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 19:13:30,929 INFO [train.py:927] (4/8) Epoch 16, batch 6600, libri_loss[loss=0.2163, simple_loss=0.3118, pruned_loss=0.06036, over 12440.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02068, over 43.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07419, over 2475199.18 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07136, over 20717.57 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05202, over 2380585.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.05021, over 7468.81 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.31, pruned_loss=0.07637, over 2475744.16 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0708, over 22094.55 utterances.], batch size: 43, lr: 2.49e-04
2022-08-30 19:15:22,897 INFO [train.py:927] (4/8) Epoch 16, batch 6650, giga_loss[loss=0.194, simple_loss=0.2833, pruned_loss=0.05235, over 12397.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02888, over 62.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3083, pruned_loss=0.07465, over 2474875.16 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07447, over 21075.33 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2852, pruned_loss=0.05225, over 2383284.26 frames. utt_duration=1278 frames, utt_pad_proportion=0.04902, over 7465.70 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3102, pruned_loss=0.07679, over 2475407.60 frames. utt_duration=441 frames, utt_pad_proportion=0.07439, over 22527.57 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 19:17:05,569 INFO [train.py:927] (4/8) Epoch 16, batch 6700, giga_loss[loss=0.2165, simple_loss=0.3008, pruned_loss=0.06609, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03025, over 39.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3073, pruned_loss=0.07344, over 2474249.65 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06891, over 19959.93 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.05191, over 2386413.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.04773, over 7433.73 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3103, pruned_loss=0.07625, over 2475099.03 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06986, over 21643.86 utterances.], batch size: 39, lr: 2.49e-04
2022-08-30 19:18:47,610 INFO [train.py:927] (4/8) Epoch 16, batch 6750, giga_loss[loss=0.2094, simple_loss=0.2908, pruned_loss=0.06398, over 12428.00 frames. utt_duration=711.9 frames, utt_pad_proportion=0.02342, over 70.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07413, over 2474544.09 frames. utt_duration=519 frames, utt_pad_proportion=0.06681, over 19126.44 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05203, over 2389188.70 frames. utt_duration=1279 frames, utt_pad_proportion=0.04799, over 7483.43 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3109, pruned_loss=0.07687, over 2475088.10 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06791, over 20760.75 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 19:20:29,876 INFO [train.py:927] (4/8) Epoch 16, batch 6800, giga_loss[loss=0.2052, simple_loss=0.2922, pruned_loss=0.0591, over 12438.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.03707, over 31.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3083, pruned_loss=0.0734, over 2474122.42 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06728, over 19045.29 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2848, pruned_loss=0.05204, over 2390365.98 frames. utt_duration=1281 frames, utt_pad_proportion=0.04744, over 7471.24 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3108, pruned_loss=0.07587, over 2474632.53 frames. utt_duration=484.2 frames, utt_pad_proportion=0.0684, over 20507.89 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 19:22:13,568 INFO [train.py:927] (4/8) Epoch 16, batch 6850, giga_loss[loss=0.1841, simple_loss=0.2737, pruned_loss=0.04725, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04409, over 34.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3083, pruned_loss=0.07287, over 2474180.83 frames. utt_duration=520.6 frames, utt_pad_proportion=0.0696, over 19065.84 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2853, pruned_loss=0.05227, over 2391662.62 frames. utt_duration=1269 frames, utt_pad_proportion=0.05137, over 7544.81 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3101, pruned_loss=0.07489, over 2474542.84 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06912, over 20309.25 utterances.], batch size: 34, lr: 2.49e-04
2022-08-30 19:23:55,038 INFO [train.py:927] (4/8) Epoch 16, batch 6900, giga_loss[loss=0.2519, simple_loss=0.3306, pruned_loss=0.0866, over 12414.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3075, pruned_loss=0.07276, over 2473774.34 frames. utt_duration=512.2 frames, utt_pad_proportion=0.0719, over 19376.24 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2851, pruned_loss=0.05216, over 2393176.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05146, over 7560.62 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07483, over 2474159.80 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07153, over 20559.69 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 19:25:39,382 INFO [train.py:927] (4/8) Epoch 16, batch 6950, giga_loss[loss=0.2974, simple_loss=0.3461, pruned_loss=0.1243, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3085, pruned_loss=0.07414, over 2473922.82 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07283, over 19764.58 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2851, pruned_loss=0.05214, over 2394501.48 frames. utt_duration=1268 frames, utt_pad_proportion=0.05121, over 7565.29 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3104, pruned_loss=0.07608, over 2474116.61 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07268, over 20851.67 utterances.], batch size: 258, lr: 2.49e-04
2022-08-30 19:27:25,537 INFO [train.py:927] (4/8) Epoch 16, batch 7000, giga_loss[loss=0.2169, simple_loss=0.2989, pruned_loss=0.06749, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03609, over 51.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3095, pruned_loss=0.07516, over 2474525.89 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07395, over 20205.35 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2854, pruned_loss=0.05228, over 2396172.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05046, over 7553.09 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3112, pruned_loss=0.07697, over 2474588.87 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07417, over 21303.31 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 19:29:09,215 INFO [train.py:927] (4/8) Epoch 16, batch 7050, giga_loss[loss=0.2294, simple_loss=0.3136, pruned_loss=0.07261, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07563, over 2474287.79 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07437, over 20202.85 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2857, pruned_loss=0.05239, over 2397758.96 frames. utt_duration=1271 frames, utt_pad_proportion=0.04983, over 7556.90 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3121, pruned_loss=0.07739, over 2474303.60 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0749, over 21300.26 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 19:30:54,045 INFO [train.py:927] (4/8) Epoch 16, batch 7100, giga_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07725, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3102, pruned_loss=0.07501, over 2475141.37 frames. utt_duration=494 frames, utt_pad_proportion=0.07322, over 20103.46 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2855, pruned_loss=0.05233, over 2399442.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.04909, over 7541.94 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.312, pruned_loss=0.07687, over 2475017.85 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07406, over 21211.03 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 19:32:38,221 INFO [train.py:927] (4/8) Epoch 16, batch 7150, libri_loss[loss=0.1689, simple_loss=0.2458, pruned_loss=0.04601, over 12255.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.009948, over 28.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3086, pruned_loss=0.07386, over 2473784.94 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06878, over 19309.89 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2854, pruned_loss=0.05241, over 2400945.77 frames. utt_duration=1279 frames, utt_pad_proportion=0.04816, over 7520.55 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3107, pruned_loss=0.07579, over 2474009.56 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07016, over 20498.75 utterances.], batch size: 28, lr: 2.49e-04
2022-08-30 19:34:21,761 INFO [train.py:927] (4/8) Epoch 16, batch 7200, giga_loss[loss=0.232, simple_loss=0.3063, pruned_loss=0.07886, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02699, over 48.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3074, pruned_loss=0.07307, over 2473581.61 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06807, over 19168.92 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2855, pruned_loss=0.05245, over 2402081.21 frames. utt_duration=1279 frames, utt_pad_proportion=0.04753, over 7522.99 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3093, pruned_loss=0.07493, over 2474024.20 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06952, over 20307.20 utterances.], batch size: 48, lr: 2.49e-04
2022-08-30 19:36:06,128 INFO [train.py:927] (4/8) Epoch 16, batch 7250, giga_loss[loss=0.266, simple_loss=0.3371, pruned_loss=0.09741, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3045, pruned_loss=0.07222, over 2474065.48 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06569, over 19214.85 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2853, pruned_loss=0.05224, over 2403991.84 frames. utt_duration=1284 frames, utt_pad_proportion=0.04645, over 7500.57 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3069, pruned_loss=0.07445, over 2474632.03 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06754, over 20482.35 utterances.], batch size: 97, lr: 2.49e-04
2022-08-30 19:37:53,743 INFO [train.py:927] (4/8) Epoch 16, batch 7300, giga_loss[loss=0.239, simple_loss=0.323, pruned_loss=0.07749, over 12423.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05487, over 162.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3027, pruned_loss=0.07164, over 2474413.71 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06438, over 19146.94 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.285, pruned_loss=0.0521, over 2406811.25 frames. utt_duration=1289 frames, utt_pad_proportion=0.04535, over 7478.16 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3054, pruned_loss=0.07418, over 2474514.16 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06649, over 20536.31 utterances.], batch size: 162, lr: 2.49e-04
2022-08-30 19:39:38,554 INFO [train.py:927] (4/8) Epoch 16, batch 7350, libri_loss[loss=0.2, simple_loss=0.2894, pruned_loss=0.05525, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005722, over 35.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3025, pruned_loss=0.06965, over 2474812.21 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0662, over 19648.46 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2849, pruned_loss=0.05217, over 2407685.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.04484, over 7466.08 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3049, pruned_loss=0.07183, over 2474997.73 frames. utt_duration=474.6 frames, utt_pad_proportion=0.068, over 20925.20 utterances.], batch size: 35, lr: 2.49e-04
2022-08-30 19:41:21,761 INFO [train.py:927] (4/8) Epoch 16, batch 7400, giga_loss[loss=0.1985, simple_loss=0.2941, pruned_loss=0.05145, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03873, over 105.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3013, pruned_loss=0.06726, over 2474195.92 frames. utt_duration=484 frames, utt_pad_proportion=0.06731, over 20512.44 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2846, pruned_loss=0.05196, over 2409658.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.04443, over 7456.27 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3043, pruned_loss=0.06991, over 2475255.86 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06906, over 22090.87 utterances.], batch size: 105, lr: 2.49e-04
2022-08-30 19:43:04,141 INFO [train.py:927] (4/8) Epoch 16, batch 7450, libri_loss[loss=0.1974, simple_loss=0.279, pruned_loss=0.05794, over 12448.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006101, over 35.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2985, pruned_loss=0.06399, over 2475013.76 frames. utt_duration=480.1 frames, utt_pad_proportion=0.0673, over 20685.13 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2841, pruned_loss=0.05181, over 2411533.51 frames. utt_duration=1299 frames, utt_pad_proportion=0.04359, over 7436.09 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3016, pruned_loss=0.06654, over 2475617.60 frames. utt_duration=446.1 frames, utt_pad_proportion=0.06914, over 22269.36 utterances.], batch size: 35, lr: 2.49e-04
2022-08-30 19:44:46,107 INFO [train.py:927] (4/8) Epoch 16, batch 7500, giga_loss[loss=0.2017, simple_loss=0.2946, pruned_loss=0.05437, over 12466.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3004, pruned_loss=0.06387, over 2475709.13 frames. utt_duration=458.3 frames, utt_pad_proportion=0.06468, over 21674.65 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.284, pruned_loss=0.05178, over 2411923.05 frames. utt_duration=1300 frames, utt_pad_proportion=0.04325, over 7429.73 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3032, pruned_loss=0.06601, over 2476403.84 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06637, over 23044.11 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 19:46:28,293 INFO [train.py:927] (4/8) Epoch 16, batch 7550, giga_loss[loss=0.1958, simple_loss=0.2858, pruned_loss=0.05288, over 12439.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03536, over 123.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2987, pruned_loss=0.06247, over 2475826.05 frames. utt_duration=433 frames, utt_pad_proportion=0.07025, over 22950.48 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2838, pruned_loss=0.05159, over 2413087.15 frames. utt_duration=1300 frames, utt_pad_proportion=0.04302, over 7431.24 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3012, pruned_loss=0.06453, over 2476460.62 frames. utt_duration=409 frames, utt_pad_proportion=0.07146, over 24304.01 utterances.], batch size: 123, lr: 2.49e-04
2022-08-30 19:48:14,024 INFO [train.py:927] (4/8) Epoch 16, batch 7600, giga_loss[loss=0.2009, simple_loss=0.2976, pruned_loss=0.05217, over 12348.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2973, pruned_loss=0.06079, over 2475412.40 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07139, over 23474.66 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2844, pruned_loss=0.05167, over 2413963.32 frames. utt_duration=1301 frames, utt_pad_proportion=0.04248, over 7430.78 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.299, pruned_loss=0.06249, over 2475964.71 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07253, over 24761.52 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 19:49:58,245 INFO [train.py:927] (4/8) Epoch 16, batch 7650, giga_loss[loss=0.1774, simple_loss=0.2764, pruned_loss=0.03925, over 12266.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05945, over 2474940.66 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06787, over 23250.47 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2846, pruned_loss=0.05176, over 2414738.77 frames. utt_duration=1302 frames, utt_pad_proportion=0.04197, over 7426.35 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06081, over 2475505.65 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0692, over 24485.90 utterances.], batch size: 54, lr: 2.49e-04
2022-08-30 19:51:45,657 INFO [train.py:927] (4/8) Epoch 16, batch 7700, giga_loss[loss=0.2065, simple_loss=0.3022, pruned_loss=0.05541, over 12372.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06063, over 182.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05771, over 2475282.76 frames. utt_duration=416 frames, utt_pad_proportion=0.0706, over 23882.96 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2844, pruned_loss=0.0517, over 2415219.39 frames. utt_duration=1304 frames, utt_pad_proportion=0.04148, over 7418.98 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05894, over 2476104.25 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07174, over 25081.13 utterances.], batch size: 182, lr: 2.49e-04
2022-08-30 19:53:29,045 INFO [train.py:927] (4/8) Epoch 16, batch 7750, libri_loss[loss=0.2009, simple_loss=0.289, pruned_loss=0.0564, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005468, over 35.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2914, pruned_loss=0.05724, over 2475445.91 frames. utt_duration=416.3 frames, utt_pad_proportion=0.07117, over 23868.68 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.0518, over 2416284.10 frames. utt_duration=1305 frames, utt_pad_proportion=0.04086, over 7413.66 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2925, pruned_loss=0.05823, over 2476221.09 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07238, over 25132.00 utterances.], batch size: 35, lr: 2.49e-04
2022-08-30 19:55:25,966 INFO [train.py:927] (4/8) Epoch 16, batch 7800, giga_loss[loss=0.1754, simple_loss=0.2825, pruned_loss=0.03412, over 12327.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02799, over 74.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05701, over 2475760.15 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07288, over 24603.04 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2851, pruned_loss=0.05199, over 2417369.45 frames. utt_duration=1301 frames, utt_pad_proportion=0.04071, over 7442.16 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2927, pruned_loss=0.05773, over 2476450.48 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07393, over 25858.77 utterances.], batch size: 74, lr: 2.49e-04
2022-08-30 19:57:29,556 INFO [train.py:927] (4/8) Epoch 16, batch 7850, giga_loss[loss=0.1983, simple_loss=0.2818, pruned_loss=0.05744, over 12318.00 frames. utt_duration=625 frames, utt_pad_proportion=0.0265, over 79.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2923, pruned_loss=0.05688, over 2475580.70 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07051, over 24677.52 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2852, pruned_loss=0.05192, over 2418970.48 frames. utt_duration=1300 frames, utt_pad_proportion=0.04053, over 7451.06 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05768, over 2476512.38 frames. utt_duration=378.9 frames, utt_pad_proportion=0.07183, over 26241.73 utterances.], batch size: 79, lr: 2.49e-04
2022-08-30 19:59:31,371 INFO [train.py:927] (4/8) Epoch 16, batch 7900, giga_loss[loss=0.1699, simple_loss=0.2548, pruned_loss=0.04251, over 12380.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.175, over 356.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.291, pruned_loss=0.05584, over 2476302.38 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06981, over 25015.20 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2854, pruned_loss=0.05208, over 2419524.73 frames. utt_duration=1299 frames, utt_pad_proportion=0.04034, over 7458.34 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2914, pruned_loss=0.05639, over 2477313.76 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07103, over 26484.23 utterances.], batch size: 356, lr: 2.49e-04
2022-08-30 20:01:40,625 INFO [train.py:927] (4/8) Epoch 16, batch 7950, giga_loss[loss=0.1831, simple_loss=0.2731, pruned_loss=0.04654, over 12175.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.0331, over 36.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2883, pruned_loss=0.05424, over 2475956.58 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06857, over 24348.67 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05166, over 2422241.94 frames. utt_duration=1304 frames, utt_pad_proportion=0.03964, over 7436.32 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2894, pruned_loss=0.05524, over 2477358.52 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07028, over 26530.64 utterances.], batch size: 36, lr: 2.49e-04
2022-08-30 20:03:35,870 INFO [train.py:927] (4/8) Epoch 16, batch 8000, giga_loss[loss=0.2079, simple_loss=0.2835, pruned_loss=0.06616, over 12383.00 frames. utt_duration=196.2 frames, utt_pad_proportion=0.09155, over 254.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.286, pruned_loss=0.05325, over 2476295.70 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06717, over 24384.17 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2845, pruned_loss=0.05151, over 2422913.97 frames. utt_duration=1309 frames, utt_pad_proportion=0.03923, over 7411.80 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2872, pruned_loss=0.05421, over 2477748.84 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06884, over 26423.37 utterances.], batch size: 254, lr: 2.49e-04
2022-08-30 20:05:38,236 INFO [train.py:927] (4/8) Epoch 16, batch 8050, giga_loss[loss=0.175, simple_loss=0.2704, pruned_loss=0.03983, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0484, over 34.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2877, pruned_loss=0.05379, over 2476207.37 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07242, over 25086.18 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2845, pruned_loss=0.05154, over 2423973.52 frames. utt_duration=1307 frames, utt_pad_proportion=0.03949, over 7429.59 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2886, pruned_loss=0.05455, over 2477611.97 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07345, over 27067.40 utterances.], batch size: 34, lr: 2.49e-04
2022-08-30 20:07:51,938 INFO [train.py:927] (4/8) Epoch 16, batch 8100, giga_loss[loss=0.1714, simple_loss=0.2642, pruned_loss=0.03932, over 12422.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2857, pruned_loss=0.05259, over 2476504.35 frames. utt_duration=392.6 frames, utt_pad_proportion=0.07133, over 25314.59 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2845, pruned_loss=0.05144, over 2425205.66 frames. utt_duration=1303 frames, utt_pad_proportion=0.03972, over 7452.82 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.05333, over 2477678.21 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07237, over 27250.97 utterances.], batch size: 58, lr: 2.49e-04
2022-08-30 20:09:53,861 INFO [train.py:927] (4/8) Epoch 16, batch 8150, giga_loss[loss=0.1936, simple_loss=0.3003, pruned_loss=0.04342, over 12328.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03224, over 51.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2886, pruned_loss=0.05321, over 2476941.68 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06969, over 25517.32 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2844, pruned_loss=0.05144, over 2426307.56 frames. utt_duration=1306 frames, utt_pad_proportion=0.03921, over 7439.87 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2894, pruned_loss=0.05383, over 2477788.68 frames. utt_duration=363 frames, utt_pad_proportion=0.07088, over 27398.34 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 20:11:58,308 INFO [train.py:927] (4/8) Epoch 16, batch 8200, giga_loss[loss=0.2404, simple_loss=0.323, pruned_loss=0.07884, over 12415.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06908, over 212.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2909, pruned_loss=0.0528, over 2477150.64 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06588, over 25137.84 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2843, pruned_loss=0.0513, over 2427354.27 frames. utt_duration=1312 frames, utt_pad_proportion=0.03838, over 7408.18 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2917, pruned_loss=0.05346, over 2478499.53 frames. utt_duration=364.9 frames, utt_pad_proportion=0.06752, over 27256.80 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 20:14:06,687 INFO [train.py:927] (4/8) Epoch 16, batch 8250, giga_loss[loss=0.188, simple_loss=0.2874, pruned_loss=0.04431, over 12370.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.0562, over 181.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2923, pruned_loss=0.05323, over 2477123.78 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06599, over 25493.69 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2844, pruned_loss=0.05119, over 2428611.42 frames. utt_duration=1313 frames, utt_pad_proportion=0.03786, over 7409.12 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2931, pruned_loss=0.05391, over 2478418.45 frames. utt_duration=359.5 frames, utt_pad_proportion=0.06759, over 27670.87 utterances.], batch size: 181, lr: 2.49e-04
2022-08-30 20:16:31,061 INFO [train.py:927] (4/8) Epoch 16, batch 8300, giga_loss[loss=0.1912, simple_loss=0.2826, pruned_loss=0.04997, over 12359.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03009, over 58.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2914, pruned_loss=0.05332, over 2477227.79 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06533, over 24775.40 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2845, pruned_loss=0.05136, over 2429343.47 frames. utt_duration=1309 frames, utt_pad_proportion=0.03821, over 7433.97 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.292, pruned_loss=0.05376, over 2478448.09 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06676, over 26775.86 utterances.], batch size: 58, lr: 2.49e-04
2022-08-30 20:18:39,361 INFO [train.py:927] (4/8) Epoch 16, batch 8350, giga_loss[loss=0.1872, simple_loss=0.2755, pruned_loss=0.04944, over 12392.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07423, over 212.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2896, pruned_loss=0.05302, over 2477877.28 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06621, over 24716.96 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2848, pruned_loss=0.05148, over 2430578.40 frames. utt_duration=1296 frames, utt_pad_proportion=0.04186, over 7512.74 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2902, pruned_loss=0.05332, over 2479016.05 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06663, over 26692.69 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 20:20:49,780 INFO [train.py:927] (4/8) Epoch 16, batch 8400, libri_loss[loss=0.1833, simple_loss=0.2745, pruned_loss=0.04604, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005878, over 32.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2864, pruned_loss=0.05155, over 2478107.39 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06619, over 23971.85 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2846, pruned_loss=0.05141, over 2431384.29 frames. utt_duration=1299 frames, utt_pad_proportion=0.04127, over 7494.60 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.287, pruned_loss=0.05185, over 2479151.72 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06684, over 25879.66 utterances.], batch size: 32, lr: 2.49e-04
2022-08-30 20:22:57,652 INFO [train.py:927] (4/8) Epoch 16, batch 8450, giga_loss[loss=0.1927, simple_loss=0.2767, pruned_loss=0.05438, over 12456.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.02786, over 122.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2877, pruned_loss=0.05254, over 2477985.91 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0675, over 24257.39 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2847, pruned_loss=0.05142, over 2432112.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04072, over 7490.74 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2881, pruned_loss=0.05277, over 2478982.85 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06817, over 26055.33 utterances.], batch size: 122, lr: 2.49e-04
2022-08-30 20:24:50,920 INFO [train.py:927] (4/8) Epoch 16, batch 8500, giga_loss[loss=0.2345, simple_loss=0.313, pruned_loss=0.07797, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.0976, over 256.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2881, pruned_loss=0.05374, over 2477889.56 frames. utt_duration=404 frames, utt_pad_proportion=0.0696, over 24604.66 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2846, pruned_loss=0.05133, over 2433415.79 frames. utt_duration=1304 frames, utt_pad_proportion=0.03982, over 7470.29 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2886, pruned_loss=0.05405, over 2478725.99 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07039, over 26502.54 utterances.], batch size: 256, lr: 2.49e-04
2022-08-30 20:27:07,302 INFO [train.py:927] (4/8) Epoch 16, batch 8550, giga_loss[loss=0.2395, simple_loss=0.3323, pruned_loss=0.07336, over 12387.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2896, pruned_loss=0.05423, over 2477988.49 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06902, over 25259.14 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2846, pruned_loss=0.05129, over 2433713.24 frames. utt_duration=1306 frames, utt_pad_proportion=0.03953, over 7460.60 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.29, pruned_loss=0.05453, over 2478786.03 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0698, over 26914.26 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 20:29:24,624 INFO [train.py:927] (4/8) Epoch 16, batch 8600, giga_loss[loss=0.1722, simple_loss=0.2645, pruned_loss=0.03989, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02178, over 54.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2883, pruned_loss=0.05377, over 2477477.91 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06792, over 24623.11 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.284, pruned_loss=0.05119, over 2434858.61 frames. utt_duration=1301 frames, utt_pad_proportion=0.04312, over 7496.90 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2893, pruned_loss=0.05418, over 2478637.22 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06796, over 26548.73 utterances.], batch size: 54, lr: 2.49e-04
2022-08-30 20:31:40,433 INFO [train.py:927] (4/8) Epoch 16, batch 8650, giga_loss[loss=0.1862, simple_loss=0.2806, pruned_loss=0.04587, over 12370.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02743, over 85.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2839, pruned_loss=0.05239, over 2476905.00 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06549, over 23969.14 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2839, pruned_loss=0.05123, over 2435267.56 frames. utt_duration=1305 frames, utt_pad_proportion=0.04223, over 7472.20 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05275, over 2478582.58 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06609, over 25973.70 utterances.], batch size: 85, lr: 2.49e-04
2022-08-30 20:33:28,479 INFO [train.py:927] (4/8) Epoch 16, batch 8700, giga_loss[loss=0.1948, simple_loss=0.282, pruned_loss=0.05378, over 12472.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0459, over 34.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2831, pruned_loss=0.05234, over 2476682.94 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07024, over 24043.71 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2842, pruned_loss=0.05134, over 2436692.41 frames. utt_duration=1308 frames, utt_pad_proportion=0.04108, over 7462.37 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2836, pruned_loss=0.05259, over 2478244.38 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07098, over 26278.08 utterances.], batch size: 34, lr: 2.49e-04
2022-08-30 20:35:31,314 INFO [train.py:927] (4/8) Epoch 16, batch 8750, giga_loss[loss=0.1802, simple_loss=0.2774, pruned_loss=0.04147, over 12405.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03939, over 105.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2812, pruned_loss=0.0512, over 2476898.72 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07026, over 24463.83 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05117, over 2437292.79 frames. utt_duration=1312 frames, utt_pad_proportion=0.0405, over 7440.33 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.282, pruned_loss=0.05155, over 2478327.69 frames. utt_duration=374.6 frames, utt_pad_proportion=0.07111, over 26550.35 utterances.], batch size: 105, lr: 2.49e-04
2022-08-30 20:37:43,855 INFO [train.py:927] (4/8) Epoch 16, batch 8800, giga_loss[loss=0.2091, simple_loss=0.2959, pruned_loss=0.06117, over 12395.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0746, over 212.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2809, pruned_loss=0.05109, over 2476920.81 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06934, over 23802.03 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05123, over 2438106.49 frames. utt_duration=1303 frames, utt_pad_proportion=0.0442, over 7495.27 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2815, pruned_loss=0.05129, over 2478735.51 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06938, over 26026.54 utterances.], batch size: 212, lr: 2.48e-04
2022-08-30 20:39:55,098 INFO [train.py:927] (4/8) Epoch 16, batch 8850, giga_loss[loss=0.22, simple_loss=0.2984, pruned_loss=0.07084, over 12424.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09942, over 257.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2798, pruned_loss=0.0502, over 2476991.84 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06771, over 23505.53 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05109, over 2438547.24 frames. utt_duration=1306 frames, utt_pad_proportion=0.04358, over 7476.43 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2805, pruned_loss=0.05049, over 2478785.17 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06814, over 25587.86 utterances.], batch size: 257, lr: 2.48e-04
2022-08-30 20:41:55,086 INFO [train.py:927] (4/8) Epoch 16, batch 8900, giga_loss[loss=0.1999, simple_loss=0.2899, pruned_loss=0.05489, over 12383.00 frames. utt_duration=473 frames, utt_pad_proportion=0.04261, over 105.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2786, pruned_loss=0.05019, over 2476939.15 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07067, over 23959.28 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.0511, over 2439281.92 frames. utt_duration=1309 frames, utt_pad_proportion=0.04274, over 7461.50 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2794, pruned_loss=0.0504, over 2478748.75 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07119, over 26080.57 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 20:43:53,283 INFO [train.py:927] (4/8) Epoch 16, batch 8950, giga_loss[loss=0.1826, simple_loss=0.2732, pruned_loss=0.04597, over 12439.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.04516, over 134.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2805, pruned_loss=0.0499, over 2477008.57 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06768, over 23613.58 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2834, pruned_loss=0.05137, over 2439680.49 frames. utt_duration=1311 frames, utt_pad_proportion=0.0421, over 7451.37 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2806, pruned_loss=0.04978, over 2478730.86 frames. utt_duration=388.7 frames, utt_pad_proportion=0.0686, over 25587.78 utterances.], batch size: 134, lr: 2.48e-04
2022-08-30 20:45:52,094 INFO [train.py:927] (4/8) Epoch 16, batch 9000, giga_loss[loss=0.1838, simple_loss=0.2788, pruned_loss=0.04445, over 12379.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06747, over 211.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2825, pruned_loss=0.05008, over 2477054.05 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06767, over 23597.56 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.0512, over 2440869.00 frames. utt_duration=1316 frames, utt_pad_proportion=0.0411, over 7425.92 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2828, pruned_loss=0.05011, over 2478555.85 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06887, over 25737.20 utterances.], batch size: 211, lr: 2.48e-04
2022-08-30 20:45:52,094 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 20:46:06,368 INFO [train.py:967] (4/8) 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 20:48:07,038 INFO [train.py:927] (4/8) Epoch 16, batch 9050, giga_loss[loss=0.1351, simple_loss=0.233, pruned_loss=0.01863, over 12328.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03064, over 66.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2816, pruned_loss=0.04921, over 2477478.54 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06596, over 23525.76 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.283, pruned_loss=0.05113, over 2441575.22 frames. utt_duration=1318 frames, utt_pad_proportion=0.04046, over 7416.50 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2819, pruned_loss=0.04926, over 2478678.55 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06735, over 25514.24 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 20:50:03,506 INFO [train.py:927] (4/8) Epoch 16, batch 9100, giga_loss[loss=0.16, simple_loss=0.2478, pruned_loss=0.03615, over 12392.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.02649, over 62.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2798, pruned_loss=0.0485, over 2476952.16 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06411, over 23078.56 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05082, over 2442495.12 frames. utt_duration=1325 frames, utt_pad_proportion=0.03919, over 7383.57 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2806, pruned_loss=0.04872, over 2478533.65 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06599, over 25388.00 utterances.], batch size: 62, lr: 2.48e-04
2022-08-30 20:52:06,497 INFO [train.py:927] (4/8) Epoch 16, batch 9150, giga_loss[loss=0.209, simple_loss=0.302, pruned_loss=0.05802, over 12393.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03005, over 122.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2804, pruned_loss=0.04906, over 2477025.04 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06268, over 22844.91 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.283, pruned_loss=0.05112, over 2443319.52 frames. utt_duration=1321 frames, utt_pad_proportion=0.03875, over 7406.82 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2804, pruned_loss=0.04889, over 2478503.02 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06466, over 25097.29 utterances.], batch size: 122, lr: 2.48e-04
2022-08-30 20:54:05,680 INFO [train.py:927] (4/8) Epoch 16, batch 9200, giga_loss[loss=0.211, simple_loss=0.2973, pruned_loss=0.06234, over 12388.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2818, pruned_loss=0.05014, over 2477046.09 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06627, over 23950.54 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.0512, over 2444062.21 frames. utt_duration=1319 frames, utt_pad_proportion=0.03828, over 7418.68 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2815, pruned_loss=0.04992, over 2478147.04 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06779, over 26020.56 utterances.], batch size: 91, lr: 2.48e-04
2022-08-30 20:55:59,097 INFO [train.py:927] (4/8) Epoch 16, batch 9250, giga_loss[loss=0.2017, simple_loss=0.2989, pruned_loss=0.05224, over 12424.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05721, over 182.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2847, pruned_loss=0.05183, over 2477083.76 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06536, over 24211.33 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.051, over 2444717.24 frames. utt_duration=1325 frames, utt_pad_proportion=0.03729, over 7388.49 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2851, pruned_loss=0.05184, over 2478399.61 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06711, over 26439.25 utterances.], batch size: 182, lr: 2.48e-04
2022-08-30 20:58:17,881 INFO [train.py:927] (4/8) Epoch 16, batch 9300, giga_loss[loss=0.183, simple_loss=0.2618, pruned_loss=0.0521, over 12382.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2859, pruned_loss=0.05239, over 2477406.16 frames. utt_duration=388 frames, utt_pad_proportion=0.06976, over 25616.31 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2823, pruned_loss=0.05089, over 2444868.49 frames. utt_duration=1327 frames, utt_pad_proportion=0.03701, over 7378.63 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2865, pruned_loss=0.05251, over 2478577.09 frames. utt_duration=361.4 frames, utt_pad_proportion=0.0709, over 27524.86 utterances.], batch size: 354, lr: 2.48e-04
2022-08-30 21:00:18,193 INFO [train.py:927] (4/8) Epoch 16, batch 9350, giga_loss[loss=0.2097, simple_loss=0.2992, pruned_loss=0.06004, over 12417.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03119, over 80.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2855, pruned_loss=0.05218, over 2477682.71 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06682, over 25136.54 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05109, over 2445586.90 frames. utt_duration=1328 frames, utt_pad_proportion=0.03605, over 7372.40 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2857, pruned_loss=0.05215, over 2478990.34 frames. utt_duration=365.1 frames, utt_pad_proportion=0.06844, over 27251.29 utterances.], batch size: 80, lr: 2.48e-04
2022-08-30 21:02:22,139 INFO [train.py:927] (4/8) Epoch 16, batch 9400, giga_loss[loss=0.1772, simple_loss=0.2653, pruned_loss=0.04452, over 12358.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03166, over 51.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2847, pruned_loss=0.05257, over 2477661.96 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06789, over 25189.41 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05099, over 2445959.06 frames. utt_duration=1331 frames, utt_pad_proportion=0.03567, over 7356.90 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2851, pruned_loss=0.05265, over 2478798.33 frames. utt_duration=367 frames, utt_pad_proportion=0.06928, over 27104.12 utterances.], batch size: 51, lr: 2.48e-04
2022-08-30 21:04:21,734 INFO [train.py:927] (4/8) Epoch 16, batch 9450, libri_loss[loss=0.1654, simple_loss=0.2567, pruned_loss=0.03708, over 12280.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005643, over 32.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2836, pruned_loss=0.05194, over 2477438.34 frames. utt_duration=398 frames, utt_pad_proportion=0.06997, over 24973.88 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05093, over 2446058.23 frames. utt_duration=1332 frames, utt_pad_proportion=0.03541, over 7352.33 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.284, pruned_loss=0.05207, over 2478541.80 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07111, over 26654.81 utterances.], batch size: 32, lr: 2.48e-04
2022-08-30 21:06:25,293 INFO [train.py:927] (4/8) Epoch 16, batch 9500, giga_loss[loss=0.2011, simple_loss=0.3008, pruned_loss=0.05073, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03714, over 37.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2843, pruned_loss=0.05077, over 2477736.83 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06829, over 23812.50 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2829, pruned_loss=0.05121, over 2446374.58 frames. utt_duration=1316 frames, utt_pad_proportion=0.04056, over 7442.38 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2842, pruned_loss=0.05064, over 2478603.11 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06818, over 25204.34 utterances.], batch size: 37, lr: 2.48e-04
2022-08-30 21:08:28,796 INFO [train.py:927] (4/8) Epoch 16, batch 9550, libri_loss[loss=0.1915, simple_loss=0.289, pruned_loss=0.04699, over 12354.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.0269, over 43.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2853, pruned_loss=0.0505, over 2477793.86 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06374, over 23363.52 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05121, over 2447175.72 frames. utt_duration=1312 frames, utt_pad_proportion=0.04027, over 7468.01 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2851, pruned_loss=0.05039, over 2478471.62 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06416, over 24805.47 utterances.], batch size: 43, lr: 2.48e-04
2022-08-30 21:10:26,123 INFO [train.py:927] (4/8) Epoch 16, batch 9600, giga_loss[loss=0.1835, simple_loss=0.2753, pruned_loss=0.04589, over 12481.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02885, over 55.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2844, pruned_loss=0.05033, over 2477912.33 frames. utt_duration=409 frames, utt_pad_proportion=0.07109, over 24307.97 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2827, pruned_loss=0.05092, over 2448351.82 frames. utt_duration=1314 frames, utt_pad_proportion=0.03967, over 7460.33 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2846, pruned_loss=0.05049, over 2478488.50 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07155, over 26107.63 utterances.], batch size: 55, lr: 2.48e-04
2022-08-30 21:12:41,527 INFO [train.py:927] (4/8) Epoch 16, batch 9650, giga_loss[loss=0.1901, simple_loss=0.2933, pruned_loss=0.04345, over 12461.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03653, over 133.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2848, pruned_loss=0.04992, over 2478276.47 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07041, over 24278.78 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2826, pruned_loss=0.05088, over 2448880.38 frames. utt_duration=1304 frames, utt_pad_proportion=0.04374, over 7520.28 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2852, pruned_loss=0.05007, over 2478909.63 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07014, over 26027.44 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 21:15:01,425 INFO [train.py:927] (4/8) Epoch 16, batch 9700, giga_loss[loss=0.1976, simple_loss=0.2926, pruned_loss=0.05132, over 12421.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03765, over 105.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2877, pruned_loss=0.05094, over 2477895.23 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06764, over 23948.61 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05108, over 2449032.57 frames. utt_duration=1292 frames, utt_pad_proportion=0.04804, over 7588.14 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2878, pruned_loss=0.05087, over 2478654.37 frames. utt_duration=390 frames, utt_pad_proportion=0.0666, over 25497.04 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 21:17:22,942 INFO [train.py:927] (4/8) Epoch 16, batch 9750, giga_loss[loss=0.1773, simple_loss=0.2726, pruned_loss=0.04102, over 12449.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05602, over 182.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.287, pruned_loss=0.05119, over 2477948.22 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06382, over 23149.26 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.05095, over 2449409.25 frames. utt_duration=1297 frames, utt_pad_proportion=0.04765, over 7564.42 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2874, pruned_loss=0.05125, over 2478599.15 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06332, over 24599.32 utterances.], batch size: 182, lr: 2.48e-04
2022-08-30 21:19:24,327 INFO [train.py:927] (4/8) Epoch 16, batch 9800, giga_loss[loss=0.1959, simple_loss=0.2842, pruned_loss=0.05383, over 12376.00 frames. utt_duration=196.3 frames, utt_pad_proportion=0.09133, over 254.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2868, pruned_loss=0.05047, over 2478171.40 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06259, over 23695.68 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05096, over 2449779.64 frames. utt_duration=1299 frames, utt_pad_proportion=0.04692, over 7553.26 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2868, pruned_loss=0.0505, over 2478864.53 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06254, over 25147.39 utterances.], batch size: 254, lr: 2.48e-04
2022-08-30 21:21:21,955 INFO [train.py:927] (4/8) Epoch 16, batch 9850, giga_loss[loss=0.2075, simple_loss=0.3032, pruned_loss=0.05588, over 12352.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02871, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2882, pruned_loss=0.05102, over 2478047.13 frames. utt_duration=428.2 frames, utt_pad_proportion=0.05982, over 23210.92 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05095, over 2450372.33 frames. utt_duration=1300 frames, utt_pad_proportion=0.04614, over 7546.60 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2883, pruned_loss=0.05104, over 2478718.73 frames. utt_duration=402 frames, utt_pad_proportion=0.06023, over 24737.00 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 21:23:12,167 INFO [train.py:927] (4/8) Epoch 16, batch 9900, libri_loss[loss=0.2296, simple_loss=0.3099, pruned_loss=0.07464, over 12449.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006081, over 35.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2879, pruned_loss=0.05125, over 2478017.77 frames. utt_duration=424.5 frames, utt_pad_proportion=0.05902, over 23414.92 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.05102, over 2450863.46 frames. utt_duration=1301 frames, utt_pad_proportion=0.04566, over 7542.38 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.288, pruned_loss=0.0512, over 2478469.76 frames. utt_duration=400 frames, utt_pad_proportion=0.05958, over 24856.73 utterances.], batch size: 35, lr: 2.48e-04
2022-08-30 21:25:03,423 INFO [train.py:927] (4/8) Epoch 16, batch 9950, giga_loss[loss=0.2221, simple_loss=0.3152, pruned_loss=0.06449, over 12435.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2875, pruned_loss=0.05176, over 2477917.21 frames. utt_duration=426.2 frames, utt_pad_proportion=0.05888, over 23322.52 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05099, over 2450987.07 frames. utt_duration=1302 frames, utt_pad_proportion=0.04539, over 7538.93 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2877, pruned_loss=0.05174, over 2478396.29 frames. utt_duration=404.4 frames, utt_pad_proportion=0.05943, over 24590.26 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 21:26:43,980 INFO [train.py:927] (4/8) Epoch 16, batch 10000, giga_loss[loss=0.2418, simple_loss=0.3324, pruned_loss=0.0756, over 12433.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03108, over 80.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2931, pruned_loss=0.05418, over 2477398.36 frames. utt_duration=446.2 frames, utt_pad_proportion=0.05732, over 22271.25 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.05093, over 2451494.47 frames. utt_duration=1296 frames, utt_pad_proportion=0.04606, over 7572.30 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2935, pruned_loss=0.05428, over 2478054.90 frames. utt_duration=420 frames, utt_pad_proportion=0.05782, over 23670.68 utterances.], batch size: 80, lr: 2.48e-04
2022-08-30 21:28:27,638 INFO [train.py:927] (4/8) Epoch 16, batch 10050, giga_loss[loss=0.1561, simple_loss=0.2371, pruned_loss=0.03756, over 12176.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03658, over 28.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2924, pruned_loss=0.05472, over 2476202.49 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06146, over 21777.34 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2831, pruned_loss=0.05091, over 2451732.51 frames. utt_duration=1297 frames, utt_pad_proportion=0.04569, over 7568.59 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2927, pruned_loss=0.05485, over 2476729.39 frames. utt_duration=431.6 frames, utt_pad_proportion=0.06182, over 23019.92 utterances.], batch size: 28, lr: 2.48e-04
2022-08-30 21:30:09,348 INFO [train.py:927] (4/8) Epoch 16, batch 10100, giga_loss[loss=0.1698, simple_loss=0.2433, pruned_loss=0.04817, over 12356.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1928, over 364.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2865, pruned_loss=0.05249, over 2476043.49 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06114, over 20926.38 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2839, pruned_loss=0.05092, over 2451752.62 frames. utt_duration=1300 frames, utt_pad_proportion=0.04502, over 7554.26 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2862, pruned_loss=0.05263, over 2476875.30 frames. utt_duration=448.1 frames, utt_pad_proportion=0.06173, over 22174.19 utterances.], batch size: 364, lr: 2.48e-04
2022-08-30 21:31:51,826 INFO [train.py:927] (4/8) Epoch 16, batch 10150, giga_loss[loss=0.1544, simple_loss=0.2415, pruned_loss=0.03364, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02621, over 48.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2795, pruned_loss=0.05032, over 2475045.61 frames. utt_duration=485 frames, utt_pad_proportion=0.06215, over 20471.83 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2841, pruned_loss=0.05088, over 2452023.05 frames. utt_duration=1299 frames, utt_pad_proportion=0.04448, over 7561.21 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.279, pruned_loss=0.05049, over 2476324.07 frames. utt_duration=452.8 frames, utt_pad_proportion=0.06293, over 21940.20 utterances.], batch size: 48, lr: 2.48e-04
2022-08-30 21:33:36,206 INFO [train.py:927] (4/8) Epoch 16, batch 10200, giga_loss[loss=0.1768, simple_loss=0.2673, pruned_loss=0.04311, over 12402.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.1852, simple_loss=0.2735, pruned_loss=0.04847, over 2475760.72 frames. utt_duration=506.7 frames, utt_pad_proportion=0.05952, over 19598.04 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.284, pruned_loss=0.05089, over 2452656.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.04382, over 7550.01 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.273, pruned_loss=0.04858, over 2476623.34 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06064, over 20998.04 utterances.], batch size: 58, lr: 2.48e-04
2022-08-30 21:35:19,553 INFO [train.py:927] (4/8) Epoch 16, batch 10250, giga_loss[loss=0.1647, simple_loss=0.2416, pruned_loss=0.04389, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03092, over 39.00 utterances.], tot_loss[loss=0.1809, simple_loss=0.2679, pruned_loss=0.04696, over 2474651.66 frames. utt_duration=502.7 frames, utt_pad_proportion=0.064, over 19745.01 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.05071, over 2452704.95 frames. utt_duration=1305 frames, utt_pad_proportion=0.0432, over 7527.15 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2676, pruned_loss=0.04716, over 2475697.90 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06493, over 21096.99 utterances.], batch size: 39, lr: 2.48e-04
2022-08-30 21:37:02,208 INFO [train.py:927] (4/8) Epoch 16, batch 10300, giga_loss[loss=0.1678, simple_loss=0.2526, pruned_loss=0.04148, over 12404.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03311, over 80.00 utterances.], tot_loss[loss=0.1773, simple_loss=0.2635, pruned_loss=0.0456, over 2474026.76 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06787, over 20282.45 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2835, pruned_loss=0.0506, over 2452426.42 frames. utt_duration=1308 frames, utt_pad_proportion=0.04255, over 7509.76 utterances.], giga_tot_loss[loss=0.1773, simple_loss=0.2631, pruned_loss=0.04576, over 2475504.09 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06874, over 21604.23 utterances.], batch size: 80, lr: 2.48e-04
2022-08-30 21:38:46,432 INFO [train.py:927] (4/8) Epoch 16, batch 10350, giga_loss[loss=0.1714, simple_loss=0.2615, pruned_loss=0.04069, over 12376.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.05804, over 162.00 utterances.], tot_loss[loss=0.1732, simple_loss=0.2589, pruned_loss=0.04369, over 2473181.52 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06555, over 19505.84 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.05047, over 2452798.31 frames. utt_duration=1311 frames, utt_pad_proportion=0.04158, over 7493.75 utterances.], giga_tot_loss[loss=0.1729, simple_loss=0.2582, pruned_loss=0.04377, over 2474596.92 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06696, over 20916.80 utterances.], batch size: 162, lr: 2.48e-04
2022-08-30 21:40:29,332 INFO [train.py:927] (4/8) Epoch 16, batch 10400, libri_loss[loss=0.2068, simple_loss=0.3021, pruned_loss=0.05577, over 12408.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.006259, over 38.00 utterances.], tot_loss[loss=0.1694, simple_loss=0.2546, pruned_loss=0.04215, over 2473768.82 frames. utt_duration=519 frames, utt_pad_proportion=0.07042, over 19118.51 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2838, pruned_loss=0.05076, over 2453611.60 frames. utt_duration=1298 frames, utt_pad_proportion=0.04514, over 7569.08 utterances.], giga_tot_loss[loss=0.1681, simple_loss=0.2528, pruned_loss=0.04174, over 2474721.19 frames. utt_duration=484 frames, utt_pad_proportion=0.07056, over 20512.75 utterances.], batch size: 38, lr: 2.48e-04
2022-08-30 21:42:07,967 INFO [train.py:927] (4/8) Epoch 16, batch 10450, giga_loss[loss=0.2025, simple_loss=0.2951, pruned_loss=0.05501, over 12385.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.1717, simple_loss=0.2564, pruned_loss=0.04354, over 2473866.67 frames. utt_duration=509 frames, utt_pad_proportion=0.07147, over 19498.29 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2837, pruned_loss=0.05079, over 2453862.62 frames. utt_duration=1296 frames, utt_pad_proportion=0.04448, over 7580.84 utterances.], giga_tot_loss[loss=0.17, simple_loss=0.2541, pruned_loss=0.04292, over 2475043.08 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07209, over 20981.95 utterances.], batch size: 146, lr: 2.48e-04
2022-08-30 21:43:49,909 INFO [train.py:927] (4/8) Epoch 16, batch 10500, giga_loss[loss=0.2058, simple_loss=0.2984, pruned_loss=0.0566, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.1822, simple_loss=0.2672, pruned_loss=0.0486, over 2474548.73 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07238, over 19753.71 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2834, pruned_loss=0.0506, over 2454692.03 frames. utt_duration=1300 frames, utt_pad_proportion=0.0435, over 7559.81 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2651, pruned_loss=0.04814, over 2475286.94 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07339, over 21295.54 utterances.], batch size: 70, lr: 2.48e-04
2022-08-30 21:45:32,061 INFO [train.py:927] (4/8) Epoch 16, batch 10550, giga_loss[loss=0.2185, simple_loss=0.3116, pruned_loss=0.06273, over 12363.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06591, over 183.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2749, pruned_loss=0.05122, over 2473608.95 frames. utt_duration=512 frames, utt_pad_proportion=0.074, over 19380.90 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2834, pruned_loss=0.05053, over 2454706.81 frames. utt_duration=1303 frames, utt_pad_proportion=0.04241, over 7544.59 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2728, pruned_loss=0.0509, over 2474781.65 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07535, over 21004.82 utterances.], batch size: 183, lr: 2.48e-04
2022-08-30 21:47:15,486 INFO [train.py:927] (4/8) Epoch 16, batch 10600, giga_loss[loss=0.1976, simple_loss=0.2914, pruned_loss=0.05188, over 12437.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04562, over 161.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2782, pruned_loss=0.05192, over 2473588.24 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07179, over 18975.99 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.05046, over 2455459.27 frames. utt_duration=1303 frames, utt_pad_proportion=0.04192, over 7548.94 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2764, pruned_loss=0.05175, over 2474434.20 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07355, over 20628.88 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 21:49:04,208 INFO [train.py:927] (4/8) Epoch 16, batch 10650, giga_loss[loss=0.2721, simple_loss=0.3375, pruned_loss=0.1034, over 12378.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2822, pruned_loss=0.05469, over 2472625.08 frames. utt_duration=529.5 frames, utt_pad_proportion=0.0727, over 18731.91 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2835, pruned_loss=0.05054, over 2455515.20 frames. utt_duration=1300 frames, utt_pad_proportion=0.04196, over 7565.43 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2805, pruned_loss=0.0545, over 2473406.06 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07416, over 20115.67 utterances.], batch size: 259, lr: 2.48e-04
2022-08-30 21:50:46,552 INFO [train.py:927] (4/8) Epoch 16, batch 10700, giga_loss[loss=0.1838, simple_loss=0.2786, pruned_loss=0.04444, over 12403.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04713, over 31.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2878, pruned_loss=0.05717, over 2472930.41 frames. utt_duration=525.1 frames, utt_pad_proportion=0.07177, over 18892.85 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2836, pruned_loss=0.05053, over 2455675.29 frames. utt_duration=1304 frames, utt_pad_proportion=0.04138, over 7544.22 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2864, pruned_loss=0.05713, over 2473711.48 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07334, over 20211.18 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 21:52:33,398 INFO [train.py:927] (4/8) Epoch 16, batch 10750, libri_loss[loss=0.2483, simple_loss=0.3291, pruned_loss=0.08373, over 12452.00 frames. utt_duration=430.8 frames, utt_pad_proportion=0.3268, over 116.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2918, pruned_loss=0.05824, over 2473019.96 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0717, over 18663.96 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.284, pruned_loss=0.05076, over 2455742.74 frames. utt_duration=1289 frames, utt_pad_proportion=0.04575, over 7630.95 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2904, pruned_loss=0.05808, over 2473769.80 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07156, over 19765.51 utterances.], batch size: 116, lr: 2.48e-04
2022-08-30 21:54:16,181 INFO [train.py:927] (4/8) Epoch 16, batch 10800, libri_loss[loss=0.1713, simple_loss=0.2571, pruned_loss=0.04275, over 12205.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.05052, over 27.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05796, over 2472464.76 frames. utt_duration=529.3 frames, utt_pad_proportion=0.07489, over 18735.52 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2838, pruned_loss=0.05076, over 2455772.46 frames. utt_duration=1293 frames, utt_pad_proportion=0.04487, over 7605.15 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05809, over 2473649.85 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07521, over 20040.95 utterances.], batch size: 27, lr: 2.48e-04
2022-08-30 21:55:56,764 INFO [train.py:927] (4/8) Epoch 16, batch 10850, giga_loss[loss=0.1708, simple_loss=0.2684, pruned_loss=0.03659, over 12409.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02809, over 62.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2927, pruned_loss=0.05691, over 2471254.47 frames. utt_duration=574.9 frames, utt_pad_proportion=0.07037, over 17238.74 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.284, pruned_loss=0.05089, over 2456000.33 frames. utt_duration=1292 frames, utt_pad_proportion=0.04447, over 7611.25 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.05714, over 2472614.00 frames. utt_duration=531.1 frames, utt_pad_proportion=0.07155, over 18674.05 utterances.], batch size: 62, lr: 2.48e-04
2022-08-30 21:57:38,456 INFO [train.py:927] (4/8) Epoch 16, batch 10900, giga_loss[loss=0.208, simple_loss=0.287, pruned_loss=0.06448, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03557, over 40.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.0576, over 2471559.84 frames. utt_duration=594.9 frames, utt_pad_proportion=0.0674, over 16660.80 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.05067, over 2456292.92 frames. utt_duration=1297 frames, utt_pad_proportion=0.04353, over 7583.28 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05813, over 2472794.25 frames. utt_duration=548.5 frames, utt_pad_proportion=0.0692, over 18083.57 utterances.], batch size: 40, lr: 2.48e-04
2022-08-30 21:59:21,218 INFO [train.py:927] (4/8) Epoch 16, batch 10950, giga_loss[loss=0.2414, simple_loss=0.3113, pruned_loss=0.0857, over 12480.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03285, over 43.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2939, pruned_loss=0.05917, over 2471433.15 frames. utt_duration=608.8 frames, utt_pad_proportion=0.06316, over 16276.79 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2833, pruned_loss=0.05056, over 2456434.07 frames. utt_duration=1300 frames, utt_pad_proportion=0.04337, over 7569.80 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05981, over 2472566.86 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06514, over 17570.84 utterances.], batch size: 43, lr: 2.48e-04
2022-08-30 22:01:03,540 INFO [train.py:927] (4/8) Epoch 16, batch 11000, giga_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06163, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2928, pruned_loss=0.05951, over 2471741.80 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06489, over 16294.69 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2832, pruned_loss=0.05062, over 2456978.87 frames. utt_duration=1290 frames, utt_pad_proportion=0.04698, over 7627.03 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2936, pruned_loss=0.0602, over 2472548.66 frames. utt_duration=566 frames, utt_pad_proportion=0.06537, over 17519.46 utterances.], batch size: 48, lr: 2.48e-04
2022-08-30 22:02:45,706 INFO [train.py:927] (4/8) Epoch 16, batch 11050, giga_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.0747, over 12355.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2923, pruned_loss=0.05906, over 2472584.32 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06572, over 16873.11 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.283, pruned_loss=0.05052, over 2457536.81 frames. utt_duration=1297 frames, utt_pad_proportion=0.04592, over 7585.62 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2935, pruned_loss=0.05999, over 2473207.47 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06656, over 18175.52 utterances.], batch size: 367, lr: 2.48e-04
2022-08-30 22:04:31,963 INFO [train.py:927] (4/8) Epoch 16, batch 11100, giga_loss[loss=0.1819, simple_loss=0.2697, pruned_loss=0.04711, over 12425.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.0448, over 114.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05801, over 2473278.58 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06996, over 17704.60 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.05097, over 2458322.55 frames. utt_duration=1271 frames, utt_pad_proportion=0.05382, over 7746.65 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2904, pruned_loss=0.05858, over 2473483.94 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06793, over 18860.17 utterances.], batch size: 114, lr: 2.48e-04
2022-08-30 22:06:18,162 INFO [train.py:927] (4/8) Epoch 16, batch 11150, giga_loss[loss=0.1893, simple_loss=0.27, pruned_loss=0.05431, over 12434.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03935, over 37.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2855, pruned_loss=0.05676, over 2473567.40 frames. utt_duration=562 frames, utt_pad_proportion=0.06468, over 17652.57 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.05083, over 2458535.64 frames. utt_duration=1270 frames, utt_pad_proportion=0.05373, over 7753.89 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2862, pruned_loss=0.05745, over 2473800.00 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06344, over 18740.26 utterances.], batch size: 37, lr: 2.48e-04
2022-08-30 22:08:03,703 INFO [train.py:927] (4/8) Epoch 16, batch 11200, giga_loss[loss=0.2002, simple_loss=0.2855, pruned_loss=0.05745, over 12431.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03222, over 80.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2853, pruned_loss=0.05704, over 2474365.90 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07264, over 19046.31 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2838, pruned_loss=0.051, over 2458663.76 frames. utt_duration=1272 frames, utt_pad_proportion=0.05314, over 7738.70 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2856, pruned_loss=0.0575, over 2474633.05 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07163, over 20064.85 utterances.], batch size: 80, lr: 2.48e-04
2022-08-30 22:09:46,603 INFO [train.py:927] (4/8) Epoch 16, batch 11250, giga_loss[loss=0.2195, simple_loss=0.3003, pruned_loss=0.06931, over 12362.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2836, pruned_loss=0.05629, over 2472959.07 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06655, over 17650.52 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2839, pruned_loss=0.05096, over 2458838.99 frames. utt_duration=1275 frames, utt_pad_proportion=0.05253, over 7723.67 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2837, pruned_loss=0.05676, over 2473216.92 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06629, over 18605.83 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 22:11:32,708 INFO [train.py:927] (4/8) Epoch 16, batch 11300, giga_loss[loss=0.1814, simple_loss=0.2736, pruned_loss=0.04458, over 12380.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02749, over 70.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2808, pruned_loss=0.05509, over 2472841.24 frames. utt_duration=589.1 frames, utt_pad_proportion=0.06043, over 16832.96 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05102, over 2459045.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05196, over 7707.85 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2809, pruned_loss=0.05547, over 2473066.12 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06077, over 17734.69 utterances.], batch size: 70, lr: 2.48e-04
2022-08-30 22:13:16,002 INFO [train.py:927] (4/8) Epoch 16, batch 11350, giga_loss[loss=0.1978, simple_loss=0.2825, pruned_loss=0.0565, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05364, over 162.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2779, pruned_loss=0.05412, over 2472755.63 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05675, over 16314.87 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05109, over 2459183.26 frames. utt_duration=1278 frames, utt_pad_proportion=0.05174, over 7708.10 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2779, pruned_loss=0.05444, over 2473109.82 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05738, over 17227.20 utterances.], batch size: 162, lr: 2.48e-04
2022-08-30 22:14:57,373 INFO [train.py:927] (4/8) Epoch 16, batch 11400, giga_loss[loss=0.179, simple_loss=0.2649, pruned_loss=0.04649, over 12397.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03701, over 105.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.275, pruned_loss=0.05334, over 2472789.52 frames. utt_duration=631 frames, utt_pad_proportion=0.05472, over 15711.87 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2839, pruned_loss=0.0511, over 2459362.44 frames. utt_duration=1267 frames, utt_pad_proportion=0.05548, over 7774.58 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2749, pruned_loss=0.05361, over 2473098.84 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05363, over 16477.03 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 22:16:38,135 INFO [train.py:927] (4/8) Epoch 16, batch 11450, giga_loss[loss=0.1971, simple_loss=0.2751, pruned_loss=0.05955, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03377, over 39.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2728, pruned_loss=0.05264, over 2471747.63 frames. utt_duration=657.8 frames, utt_pad_proportion=0.05167, over 15065.74 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.05098, over 2459598.14 frames. utt_duration=1271 frames, utt_pad_proportion=0.05446, over 7751.51 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2726, pruned_loss=0.05301, over 2472068.22 frames. utt_duration=624.9 frames, utt_pad_proportion=0.05131, over 15861.53 utterances.], batch size: 39, lr: 2.48e-04
2022-08-30 22:18:19,092 INFO [train.py:927] (4/8) Epoch 16, batch 11500, giga_loss[loss=0.2034, simple_loss=0.29, pruned_loss=0.05845, over 12358.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03974, over 113.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2727, pruned_loss=0.05293, over 2471117.60 frames. utt_duration=632.9 frames, utt_pad_proportion=0.05532, over 15654.97 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2838, pruned_loss=0.05119, over 2459621.09 frames. utt_duration=1274 frames, utt_pad_proportion=0.05379, over 7732.58 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2723, pruned_loss=0.05308, over 2471569.31 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05512, over 16431.40 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 22:20:01,883 INFO [train.py:927] (4/8) Epoch 16, batch 11550, giga_loss[loss=0.2011, simple_loss=0.281, pruned_loss=0.06062, over 12412.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.03815, over 26.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2757, pruned_loss=0.05432, over 2472187.26 frames. utt_duration=628.2 frames, utt_pad_proportion=0.05734, over 15779.10 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2839, pruned_loss=0.05127, over 2460148.25 frames. utt_duration=1272 frames, utt_pad_proportion=0.05324, over 7744.22 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2749, pruned_loss=0.05445, over 2472499.78 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05733, over 16680.13 utterances.], batch size: 26, lr: 2.48e-04
2022-08-30 22:21:46,491 INFO [train.py:927] (4/8) Epoch 16, batch 11600, libri_loss[loss=0.1889, simple_loss=0.2725, pruned_loss=0.05265, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006923, over 31.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2805, pruned_loss=0.05671, over 2472309.72 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06068, over 15792.48 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05103, over 2460871.35 frames. utt_duration=1280 frames, utt_pad_proportion=0.0512, over 7697.99 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2801, pruned_loss=0.0573, over 2472482.68 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06157, over 17004.74 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 22:23:33,619 INFO [train.py:927] (4/8) Epoch 16, batch 11650, giga_loss[loss=0.2199, simple_loss=0.3013, pruned_loss=0.06926, over 12281.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2858, pruned_loss=0.05877, over 2472737.78 frames. utt_duration=559.9 frames, utt_pad_proportion=0.0718, over 17713.64 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05082, over 2460864.84 frames. utt_duration=1282 frames, utt_pad_proportion=0.05055, over 7686.10 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2858, pruned_loss=0.05954, over 2473089.35 frames. utt_duration=526.5 frames, utt_pad_proportion=0.07214, over 18843.61 utterances.], batch size: 54, lr: 2.48e-04
2022-08-30 22:25:17,516 INFO [train.py:927] (4/8) Epoch 16, batch 11700, libri_loss[loss=0.1871, simple_loss=0.2802, pruned_loss=0.04696, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005416, over 34.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2911, pruned_loss=0.06115, over 2473423.08 frames. utt_duration=548.6 frames, utt_pad_proportion=0.07771, over 18083.41 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.05099, over 2461228.55 frames. utt_duration=1272 frames, utt_pad_proportion=0.05323, over 7751.24 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.291, pruned_loss=0.06204, over 2473920.11 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07716, over 19403.68 utterances.], batch size: 34, lr: 2.48e-04
2022-08-30 22:27:03,688 INFO [train.py:927] (4/8) Epoch 16, batch 11750, giga_loss[loss=0.1713, simple_loss=0.2668, pruned_loss=0.03787, over 12470.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03827, over 26.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05905, over 2473070.18 frames. utt_duration=543.3 frames, utt_pad_proportion=0.07239, over 18259.23 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05111, over 2461221.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05224, over 7739.53 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.29, pruned_loss=0.05986, over 2473745.32 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07284, over 19567.34 utterances.], batch size: 26, lr: 2.48e-04
2022-08-30 22:28:47,298 INFO [train.py:927] (4/8) Epoch 16, batch 11800, libri_loss[loss=0.1863, simple_loss=0.2732, pruned_loss=0.04971, over 12137.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005566, over 32.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2889, pruned_loss=0.05757, over 2472435.36 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06762, over 17816.35 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05105, over 2460933.91 frames. utt_duration=1277 frames, utt_pad_proportion=0.05184, over 7714.59 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2891, pruned_loss=0.05836, over 2473393.31 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06848, over 19012.20 utterances.], batch size: 32, lr: 2.48e-04
2022-08-30 22:30:32,293 INFO [train.py:927] (4/8) Epoch 16, batch 11850, giga_loss[loss=0.1976, simple_loss=0.2867, pruned_loss=0.05427, over 12377.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2904, pruned_loss=0.05793, over 2472844.92 frames. utt_duration=576 frames, utt_pad_proportion=0.06545, over 17218.35 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05095, over 2461028.60 frames. utt_duration=1279 frames, utt_pad_proportion=0.05086, over 7708.29 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.291, pruned_loss=0.05888, over 2473941.35 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06688, over 18510.35 utterances.], batch size: 58, lr: 2.48e-04
2022-08-30 22:32:18,384 INFO [train.py:927] (4/8) Epoch 16, batch 11900, giga_loss[loss=0.2149, simple_loss=0.2885, pruned_loss=0.0707, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03328, over 39.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2927, pruned_loss=0.05972, over 2471974.64 frames. utt_duration=557.2 frames, utt_pad_proportion=0.0665, over 17794.92 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05089, over 2461216.64 frames. utt_duration=1271 frames, utt_pad_proportion=0.0543, over 7756.09 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2935, pruned_loss=0.06072, over 2472935.20 frames. utt_duration=522 frames, utt_pad_proportion=0.06655, over 19004.54 utterances.], batch size: 39, lr: 2.48e-04
2022-08-30 22:34:04,212 INFO [train.py:927] (4/8) Epoch 16, batch 11950, giga_loss[loss=0.1969, simple_loss=0.2859, pruned_loss=0.05394, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03638, over 28.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2928, pruned_loss=0.0601, over 2472107.37 frames. utt_duration=577.1 frames, utt_pad_proportion=0.0664, over 17179.25 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.05089, over 2461450.32 frames. utt_duration=1273 frames, utt_pad_proportion=0.05332, over 7743.19 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2938, pruned_loss=0.06111, over 2472935.25 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06695, over 18380.79 utterances.], batch size: 28, lr: 2.48e-04
2022-08-30 22:35:49,134 INFO [train.py:927] (4/8) Epoch 16, batch 12000, giga_loss[loss=0.2781, simple_loss=0.3399, pruned_loss=0.1082, over 12382.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1075, over 259.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2937, pruned_loss=0.06026, over 2473040.00 frames. utt_duration=610.5 frames, utt_pad_proportion=0.06262, over 16244.45 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05101, over 2461722.32 frames. utt_duration=1271 frames, utt_pad_proportion=0.05302, over 7757.85 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2945, pruned_loss=0.06121, over 2473752.16 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06359, over 17428.62 utterances.], batch size: 259, lr: 2.48e-04
2022-08-30 22:35:49,135 INFO [train.py:958] (4/8) Computing validation loss
2022-08-30 22:36:03,781 INFO [train.py:967] (4/8) 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 22:37:45,095 INFO [train.py:927] (4/8) Epoch 16, batch 12050, giga_loss[loss=0.1992, simple_loss=0.2935, pruned_loss=0.05249, over 12457.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.0308, over 75.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2951, pruned_loss=0.06103, over 2473497.94 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06101, over 16200.59 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.0512, over 2462071.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.05163, over 7729.76 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2958, pruned_loss=0.06193, over 2474121.86 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06261, over 17451.40 utterances.], batch size: 75, lr: 2.48e-04
2022-08-30 22:39:27,115 INFO [train.py:927] (4/8) Epoch 16, batch 12100, giga_loss[loss=0.1979, simple_loss=0.2742, pruned_loss=0.0608, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04644, over 26.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2951, pruned_loss=0.06141, over 2473128.48 frames. utt_duration=625.8 frames, utt_pad_proportion=0.05808, over 15845.22 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05109, over 2462020.86 frames. utt_duration=1278 frames, utt_pad_proportion=0.05063, over 7716.58 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2962, pruned_loss=0.06253, over 2474012.12 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0601, over 17115.78 utterances.], batch size: 26, lr: 2.47e-04
2022-08-30 22:41:07,688 INFO [train.py:927] (4/8) Epoch 16, batch 12150, giga_loss[loss=0.2644, simple_loss=0.3401, pruned_loss=0.09434, over 12401.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06761, over 184.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2952, pruned_loss=0.0621, over 2472838.25 frames. utt_duration=618.9 frames, utt_pad_proportion=0.06108, over 16020.70 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05147, over 2462782.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05427, over 7800.24 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.296, pruned_loss=0.06298, over 2473209.08 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06097, over 17218.09 utterances.], batch size: 184, lr: 2.47e-04
2022-08-30 22:42:49,825 INFO [train.py:927] (4/8) Epoch 16, batch 12200, giga_loss[loss=0.2221, simple_loss=0.3039, pruned_loss=0.07012, over 12376.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.296, pruned_loss=0.06285, over 2472747.26 frames. utt_duration=626.6 frames, utt_pad_proportion=0.05835, over 15824.19 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05157, over 2462674.16 frames. utt_duration=1267 frames, utt_pad_proportion=0.05333, over 7785.32 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2968, pruned_loss=0.06369, over 2473334.19 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05885, over 16962.99 utterances.], batch size: 97, lr: 2.47e-04
2022-08-30 22:44:32,744 INFO [train.py:927] (4/8) Epoch 16, batch 12250, giga_loss[loss=0.1703, simple_loss=0.2632, pruned_loss=0.03867, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04119, over 31.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.295, pruned_loss=0.06188, over 2472224.43 frames. utt_duration=652.7 frames, utt_pad_proportion=0.05775, over 15185.92 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05132, over 2462587.58 frames. utt_duration=1275 frames, utt_pad_proportion=0.05217, over 7735.63 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2966, pruned_loss=0.06312, over 2473075.06 frames. utt_duration=605 frames, utt_pad_proportion=0.05874, over 16390.33 utterances.], batch size: 31, lr: 2.47e-04
2022-08-30 22:46:12,388 INFO [train.py:927] (4/8) Epoch 16, batch 12300, giga_loss[loss=0.1805, simple_loss=0.2673, pruned_loss=0.0468, over 12310.00 frames. utt_duration=795.7 frames, utt_pad_proportion=0.03556, over 62.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2952, pruned_loss=0.0627, over 2472121.97 frames. utt_duration=644.2 frames, utt_pad_proportion=0.05789, over 15386.72 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2829, pruned_loss=0.0516, over 2462348.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.05069, over 7685.31 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2973, pruned_loss=0.06389, over 2473395.02 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05935, over 16708.20 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 22:47:54,141 INFO [train.py:927] (4/8) Epoch 16, batch 12350, giga_loss[loss=0.1779, simple_loss=0.2617, pruned_loss=0.04703, over 12206.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04174, over 28.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2932, pruned_loss=0.06177, over 2472324.59 frames. utt_duration=632 frames, utt_pad_proportion=0.05779, over 15684.58 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.283, pruned_loss=0.05166, over 2462646.60 frames. utt_duration=1280 frames, utt_pad_proportion=0.051, over 7705.49 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.295, pruned_loss=0.06285, over 2473235.78 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05891, over 16856.56 utterances.], batch size: 28, lr: 2.47e-04
2022-08-30 22:49:34,573 INFO [train.py:927] (4/8) Epoch 16, batch 12400, libri_loss[loss=0.1776, simple_loss=0.2625, pruned_loss=0.04632, over 12300.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.00509, over 32.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.292, pruned_loss=0.06127, over 2472047.32 frames. utt_duration=633.3 frames, utt_pad_proportion=0.06154, over 15650.33 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2835, pruned_loss=0.05187, over 2462691.91 frames. utt_duration=1281 frames, utt_pad_proportion=0.05028, over 7700.41 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2932, pruned_loss=0.06213, over 2472920.56 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06259, over 16736.80 utterances.], batch size: 32, lr: 2.47e-04
2022-08-30 22:51:17,093 INFO [train.py:927] (4/8) Epoch 16, batch 12450, giga_loss[loss=0.2063, simple_loss=0.2835, pruned_loss=0.06456, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.289, pruned_loss=0.06012, over 2470551.23 frames. utt_duration=654.2 frames, utt_pad_proportion=0.05925, over 15141.42 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2834, pruned_loss=0.05201, over 2462669.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05059, over 7728.40 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2903, pruned_loss=0.06103, over 2471619.95 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06037, over 16318.52 utterances.], batch size: 113, lr: 2.47e-04
2022-08-30 22:53:00,433 INFO [train.py:927] (4/8) Epoch 16, batch 12500, giga_loss[loss=0.1775, simple_loss=0.2712, pruned_loss=0.04196, over 12379.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03115, over 62.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2863, pruned_loss=0.0586, over 2471505.09 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06408, over 16262.75 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2836, pruned_loss=0.05244, over 2463024.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.04868, over 7690.70 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2873, pruned_loss=0.05929, over 2472440.66 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06564, over 17634.37 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 22:54:42,695 INFO [train.py:927] (4/8) Epoch 16, batch 12550, giga_loss[loss=0.1675, simple_loss=0.2508, pruned_loss=0.04208, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03087, over 45.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2832, pruned_loss=0.0573, over 2471242.29 frames. utt_duration=631.6 frames, utt_pad_proportion=0.05987, over 15688.14 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2838, pruned_loss=0.05272, over 2462930.80 frames. utt_duration=1284 frames, utt_pad_proportion=0.04799, over 7682.89 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2839, pruned_loss=0.05773, over 2472310.89 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06188, over 17021.73 utterances.], batch size: 45, lr: 2.47e-04
2022-08-30 22:56:25,530 INFO [train.py:927] (4/8) Epoch 16, batch 12600, giga_loss[loss=0.1942, simple_loss=0.2858, pruned_loss=0.05126, over 12353.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03339, over 62.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2856, pruned_loss=0.05804, over 2471437.54 frames. utt_duration=605.2 frames, utt_pad_proportion=0.06268, over 16374.45 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2844, pruned_loss=0.0531, over 2462950.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.04689, over 7685.90 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2857, pruned_loss=0.0582, over 2472559.92 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06473, over 17719.29 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 22:58:11,338 INFO [train.py:927] (4/8) Epoch 16, batch 12650, giga_loss[loss=0.1917, simple_loss=0.2838, pruned_loss=0.04985, over 12399.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0333, over 80.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2869, pruned_loss=0.05735, over 2472659.30 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06082, over 17164.26 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2845, pruned_loss=0.05319, over 2462911.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.04671, over 7684.47 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2869, pruned_loss=0.05741, over 2473608.89 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06258, over 18258.24 utterances.], batch size: 80, lr: 2.47e-04
2022-08-30 22:59:51,451 INFO [train.py:927] (4/8) Epoch 16, batch 12700, giga_loss[loss=0.2158, simple_loss=0.2936, pruned_loss=0.06897, over 12261.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02913, over 42.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2863, pruned_loss=0.0565, over 2472878.74 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06152, over 17781.29 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2848, pruned_loss=0.05345, over 2462884.41 frames. utt_duration=1285 frames, utt_pad_proportion=0.04625, over 7677.27 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.286, pruned_loss=0.05635, over 2473793.47 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06312, over 18797.09 utterances.], batch size: 42, lr: 2.47e-04
2022-08-30 23:01:34,507 INFO [train.py:927] (4/8) Epoch 16, batch 12750, giga_loss[loss=0.1921, simple_loss=0.2859, pruned_loss=0.0492, over 12437.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.287, pruned_loss=0.05699, over 2472839.65 frames. utt_duration=533 frames, utt_pad_proportion=0.0677, over 18610.20 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2849, pruned_loss=0.05355, over 2462873.92 frames. utt_duration=1287 frames, utt_pad_proportion=0.04573, over 7663.20 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2867, pruned_loss=0.05683, over 2473692.62 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06884, over 19547.59 utterances.], batch size: 75, lr: 2.47e-04
2022-08-30 23:03:13,888 INFO [train.py:927] (4/8) Epoch 16, batch 12800, giga_loss[loss=0.1895, simple_loss=0.284, pruned_loss=0.04755, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02944, over 58.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2879, pruned_loss=0.05738, over 2473201.89 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06544, over 18271.59 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2847, pruned_loss=0.05364, over 2463115.82 frames. utt_duration=1290 frames, utt_pad_proportion=0.04496, over 7648.78 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2879, pruned_loss=0.05725, over 2473872.81 frames. utt_duration=515 frames, utt_pad_proportion=0.0669, over 19270.93 utterances.], batch size: 58, lr: 2.47e-04
2022-08-30 23:04:57,393 INFO [train.py:927] (4/8) Epoch 16, batch 12850, giga_loss[loss=0.2199, simple_loss=0.3094, pruned_loss=0.06521, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03673, over 105.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2893, pruned_loss=0.05779, over 2473294.69 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05998, over 17606.74 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2847, pruned_loss=0.05371, over 2463086.52 frames. utt_duration=1293 frames, utt_pad_proportion=0.04412, over 7629.77 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2894, pruned_loss=0.05771, over 2474074.81 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06191, over 18647.57 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:06:38,781 INFO [train.py:927] (4/8) Epoch 16, batch 12900, giga_loss[loss=0.1793, simple_loss=0.2655, pruned_loss=0.04655, over 12276.00 frames. utt_duration=1890 frames, utt_pad_proportion=0.05464, over 26.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2903, pruned_loss=0.05847, over 2472608.60 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05702, over 17287.04 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2848, pruned_loss=0.05401, over 2463382.97 frames. utt_duration=1297 frames, utt_pad_proportion=0.04329, over 7607.09 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2905, pruned_loss=0.05826, over 2473229.07 frames. utt_duration=538.9 frames, utt_pad_proportion=0.0592, over 18410.05 utterances.], batch size: 26, lr: 2.47e-04
2022-08-30 23:08:20,254 INFO [train.py:927] (4/8) Epoch 16, batch 12950, giga_loss[loss=0.1944, simple_loss=0.281, pruned_loss=0.05391, over 12477.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03454, over 37.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2893, pruned_loss=0.05851, over 2472531.09 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06004, over 17354.12 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2845, pruned_loss=0.05419, over 2463094.17 frames. utt_duration=1302 frames, utt_pad_proportion=0.04255, over 7573.26 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2898, pruned_loss=0.05829, over 2473451.34 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06197, over 18481.86 utterances.], batch size: 37, lr: 2.47e-04
2022-08-30 23:09:57,602 INFO [train.py:927] (4/8) Epoch 16, batch 13000, giga_loss[loss=0.278, simple_loss=0.339, pruned_loss=0.1085, over 12403.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1101, over 260.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2881, pruned_loss=0.05864, over 2472511.14 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06179, over 17495.61 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2851, pruned_loss=0.0548, over 2463393.56 frames. utt_duration=1289 frames, utt_pad_proportion=0.04629, over 7651.18 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2881, pruned_loss=0.05806, over 2473268.75 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06221, over 18632.73 utterances.], batch size: 260, lr: 2.47e-04
2022-08-30 23:11:37,106 INFO [train.py:927] (4/8) Epoch 16, batch 13050, giga_loss[loss=0.1803, simple_loss=0.2795, pruned_loss=0.04052, over 12399.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03532, over 75.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2895, pruned_loss=0.05838, over 2472944.59 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05861, over 17908.89 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2851, pruned_loss=0.05491, over 2463099.98 frames. utt_duration=1293 frames, utt_pad_proportion=0.04557, over 7626.27 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2895, pruned_loss=0.05791, over 2474014.32 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05947, over 19068.25 utterances.], batch size: 75, lr: 2.47e-04
2022-08-30 23:13:15,591 INFO [train.py:927] (4/8) Epoch 16, batch 13100, giga_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.05377, over 12422.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2889, pruned_loss=0.05746, over 2473143.09 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05702, over 17893.92 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2852, pruned_loss=0.05498, over 2463118.48 frames. utt_duration=1289 frames, utt_pad_proportion=0.04627, over 7653.14 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2889, pruned_loss=0.05704, over 2474006.71 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05759, over 18821.86 utterances.], batch size: 123, lr: 2.47e-04
2022-08-30 23:14:52,018 INFO [train.py:927] (4/8) Epoch 16, batch 13150, giga_loss[loss=0.1639, simple_loss=0.2532, pruned_loss=0.03728, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04123, over 28.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2874, pruned_loss=0.05766, over 2473052.38 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05704, over 18041.15 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2852, pruned_loss=0.05506, over 2462887.93 frames. utt_duration=1292 frames, utt_pad_proportion=0.0456, over 7633.21 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2874, pruned_loss=0.05731, over 2474104.56 frames. utt_duration=523.2 frames, utt_pad_proportion=0.0578, over 18969.65 utterances.], batch size: 28, lr: 2.47e-04
2022-08-30 23:16:31,628 INFO [train.py:927] (4/8) Epoch 16, batch 13200, giga_loss[loss=0.1958, simple_loss=0.2813, pruned_loss=0.05512, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2869, pruned_loss=0.05854, over 2473897.10 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05721, over 18392.81 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2857, pruned_loss=0.0558, over 2463128.12 frames. utt_duration=1290 frames, utt_pad_proportion=0.04535, over 7643.71 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2865, pruned_loss=0.05767, over 2474971.92 frames. utt_duration=507.1 frames, utt_pad_proportion=0.05808, over 19582.50 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:18:10,701 INFO [train.py:927] (4/8) Epoch 16, batch 13250, giga_loss[loss=0.1886, simple_loss=0.2658, pruned_loss=0.05573, over 12449.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03448, over 86.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2854, pruned_loss=0.05771, over 2474038.92 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05868, over 18031.33 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2866, pruned_loss=0.05628, over 2463337.96 frames. utt_duration=1277 frames, utt_pad_proportion=0.04896, over 7723.95 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2842, pruned_loss=0.05664, over 2475118.91 frames. utt_duration=514.3 frames, utt_pad_proportion=0.05812, over 19307.68 utterances.], batch size: 86, lr: 2.47e-04
2022-08-30 23:19:50,919 INFO [train.py:927] (4/8) Epoch 16, batch 13300, giga_loss[loss=0.1888, simple_loss=0.2801, pruned_loss=0.04874, over 12443.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03665, over 133.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.282, pruned_loss=0.05663, over 2474842.71 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06009, over 18368.98 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2866, pruned_loss=0.05633, over 2463445.90 frames. utt_duration=1278 frames, utt_pad_proportion=0.04842, over 7718.60 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.281, pruned_loss=0.05574, over 2475790.23 frames. utt_duration=507.3 frames, utt_pad_proportion=0.05984, over 19580.29 utterances.], batch size: 133, lr: 2.47e-04
2022-08-30 23:21:32,455 INFO [train.py:927] (4/8) Epoch 16, batch 13350, libri_loss[loss=0.1727, simple_loss=0.2564, pruned_loss=0.04446, over 12447.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006422, over 32.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2818, pruned_loss=0.05658, over 2474323.58 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06116, over 17934.93 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2868, pruned_loss=0.05679, over 2463609.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05267, over 7793.82 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2807, pruned_loss=0.05549, over 2475356.01 frames. utt_duration=516.4 frames, utt_pad_proportion=0.05971, over 19230.54 utterances.], batch size: 32, lr: 2.47e-04
2022-08-30 23:23:14,641 INFO [train.py:927] (4/8) Epoch 16, batch 13400, giga_loss[loss=0.212, simple_loss=0.2964, pruned_loss=0.06377, over 12399.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03891, over 37.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2836, pruned_loss=0.05679, over 2474731.67 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05933, over 17359.13 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2867, pruned_loss=0.0568, over 2463494.18 frames. utt_duration=1266 frames, utt_pad_proportion=0.05223, over 7792.09 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2827, pruned_loss=0.0559, over 2475834.28 frames. utt_duration=534.9 frames, utt_pad_proportion=0.0585, over 18565.50 utterances.], batch size: 37, lr: 2.47e-04
2022-08-30 23:24:59,180 INFO [train.py:927] (4/8) Epoch 16, batch 13450, giga_loss[loss=0.194, simple_loss=0.2845, pruned_loss=0.05177, over 12407.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2852, pruned_loss=0.05709, over 2474584.47 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05978, over 17067.82 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2867, pruned_loss=0.05677, over 2463725.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05175, over 7784.16 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2844, pruned_loss=0.05643, over 2475403.61 frames. utt_duration=547 frames, utt_pad_proportion=0.0593, over 18149.77 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:26:45,980 INFO [train.py:927] (4/8) Epoch 16, batch 13500, giga_loss[loss=0.1918, simple_loss=0.276, pruned_loss=0.05383, over 12313.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.0353, over 58.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2893, pruned_loss=0.05982, over 2474463.50 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06261, over 17460.76 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.287, pruned_loss=0.05698, over 2463975.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05061, over 7784.22 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2885, pruned_loss=0.05915, over 2475275.69 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06266, over 18690.05 utterances.], batch size: 58, lr: 2.47e-04
2022-08-30 23:28:24,525 INFO [train.py:927] (4/8) Epoch 16, batch 13550, giga_loss[loss=0.2145, simple_loss=0.3004, pruned_loss=0.0643, over 12331.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2945, pruned_loss=0.06308, over 2474629.28 frames. utt_duration=542.4 frames, utt_pad_proportion=0.07113, over 18300.79 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2872, pruned_loss=0.05715, over 2464090.63 frames. utt_duration=1265 frames, utt_pad_proportion=0.05033, over 7801.28 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2938, pruned_loss=0.06247, over 2475377.78 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07094, over 19444.06 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:30:07,350 INFO [train.py:927] (4/8) Epoch 16, batch 13600, giga_loss[loss=0.2628, simple_loss=0.3229, pruned_loss=0.1013, over 12363.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2136, over 374.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3011, pruned_loss=0.06772, over 2474857.27 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07069, over 18882.70 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2877, pruned_loss=0.05767, over 2464712.36 frames. utt_duration=1253 frames, utt_pad_proportion=0.05399, over 7877.91 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3004, pruned_loss=0.06702, over 2475234.81 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06966, over 20081.99 utterances.], batch size: 374, lr: 2.47e-04
2022-08-30 23:31:51,500 INFO [train.py:927] (4/8) Epoch 16, batch 13650, giga_loss[loss=0.2812, simple_loss=0.347, pruned_loss=0.1077, over 12416.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05244, over 162.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07157, over 2475519.88 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06761, over 19026.74 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.288, pruned_loss=0.05801, over 2465440.10 frames. utt_duration=1241 frames, utt_pad_proportion=0.05766, over 7953.81 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3062, pruned_loss=0.07108, over 2475491.80 frames. utt_duration=490 frames, utt_pad_proportion=0.06589, over 20269.61 utterances.], batch size: 162, lr: 2.47e-04
2022-08-30 23:33:37,071 INFO [train.py:927] (4/8) Epoch 16, batch 13700, giga_loss[loss=0.349, simple_loss=0.3887, pruned_loss=0.1547, over 12360.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3127, pruned_loss=0.07744, over 2475305.18 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08057, over 21098.54 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2881, pruned_loss=0.05813, over 2465545.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.05723, over 7942.29 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3126, pruned_loss=0.07709, over 2475275.15 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0789, over 22189.57 utterances.], batch size: 370, lr: 2.47e-04
2022-08-30 23:35:23,062 INFO [train.py:927] (4/8) Epoch 16, batch 13750, giga_loss[loss=0.2931, simple_loss=0.3549, pruned_loss=0.1156, over 12402.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06822, over 184.00 utterances.], tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08153, over 2474356.83 frames. utt_duration=442.8 frames, utt_pad_proportion=0.09182, over 22424.00 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2879, pruned_loss=0.05827, over 2465697.09 frames. utt_duration=1247 frames, utt_pad_proportion=0.0562, over 7916.66 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3181, pruned_loss=0.082, over 2474533.80 frames. utt_duration=415.5 frames, utt_pad_proportion=0.09073, over 23905.85 utterances.], batch size: 184, lr: 2.47e-04
2022-08-30 23:37:07,977 INFO [train.py:927] (4/8) Epoch 16, batch 13800, giga_loss[loss=0.2008, simple_loss=0.2832, pruned_loss=0.05921, over 12363.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03249, over 62.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.0827, over 2473947.38 frames. utt_duration=438.4 frames, utt_pad_proportion=0.09235, over 22649.48 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2879, pruned_loss=0.05834, over 2465849.79 frames. utt_duration=1252 frames, utt_pad_proportion=0.05455, over 7884.38 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3195, pruned_loss=0.0839, over 2474236.59 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0923, over 24416.33 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:38:52,094 INFO [train.py:927] (4/8) Epoch 16, batch 13850, libri_loss[loss=0.2303, simple_loss=0.3133, pruned_loss=0.07363, over 12234.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03018, over 45.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3183, pruned_loss=0.08339, over 2474100.23 frames. utt_duration=432.6 frames, utt_pad_proportion=0.09099, over 22953.54 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2877, pruned_loss=0.05835, over 2465735.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.05375, over 7861.56 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3207, pruned_loss=0.08488, over 2474626.51 frames. utt_duration=402 frames, utt_pad_proportion=0.09149, over 24711.56 utterances.], batch size: 45, lr: 2.47e-04
2022-08-30 23:40:36,617 INFO [train.py:927] (4/8) Epoch 16, batch 13900, giga_loss[loss=0.2584, simple_loss=0.3179, pruned_loss=0.0994, over 12342.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2126, over 373.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3208, pruned_loss=0.08437, over 2474412.94 frames. utt_duration=421.1 frames, utt_pad_proportion=0.09176, over 23584.89 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2883, pruned_loss=0.05872, over 2465857.83 frames. utt_duration=1241 frames, utt_pad_proportion=0.05797, over 7959.81 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3225, pruned_loss=0.08543, over 2474798.62 frames. utt_duration=397.2 frames, utt_pad_proportion=0.09104, over 25012.51 utterances.], batch size: 373, lr: 2.47e-04
2022-08-30 23:42:21,820 INFO [train.py:927] (4/8) Epoch 16, batch 13950, giga_loss[loss=0.193, simple_loss=0.2783, pruned_loss=0.05382, over 12151.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03509, over 36.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3184, pruned_loss=0.08181, over 2474488.83 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08778, over 23223.05 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2879, pruned_loss=0.05878, over 2465835.64 frames. utt_duration=1236 frames, utt_pad_proportion=0.06053, over 7992.57 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.321, pruned_loss=0.08336, over 2475119.38 frames. utt_duration=400.2 frames, utt_pad_proportion=0.08701, over 24829.30 utterances.], batch size: 36, lr: 2.47e-04
2022-08-30 23:44:07,525 INFO [train.py:927] (4/8) Epoch 16, batch 14000, giga_loss[loss=0.18, simple_loss=0.275, pruned_loss=0.04251, over 12322.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02836, over 74.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3173, pruned_loss=0.08025, over 2474369.41 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08498, over 23078.13 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2875, pruned_loss=0.05861, over 2465973.56 frames. utt_duration=1240 frames, utt_pad_proportion=0.05974, over 7966.80 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3203, pruned_loss=0.08202, over 2474915.52 frames. utt_duration=403.4 frames, utt_pad_proportion=0.08488, over 24632.69 utterances.], batch size: 74, lr: 2.47e-04
2022-08-30 23:45:49,630 INFO [train.py:927] (4/8) Epoch 16, batch 14050, libri_loss[loss=0.2126, simple_loss=0.2931, pruned_loss=0.06603, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005304, over 35.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3139, pruned_loss=0.07787, over 2474697.58 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08155, over 22380.20 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2875, pruned_loss=0.05876, over 2465837.79 frames. utt_duration=1234 frames, utt_pad_proportion=0.06309, over 8002.47 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3171, pruned_loss=0.07979, over 2475520.30 frames. utt_duration=412.9 frames, utt_pad_proportion=0.0809, over 24067.41 utterances.], batch size: 35, lr: 2.47e-04
2022-08-30 23:47:36,027 INFO [train.py:927] (4/8) Epoch 16, batch 14100, giga_loss[loss=0.1977, simple_loss=0.285, pruned_loss=0.05517, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03348, over 42.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3135, pruned_loss=0.07746, over 2474343.15 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07756, over 22105.84 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2876, pruned_loss=0.05884, over 2465900.41 frames. utt_duration=1232 frames, utt_pad_proportion=0.06298, over 8017.39 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3162, pruned_loss=0.07907, over 2475009.01 frames. utt_duration=422 frames, utt_pad_proportion=0.07737, over 23541.13 utterances.], batch size: 42, lr: 2.47e-04
2022-08-30 23:49:30,091 INFO [train.py:927] (4/8) Epoch 16, batch 14150, giga_loss[loss=0.2139, simple_loss=0.3125, pruned_loss=0.05769, over 12231.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03059, over 45.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3128, pruned_loss=0.07604, over 2473749.98 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08519, over 22598.36 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2875, pruned_loss=0.05895, over 2465655.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.0621, over 7984.32 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3156, pruned_loss=0.07754, over 2474623.94 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08494, over 24019.03 utterances.], batch size: 45, lr: 2.47e-04
2022-08-30 23:51:15,519 INFO [train.py:927] (4/8) Epoch 16, batch 14200, giga_loss[loss=0.2203, simple_loss=0.3101, pruned_loss=0.06527, over 12386.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02706, over 70.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.313, pruned_loss=0.07536, over 2474264.52 frames. utt_duration=440.8 frames, utt_pad_proportion=0.08841, over 22528.04 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2876, pruned_loss=0.05933, over 2465748.29 frames. utt_duration=1242 frames, utt_pad_proportion=0.06074, over 7952.40 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3159, pruned_loss=0.07674, over 2475160.97 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08871, over 24185.22 utterances.], batch size: 70, lr: 2.47e-04
2022-08-30 23:53:02,261 INFO [train.py:927] (4/8) Epoch 16, batch 14250, libri_loss[loss=0.2213, simple_loss=0.2992, pruned_loss=0.07165, over 12281.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007388, over 37.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07458, over 2473960.43 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08494, over 21664.62 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2876, pruned_loss=0.05935, over 2465513.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.05985, over 7934.44 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3144, pruned_loss=0.07592, over 2475038.67 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08582, over 23253.74 utterances.], batch size: 37, lr: 2.47e-04
2022-08-30 23:54:48,546 INFO [train.py:927] (4/8) Epoch 16, batch 14300, giga_loss[loss=0.2346, simple_loss=0.3167, pruned_loss=0.07622, over 12421.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.028, over 62.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.07417, over 2473879.94 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08367, over 21825.28 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2873, pruned_loss=0.05921, over 2465455.02 frames. utt_duration=1249 frames, utt_pad_proportion=0.0593, over 7902.59 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3121, pruned_loss=0.07556, over 2474893.72 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08471, over 23296.29 utterances.], batch size: 62, lr: 2.47e-04
2022-08-30 23:56:37,054 INFO [train.py:927] (4/8) Epoch 16, batch 14350, giga_loss[loss=0.2187, simple_loss=0.3049, pruned_loss=0.06629, over 12416.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3089, pruned_loss=0.07286, over 2474193.40 frames. utt_duration=464.3 frames, utt_pad_proportion=0.08077, over 21381.55 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2872, pruned_loss=0.05918, over 2465288.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05901, over 7887.63 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3113, pruned_loss=0.0741, over 2475199.32 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08191, over 22666.27 utterances.], batch size: 133, lr: 2.47e-04
2022-08-30 23:58:22,369 INFO [train.py:927] (4/8) Epoch 16, batch 14400, giga_loss[loss=0.2013, simple_loss=0.2785, pruned_loss=0.06206, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03293, over 42.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3079, pruned_loss=0.07267, over 2474621.76 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08104, over 21416.77 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.287, pruned_loss=0.05918, over 2465072.94 frames. utt_duration=1256 frames, utt_pad_proportion=0.05783, over 7859.34 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3106, pruned_loss=0.07405, over 2475910.93 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08252, over 22858.61 utterances.], batch size: 42, lr: 2.47e-04
2022-08-31 00:00:07,844 INFO [train.py:927] (4/8) Epoch 16, batch 14450, giga_loss[loss=0.2633, simple_loss=0.3309, pruned_loss=0.09781, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.307, pruned_loss=0.07242, over 2473915.28 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07811, over 20965.07 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2873, pruned_loss=0.05953, over 2465012.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.06123, over 7915.83 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3094, pruned_loss=0.07352, over 2475226.99 frames. utt_duration=444 frames, utt_pad_proportion=0.07862, over 22370.08 utterances.], batch size: 146, lr: 2.47e-04
2022-08-31 00:01:53,296 INFO [train.py:927] (4/8) Epoch 16, batch 14500, giga_loss[loss=0.2295, simple_loss=0.3023, pruned_loss=0.07835, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.0325, over 80.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3058, pruned_loss=0.07218, over 2473795.92 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07433, over 20418.01 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2873, pruned_loss=0.05956, over 2465186.38 frames. utt_duration=1250 frames, utt_pad_proportion=0.06008, over 7895.10 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3081, pruned_loss=0.07332, over 2474878.42 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07546, over 21840.46 utterances.], batch size: 80, lr: 2.47e-04
2022-08-31 00:03:35,279 INFO [train.py:927] (4/8) Epoch 16, batch 14550, giga_loss[loss=0.2163, simple_loss=0.3064, pruned_loss=0.06314, over 12364.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02481, over 66.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.304, pruned_loss=0.07112, over 2473740.55 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07175, over 20158.29 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2874, pruned_loss=0.0597, over 2465115.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.0588, over 7874.44 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3062, pruned_loss=0.07225, over 2474904.11 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07336, over 21667.95 utterances.], batch size: 66, lr: 2.47e-04
2022-08-31 00:05:18,927 INFO [train.py:927] (4/8) Epoch 16, batch 14600, giga_loss[loss=0.2721, simple_loss=0.349, pruned_loss=0.09757, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3031, pruned_loss=0.07051, over 2472972.66 frames. utt_duration=506 frames, utt_pad_proportion=0.0708, over 19607.01 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2872, pruned_loss=0.06003, over 2465086.63 frames. utt_duration=1248 frames, utt_pad_proportion=0.06145, over 7909.62 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3059, pruned_loss=0.07164, over 2474351.66 frames. utt_duration=465 frames, utt_pad_proportion=0.07162, over 21350.36 utterances.], batch size: 133, lr: 2.47e-04
2022-08-31 00:07:10,741 INFO [train.py:927] (4/8) Epoch 16, batch 14650, giga_loss[loss=0.2706, simple_loss=0.3366, pruned_loss=0.1023, over 12426.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06624, over 184.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3037, pruned_loss=0.06975, over 2473062.78 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06832, over 19668.30 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2872, pruned_loss=0.06003, over 2465177.01 frames. utt_duration=1248 frames, utt_pad_proportion=0.06104, over 7913.06 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3061, pruned_loss=0.07078, over 2474164.19 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06934, over 21204.11 utterances.], batch size: 184, lr: 2.47e-04
2022-08-31 00:09:01,302 INFO [train.py:927] (4/8) Epoch 16, batch 14700, giga_loss[loss=0.2487, simple_loss=0.3233, pruned_loss=0.08699, over 12374.00 frames. utt_duration=310.8 frames, utt_pad_proportion=0.04375, over 160.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3052, pruned_loss=0.07096, over 2473172.32 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07216, over 20199.14 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2872, pruned_loss=0.06003, over 2465089.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.0608, over 7907.49 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3071, pruned_loss=0.0718, over 2474144.48 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07282, over 21457.22 utterances.], batch size: 160, lr: 2.47e-04
2022-08-31 00:10:48,265 INFO [train.py:927] (4/8) Epoch 16, batch 14750, giga_loss[loss=0.2807, simple_loss=0.346, pruned_loss=0.1077, over 12399.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07326, over 212.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3068, pruned_loss=0.07273, over 2473652.22 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06711, over 19910.16 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2873, pruned_loss=0.06005, over 2465174.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.0603, over 7897.00 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3084, pruned_loss=0.07354, over 2474455.09 frames. utt_duration=471 frames, utt_pad_proportion=0.0681, over 21081.16 utterances.], batch size: 212, lr: 2.47e-04
2022-08-31 00:12:34,966 INFO [train.py:927] (4/8) Epoch 16, batch 14800, giga_loss[loss=0.2079, simple_loss=0.2939, pruned_loss=0.06096, over 12376.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02765, over 70.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.308, pruned_loss=0.07415, over 2473934.62 frames. utt_duration=489 frames, utt_pad_proportion=0.06836, over 20297.34 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2878, pruned_loss=0.06033, over 2465482.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06402, over 7962.37 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3093, pruned_loss=0.07476, over 2474430.91 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06791, over 21388.06 utterances.], batch size: 70, lr: 2.47e-04
2022-08-31 00:14:20,743 INFO [train.py:927] (4/8) Epoch 16, batch 14850, giga_loss[loss=0.2197, simple_loss=0.3082, pruned_loss=0.06557, over 12417.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3072, pruned_loss=0.07324, over 2473722.46 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07056, over 20207.53 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2875, pruned_loss=0.06019, over 2465372.31 frames. utt_duration=1242 frames, utt_pad_proportion=0.06307, over 7946.61 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.309, pruned_loss=0.07418, over 2474409.42 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07052, over 21392.85 utterances.], batch size: 123, lr: 2.47e-04
2022-08-31 00:16:07,209 INFO [train.py:927] (4/8) Epoch 16, batch 14900, giga_loss[loss=0.1973, simple_loss=0.2842, pruned_loss=0.05524, over 12431.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04274, over 31.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3054, pruned_loss=0.07112, over 2473954.83 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06522, over 19313.31 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.287, pruned_loss=0.05998, over 2465453.01 frames. utt_duration=1247 frames, utt_pad_proportion=0.06243, over 7919.56 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3075, pruned_loss=0.07221, over 2474550.99 frames. utt_duration=485.9 frames, utt_pad_proportion=0.0657, over 20430.96 utterances.], batch size: 31, lr: 2.47e-04
2022-08-31 00:17:55,446 INFO [train.py:927] (4/8) Epoch 16, batch 14950, giga_loss[loss=0.2962, simple_loss=0.3496, pruned_loss=0.1214, over 12399.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1035, over 258.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.304, pruned_loss=0.0714, over 2474377.16 frames. utt_duration=499 frames, utt_pad_proportion=0.06816, over 19893.03 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2864, pruned_loss=0.05981, over 2465621.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.0611, over 7872.60 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3066, pruned_loss=0.07271, over 2474915.99 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06884, over 21133.39 utterances.], batch size: 258, lr: 2.47e-04
2022-08-31 00:19:43,885 INFO [train.py:927] (4/8) Epoch 16, batch 15000, giga_loss[loss=0.2137, simple_loss=0.3137, pruned_loss=0.0568, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3061, pruned_loss=0.07212, over 2474311.20 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06907, over 20172.75 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2862, pruned_loss=0.05987, over 2465709.45 frames. utt_duration=1260 frames, utt_pad_proportion=0.06049, over 7837.47 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.07334, over 2474813.55 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06983, over 21424.29 utterances.], batch size: 70, lr: 2.47e-04
2022-08-31 00:19:43,886 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 00:19:57,970 INFO [train.py:967] (4/8) 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] (4/8) Epoch 16, batch 15050, giga_loss[loss=0.229, simple_loss=0.3223, pruned_loss=0.06785, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02723, over 91.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3073, pruned_loss=0.07096, over 2474492.32 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07041, over 19801.02 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2866, pruned_loss=0.0601, over 2465688.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.06278, over 7867.12 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3102, pruned_loss=0.0724, over 2475411.40 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07035, over 21462.04 utterances.], batch size: 91, lr: 2.47e-04
2022-08-31 00:23:23,448 INFO [train.py:927] (4/8) Epoch 16, batch 15100, libri_loss[loss=0.2797, simple_loss=0.3441, pruned_loss=0.1076, over 12460.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008739, over 39.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3086, pruned_loss=0.07195, over 2473358.27 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0659, over 18838.96 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2873, pruned_loss=0.06059, over 2465498.34 frames. utt_duration=1254 frames, utt_pad_proportion=0.06175, over 7875.56 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.311, pruned_loss=0.073, over 2474526.09 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06661, over 20534.47 utterances.], batch size: 39, lr: 2.47e-04
2022-08-31 00:25:11,824 INFO [train.py:927] (4/8) Epoch 16, batch 15150, giga_loss[loss=0.2185, simple_loss=0.3042, pruned_loss=0.0664, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03681, over 113.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3114, pruned_loss=0.07513, over 2473963.56 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06781, over 19807.91 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2872, pruned_loss=0.06058, over 2465695.77 frames. utt_duration=1257 frames, utt_pad_proportion=0.06132, over 7858.84 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3136, pruned_loss=0.07608, over 2474778.78 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06839, over 21257.65 utterances.], batch size: 113, lr: 2.47e-04
2022-08-31 00:26:52,801 INFO [train.py:927] (4/8) Epoch 16, batch 15200, giga_loss[loss=0.2484, simple_loss=0.3207, pruned_loss=0.08803, over 12404.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03465, over 80.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07489, over 2474993.33 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07222, over 20115.54 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2873, pruned_loss=0.06069, over 2465978.36 frames. utt_duration=1261 frames, utt_pad_proportion=0.05971, over 7832.05 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3119, pruned_loss=0.07604, over 2475679.00 frames. utt_duration=458 frames, utt_pad_proportion=0.07306, over 21690.68 utterances.], batch size: 80, lr: 2.47e-04
2022-08-31 00:28:35,578 INFO [train.py:927] (4/8) Epoch 16, batch 15250, giga_loss[loss=0.198, simple_loss=0.2799, pruned_loss=0.05804, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03267, over 51.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3091, pruned_loss=0.07539, over 2475110.25 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07644, over 20394.07 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2876, pruned_loss=0.06087, over 2466520.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.06026, over 7886.09 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3112, pruned_loss=0.07648, over 2475359.67 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07678, over 21885.12 utterances.], batch size: 51, lr: 2.47e-04
2022-08-31 00:30:23,516 INFO [train.py:927] (4/8) Epoch 16, batch 15300, giga_loss[loss=0.2214, simple_loss=0.3044, pruned_loss=0.06923, over 12383.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02658, over 91.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3077, pruned_loss=0.07476, over 2475478.34 frames. utt_duration=485.9 frames, utt_pad_proportion=0.0738, over 20441.42 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2874, pruned_loss=0.06074, over 2466270.98 frames. utt_duration=1256 frames, utt_pad_proportion=0.05987, over 7866.28 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07586, over 2475981.00 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07436, over 21744.76 utterances.], batch size: 91, lr: 2.47e-04
2022-08-31 00:32:05,534 INFO [train.py:927] (4/8) Epoch 16, batch 15350, giga_loss[loss=0.2703, simple_loss=0.3467, pruned_loss=0.09697, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07192, over 212.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07417, over 2474971.79 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07083, over 20315.77 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2874, pruned_loss=0.06077, over 2466421.33 frames. utt_duration=1256 frames, utt_pad_proportion=0.0592, over 7867.07 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07526, over 2475376.26 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07173, over 21566.57 utterances.], batch size: 212, lr: 2.47e-04
2022-08-31 00:33:48,523 INFO [train.py:927] (4/8) Epoch 16, batch 15400, giga_loss[loss=0.2131, simple_loss=0.2912, pruned_loss=0.06751, over 12384.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03468, over 80.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.31, pruned_loss=0.07576, over 2474775.80 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07335, over 21228.91 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2878, pruned_loss=0.06111, over 2466436.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.06377, over 7956.06 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3117, pruned_loss=0.07666, over 2475267.23 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07273, over 22440.23 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 00:35:31,860 INFO [train.py:927] (4/8) Epoch 16, batch 15450, giga_loss[loss=0.2811, simple_loss=0.335, pruned_loss=0.1136, over 12362.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 372.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3102, pruned_loss=0.0749, over 2474957.78 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07439, over 20571.53 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2879, pruned_loss=0.06133, over 2466361.17 frames. utt_duration=1244 frames, utt_pad_proportion=0.06257, over 7940.75 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3121, pruned_loss=0.07578, over 2475638.21 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0743, over 21899.16 utterances.], batch size: 372, lr: 2.46e-04
2022-08-31 00:37:17,392 INFO [train.py:927] (4/8) Epoch 16, batch 15500, giga_loss[loss=0.2266, simple_loss=0.3139, pruned_loss=0.06966, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.041, over 113.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3123, pruned_loss=0.07523, over 2474956.82 frames. utt_duration=478.2 frames, utt_pad_proportion=0.078, over 20768.42 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2885, pruned_loss=0.06195, over 2466504.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0621, over 7934.38 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3135, pruned_loss=0.07552, over 2475446.62 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07793, over 21923.13 utterances.], batch size: 113, lr: 2.46e-04
2022-08-31 00:39:00,928 INFO [train.py:927] (4/8) Epoch 16, batch 15550, giga_loss[loss=0.2626, simple_loss=0.3441, pruned_loss=0.09056, over 12374.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03672, over 80.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3148, pruned_loss=0.07713, over 2474570.76 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07275, over 20638.98 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2887, pruned_loss=0.06203, over 2466597.25 frames. utt_duration=1246 frames, utt_pad_proportion=0.06128, over 7927.63 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.316, pruned_loss=0.07756, over 2475026.43 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07329, over 21795.06 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 00:40:43,294 INFO [train.py:927] (4/8) Epoch 16, batch 15600, giga_loss[loss=0.2615, simple_loss=0.3339, pruned_loss=0.09456, over 12403.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07687, over 213.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3139, pruned_loss=0.07711, over 2473973.49 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07185, over 20356.00 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2883, pruned_loss=0.06198, over 2466554.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.05954, over 7866.23 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3163, pruned_loss=0.07808, over 2474663.56 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07304, over 21840.76 utterances.], batch size: 213, lr: 2.46e-04
2022-08-31 00:42:26,210 INFO [train.py:927] (4/8) Epoch 16, batch 15650, giga_loss[loss=0.2211, simple_loss=0.3242, pruned_loss=0.05901, over 12374.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3144, pruned_loss=0.07594, over 2474149.62 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06909, over 20237.90 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2882, pruned_loss=0.06191, over 2466801.77 frames. utt_duration=1255 frames, utt_pad_proportion=0.05921, over 7871.16 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3166, pruned_loss=0.07695, over 2474582.79 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07034, over 21564.04 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 00:44:09,868 INFO [train.py:927] (4/8) Epoch 16, batch 15700, giga_loss[loss=0.2045, simple_loss=0.2976, pruned_loss=0.05573, over 12390.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03054, over 62.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3139, pruned_loss=0.07516, over 2474298.25 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06858, over 19878.80 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2878, pruned_loss=0.06166, over 2466928.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05771, over 7835.28 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3169, pruned_loss=0.07665, over 2474780.36 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07028, over 21382.20 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 00:45:50,641 INFO [train.py:927] (4/8) Epoch 16, batch 15750, libri_loss[loss=0.2071, simple_loss=0.2789, pruned_loss=0.06759, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005843, over 32.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3124, pruned_loss=0.07454, over 2474706.23 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06785, over 19849.24 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2882, pruned_loss=0.06194, over 2467167.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.06059, over 7890.45 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3152, pruned_loss=0.07585, over 2475090.18 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06857, over 21338.94 utterances.], batch size: 32, lr: 2.46e-04
2022-08-31 00:47:32,124 INFO [train.py:927] (4/8) Epoch 16, batch 15800, giga_loss[loss=0.2113, simple_loss=0.2938, pruned_loss=0.06446, over 12146.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04035, over 28.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3098, pruned_loss=0.07408, over 2474180.81 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06383, over 19187.92 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2877, pruned_loss=0.06185, over 2466655.57 frames. utt_duration=1255 frames, utt_pad_proportion=0.0597, over 7870.63 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3133, pruned_loss=0.0757, over 2475253.56 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0651, over 20860.56 utterances.], batch size: 28, lr: 2.46e-04
2022-08-31 00:49:16,393 INFO [train.py:927] (4/8) Epoch 16, batch 15850, giga_loss[loss=0.2068, simple_loss=0.2913, pruned_loss=0.0611, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02731, over 45.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3085, pruned_loss=0.07358, over 2474879.17 frames. utt_duration=522.4 frames, utt_pad_proportion=0.05987, over 19005.23 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2879, pruned_loss=0.0619, over 2466651.74 frames. utt_duration=1252 frames, utt_pad_proportion=0.06006, over 7888.80 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3114, pruned_loss=0.07492, over 2475808.06 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06105, over 20407.51 utterances.], batch size: 45, lr: 2.46e-04
2022-08-31 00:50:55,730 INFO [train.py:927] (4/8) Epoch 16, batch 15900, giga_loss[loss=0.2364, simple_loss=0.3277, pruned_loss=0.07258, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3059, pruned_loss=0.07183, over 2473868.46 frames. utt_duration=529.2 frames, utt_pad_proportion=0.0615, over 18752.78 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06173, over 2466329.64 frames. utt_duration=1259 frames, utt_pad_proportion=0.05883, over 7842.77 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.309, pruned_loss=0.07337, over 2475136.47 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0628, over 20218.32 utterances.], batch size: 183, lr: 2.46e-04
2022-08-31 00:52:38,144 INFO [train.py:927] (4/8) Epoch 16, batch 15950, giga_loss[loss=0.289, simple_loss=0.3554, pruned_loss=0.1113, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07033, over 2473534.10 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06605, over 19802.67 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.06162, over 2466160.70 frames. utt_duration=1263 frames, utt_pad_proportion=0.05796, over 7817.14 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07182, over 2474828.07 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06711, over 21205.87 utterances.], batch size: 183, lr: 2.46e-04
2022-08-31 00:54:26,320 INFO [train.py:927] (4/8) Epoch 16, batch 16000, giga_loss[loss=0.1941, simple_loss=0.2731, pruned_loss=0.05755, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04307, over 31.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3019, pruned_loss=0.06971, over 2474368.66 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07043, over 20349.04 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06172, over 2466438.22 frames. utt_duration=1263 frames, utt_pad_proportion=0.05724, over 7823.21 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3046, pruned_loss=0.07104, over 2475366.54 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07139, over 21824.73 utterances.], batch size: 31, lr: 2.46e-04
2022-08-31 00:56:10,923 INFO [train.py:927] (4/8) Epoch 16, batch 16050, giga_loss[loss=0.2047, simple_loss=0.2972, pruned_loss=0.05615, over 12159.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04129, over 33.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3028, pruned_loss=0.07028, over 2473520.95 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07805, over 21363.01 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06171, over 2466568.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.05702, over 7824.09 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07136, over 2474224.88 frames. utt_duration=440 frames, utt_pad_proportion=0.07846, over 22570.16 utterances.], batch size: 33, lr: 2.46e-04
2022-08-31 00:57:54,519 INFO [train.py:927] (4/8) Epoch 16, batch 16100, giga_loss[loss=0.2326, simple_loss=0.3143, pruned_loss=0.07546, over 12387.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3046, pruned_loss=0.07142, over 2473848.26 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07744, over 21561.85 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06174, over 2466525.44 frames. utt_duration=1264 frames, utt_pad_proportion=0.0561, over 7814.61 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3068, pruned_loss=0.07254, over 2474637.70 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07831, over 22920.17 utterances.], batch size: 146, lr: 2.46e-04
2022-08-31 00:59:41,198 INFO [train.py:927] (4/8) Epoch 16, batch 16150, giga_loss[loss=0.192, simple_loss=0.2744, pruned_loss=0.05486, over 12354.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03253, over 51.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3055, pruned_loss=0.07215, over 2474300.80 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07759, over 21466.25 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.288, pruned_loss=0.06195, over 2466579.79 frames. utt_duration=1252 frames, utt_pad_proportion=0.05987, over 7890.41 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.07296, over 2474967.02 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07711, over 22651.24 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 01:01:29,993 INFO [train.py:927] (4/8) Epoch 16, batch 16200, giga_loss[loss=0.24, simple_loss=0.3222, pruned_loss=0.07891, over 12390.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03406, over 80.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.308, pruned_loss=0.07354, over 2474402.41 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07519, over 21206.50 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2881, pruned_loss=0.06196, over 2466751.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.06303, over 7942.81 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3096, pruned_loss=0.07444, over 2474946.74 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07415, over 22413.98 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 01:03:21,965 INFO [train.py:927] (4/8) Epoch 16, batch 16250, giga_loss[loss=0.231, simple_loss=0.3163, pruned_loss=0.07283, over 12421.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02743, over 58.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.309, pruned_loss=0.07442, over 2474047.76 frames. utt_duration=483.7 frames, utt_pad_proportion=0.0767, over 20522.58 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2884, pruned_loss=0.06219, over 2466846.62 frames. utt_duration=1233 frames, utt_pad_proportion=0.06695, over 8012.35 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3102, pruned_loss=0.07509, over 2474481.83 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07452, over 21590.20 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 01:05:09,011 INFO [train.py:927] (4/8) Epoch 16, batch 16300, giga_loss[loss=0.2182, simple_loss=0.2968, pruned_loss=0.06979, over 12344.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1915, over 363.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3095, pruned_loss=0.07355, over 2475094.92 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07561, over 21067.51 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2886, pruned_loss=0.06233, over 2467026.67 frames. utt_duration=1229 frames, utt_pad_proportion=0.06692, over 8038.04 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3106, pruned_loss=0.07412, over 2475387.05 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07404, over 22058.05 utterances.], batch size: 363, lr: 2.46e-04
2022-08-31 01:06:55,475 INFO [train.py:927] (4/8) Epoch 16, batch 16350, giga_loss[loss=0.1951, simple_loss=0.281, pruned_loss=0.05463, over 12338.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04844, over 26.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3098, pruned_loss=0.07413, over 2475169.04 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07173, over 21308.72 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.289, pruned_loss=0.06253, over 2466933.72 frames. utt_duration=1232 frames, utt_pad_proportion=0.06591, over 8019.38 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3107, pruned_loss=0.07461, over 2475645.20 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07103, over 22353.19 utterances.], batch size: 26, lr: 2.46e-04
2022-08-31 01:08:38,191 INFO [train.py:927] (4/8) Epoch 16, batch 16400, giga_loss[loss=0.2102, simple_loss=0.2884, pruned_loss=0.06597, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07467, over 2475116.84 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07444, over 21954.67 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06275, over 2466934.93 frames. utt_duration=1236 frames, utt_pad_proportion=0.06455, over 7991.50 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07524, over 2475744.66 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07435, over 23277.63 utterances.], batch size: 161, lr: 2.46e-04
2022-08-31 01:10:22,830 INFO [train.py:927] (4/8) Epoch 16, batch 16450, libri_loss[loss=0.2365, simple_loss=0.3211, pruned_loss=0.07598, over 12297.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006015, over 37.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3072, pruned_loss=0.07394, over 2473930.73 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07718, over 21430.70 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2887, pruned_loss=0.06272, over 2466805.88 frames. utt_duration=1232 frames, utt_pad_proportion=0.06704, over 8016.46 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07484, over 2474875.86 frames. utt_duration=432 frames, utt_pad_proportion=0.07632, over 22990.31 utterances.], batch size: 37, lr: 2.46e-04
2022-08-31 01:12:09,666 INFO [train.py:927] (4/8) Epoch 16, batch 16500, giga_loss[loss=0.2558, simple_loss=0.3297, pruned_loss=0.09095, over 12418.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06695, over 184.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3075, pruned_loss=0.07449, over 2472742.67 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07891, over 21565.92 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.06269, over 2466448.54 frames. utt_duration=1235 frames, utt_pad_proportion=0.06655, over 8001.33 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3093, pruned_loss=0.07531, over 2473842.12 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07833, over 22920.46 utterances.], batch size: 184, lr: 2.46e-04
2022-08-31 01:13:55,411 INFO [train.py:927] (4/8) Epoch 16, batch 16550, libri_loss[loss=0.2401, simple_loss=0.3418, pruned_loss=0.06924, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00557, over 34.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3094, pruned_loss=0.07567, over 2473491.43 frames. utt_duration=471.6 frames, utt_pad_proportion=0.0734, over 21045.24 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2889, pruned_loss=0.06265, over 2466282.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.06478, over 7959.98 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3112, pruned_loss=0.07677, over 2474712.37 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07391, over 22602.16 utterances.], batch size: 34, lr: 2.46e-04
2022-08-31 01:15:41,524 INFO [train.py:927] (4/8) Epoch 16, batch 16600, giga_loss[loss=0.198, simple_loss=0.2769, pruned_loss=0.05955, over 12359.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.04516, over 40.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3085, pruned_loss=0.07539, over 2473041.56 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07652, over 20728.54 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2889, pruned_loss=0.06256, over 2466321.39 frames. utt_duration=1245 frames, utt_pad_proportion=0.06315, over 7933.92 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3107, pruned_loss=0.0768, over 2474202.48 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07746, over 22432.21 utterances.], batch size: 40, lr: 2.46e-04
2022-08-31 01:17:32,350 INFO [train.py:927] (4/8) Epoch 16, batch 16650, giga_loss[loss=0.1935, simple_loss=0.2791, pruned_loss=0.05396, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.03856, over 31.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3085, pruned_loss=0.07508, over 2473770.57 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07663, over 21229.58 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.06239, over 2466439.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.06269, over 7918.63 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3106, pruned_loss=0.07645, over 2474642.40 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07754, over 22702.91 utterances.], batch size: 31, lr: 2.46e-04
2022-08-31 01:19:17,740 INFO [train.py:927] (4/8) Epoch 16, batch 16700, giga_loss[loss=0.2327, simple_loss=0.3118, pruned_loss=0.07679, over 12410.00 frames. utt_duration=547.1 frames, utt_pad_proportion=0.02486, over 91.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3089, pruned_loss=0.07487, over 2474132.18 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07049, over 20330.51 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2887, pruned_loss=0.06231, over 2466764.53 frames. utt_duration=1247 frames, utt_pad_proportion=0.0616, over 7920.88 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3112, pruned_loss=0.07638, over 2474739.90 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0721, over 21866.99 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 01:21:01,845 INFO [train.py:927] (4/8) Epoch 16, batch 16750, giga_loss[loss=0.2288, simple_loss=0.3107, pruned_loss=0.07342, over 12219.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03274, over 42.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.309, pruned_loss=0.07563, over 2473947.86 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07091, over 19965.44 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2885, pruned_loss=0.06238, over 2466798.29 frames. utt_duration=1240 frames, utt_pad_proportion=0.06441, over 7964.61 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3118, pruned_loss=0.07732, over 2474679.94 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07139, over 21663.20 utterances.], batch size: 42, lr: 2.46e-04
2022-08-31 01:22:47,847 INFO [train.py:927] (4/8) Epoch 16, batch 16800, giga_loss[loss=0.2319, simple_loss=0.3135, pruned_loss=0.0751, over 12382.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.03013, over 51.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3101, pruned_loss=0.07576, over 2474928.59 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07352, over 20441.81 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.0624, over 2466930.52 frames. utt_duration=1229 frames, utt_pad_proportion=0.06807, over 8036.65 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3127, pruned_loss=0.0774, over 2475591.56 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07261, over 22012.16 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 01:24:33,272 INFO [train.py:927] (4/8) Epoch 16, batch 16850, giga_loss[loss=0.2756, simple_loss=0.3361, pruned_loss=0.1076, over 12385.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07438, over 212.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3104, pruned_loss=0.07587, over 2474991.13 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07701, over 20966.00 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2885, pruned_loss=0.06242, over 2467208.67 frames. utt_duration=1223 frames, utt_pad_proportion=0.07111, over 8080.82 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3132, pruned_loss=0.07759, over 2475547.39 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07517, over 22596.09 utterances.], batch size: 212, lr: 2.46e-04
2022-08-31 01:26:18,957 INFO [train.py:927] (4/8) Epoch 16, batch 16900, giga_loss[loss=0.2347, simple_loss=0.3172, pruned_loss=0.07607, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3101, pruned_loss=0.07575, over 2474978.84 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07371, over 20725.70 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.06238, over 2467292.24 frames. utt_duration=1225 frames, utt_pad_proportion=0.07001, over 8064.26 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3127, pruned_loss=0.07739, over 2475496.38 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07281, over 22262.91 utterances.], batch size: 183, lr: 2.46e-04
2022-08-31 01:28:07,070 INFO [train.py:927] (4/8) Epoch 16, batch 16950, giga_loss[loss=0.2862, simple_loss=0.3376, pruned_loss=0.1174, over 12327.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 369.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.311, pruned_loss=0.07664, over 2475023.78 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07737, over 21291.77 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2887, pruned_loss=0.06243, over 2467233.17 frames. utt_duration=1228 frames, utt_pad_proportion=0.06901, over 8048.13 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07814, over 2475616.19 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07675, over 22752.80 utterances.], batch size: 369, lr: 2.46e-04
2022-08-31 01:29:51,480 INFO [train.py:927] (4/8) Epoch 16, batch 17000, giga_loss[loss=0.2792, simple_loss=0.3302, pruned_loss=0.1141, over 12344.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3123, pruned_loss=0.0785, over 2475117.45 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07942, over 22107.82 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2882, pruned_loss=0.06221, over 2467104.02 frames. utt_duration=1232 frames, utt_pad_proportion=0.0683, over 8020.53 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3149, pruned_loss=0.08005, over 2475792.93 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07904, over 23451.03 utterances.], batch size: 372, lr: 2.46e-04
2022-08-31 01:31:36,301 INFO [train.py:927] (4/8) Epoch 16, batch 17050, giga_loss[loss=0.2739, simple_loss=0.3391, pruned_loss=0.1044, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.064, over 183.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3132, pruned_loss=0.07911, over 2474515.83 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08199, over 22563.84 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2882, pruned_loss=0.06221, over 2466979.08 frames. utt_duration=1238 frames, utt_pad_proportion=0.06683, over 7978.41 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3159, pruned_loss=0.0808, over 2475385.26 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08208, over 24065.61 utterances.], batch size: 183, lr: 2.46e-04
2022-08-31 01:33:22,383 INFO [train.py:927] (4/8) Epoch 16, batch 17100, giga_loss[loss=0.2279, simple_loss=0.3133, pruned_loss=0.07123, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04277, over 31.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3133, pruned_loss=0.0791, over 2475104.66 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08201, over 22718.42 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2881, pruned_loss=0.06215, over 2467199.27 frames. utt_duration=1240 frames, utt_pad_proportion=0.06577, over 7970.20 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3161, pruned_loss=0.08087, over 2475774.23 frames. utt_duration=409.8 frames, utt_pad_proportion=0.08251, over 24256.01 utterances.], batch size: 31, lr: 2.46e-04
2022-08-31 01:35:07,345 INFO [train.py:927] (4/8) Epoch 16, batch 17150, giga_loss[loss=0.2532, simple_loss=0.3117, pruned_loss=0.09737, over 12366.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.07763, over 2475248.24 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07862, over 21981.76 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2878, pruned_loss=0.06205, over 2466985.89 frames. utt_duration=1239 frames, utt_pad_proportion=0.06581, over 7976.62 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.07932, over 2476077.54 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07927, over 23377.95 utterances.], batch size: 369, lr: 2.46e-04
2022-08-31 01:36:54,066 INFO [train.py:927] (4/8) Epoch 16, batch 17200, giga_loss[loss=0.2485, simple_loss=0.319, pruned_loss=0.08903, over 12410.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03962, over 105.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3102, pruned_loss=0.07683, over 2475426.53 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07693, over 21773.43 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.288, pruned_loss=0.06209, over 2466885.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06512, over 7973.97 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3125, pruned_loss=0.07833, over 2476275.60 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07779, over 23056.29 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 01:38:39,541 INFO [train.py:927] (4/8) Epoch 16, batch 17250, libri_loss[loss=0.1977, simple_loss=0.2735, pruned_loss=0.06101, over 12226.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008788, over 29.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.306, pruned_loss=0.07481, over 2474983.99 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07962, over 21588.65 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2874, pruned_loss=0.06184, over 2466890.34 frames. utt_duration=1247 frames, utt_pad_proportion=0.06391, over 7924.30 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3089, pruned_loss=0.07659, over 2475900.53 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08062, over 23031.48 utterances.], batch size: 29, lr: 2.46e-04
2022-08-31 01:40:23,684 INFO [train.py:927] (4/8) Epoch 16, batch 17300, giga_loss[loss=0.2241, simple_loss=0.3035, pruned_loss=0.07232, over 12346.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0324, over 85.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3044, pruned_loss=0.07422, over 2474909.78 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08002, over 21441.02 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.06201, over 2466767.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.06294, over 7901.00 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3068, pruned_loss=0.07571, over 2475894.84 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08117, over 22850.56 utterances.], batch size: 85, lr: 2.46e-04
2022-08-31 01:42:11,140 INFO [train.py:927] (4/8) Epoch 16, batch 17350, giga_loss[loss=0.206, simple_loss=0.2999, pruned_loss=0.05611, over 12383.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3038, pruned_loss=0.0718, over 2475159.75 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07896, over 21446.06 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2882, pruned_loss=0.06252, over 2466484.54 frames. utt_duration=1230 frames, utt_pad_proportion=0.07003, over 8029.28 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3059, pruned_loss=0.07292, over 2476443.89 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07809, over 22870.31 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 01:43:58,217 INFO [train.py:927] (4/8) Epoch 16, batch 17400, giga_loss[loss=0.2037, simple_loss=0.2973, pruned_loss=0.05505, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3015, pruned_loss=0.06836, over 2475760.24 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08049, over 23178.98 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2881, pruned_loss=0.06247, over 2466586.12 frames. utt_duration=1232 frames, utt_pad_proportion=0.06978, over 8021.13 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3032, pruned_loss=0.06931, over 2476711.06 frames. utt_duration=408 frames, utt_pad_proportion=0.07987, over 24367.69 utterances.], batch size: 97, lr: 2.46e-04
2022-08-31 01:45:44,493 INFO [train.py:927] (4/8) Epoch 16, batch 17450, giga_loss[loss=0.2156, simple_loss=0.3138, pruned_loss=0.05871, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03912, over 113.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3001, pruned_loss=0.06546, over 2475891.02 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07853, over 23139.72 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2883, pruned_loss=0.06257, over 2466537.43 frames. utt_duration=1235 frames, utt_pad_proportion=0.06852, over 7997.85 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3015, pruned_loss=0.06621, over 2476912.54 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07856, over 24462.96 utterances.], batch size: 113, lr: 2.46e-04
2022-08-31 01:47:29,421 INFO [train.py:927] (4/8) Epoch 16, batch 17500, giga_loss[loss=0.2129, simple_loss=0.3002, pruned_loss=0.06278, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03612, over 86.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2994, pruned_loss=0.06379, over 2475235.36 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07519, over 23120.65 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2881, pruned_loss=0.06232, over 2466389.57 frames. utt_duration=1239 frames, utt_pad_proportion=0.06721, over 7973.20 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.301, pruned_loss=0.06465, over 2476363.27 frames. utt_duration=405.2 frames, utt_pad_proportion=0.0758, over 24531.86 utterances.], batch size: 86, lr: 2.46e-04
2022-08-31 01:49:13,923 INFO [train.py:927] (4/8) Epoch 16, batch 17550, giga_loss[loss=0.1896, simple_loss=0.2735, pruned_loss=0.05278, over 12376.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02752, over 91.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2976, pruned_loss=0.06219, over 2475639.30 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07308, over 23446.75 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2883, pruned_loss=0.06254, over 2466597.95 frames. utt_duration=1236 frames, utt_pad_proportion=0.06735, over 7990.57 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2988, pruned_loss=0.06266, over 2476460.56 frames. utt_duration=401.6 frames, utt_pad_proportion=0.07362, over 24753.58 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 01:51:01,477 INFO [train.py:927] (4/8) Epoch 16, batch 17600, giga_loss[loss=0.1815, simple_loss=0.2773, pruned_loss=0.04279, over 12354.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2961, pruned_loss=0.06078, over 2475659.21 frames. utt_duration=410.9 frames, utt_pad_proportion=0.0757, over 24184.40 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2885, pruned_loss=0.06258, over 2466847.45 frames. utt_duration=1237 frames, utt_pad_proportion=0.0668, over 7987.66 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06111, over 2476169.17 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07616, over 25346.13 utterances.], batch size: 70, lr: 2.46e-04
2022-08-31 01:52:43,092 INFO [train.py:927] (4/8) Epoch 16, batch 17650, giga_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05809, over 12441.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03029, over 80.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2953, pruned_loss=0.05981, over 2475988.22 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0727, over 23681.17 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.289, pruned_loss=0.06295, over 2466749.81 frames. utt_duration=1227 frames, utt_pad_proportion=0.07022, over 8051.33 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2956, pruned_loss=0.05968, over 2476701.86 frames. utt_duration=399 frames, utt_pad_proportion=0.07224, over 24919.10 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 01:54:26,630 INFO [train.py:927] (4/8) Epoch 16, batch 17700, giga_loss[loss=0.1861, simple_loss=0.2863, pruned_loss=0.043, over 12377.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05801, over 2476036.26 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07248, over 24128.18 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.289, pruned_loss=0.06303, over 2466837.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.06972, over 8034.84 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2925, pruned_loss=0.0578, over 2476600.94 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07227, over 25257.84 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 01:56:13,577 INFO [train.py:927] (4/8) Epoch 16, batch 17750, giga_loss[loss=0.1833, simple_loss=0.2793, pruned_loss=0.04361, over 12360.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03247, over 62.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2903, pruned_loss=0.05721, over 2476241.73 frames. utt_duration=412.1 frames, utt_pad_proportion=0.07302, over 24119.91 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2894, pruned_loss=0.06338, over 2466978.55 frames. utt_duration=1227 frames, utt_pad_proportion=0.06946, over 8049.65 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.0566, over 2476765.78 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07295, over 25361.51 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 01:58:10,691 INFO [train.py:927] (4/8) Epoch 16, batch 17800, giga_loss[loss=0.2105, simple_loss=0.304, pruned_loss=0.05855, over 12410.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.0367, over 105.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2912, pruned_loss=0.05682, over 2476076.62 frames. utt_duration=389.6 frames, utt_pad_proportion=0.0763, over 25512.04 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06333, over 2466764.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.06869, over 8029.04 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2913, pruned_loss=0.0563, over 2476783.79 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07632, over 26712.41 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 02:00:16,065 INFO [train.py:927] (4/8) Epoch 16, batch 17850, giga_loss[loss=0.1636, simple_loss=0.2735, pruned_loss=0.02682, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03168, over 75.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.291, pruned_loss=0.05617, over 2475949.57 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07052, over 25065.73 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2894, pruned_loss=0.06341, over 2466648.68 frames. utt_duration=1233 frames, utt_pad_proportion=0.06789, over 8014.66 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.291, pruned_loss=0.05561, over 2476734.22 frames. utt_duration=378.6 frames, utt_pad_proportion=0.071, over 26260.69 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 02:02:19,750 INFO [train.py:927] (4/8) Epoch 16, batch 17900, giga_loss[loss=0.1788, simple_loss=0.277, pruned_loss=0.04028, over 12393.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03035, over 122.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2901, pruned_loss=0.0551, over 2476341.44 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07307, over 25995.72 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06341, over 2466643.58 frames. utt_duration=1233 frames, utt_pad_proportion=0.06653, over 8011.01 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.29, pruned_loss=0.05446, over 2477232.30 frames. utt_duration=363 frames, utt_pad_proportion=0.07369, over 27401.81 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 02:04:25,781 INFO [train.py:927] (4/8) Epoch 16, batch 17950, giga_loss[loss=0.1938, simple_loss=0.2861, pruned_loss=0.0507, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2878, pruned_loss=0.05456, over 2475955.38 frames. utt_duration=396 frames, utt_pad_proportion=0.06994, over 25091.97 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2893, pruned_loss=0.06331, over 2466178.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.06511, over 7968.35 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2879, pruned_loss=0.05391, over 2477313.36 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07101, over 26711.65 utterances.], batch size: 146, lr: 2.46e-04
2022-08-31 02:06:20,953 INFO [train.py:927] (4/8) Epoch 16, batch 18000, libri_loss[loss=0.1971, simple_loss=0.281, pruned_loss=0.05659, over 12319.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006265, over 36.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2861, pruned_loss=0.05346, over 2476067.50 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06982, over 24986.66 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2891, pruned_loss=0.06318, over 2466145.53 frames. utt_duration=1243 frames, utt_pad_proportion=0.06365, over 7947.57 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2864, pruned_loss=0.05279, over 2477464.80 frames. utt_duration=371.4 frames, utt_pad_proportion=0.07113, over 26779.26 utterances.], batch size: 36, lr: 2.46e-04
2022-08-31 02:06:20,954 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 02:06:34,986 INFO [train.py:967] (4/8) 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 02:08:43,351 INFO [train.py:927] (4/8) Epoch 16, batch 18050, giga_loss[loss=0.1606, simple_loss=0.2607, pruned_loss=0.0303, over 12394.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02956, over 62.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05315, over 2476845.32 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06845, over 24522.42 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06307, over 2466199.08 frames. utt_duration=1246 frames, utt_pad_proportion=0.06237, over 7925.47 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.287, pruned_loss=0.05244, over 2478192.15 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06996, over 26425.02 utterances.], batch size: 62, lr: 2.46e-04
2022-08-31 02:10:46,819 INFO [train.py:927] (4/8) Epoch 16, batch 18100, giga_loss[loss=0.2134, simple_loss=0.2966, pruned_loss=0.06509, over 12370.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03594, over 132.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.05291, over 2476635.19 frames. utt_duration=417 frames, utt_pad_proportion=0.06551, over 23830.07 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2883, pruned_loss=0.06286, over 2465963.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.0615, over 7878.82 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2866, pruned_loss=0.05229, over 2478176.55 frames. utt_duration=386 frames, utt_pad_proportion=0.06719, over 25761.41 utterances.], batch size: 132, lr: 2.46e-04
2022-08-31 02:12:47,747 INFO [train.py:927] (4/8) Epoch 16, batch 18150, giga_loss[loss=0.2094, simple_loss=0.2928, pruned_loss=0.063, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.0945, over 255.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2879, pruned_loss=0.05221, over 2477070.99 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06517, over 24146.13 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2885, pruned_loss=0.06295, over 2465989.84 frames. utt_duration=1251 frames, utt_pad_proportion=0.0614, over 7896.97 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2883, pruned_loss=0.05156, over 2478345.19 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06655, over 25790.47 utterances.], batch size: 255, lr: 2.46e-04
2022-08-31 02:15:00,400 INFO [train.py:927] (4/8) Epoch 16, batch 18200, libri_loss[loss=0.1847, simple_loss=0.2683, pruned_loss=0.05056, over 12210.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00743, over 31.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2884, pruned_loss=0.05146, over 2477626.01 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06668, over 24714.72 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2885, pruned_loss=0.06292, over 2466180.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.06047, over 7875.14 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2887, pruned_loss=0.05077, over 2478692.00 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06795, over 26354.07 utterances.], batch size: 31, lr: 2.46e-04
2022-08-31 02:17:03,831 INFO [train.py:927] (4/8) Epoch 16, batch 18250, giga_loss[loss=0.2056, simple_loss=0.293, pruned_loss=0.0591, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03836, over 113.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2896, pruned_loss=0.05287, over 2478206.45 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06961, over 25512.15 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06299, over 2466417.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.06057, over 7890.82 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2898, pruned_loss=0.05206, over 2479049.33 frames. utt_duration=367 frames, utt_pad_proportion=0.07043, over 27111.70 utterances.], batch size: 113, lr: 2.46e-04
2022-08-31 02:19:31,574 INFO [train.py:927] (4/8) Epoch 16, batch 18300, giga_loss[loss=0.1767, simple_loss=0.2746, pruned_loss=0.03941, over 12351.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02743, over 66.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2893, pruned_loss=0.05332, over 2478290.75 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07084, over 24780.97 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2888, pruned_loss=0.06295, over 2466651.07 frames. utt_duration=1244 frames, utt_pad_proportion=0.06352, over 7943.83 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2893, pruned_loss=0.05248, over 2479011.65 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07068, over 26379.17 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 02:21:41,080 INFO [train.py:927] (4/8) Epoch 16, batch 18350, giga_loss[loss=0.1728, simple_loss=0.2624, pruned_loss=0.04165, over 12323.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02956, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2866, pruned_loss=0.05184, over 2478486.04 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06785, over 24660.19 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.06287, over 2466744.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.06307, over 7928.45 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2867, pruned_loss=0.05115, over 2479077.79 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06802, over 26091.63 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 02:23:44,181 INFO [train.py:927] (4/8) Epoch 16, batch 18400, giga_loss[loss=0.1918, simple_loss=0.2801, pruned_loss=0.05179, over 12401.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05902, over 182.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2862, pruned_loss=0.05181, over 2479018.83 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06693, over 24479.97 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.289, pruned_loss=0.06307, over 2466858.98 frames. utt_duration=1245 frames, utt_pad_proportion=0.06257, over 7932.50 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2859, pruned_loss=0.05095, over 2479530.63 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06726, over 25817.29 utterances.], batch size: 182, lr: 2.46e-04
2022-08-31 02:25:48,400 INFO [train.py:927] (4/8) Epoch 16, batch 18450, giga_loss[loss=0.2419, simple_loss=0.3128, pruned_loss=0.08546, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09787, over 256.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.286, pruned_loss=0.05223, over 2479158.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06656, over 24510.55 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2889, pruned_loss=0.06289, over 2467029.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06213, over 7915.22 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2858, pruned_loss=0.05162, over 2479516.00 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06698, over 25726.62 utterances.], batch size: 256, lr: 2.46e-04
2022-08-31 02:27:51,518 INFO [train.py:927] (4/8) Epoch 16, batch 18500, giga_loss[loss=0.1968, simple_loss=0.2975, pruned_loss=0.0481, over 12395.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2852, pruned_loss=0.05189, over 2479345.07 frames. utt_duration=423.1 frames, utt_pad_proportion=0.0653, over 23507.56 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.06267, over 2467214.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.06154, over 7887.15 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2854, pruned_loss=0.05141, over 2479667.24 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06591, over 24781.58 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 02:30:10,188 INFO [train.py:927] (4/8) Epoch 16, batch 18550, giga_loss[loss=0.2085, simple_loss=0.298, pruned_loss=0.05948, over 12445.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03792, over 105.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2866, pruned_loss=0.05216, over 2479385.01 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06779, over 24224.28 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2885, pruned_loss=0.06267, over 2467342.37 frames. utt_duration=1254 frames, utt_pad_proportion=0.06126, over 7878.01 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2867, pruned_loss=0.05162, over 2479686.16 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06824, over 25457.56 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 02:32:16,428 INFO [train.py:927] (4/8) Epoch 16, batch 18600, giga_loss[loss=0.1711, simple_loss=0.2617, pruned_loss=0.04031, over 12420.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02855, over 122.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05102, over 2478896.07 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06585, over 23413.29 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2877, pruned_loss=0.0622, over 2466997.30 frames. utt_duration=1262 frames, utt_pad_proportion=0.05975, over 7826.16 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.05067, over 2479803.45 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06676, over 24937.58 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 02:34:15,812 INFO [train.py:927] (4/8) Epoch 16, batch 18650, giga_loss[loss=0.1822, simple_loss=0.2802, pruned_loss=0.04206, over 12418.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03022, over 122.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2797, pruned_loss=0.04983, over 2478591.06 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06905, over 23578.84 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06223, over 2467066.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.05868, over 7814.63 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2802, pruned_loss=0.04921, over 2479580.77 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06989, over 25210.40 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 02:36:08,888 INFO [train.py:927] (4/8) Epoch 16, batch 18700, giga_loss[loss=0.1694, simple_loss=0.2661, pruned_loss=0.0364, over 12361.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.02925, over 51.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2808, pruned_loss=0.05059, over 2477629.63 frames. utt_duration=432.3 frames, utt_pad_proportion=0.0647, over 22989.73 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06245, over 2466780.33 frames. utt_duration=1268 frames, utt_pad_proportion=0.05741, over 7788.47 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2808, pruned_loss=0.04952, over 2479038.05 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06609, over 24809.99 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 02:38:12,756 INFO [train.py:927] (4/8) Epoch 16, batch 18750, giga_loss[loss=0.1733, simple_loss=0.2557, pruned_loss=0.04547, over 12373.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1846, over 360.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2797, pruned_loss=0.04986, over 2477738.91 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06864, over 23880.61 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06249, over 2466788.36 frames. utt_duration=1268 frames, utt_pad_proportion=0.05708, over 7789.65 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2795, pruned_loss=0.04881, over 2479006.75 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06958, over 25519.69 utterances.], batch size: 360, lr: 2.45e-04
2022-08-31 02:40:30,671 INFO [train.py:927] (4/8) Epoch 16, batch 18800, libri_loss[loss=0.2192, simple_loss=0.3069, pruned_loss=0.06575, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007468, over 37.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2798, pruned_loss=0.05043, over 2477242.21 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06976, over 24648.88 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.06251, over 2466510.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05621, over 7770.05 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2794, pruned_loss=0.04933, over 2478707.76 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07073, over 26279.97 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 02:42:31,412 INFO [train.py:927] (4/8) Epoch 16, batch 18850, giga_loss[loss=0.1918, simple_loss=0.2811, pruned_loss=0.05124, over 12413.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06941, over 212.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2802, pruned_loss=0.05068, over 2477197.65 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06811, over 25284.61 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.06245, over 2466622.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.0558, over 7757.39 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2797, pruned_loss=0.04976, over 2478345.79 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06908, over 26719.21 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 02:44:25,708 INFO [train.py:927] (4/8) Epoch 16, batch 18900, giga_loss[loss=0.1839, simple_loss=0.2871, pruned_loss=0.04034, over 12407.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03891, over 105.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2804, pruned_loss=0.04989, over 2477179.65 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06576, over 24712.10 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2882, pruned_loss=0.06266, over 2466375.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.05496, over 7742.33 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2798, pruned_loss=0.04879, over 2478480.61 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06692, over 26157.27 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:46:22,167 INFO [train.py:927] (4/8) Epoch 16, batch 18950, giga_loss[loss=0.2103, simple_loss=0.2963, pruned_loss=0.06215, over 12388.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2824, pruned_loss=0.05048, over 2477318.43 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06713, over 24842.19 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06295, over 2466830.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05377, over 7740.12 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2814, pruned_loss=0.04901, over 2478237.43 frames. utt_duration=376 frames, utt_pad_proportion=0.0684, over 26451.45 utterances.], batch size: 182, lr: 2.45e-04
2022-08-31 02:48:21,436 INFO [train.py:927] (4/8) Epoch 16, batch 19000, giga_loss[loss=0.1761, simple_loss=0.2759, pruned_loss=0.03819, over 12374.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03094, over 58.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04993, over 2476736.78 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06419, over 23674.24 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.063, over 2466773.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05451, over 7772.99 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2813, pruned_loss=0.04842, over 2477787.62 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06532, over 25303.23 utterances.], batch size: 58, lr: 2.45e-04
2022-08-31 02:50:22,461 INFO [train.py:927] (4/8) Epoch 16, batch 19050, giga_loss[loss=0.1868, simple_loss=0.281, pruned_loss=0.0463, over 12370.00 frames. utt_duration=472.3 frames, utt_pad_proportion=0.04384, over 105.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.04907, over 2476474.18 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06188, over 23110.27 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2879, pruned_loss=0.06272, over 2466418.55 frames. utt_duration=1278 frames, utt_pad_proportion=0.05316, over 7726.58 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2799, pruned_loss=0.04767, over 2478001.71 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06338, over 24971.87 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:52:20,590 INFO [train.py:927] (4/8) Epoch 16, batch 19100, giga_loss[loss=0.2073, simple_loss=0.2967, pruned_loss=0.05894, over 12403.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03929, over 105.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2803, pruned_loss=0.04934, over 2476886.07 frames. utt_duration=437.6 frames, utt_pad_proportion=0.05858, over 22704.82 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2879, pruned_loss=0.06281, over 2466543.91 frames. utt_duration=1269 frames, utt_pad_proportion=0.05694, over 7786.37 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2799, pruned_loss=0.04797, over 2478106.55 frames. utt_duration=408.6 frames, utt_pad_proportion=0.05899, over 24329.12 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:54:21,512 INFO [train.py:927] (4/8) Epoch 16, batch 19150, giga_loss[loss=0.1707, simple_loss=0.2699, pruned_loss=0.03578, over 12466.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03026, over 75.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2834, pruned_loss=0.05118, over 2476587.58 frames. utt_duration=435.8 frames, utt_pad_proportion=0.05832, over 22792.60 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2884, pruned_loss=0.06306, over 2466527.37 frames. utt_duration=1256 frames, utt_pad_proportion=0.05976, over 7862.54 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2825, pruned_loss=0.04946, over 2477913.43 frames. utt_duration=405.4 frames, utt_pad_proportion=0.05786, over 24524.36 utterances.], batch size: 75, lr: 2.45e-04
2022-08-31 02:56:17,551 INFO [train.py:927] (4/8) Epoch 16, batch 19200, giga_loss[loss=0.2053, simple_loss=0.2925, pruned_loss=0.05901, over 12417.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.06983, over 213.00 utterances.], tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.053, over 2476082.98 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06321, over 24218.88 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2884, pruned_loss=0.0631, over 2466233.51 frames. utt_duration=1258 frames, utt_pad_proportion=0.05905, over 7848.65 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2852, pruned_loss=0.05145, over 2477557.05 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06282, over 25834.43 utterances.], batch size: 213, lr: 2.45e-04
2022-08-31 02:58:32,462 INFO [train.py:927] (4/8) Epoch 16, batch 19250, giga_loss[loss=0.1874, simple_loss=0.2895, pruned_loss=0.04261, over 12470.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2881, pruned_loss=0.05378, over 2476737.22 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06483, over 24701.42 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2887, pruned_loss=0.06334, over 2466193.12 frames. utt_duration=1245 frames, utt_pad_proportion=0.06387, over 7932.80 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2871, pruned_loss=0.052, over 2478274.78 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0632, over 26453.54 utterances.], batch size: 75, lr: 2.45e-04
2022-08-31 03:00:35,349 INFO [train.py:927] (4/8) Epoch 16, batch 19300, giga_loss[loss=0.2084, simple_loss=0.2964, pruned_loss=0.06017, over 12424.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06512, over 212.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05316, over 2476940.65 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06426, over 24285.37 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06347, over 2466520.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.06396, over 7967.87 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2854, pruned_loss=0.05145, over 2478058.50 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06297, over 25943.25 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 03:02:44,075 INFO [train.py:927] (4/8) Epoch 16, batch 19350, libri_loss[loss=0.2507, simple_loss=0.3399, pruned_loss=0.0808, over 12380.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.0102, over 38.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05287, over 2476944.66 frames. utt_duration=417.9 frames, utt_pad_proportion=0.0607, over 23775.17 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2894, pruned_loss=0.06359, over 2466595.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.06439, over 7992.06 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2845, pruned_loss=0.05131, over 2477847.92 frames. utt_duration=394.4 frames, utt_pad_proportion=0.05974, over 25204.50 utterances.], batch size: 38, lr: 2.45e-04
2022-08-31 03:04:43,034 INFO [train.py:927] (4/8) Epoch 16, batch 19400, giga_loss[loss=0.2068, simple_loss=0.3016, pruned_loss=0.056, over 12421.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07243, over 212.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2846, pruned_loss=0.0522, over 2477909.92 frames. utt_duration=416.3 frames, utt_pad_proportion=0.0618, over 23876.36 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2899, pruned_loss=0.06378, over 2466766.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.06455, over 8020.96 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05061, over 2478665.86 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06091, over 25269.44 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 03:06:43,576 INFO [train.py:927] (4/8) Epoch 16, batch 19450, giga_loss[loss=0.2037, simple_loss=0.3021, pruned_loss=0.05266, over 12454.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.0331, over 105.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2854, pruned_loss=0.05139, over 2478158.14 frames. utt_duration=412.8 frames, utt_pad_proportion=0.063, over 24082.40 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2901, pruned_loss=0.06378, over 2466893.83 frames. utt_duration=1229 frames, utt_pad_proportion=0.06437, over 8038.63 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2839, pruned_loss=0.04997, over 2478791.09 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06228, over 25383.85 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:08:42,101 INFO [train.py:927] (4/8) Epoch 16, batch 19500, giga_loss[loss=0.1979, simple_loss=0.2948, pruned_loss=0.05054, over 12429.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03896, over 105.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.287, pruned_loss=0.05134, over 2478411.06 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06335, over 24227.43 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2907, pruned_loss=0.06395, over 2466986.09 frames. utt_duration=1219 frames, utt_pad_proportion=0.06779, over 8105.52 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2852, pruned_loss=0.04978, over 2479096.56 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06179, over 25576.08 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:10:48,262 INFO [train.py:927] (4/8) Epoch 16, batch 19550, giga_loss[loss=0.171, simple_loss=0.2638, pruned_loss=0.03913, over 12408.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09679, over 256.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2863, pruned_loss=0.05095, over 2477958.34 frames. utt_duration=418.3 frames, utt_pad_proportion=0.0633, over 23762.17 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.291, pruned_loss=0.06403, over 2466829.78 frames. utt_duration=1212 frames, utt_pad_proportion=0.07074, over 8149.87 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2845, pruned_loss=0.04929, over 2478963.23 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06108, over 25229.70 utterances.], batch size: 256, lr: 2.45e-04
2022-08-31 03:13:03,785 INFO [train.py:927] (4/8) Epoch 16, batch 19600, giga_loss[loss=0.1848, simple_loss=0.283, pruned_loss=0.04328, over 12379.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2864, pruned_loss=0.05088, over 2477969.17 frames. utt_duration=409.7 frames, utt_pad_proportion=0.0673, over 24263.56 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2912, pruned_loss=0.06417, over 2466811.86 frames. utt_duration=1193 frames, utt_pad_proportion=0.07759, over 8282.06 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2847, pruned_loss=0.04901, over 2479150.01 frames. utt_duration=385 frames, utt_pad_proportion=0.06332, over 25838.98 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 03:15:15,903 INFO [train.py:927] (4/8) Epoch 16, batch 19650, giga_loss[loss=0.1959, simple_loss=0.2984, pruned_loss=0.04671, over 12330.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03069, over 85.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2895, pruned_loss=0.05241, over 2478045.88 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06657, over 24219.16 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2908, pruned_loss=0.06399, over 2467104.35 frames. utt_duration=1200 frames, utt_pad_proportion=0.0757, over 8233.90 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2883, pruned_loss=0.05068, over 2479100.51 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06387, over 26024.37 utterances.], batch size: 85, lr: 2.45e-04
2022-08-31 03:17:37,099 INFO [train.py:927] (4/8) Epoch 16, batch 19700, giga_loss[loss=0.1884, simple_loss=0.2706, pruned_loss=0.05307, over 12463.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02484, over 80.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2884, pruned_loss=0.05207, over 2478696.78 frames. utt_duration=427.2 frames, utt_pad_proportion=0.0625, over 23270.55 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2906, pruned_loss=0.06395, over 2467052.93 frames. utt_duration=1201 frames, utt_pad_proportion=0.07532, over 8224.64 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2876, pruned_loss=0.05064, over 2479653.67 frames. utt_duration=400.7 frames, utt_pad_proportion=0.0606, over 24826.44 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 03:19:48,520 INFO [train.py:927] (4/8) Epoch 16, batch 19750, giga_loss[loss=0.1814, simple_loss=0.2695, pruned_loss=0.04662, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03205, over 40.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2868, pruned_loss=0.05094, over 2479059.74 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06133, over 23305.81 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2908, pruned_loss=0.06403, over 2467241.91 frames. utt_duration=1205 frames, utt_pad_proportion=0.07418, over 8199.30 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.286, pruned_loss=0.04953, over 2479852.42 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06014, over 24818.95 utterances.], batch size: 40, lr: 2.45e-04
2022-08-31 03:21:52,104 INFO [train.py:927] (4/8) Epoch 16, batch 19800, giga_loss[loss=0.198, simple_loss=0.2972, pruned_loss=0.04945, over 12385.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05287, over 161.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2877, pruned_loss=0.05102, over 2478812.12 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06017, over 23774.10 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2908, pruned_loss=0.06398, over 2467355.15 frames. utt_duration=1206 frames, utt_pad_proportion=0.07367, over 8191.35 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.287, pruned_loss=0.04984, over 2479439.36 frames. utt_duration=396.2 frames, utt_pad_proportion=0.05942, over 25107.87 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 03:23:47,999 INFO [train.py:927] (4/8) Epoch 16, batch 19850, giga_loss[loss=0.1623, simple_loss=0.2558, pruned_loss=0.03438, over 12368.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02958, over 85.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2877, pruned_loss=0.05121, over 2478286.78 frames. utt_duration=439.4 frames, utt_pad_proportion=0.05758, over 22623.35 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2913, pruned_loss=0.06405, over 2467335.14 frames. utt_duration=1206 frames, utt_pad_proportion=0.07263, over 8190.95 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2867, pruned_loss=0.0498, over 2479157.79 frames. utt_duration=411.6 frames, utt_pad_proportion=0.05724, over 24161.47 utterances.], batch size: 85, lr: 2.45e-04
2022-08-31 03:25:46,151 INFO [train.py:927] (4/8) Epoch 16, batch 19900, giga_loss[loss=0.1917, simple_loss=0.2804, pruned_loss=0.05152, over 12402.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04868, over 161.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2861, pruned_loss=0.05109, over 2477899.74 frames. utt_duration=435.5 frames, utt_pad_proportion=0.05832, over 22822.96 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2909, pruned_loss=0.0639, over 2467306.18 frames. utt_duration=1213 frames, utt_pad_proportion=0.07121, over 8147.71 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2855, pruned_loss=0.04974, over 2478948.72 frames. utt_duration=406 frames, utt_pad_proportion=0.05834, over 24497.00 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 03:27:31,690 INFO [train.py:927] (4/8) Epoch 16, batch 19950, giga_loss[loss=0.2132, simple_loss=0.3118, pruned_loss=0.05724, over 12349.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04465, over 26.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2896, pruned_loss=0.05311, over 2476996.51 frames. utt_duration=440.3 frames, utt_pad_proportion=0.06266, over 22566.16 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2906, pruned_loss=0.06371, over 2467542.43 frames. utt_duration=1212 frames, utt_pad_proportion=0.0702, over 8156.39 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2893, pruned_loss=0.05187, over 2477886.44 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06263, over 24295.88 utterances.], batch size: 26, lr: 2.45e-04
2022-08-31 03:29:15,487 INFO [train.py:927] (4/8) Epoch 16, batch 20000, giga_loss[loss=0.1966, simple_loss=0.2813, pruned_loss=0.05594, over 12451.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02924, over 80.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2933, pruned_loss=0.05532, over 2475832.98 frames. utt_duration=454.1 frames, utt_pad_proportion=0.06343, over 21867.72 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2909, pruned_loss=0.06408, over 2467545.92 frames. utt_duration=1204 frames, utt_pad_proportion=0.0728, over 8210.48 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2927, pruned_loss=0.05375, over 2476784.13 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0625, over 23597.80 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 03:30:59,554 INFO [train.py:927] (4/8) Epoch 16, batch 20050, giga_loss[loss=0.1689, simple_loss=0.2614, pruned_loss=0.03826, over 12388.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05395, over 2475282.54 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06113, over 21092.20 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2909, pruned_loss=0.06412, over 2467412.31 frames. utt_duration=1207 frames, utt_pad_proportion=0.07219, over 8188.45 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.288, pruned_loss=0.05255, over 2476259.69 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06067, over 22656.57 utterances.], batch size: 133, lr: 2.45e-04
2022-08-31 03:32:41,632 INFO [train.py:927] (4/8) Epoch 16, batch 20100, giga_loss[loss=0.166, simple_loss=0.2563, pruned_loss=0.03782, over 12435.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03863, over 123.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2817, pruned_loss=0.05205, over 2475190.43 frames. utt_duration=486.6 frames, utt_pad_proportion=0.0617, over 20404.79 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2905, pruned_loss=0.06394, over 2467475.25 frames. utt_duration=1203 frames, utt_pad_proportion=0.07456, over 8213.22 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2815, pruned_loss=0.05075, over 2476184.64 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06041, over 22049.01 utterances.], batch size: 123, lr: 2.45e-04
2022-08-31 03:34:23,971 INFO [train.py:927] (4/8) Epoch 16, batch 20150, giga_loss[loss=0.1668, simple_loss=0.2543, pruned_loss=0.03962, over 12363.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04649, over 146.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2756, pruned_loss=0.05042, over 2474900.38 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06179, over 20158.74 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2906, pruned_loss=0.06391, over 2468034.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.07694, over 8276.47 utterances.], giga_tot_loss[loss=0.1864, simple_loss=0.2749, pruned_loss=0.0489, over 2475454.15 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0596, over 21879.54 utterances.], batch size: 146, lr: 2.45e-04
2022-08-31 03:36:08,851 INFO [train.py:927] (4/8) Epoch 16, batch 20200, giga_loss[loss=0.1686, simple_loss=0.2599, pruned_loss=0.03867, over 12370.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05534, over 181.00 utterances.], tot_loss[loss=0.1842, simple_loss=0.2709, pruned_loss=0.04875, over 2474084.29 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06114, over 19816.96 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2905, pruned_loss=0.06397, over 2467308.72 frames. utt_duration=1201 frames, utt_pad_proportion=0.07559, over 8231.07 utterances.], giga_tot_loss[loss=0.1822, simple_loss=0.2701, pruned_loss=0.04716, over 2475362.79 frames. utt_duration=461.9 frames, utt_pad_proportion=0.05976, over 21499.42 utterances.], batch size: 181, lr: 2.45e-04
2022-08-31 03:37:54,189 INFO [train.py:927] (4/8) Epoch 16, batch 20250, giga_loss[loss=0.154, simple_loss=0.2405, pruned_loss=0.03381, over 12333.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0311, over 70.00 utterances.], tot_loss[loss=0.1806, simple_loss=0.2665, pruned_loss=0.04729, over 2474177.93 frames. utt_duration=511.4 frames, utt_pad_proportion=0.05825, over 19407.70 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.29, pruned_loss=0.06375, over 2467414.16 frames. utt_duration=1206 frames, utt_pad_proportion=0.07423, over 8194.56 utterances.], giga_tot_loss[loss=0.1788, simple_loss=0.2658, pruned_loss=0.04586, over 2475245.72 frames. utt_duration=472 frames, utt_pad_proportion=0.0577, over 21039.11 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 03:39:39,082 INFO [train.py:927] (4/8) Epoch 16, batch 20300, giga_loss[loss=0.1412, simple_loss=0.2219, pruned_loss=0.03023, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03878, over 37.00 utterances.], tot_loss[loss=0.1774, simple_loss=0.2628, pruned_loss=0.04598, over 2472711.76 frames. utt_duration=531.4 frames, utt_pad_proportion=0.0582, over 18663.89 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2898, pruned_loss=0.06364, over 2466631.48 frames. utt_duration=1216 frames, utt_pad_proportion=0.07223, over 8123.01 utterances.], giga_tot_loss[loss=0.1751, simple_loss=0.2615, pruned_loss=0.04432, over 2474491.24 frames. utt_duration=485.7 frames, utt_pad_proportion=0.05824, over 20437.15 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 03:41:22,750 INFO [train.py:927] (4/8) Epoch 16, batch 20350, giga_loss[loss=0.1925, simple_loss=0.2768, pruned_loss=0.05406, over 12461.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2584, pruned_loss=0.04482, over 2473252.58 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06058, over 18536.92 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2898, pruned_loss=0.06356, over 2467041.79 frames. utt_duration=1218 frames, utt_pad_proportion=0.07137, over 8109.21 utterances.], giga_tot_loss[loss=0.1719, simple_loss=0.2571, pruned_loss=0.04335, over 2474389.00 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06069, over 20087.81 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:43:06,822 INFO [train.py:927] (4/8) Epoch 16, batch 20400, giga_loss[loss=0.1658, simple_loss=0.2505, pruned_loss=0.0406, over 12458.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03345, over 86.00 utterances.], tot_loss[loss=0.1705, simple_loss=0.2542, pruned_loss=0.04346, over 2473472.79 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06127, over 18996.49 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2898, pruned_loss=0.0636, over 2467165.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.0703, over 8093.12 utterances.], giga_tot_loss[loss=0.1681, simple_loss=0.2525, pruned_loss=0.0419, over 2474381.06 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06165, over 20435.28 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 03:44:51,173 INFO [train.py:927] (4/8) Epoch 16, batch 20450, giga_loss[loss=0.2242, simple_loss=0.3052, pruned_loss=0.07155, over 12389.00 frames. utt_duration=577.8 frames, utt_pad_proportion=0.03696, over 86.00 utterances.], tot_loss[loss=0.1783, simple_loss=0.2624, pruned_loss=0.04707, over 2473610.75 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06566, over 19560.42 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2896, pruned_loss=0.06343, over 2467194.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06928, over 8079.30 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2606, pruned_loss=0.04564, over 2474425.71 frames. utt_duration=475 frames, utt_pad_proportion=0.06597, over 20901.30 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 03:46:36,575 INFO [train.py:927] (4/8) Epoch 16, batch 20500, giga_loss[loss=0.1815, simple_loss=0.2682, pruned_loss=0.04738, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03723, over 37.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2717, pruned_loss=0.05052, over 2473525.25 frames. utt_duration=525 frames, utt_pad_proportion=0.06536, over 18898.85 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2898, pruned_loss=0.06347, over 2467163.97 frames. utt_duration=1216 frames, utt_pad_proportion=0.07199, over 8125.73 utterances.], giga_tot_loss[loss=0.184, simple_loss=0.2698, pruned_loss=0.04911, over 2474322.41 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06465, over 20124.60 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 03:48:23,049 INFO [train.py:927] (4/8) Epoch 16, batch 20550, giga_loss[loss=0.1875, simple_loss=0.2719, pruned_loss=0.0516, over 12293.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03446, over 28.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2764, pruned_loss=0.05134, over 2473326.02 frames. utt_duration=528 frames, utt_pad_proportion=0.06572, over 18789.97 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2897, pruned_loss=0.06333, over 2466961.91 frames. utt_duration=1219 frames, utt_pad_proportion=0.07121, over 8108.00 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2747, pruned_loss=0.05018, over 2474209.41 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06538, over 19914.46 utterances.], batch size: 28, lr: 2.45e-04
2022-08-31 03:50:08,814 INFO [train.py:927] (4/8) Epoch 16, batch 20600, giga_loss[loss=0.2021, simple_loss=0.2905, pruned_loss=0.05688, over 12369.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02782, over 91.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2806, pruned_loss=0.05317, over 2473005.42 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06231, over 18552.75 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2898, pruned_loss=0.06338, over 2466959.25 frames. utt_duration=1222 frames, utt_pad_proportion=0.07011, over 8087.97 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.279, pruned_loss=0.05201, over 2473814.47 frames. utt_duration=505 frames, utt_pad_proportion=0.06257, over 19651.59 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 03:51:58,604 INFO [train.py:927] (4/8) Epoch 16, batch 20650, giga_loss[loss=0.2185, simple_loss=0.3106, pruned_loss=0.06324, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03179, over 80.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2845, pruned_loss=0.05563, over 2473130.23 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06309, over 18485.72 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06343, over 2466904.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06899, over 8077.67 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2833, pruned_loss=0.05446, over 2473973.61 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06366, over 19616.64 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 03:53:41,543 INFO [train.py:927] (4/8) Epoch 16, batch 20700, giga_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.08098, over 12389.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1109, over 260.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2888, pruned_loss=0.05714, over 2472821.25 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06692, over 18479.94 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2893, pruned_loss=0.06324, over 2466889.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06773, over 8039.11 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05622, over 2473636.73 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06752, over 19634.97 utterances.], batch size: 260, lr: 2.45e-04
2022-08-31 03:55:24,247 INFO [train.py:927] (4/8) Epoch 16, batch 20750, giga_loss[loss=0.1866, simple_loss=0.2802, pruned_loss=0.04649, over 12286.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.0533, over 26.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.05783, over 2473171.94 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06542, over 18187.02 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06317, over 2466783.34 frames. utt_duration=1222 frames, utt_pad_proportion=0.07061, over 8083.64 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2911, pruned_loss=0.05704, over 2474049.00 frames. utt_duration=514.3 frames, utt_pad_proportion=0.0649, over 19297.30 utterances.], batch size: 26, lr: 2.45e-04
2022-08-31 03:57:06,685 INFO [train.py:927] (4/8) Epoch 16, batch 20800, libri_loss[loss=0.2223, simple_loss=0.3002, pruned_loss=0.07215, over 12388.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009724, over 38.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2923, pruned_loss=0.05771, over 2473450.34 frames. utt_duration=542.4 frames, utt_pad_proportion=0.067, over 18292.12 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2895, pruned_loss=0.06319, over 2467428.03 frames. utt_duration=1222 frames, utt_pad_proportion=0.06966, over 8088.03 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05688, over 2473737.29 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06684, over 19461.80 utterances.], batch size: 38, lr: 2.45e-04
2022-08-31 03:58:50,321 INFO [train.py:927] (4/8) Epoch 16, batch 20850, giga_loss[loss=0.2356, simple_loss=0.3237, pruned_loss=0.07375, over 12392.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03654, over 113.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05902, over 2472337.47 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06364, over 17830.72 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.289, pruned_loss=0.06297, over 2467144.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06832, over 8043.75 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2939, pruned_loss=0.05842, over 2472971.45 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06417, over 19083.23 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 04:00:37,873 INFO [train.py:927] (4/8) Epoch 16, batch 20900, giga_loss[loss=0.2147, simple_loss=0.3018, pruned_loss=0.06378, over 12210.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03152, over 39.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2948, pruned_loss=0.06097, over 2471920.31 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06037, over 17431.69 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2884, pruned_loss=0.06268, over 2467150.45 frames. utt_duration=1234 frames, utt_pad_proportion=0.06695, over 8004.92 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.06069, over 2472570.46 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06149, over 18733.15 utterances.], batch size: 39, lr: 2.45e-04
2022-08-31 04:02:24,560 INFO [train.py:927] (4/8) Epoch 16, batch 20950, giga_loss[loss=0.2251, simple_loss=0.2938, pruned_loss=0.07825, over 12363.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2935, pruned_loss=0.06108, over 2471839.07 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06098, over 17088.15 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2883, pruned_loss=0.06267, over 2467550.26 frames. utt_duration=1240 frames, utt_pad_proportion=0.06534, over 7970.31 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2944, pruned_loss=0.06081, over 2472166.81 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06235, over 18439.16 utterances.], batch size: 369, lr: 2.45e-04
2022-08-31 04:04:06,315 INFO [train.py:927] (4/8) Epoch 16, batch 21000, libri_loss[loss=0.2036, simple_loss=0.3013, pruned_loss=0.05292, over 12302.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006813, over 36.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2935, pruned_loss=0.06145, over 2472704.44 frames. utt_duration=585 frames, utt_pad_proportion=0.06038, over 16950.73 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.288, pruned_loss=0.06239, over 2467815.46 frames. utt_duration=1246 frames, utt_pad_proportion=0.06398, over 7931.76 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2947, pruned_loss=0.06143, over 2472964.08 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06199, over 18499.68 utterances.], batch size: 36, lr: 2.45e-04
2022-08-31 04:04:06,316 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 04:04:22,858 INFO [train.py:967] (4/8) 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 04:06:04,650 INFO [train.py:927] (4/8) Epoch 16, batch 21050, giga_loss[loss=0.2066, simple_loss=0.2971, pruned_loss=0.05807, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.02642, over 39.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2926, pruned_loss=0.06097, over 2472367.54 frames. utt_duration=554.8 frames, utt_pad_proportion=0.07017, over 17872.64 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.289, pruned_loss=0.06308, over 2467594.94 frames. utt_duration=1234 frames, utt_pad_proportion=0.06766, over 8010.75 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2927, pruned_loss=0.06029, over 2472879.00 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06927, over 19201.65 utterances.], batch size: 39, lr: 2.45e-04
2022-08-31 04:07:47,103 INFO [train.py:927] (4/8) Epoch 16, batch 21100, libri_loss[loss=0.2115, simple_loss=0.2943, pruned_loss=0.06438, over 12339.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006595, over 33.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2886, pruned_loss=0.05941, over 2472661.46 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06877, over 18426.84 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2888, pruned_loss=0.06291, over 2467353.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.06644, over 7983.98 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2889, pruned_loss=0.05893, over 2473410.72 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06865, over 19787.19 utterances.], batch size: 33, lr: 2.45e-04
2022-08-31 04:09:28,680 INFO [train.py:927] (4/8) Epoch 16, batch 21150, giga_loss[loss=0.2283, simple_loss=0.3089, pruned_loss=0.07379, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03017, over 45.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2865, pruned_loss=0.05913, over 2472913.88 frames. utt_duration=522.2 frames, utt_pad_proportion=0.0711, over 18995.54 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2892, pruned_loss=0.06336, over 2467268.12 frames. utt_duration=1228 frames, utt_pad_proportion=0.0694, over 8044.69 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2863, pruned_loss=0.05818, over 2473817.93 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06996, over 20451.97 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 04:11:12,192 INFO [train.py:927] (4/8) Epoch 16, batch 21200, giga_loss[loss=0.1888, simple_loss=0.2667, pruned_loss=0.05544, over 12332.00 frames. utt_duration=969 frames, utt_pad_proportion=0.0339, over 51.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2857, pruned_loss=0.05852, over 2473688.08 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06888, over 18967.54 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2891, pruned_loss=0.06328, over 2467485.96 frames. utt_duration=1230 frames, utt_pad_proportion=0.06891, over 8033.24 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2856, pruned_loss=0.0578, over 2474255.13 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06829, over 20227.26 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 04:12:55,603 INFO [train.py:927] (4/8) Epoch 16, batch 21250, giga_loss[loss=0.2005, simple_loss=0.2774, pruned_loss=0.06177, over 12441.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0374, over 105.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2831, pruned_loss=0.05727, over 2473001.46 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06487, over 18237.79 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2886, pruned_loss=0.06311, over 2467228.44 frames. utt_duration=1226 frames, utt_pad_proportion=0.0712, over 8061.02 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2834, pruned_loss=0.05668, over 2473915.80 frames. utt_duration=506 frames, utt_pad_proportion=0.06388, over 19614.43 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 04:14:34,249 INFO [train.py:927] (4/8) Epoch 16, batch 21300, giga_loss[loss=0.1754, simple_loss=0.2463, pruned_loss=0.05225, over 12461.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03588, over 37.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2811, pruned_loss=0.05677, over 2473728.97 frames. utt_duration=554 frames, utt_pad_proportion=0.06297, over 17909.90 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.289, pruned_loss=0.06315, over 2467401.32 frames. utt_duration=1221 frames, utt_pad_proportion=0.07114, over 8090.95 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2809, pruned_loss=0.05617, over 2474373.37 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06225, over 19109.78 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 04:16:20,439 INFO [train.py:927] (4/8) Epoch 16, batch 21350, giga_loss[loss=0.1606, simple_loss=0.2422, pruned_loss=0.03947, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03347, over 42.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2786, pruned_loss=0.05593, over 2474020.89 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06079, over 17476.03 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2889, pruned_loss=0.06328, over 2467331.84 frames. utt_duration=1214 frames, utt_pad_proportion=0.07426, over 8141.22 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2782, pruned_loss=0.05511, over 2474823.96 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05891, over 18706.64 utterances.], batch size: 42, lr: 2.45e-04
2022-08-31 04:18:01,950 INFO [train.py:927] (4/8) Epoch 16, batch 21400, giga_loss[loss=0.1845, simple_loss=0.2655, pruned_loss=0.05173, over 12445.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03277, over 86.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.276, pruned_loss=0.0549, over 2473766.04 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05604, over 16907.51 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2891, pruned_loss=0.06347, over 2467087.81 frames. utt_duration=1216 frames, utt_pad_proportion=0.07339, over 8124.21 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2753, pruned_loss=0.05396, over 2474725.86 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05503, over 18021.45 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 04:19:44,328 INFO [train.py:927] (4/8) Epoch 16, batch 21450, giga_loss[loss=0.1874, simple_loss=0.2711, pruned_loss=0.05186, over 12459.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04334, over 31.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2739, pruned_loss=0.05421, over 2474405.85 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05495, over 16274.47 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2896, pruned_loss=0.06383, over 2466909.47 frames. utt_duration=1206 frames, utt_pad_proportion=0.07663, over 8190.59 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2727, pruned_loss=0.05299, over 2475452.39 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05266, over 17251.73 utterances.], batch size: 31, lr: 2.45e-04
2022-08-31 04:21:27,094 INFO [train.py:927] (4/8) Epoch 16, batch 21500, giga_loss[loss=0.1954, simple_loss=0.2892, pruned_loss=0.05081, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02696, over 45.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.275, pruned_loss=0.05497, over 2473799.59 frames. utt_duration=601.3 frames, utt_pad_proportion=0.0568, over 16497.92 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2896, pruned_loss=0.06394, over 2467088.40 frames. utt_duration=1214 frames, utt_pad_proportion=0.07432, over 8138.74 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2735, pruned_loss=0.05356, over 2474754.95 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0555, over 17628.21 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 04:23:10,537 INFO [train.py:927] (4/8) Epoch 16, batch 21550, giga_loss[loss=0.2775, simple_loss=0.3544, pruned_loss=0.1003, over 12406.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07274, over 212.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2803, pruned_loss=0.05798, over 2474476.05 frames. utt_duration=581 frames, utt_pad_proportion=0.05841, over 17079.83 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2895, pruned_loss=0.06383, over 2467051.12 frames. utt_duration=1218 frames, utt_pad_proportion=0.07324, over 8112.23 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.279, pruned_loss=0.05682, over 2475380.17 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05766, over 18160.95 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 04:24:52,675 INFO [train.py:927] (4/8) Epoch 16, batch 21600, giga_loss[loss=0.2721, simple_loss=0.339, pruned_loss=0.1025, over 12362.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2852, pruned_loss=0.06034, over 2473916.78 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06348, over 17198.80 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2898, pruned_loss=0.06409, over 2467076.01 frames. utt_duration=1198 frames, utt_pad_proportion=0.07996, over 8246.54 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2837, pruned_loss=0.05906, over 2474821.53 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05967, over 18178.02 utterances.], batch size: 258, lr: 2.45e-04
2022-08-31 04:26:34,631 INFO [train.py:927] (4/8) Epoch 16, batch 21650, giga_loss[loss=0.2206, simple_loss=0.3135, pruned_loss=0.06382, over 12366.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2904, pruned_loss=0.06193, over 2473786.32 frames. utt_duration=543 frames, utt_pad_proportion=0.07029, over 18272.87 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2896, pruned_loss=0.06397, over 2467143.47 frames. utt_duration=1202 frames, utt_pad_proportion=0.07908, over 8222.00 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2893, pruned_loss=0.06098, over 2474508.17 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06741, over 19189.60 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 04:28:17,092 INFO [train.py:927] (4/8) Epoch 16, batch 21700, giga_loss[loss=0.1781, simple_loss=0.2668, pruned_loss=0.0447, over 12436.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2916, pruned_loss=0.06092, over 2473861.99 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06429, over 17827.46 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.06376, over 2467159.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.07704, over 8170.99 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2911, pruned_loss=0.06026, over 2474670.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.0629, over 18921.48 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 04:29:59,606 INFO [train.py:927] (4/8) Epoch 16, batch 21750, giga_loss[loss=0.1937, simple_loss=0.2789, pruned_loss=0.05428, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2903, pruned_loss=0.059, over 2473629.56 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06037, over 17290.06 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.289, pruned_loss=0.06373, over 2467234.68 frames. utt_duration=1201 frames, utt_pad_proportion=0.08033, over 8225.42 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2901, pruned_loss=0.05843, over 2474321.01 frames. utt_duration=543 frames, utt_pad_proportion=0.05793, over 18276.64 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 04:31:43,133 INFO [train.py:927] (4/8) Epoch 16, batch 21800, giga_loss[loss=0.2108, simple_loss=0.3123, pruned_loss=0.0547, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2912, pruned_loss=0.05889, over 2474198.13 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06308, over 17863.99 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2892, pruned_loss=0.06374, over 2467450.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.0795, over 8223.87 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2909, pruned_loss=0.05833, over 2474716.07 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06122, over 18854.66 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 04:33:25,571 INFO [train.py:927] (4/8) Epoch 16, batch 21850, giga_loss[loss=0.2448, simple_loss=0.3224, pruned_loss=0.08357, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03038, over 80.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2933, pruned_loss=0.06028, over 2473577.56 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06, over 17428.08 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.06374, over 2467058.10 frames. utt_duration=1206 frames, utt_pad_proportion=0.07806, over 8195.42 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2931, pruned_loss=0.05974, over 2474497.72 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05907, over 18464.32 utterances.], batch size: 80, lr: 2.45e-04
2022-08-31 04:35:06,674 INFO [train.py:927] (4/8) Epoch 16, batch 21900, giga_loss[loss=0.2648, simple_loss=0.3365, pruned_loss=0.09653, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07387, over 212.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2956, pruned_loss=0.06216, over 2474216.72 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06388, over 18168.77 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2892, pruned_loss=0.06365, over 2467224.55 frames. utt_duration=1208 frames, utt_pad_proportion=0.07663, over 8178.74 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2956, pruned_loss=0.06175, over 2474957.74 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06334, over 19223.73 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 04:36:50,303 INFO [train.py:927] (4/8) Epoch 16, batch 21950, giga_loss[loss=0.2278, simple_loss=0.3244, pruned_loss=0.06562, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02667, over 70.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2955, pruned_loss=0.06229, over 2473738.96 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05996, over 17346.70 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.289, pruned_loss=0.06353, over 2467083.29 frames. utt_duration=1214 frames, utt_pad_proportion=0.07433, over 8138.98 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.296, pruned_loss=0.06203, over 2474733.74 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06044, over 18584.63 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 04:38:32,496 INFO [train.py:927] (4/8) Epoch 16, batch 22000, giga_loss[loss=0.2191, simple_loss=0.3024, pruned_loss=0.06791, over 12428.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04219, over 146.00 utterances.], tot_loss[loss=0.211, simple_loss=0.297, pruned_loss=0.06244, over 2474481.39 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06055, over 17069.58 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2891, pruned_loss=0.0636, over 2467149.04 frames. utt_duration=1211 frames, utt_pad_proportion=0.0744, over 8158.47 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2973, pruned_loss=0.06217, over 2475269.72 frames. utt_duration=548.4 frames, utt_pad_proportion=0.0608, over 18103.73 utterances.], batch size: 146, lr: 2.45e-04
2022-08-31 04:40:14,430 INFO [train.py:927] (4/8) Epoch 16, batch 22050, giga_loss[loss=0.195, simple_loss=0.2848, pruned_loss=0.05259, over 12325.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03488, over 51.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2963, pruned_loss=0.0623, over 2474823.89 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05785, over 16297.36 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2884, pruned_loss=0.06339, over 2467366.33 frames. utt_duration=1218 frames, utt_pad_proportion=0.07294, over 8111.55 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2975, pruned_loss=0.06225, over 2475540.81 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05864, over 17488.95 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 04:41:57,743 INFO [train.py:927] (4/8) Epoch 16, batch 22100, giga_loss[loss=0.2034, simple_loss=0.2867, pruned_loss=0.06009, over 12273.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02742, over 54.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2957, pruned_loss=0.06284, over 2474820.43 frames. utt_duration=611.6 frames, utt_pad_proportion=0.05931, over 16225.38 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2887, pruned_loss=0.06354, over 2467344.19 frames. utt_duration=1217 frames, utt_pad_proportion=0.07247, over 8117.52 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2966, pruned_loss=0.06264, over 2475555.64 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05992, over 17321.12 utterances.], batch size: 54, lr: 2.45e-04
2022-08-31 04:43:40,157 INFO [train.py:927] (4/8) Epoch 16, batch 22150, giga_loss[loss=0.2148, simple_loss=0.3037, pruned_loss=0.06296, over 12402.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.0287, over 58.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2961, pruned_loss=0.0636, over 2474457.78 frames. utt_duration=640.9 frames, utt_pad_proportion=0.05647, over 15479.93 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06366, over 2467889.68 frames. utt_duration=1210 frames, utt_pad_proportion=0.07229, over 8169.46 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.297, pruned_loss=0.06331, over 2474925.66 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05686, over 16716.33 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 04:45:23,169 INFO [train.py:927] (4/8) Epoch 16, batch 22200, giga_loss[loss=0.2073, simple_loss=0.2931, pruned_loss=0.0607, over 12367.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03069, over 62.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2973, pruned_loss=0.064, over 2473260.08 frames. utt_duration=642.3 frames, utt_pad_proportion=0.05397, over 15437.72 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06366, over 2467787.38 frames. utt_duration=1212 frames, utt_pad_proportion=0.07162, over 8155.07 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2981, pruned_loss=0.06377, over 2473797.81 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05464, over 16527.30 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 04:47:07,808 INFO [train.py:927] (4/8) Epoch 16, batch 22250, giga_loss[loss=0.2092, simple_loss=0.2873, pruned_loss=0.06552, over 12439.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03, over 80.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2976, pruned_loss=0.06429, over 2473114.48 frames. utt_duration=648.4 frames, utt_pad_proportion=0.05067, over 15292.55 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06363, over 2468000.73 frames. utt_duration=1215 frames, utt_pad_proportion=0.0702, over 8134.34 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2984, pruned_loss=0.06414, over 2473468.28 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05184, over 16342.09 utterances.], batch size: 80, lr: 2.44e-04
2022-08-31 04:48:52,870 INFO [train.py:927] (4/8) Epoch 16, batch 22300, giga_loss[loss=0.1746, simple_loss=0.2581, pruned_loss=0.04557, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03546, over 28.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2949, pruned_loss=0.06268, over 2473067.71 frames. utt_duration=654.5 frames, utt_pad_proportion=0.04842, over 15149.44 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.289, pruned_loss=0.06355, over 2468162.80 frames. utt_duration=1212 frames, utt_pad_proportion=0.0701, over 8156.08 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2956, pruned_loss=0.06264, over 2473270.06 frames. utt_duration=617.5 frames, utt_pad_proportion=0.04937, over 16059.95 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 04:50:33,949 INFO [train.py:927] (4/8) Epoch 16, batch 22350, giga_loss[loss=0.182, simple_loss=0.2695, pruned_loss=0.04722, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0305, over 48.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2922, pruned_loss=0.06136, over 2472361.22 frames. utt_duration=671.9 frames, utt_pad_proportion=0.04655, over 14751.00 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2885, pruned_loss=0.0632, over 2468337.27 frames. utt_duration=1219 frames, utt_pad_proportion=0.06863, over 8108.09 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2933, pruned_loss=0.0616, over 2472489.06 frames. utt_duration=631.1 frames, utt_pad_proportion=0.04787, over 15708.72 utterances.], batch size: 48, lr: 2.44e-04
2022-08-31 04:52:17,091 INFO [train.py:927] (4/8) Epoch 16, batch 22400, giga_loss[loss=0.184, simple_loss=0.2606, pruned_loss=0.05372, over 12439.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.0414, over 31.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2896, pruned_loss=0.06075, over 2472410.12 frames. utt_duration=654.9 frames, utt_pad_proportion=0.053, over 15135.78 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2887, pruned_loss=0.06334, over 2468743.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.06761, over 8098.55 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2904, pruned_loss=0.06075, over 2472228.25 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05396, over 16063.79 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 04:53:58,883 INFO [train.py:927] (4/8) Epoch 16, batch 22450, giga_loss[loss=0.214, simple_loss=0.2935, pruned_loss=0.06724, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2873, pruned_loss=0.0602, over 2472017.37 frames. utt_duration=644.2 frames, utt_pad_proportion=0.05504, over 15384.60 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06347, over 2468358.91 frames. utt_duration=1223 frames, utt_pad_proportion=0.06643, over 8079.88 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2877, pruned_loss=0.05998, over 2472344.64 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05601, over 16408.37 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 04:55:41,761 INFO [train.py:927] (4/8) Epoch 16, batch 22500, giga_loss[loss=0.1761, simple_loss=0.2651, pruned_loss=0.04359, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2848, pruned_loss=0.05927, over 2472237.52 frames. utt_duration=627 frames, utt_pad_proportion=0.05789, over 15808.47 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.289, pruned_loss=0.06369, over 2468202.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.06928, over 8142.21 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2849, pruned_loss=0.05881, over 2472728.43 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05715, over 16768.83 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 04:57:22,592 INFO [train.py:927] (4/8) Epoch 16, batch 22550, giga_loss[loss=0.1889, simple_loss=0.2675, pruned_loss=0.05513, over 12262.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02969, over 45.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.285, pruned_loss=0.05875, over 2471466.69 frames. utt_duration=602 frames, utt_pad_proportion=0.06249, over 16462.68 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2886, pruned_loss=0.06348, over 2468145.76 frames. utt_duration=1217 frames, utt_pad_proportion=0.06841, over 8119.18 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2854, pruned_loss=0.05846, over 2471991.30 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06205, over 17447.54 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 04:59:08,399 INFO [train.py:927] (4/8) Epoch 16, batch 22600, giga_loss[loss=0.2199, simple_loss=0.3115, pruned_loss=0.06412, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06118, over 183.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2864, pruned_loss=0.05849, over 2472209.61 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06063, over 17287.02 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.06344, over 2468185.49 frames. utt_duration=1218 frames, utt_pad_proportion=0.06794, over 8114.32 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2867, pruned_loss=0.05823, over 2472644.99 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06055, over 18190.30 utterances.], batch size: 183, lr: 2.44e-04
2022-08-31 05:00:54,703 INFO [train.py:927] (4/8) Epoch 16, batch 22650, giga_loss[loss=0.2118, simple_loss=0.2973, pruned_loss=0.06313, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05123, over 161.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2851, pruned_loss=0.05702, over 2473238.44 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06412, over 18071.46 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2881, pruned_loss=0.06323, over 2468131.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.06648, over 8070.39 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2858, pruned_loss=0.05686, over 2473753.78 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06448, over 19110.10 utterances.], batch size: 161, lr: 2.44e-04
2022-08-31 05:02:39,237 INFO [train.py:927] (4/8) Epoch 16, batch 22700, giga_loss[loss=0.2012, simple_loss=0.2745, pruned_loss=0.06397, over 12277.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02755, over 42.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2854, pruned_loss=0.05709, over 2473251.71 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06133, over 17578.13 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2883, pruned_loss=0.06331, over 2468555.84 frames. utt_duration=1229 frames, utt_pad_proportion=0.0649, over 8044.67 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2856, pruned_loss=0.05672, over 2473395.71 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06235, over 18701.29 utterances.], batch size: 42, lr: 2.44e-04
2022-08-31 05:04:21,431 INFO [train.py:927] (4/8) Epoch 16, batch 22750, giga_loss[loss=0.2114, simple_loss=0.3013, pruned_loss=0.0608, over 12387.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03391, over 122.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2869, pruned_loss=0.05761, over 2473094.16 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05992, over 17177.68 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2883, pruned_loss=0.06339, over 2468765.19 frames. utt_duration=1232 frames, utt_pad_proportion=0.06395, over 8021.99 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.287, pruned_loss=0.05714, over 2473101.73 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06119, over 18256.43 utterances.], batch size: 122, lr: 2.44e-04
2022-08-31 05:06:04,226 INFO [train.py:927] (4/8) Epoch 16, batch 22800, giga_loss[loss=0.2056, simple_loss=0.2994, pruned_loss=0.05587, over 12389.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02668, over 66.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2885, pruned_loss=0.05803, over 2473104.13 frames. utt_duration=583 frames, utt_pad_proportion=0.05998, over 17012.94 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2884, pruned_loss=0.06346, over 2468946.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06263, over 8007.42 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2885, pruned_loss=0.05744, over 2473054.61 frames. utt_duration=547 frames, utt_pad_proportion=0.0615, over 18134.14 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 05:07:48,526 INFO [train.py:927] (4/8) Epoch 16, batch 22850, giga_loss[loss=0.2071, simple_loss=0.2935, pruned_loss=0.06038, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2894, pruned_loss=0.05812, over 2473408.63 frames. utt_duration=597 frames, utt_pad_proportion=0.05753, over 16613.29 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2885, pruned_loss=0.06347, over 2468990.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06203, over 8009.07 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2893, pruned_loss=0.05755, over 2473419.38 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05913, over 17659.04 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 05:09:27,206 INFO [train.py:927] (4/8) Epoch 16, batch 22900, giga_loss[loss=0.1929, simple_loss=0.2834, pruned_loss=0.05122, over 12331.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03131, over 51.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2894, pruned_loss=0.05803, over 2472931.76 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05323, over 16144.53 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.06343, over 2468882.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.06045, over 7968.53 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2893, pruned_loss=0.05744, over 2473178.31 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05538, over 17286.24 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 05:11:09,247 INFO [train.py:927] (4/8) Epoch 16, batch 22950, giga_loss[loss=0.1722, simple_loss=0.2582, pruned_loss=0.04312, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02529, over 48.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2871, pruned_loss=0.057, over 2474257.71 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05267, over 16095.38 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.06344, over 2469000.55 frames. utt_duration=1242 frames, utt_pad_proportion=0.0602, over 7963.69 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2871, pruned_loss=0.0565, over 2474371.66 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0545, over 17026.78 utterances.], batch size: 48, lr: 2.44e-04
2022-08-31 05:12:48,646 INFO [train.py:927] (4/8) Epoch 16, batch 23000, libri_loss[loss=0.2153, simple_loss=0.2938, pruned_loss=0.06843, over 12372.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.0391, over 46.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2876, pruned_loss=0.05691, over 2473630.26 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05245, over 16562.18 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2884, pruned_loss=0.06329, over 2468787.57 frames. utt_duration=1247 frames, utt_pad_proportion=0.05875, over 7931.64 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2877, pruned_loss=0.05643, over 2474060.64 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05439, over 17604.07 utterances.], batch size: 46, lr: 2.44e-04
2022-08-31 05:14:30,083 INFO [train.py:927] (4/8) Epoch 16, batch 23050, giga_loss[loss=0.1636, simple_loss=0.2475, pruned_loss=0.03983, over 12263.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03185, over 28.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2874, pruned_loss=0.05629, over 2474045.43 frames. utt_duration=613.2 frames, utt_pad_proportion=0.05147, over 16178.76 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2884, pruned_loss=0.06327, over 2469103.01 frames. utt_duration=1232 frames, utt_pad_proportion=0.06317, over 8027.20 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2874, pruned_loss=0.05575, over 2474236.63 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05127, over 17160.85 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 05:16:10,883 INFO [train.py:927] (4/8) Epoch 16, batch 23100, giga_loss[loss=0.1893, simple_loss=0.2784, pruned_loss=0.05011, over 12346.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03039, over 70.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2868, pruned_loss=0.05707, over 2474657.65 frames. utt_duration=600 frames, utt_pad_proportion=0.05108, over 16539.51 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2883, pruned_loss=0.06313, over 2469293.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06239, over 8022.80 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2869, pruned_loss=0.05661, over 2474727.49 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05115, over 17522.07 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 05:17:52,003 INFO [train.py:927] (4/8) Epoch 16, batch 23150, giga_loss[loss=0.3364, simple_loss=0.3955, pruned_loss=0.1386, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2855, pruned_loss=0.05761, over 2474882.63 frames. utt_duration=596.9 frames, utt_pad_proportion=0.04959, over 16626.67 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2884, pruned_loss=0.06333, over 2469108.20 frames. utt_duration=1235 frames, utt_pad_proportion=0.06158, over 8004.32 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2855, pruned_loss=0.05688, over 2475246.05 frames. utt_duration=561.3 frames, utt_pad_proportion=0.04989, over 17687.56 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 05:19:33,311 INFO [train.py:927] (4/8) Epoch 16, batch 23200, giga_loss[loss=0.1903, simple_loss=0.2815, pruned_loss=0.04954, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.0315, over 62.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2831, pruned_loss=0.05726, over 2474208.21 frames. utt_duration=592.4 frames, utt_pad_proportion=0.0502, over 16750.36 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2884, pruned_loss=0.06333, over 2469108.20 frames. utt_duration=1235 frames, utt_pad_proportion=0.06158, over 8004.32 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2831, pruned_loss=0.05669, over 2474491.07 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05042, over 17576.06 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 05:21:13,948 INFO [train.py:927] (4/8) Epoch 16, batch 23250, giga_loss[loss=0.1854, simple_loss=0.2768, pruned_loss=0.04701, over 12325.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03258, over 58.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2799, pruned_loss=0.05619, over 2473476.37 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05287, over 16489.94 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2881, pruned_loss=0.06319, over 2469176.11 frames. utt_duration=1229 frames, utt_pad_proportion=0.0649, over 8044.58 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2799, pruned_loss=0.05565, over 2473798.43 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05122, over 17400.48 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 05:22:55,881 INFO [train.py:927] (4/8) Epoch 16, batch 23300, giga_loss[loss=0.2037, simple_loss=0.2915, pruned_loss=0.05795, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03815, over 113.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2797, pruned_loss=0.05601, over 2474008.33 frames. utt_duration=609 frames, utt_pad_proportion=0.05059, over 16290.90 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2881, pruned_loss=0.0631, over 2469215.94 frames. utt_duration=1234 frames, utt_pad_proportion=0.06396, over 8014.95 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2795, pruned_loss=0.05553, over 2474303.82 frames. utt_duration=577.3 frames, utt_pad_proportion=0.04966, over 17187.89 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 05:24:37,375 INFO [train.py:927] (4/8) Epoch 16, batch 23350, giga_loss[loss=0.2171, simple_loss=0.3046, pruned_loss=0.06482, over 12371.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05472, over 181.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2827, pruned_loss=0.0569, over 2473777.42 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05262, over 17085.35 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2882, pruned_loss=0.06305, over 2468994.61 frames. utt_duration=1230 frames, utt_pad_proportion=0.06386, over 8036.24 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2823, pruned_loss=0.05642, over 2474337.63 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05174, over 17985.35 utterances.], batch size: 181, lr: 2.44e-04
2022-08-31 05:26:19,458 INFO [train.py:927] (4/8) Epoch 16, batch 23400, giga_loss[loss=0.1988, simple_loss=0.2841, pruned_loss=0.05674, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03702, over 37.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2853, pruned_loss=0.05734, over 2473238.95 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05165, over 17116.21 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2882, pruned_loss=0.06303, over 2468901.12 frames. utt_duration=1227 frames, utt_pad_proportion=0.06413, over 8055.75 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2849, pruned_loss=0.05692, over 2473818.84 frames. utt_duration=554.7 frames, utt_pad_proportion=0.05086, over 17888.36 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 05:28:07,862 INFO [train.py:927] (4/8) Epoch 16, batch 23450, giga_loss[loss=0.236, simple_loss=0.3288, pruned_loss=0.07163, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04173, over 146.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2888, pruned_loss=0.05974, over 2474023.79 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05661, over 17392.39 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2879, pruned_loss=0.06286, over 2468782.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.0635, over 8019.93 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2887, pruned_loss=0.05947, over 2474654.36 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05596, over 18193.93 utterances.], batch size: 146, lr: 2.44e-04
2022-08-31 05:29:51,108 INFO [train.py:927] (4/8) Epoch 16, batch 23500, giga_loss[loss=0.2305, simple_loss=0.3155, pruned_loss=0.07277, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.0293, over 91.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2955, pruned_loss=0.06389, over 2473737.25 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06259, over 18430.59 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2881, pruned_loss=0.06292, over 2468908.96 frames. utt_duration=1231 frames, utt_pad_proportion=0.06356, over 8031.83 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2954, pruned_loss=0.06362, over 2474150.58 frames. utt_duration=520 frames, utt_pad_proportion=0.06187, over 19085.48 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 05:31:36,210 INFO [train.py:927] (4/8) Epoch 16, batch 23550, giga_loss[loss=0.2246, simple_loss=0.3214, pruned_loss=0.06389, over 12300.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.04571, over 26.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3024, pruned_loss=0.06875, over 2473773.54 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06517, over 18754.43 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2887, pruned_loss=0.0632, over 2468819.95 frames. utt_duration=1222 frames, utt_pad_proportion=0.06682, over 8087.96 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.302, pruned_loss=0.06838, over 2474320.54 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06333, over 19475.50 utterances.], batch size: 26, lr: 2.44e-04
2022-08-31 05:33:23,137 INFO [train.py:927] (4/8) Epoch 16, batch 23600, giga_loss[loss=0.2612, simple_loss=0.339, pruned_loss=0.09166, over 12452.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03479, over 98.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3062, pruned_loss=0.07179, over 2473796.78 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06475, over 18744.72 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2884, pruned_loss=0.06314, over 2468659.19 frames. utt_duration=1228 frames, utt_pad_proportion=0.06564, over 8049.26 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3065, pruned_loss=0.07169, over 2474468.73 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06371, over 19583.47 utterances.], batch size: 98, lr: 2.44e-04
2022-08-31 05:35:09,156 INFO [train.py:927] (4/8) Epoch 16, batch 23650, libri_loss[loss=0.1639, simple_loss=0.2442, pruned_loss=0.04175, over 12186.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.03218, over 27.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.07586, over 2474452.54 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06399, over 19390.88 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.288, pruned_loss=0.06288, over 2468820.08 frames. utt_duration=1232 frames, utt_pad_proportion=0.06495, over 8028.64 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3115, pruned_loss=0.07638, over 2475011.53 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06347, over 20409.95 utterances.], batch size: 27, lr: 2.44e-04
2022-08-31 05:36:57,748 INFO [train.py:927] (4/8) Epoch 16, batch 23700, giga_loss[loss=0.2917, simple_loss=0.3641, pruned_loss=0.1097, over 12390.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03436, over 122.00 utterances.], tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08151, over 2475058.91 frames. utt_duration=466.4 frames, utt_pad_proportion=0.06826, over 21292.43 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2881, pruned_loss=0.06291, over 2468926.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06483, over 8049.06 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3182, pruned_loss=0.08211, over 2475505.61 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06776, over 22245.88 utterances.], batch size: 122, lr: 2.44e-04
2022-08-31 05:38:44,256 INFO [train.py:927] (4/8) Epoch 16, batch 23750, giga_loss[loss=0.2185, simple_loss=0.2994, pruned_loss=0.06878, over 12438.00 frames. utt_duration=906 frames, utt_pad_proportion=0.03209, over 55.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3167, pruned_loss=0.08214, over 2475810.69 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07295, over 21731.38 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06285, over 2468964.47 frames. utt_duration=1231 frames, utt_pad_proportion=0.06413, over 8033.45 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.0829, over 2476214.17 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07263, over 22676.58 utterances.], batch size: 55, lr: 2.44e-04
2022-08-31 05:40:27,081 INFO [train.py:927] (4/8) Epoch 16, batch 23800, giga_loss[loss=0.2608, simple_loss=0.3321, pruned_loss=0.09473, over 12391.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04637, over 31.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3184, pruned_loss=0.08286, over 2476289.25 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07703, over 22222.35 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06286, over 2469057.56 frames. utt_duration=1228 frames, utt_pad_proportion=0.06454, over 8050.16 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3197, pruned_loss=0.08361, over 2476587.21 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07653, over 23066.49 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 05:42:13,395 INFO [train.py:927] (4/8) Epoch 16, batch 23850, giga_loss[loss=0.2399, simple_loss=0.3281, pruned_loss=0.07584, over 12384.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03032, over 97.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3188, pruned_loss=0.0829, over 2475031.04 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0785, over 22455.60 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06267, over 2468709.32 frames. utt_duration=1229 frames, utt_pad_proportion=0.06353, over 8045.13 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3214, pruned_loss=0.08472, over 2475938.27 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07852, over 23870.89 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 05:44:03,812 INFO [train.py:927] (4/8) Epoch 16, batch 23900, libri_loss[loss=0.2382, simple_loss=0.3182, pruned_loss=0.0791, over 12287.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006802, over 37.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3178, pruned_loss=0.08085, over 2474195.85 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0782, over 22433.71 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2883, pruned_loss=0.06274, over 2468618.68 frames. utt_duration=1232 frames, utt_pad_proportion=0.06258, over 8024.35 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3203, pruned_loss=0.08259, over 2475119.56 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07865, over 23869.37 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 05:45:50,877 INFO [train.py:927] (4/8) Epoch 16, batch 23950, giga_loss[loss=0.2014, simple_loss=0.2904, pruned_loss=0.05623, over 12336.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03114, over 70.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3149, pruned_loss=0.07848, over 2473822.31 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0808, over 22827.79 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2882, pruned_loss=0.06271, over 2468557.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.0623, over 8024.99 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3176, pruned_loss=0.08027, over 2474730.94 frames. utt_duration=408.8 frames, utt_pad_proportion=0.08121, over 24300.91 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 05:47:36,338 INFO [train.py:927] (4/8) Epoch 16, batch 24000, giga_loss[loss=0.215, simple_loss=0.3002, pruned_loss=0.06488, over 12461.00 frames. utt_duration=581 frames, utt_pad_proportion=0.0333, over 86.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3136, pruned_loss=0.07738, over 2475078.89 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07529, over 22463.91 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2883, pruned_loss=0.06281, over 2468716.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06156, over 8020.65 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3159, pruned_loss=0.07891, over 2475741.78 frames. utt_duration=417.1 frames, utt_pad_proportion=0.0762, over 23826.51 utterances.], batch size: 86, lr: 2.44e-04
2022-08-31 05:47:36,339 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 05:47:50,324 INFO [train.py:967] (4/8) 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 05:49:40,437 INFO [train.py:927] (4/8) Epoch 16, batch 24050, giga_loss[loss=0.2204, simple_loss=0.3139, pruned_loss=0.06352, over 12477.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3125, pruned_loss=0.0765, over 2475335.76 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07172, over 21661.07 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2887, pruned_loss=0.06309, over 2468723.85 frames. utt_duration=1221 frames, utt_pad_proportion=0.06517, over 8099.96 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3145, pruned_loss=0.07777, over 2476004.91 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07157, over 22980.77 utterances.], batch size: 55, lr: 2.44e-04
2022-08-31 05:51:31,024 INFO [train.py:927] (4/8) Epoch 16, batch 24100, giga_loss[loss=0.2263, simple_loss=0.3217, pruned_loss=0.06548, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3135, pruned_loss=0.07468, over 2475179.70 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07145, over 21680.60 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2887, pruned_loss=0.06298, over 2468809.76 frames. utt_duration=1222 frames, utt_pad_proportion=0.06464, over 8088.44 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3154, pruned_loss=0.07593, over 2475717.88 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07152, over 22898.70 utterances.], batch size: 75, lr: 2.44e-04
2022-08-31 05:53:14,404 INFO [train.py:927] (4/8) Epoch 16, batch 24150, giga_loss[loss=0.2302, simple_loss=0.3073, pruned_loss=0.07654, over 12438.00 frames. utt_duration=579.9 frames, utt_pad_proportion=0.03504, over 86.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3126, pruned_loss=0.0741, over 2475202.14 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06854, over 20972.08 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.06298, over 2468401.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06413, over 8090.16 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3145, pruned_loss=0.07534, over 2476143.98 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06896, over 22237.28 utterances.], batch size: 86, lr: 2.44e-04
2022-08-31 05:54:58,297 INFO [train.py:927] (4/8) Epoch 16, batch 24200, giga_loss[loss=0.263, simple_loss=0.3298, pruned_loss=0.09805, over 12369.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04147, over 113.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3111, pruned_loss=0.07391, over 2474810.02 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06584, over 20177.06 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06279, over 2468217.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.06289, over 8040.21 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3136, pruned_loss=0.07535, over 2475893.83 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06678, over 21563.34 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 05:56:39,982 INFO [train.py:927] (4/8) Epoch 16, batch 24250, giga_loss[loss=0.2009, simple_loss=0.2979, pruned_loss=0.05193, over 12411.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04595, over 31.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3087, pruned_loss=0.07301, over 2475523.30 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06362, over 19145.93 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06268, over 2468493.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.06182, over 8014.32 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3116, pruned_loss=0.07456, over 2476323.73 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06494, over 20592.22 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 05:58:28,194 INFO [train.py:927] (4/8) Epoch 16, batch 24300, giga_loss[loss=0.2093, simple_loss=0.3038, pruned_loss=0.05734, over 12334.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03077, over 70.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3082, pruned_loss=0.07143, over 2475515.95 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06102, over 19026.57 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2879, pruned_loss=0.06256, over 2468497.92 frames. utt_duration=1235 frames, utt_pad_proportion=0.06114, over 8003.20 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3109, pruned_loss=0.07288, over 2476223.22 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06247, over 20325.93 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 06:00:13,256 INFO [train.py:927] (4/8) Epoch 16, batch 24350, giga_loss[loss=0.2015, simple_loss=0.2768, pruned_loss=0.06313, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05061, over 34.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.07041, over 2475093.58 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06469, over 18998.05 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2875, pruned_loss=0.06214, over 2468723.05 frames. utt_duration=1230 frames, utt_pad_proportion=0.06366, over 8041.32 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3098, pruned_loss=0.07233, over 2475757.58 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06472, over 20508.36 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 06:01:55,522 INFO [train.py:927] (4/8) Epoch 16, batch 24400, giga_loss[loss=0.2458, simple_loss=0.3233, pruned_loss=0.08417, over 12417.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06863, over 212.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3048, pruned_loss=0.07016, over 2475177.29 frames. utt_duration=518.5 frames, utt_pad_proportion=0.0659, over 19147.97 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2873, pruned_loss=0.0621, over 2468905.53 frames. utt_duration=1233 frames, utt_pad_proportion=0.06222, over 8018.52 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3082, pruned_loss=0.07195, over 2475712.13 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06637, over 20679.57 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 06:03:45,506 INFO [train.py:927] (4/8) Epoch 16, batch 24450, giga_loss[loss=0.1835, simple_loss=0.2637, pruned_loss=0.05161, over 12220.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04029, over 28.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3034, pruned_loss=0.07015, over 2475184.01 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06975, over 19209.90 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2874, pruned_loss=0.06204, over 2469155.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.06128, over 7996.28 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07179, over 2475473.19 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07024, over 20651.23 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 06:05:29,323 INFO [train.py:927] (4/8) Epoch 16, batch 24500, giga_loss[loss=0.232, simple_loss=0.3169, pruned_loss=0.07358, over 12307.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03286, over 48.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3021, pruned_loss=0.06997, over 2475191.87 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06914, over 19045.36 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2871, pruned_loss=0.06184, over 2469205.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.05974, over 7950.92 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3053, pruned_loss=0.07177, over 2475591.76 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07026, over 20614.46 utterances.], batch size: 48, lr: 2.44e-04
2022-08-31 06:07:11,497 INFO [train.py:927] (4/8) Epoch 16, batch 24550, giga_loss[loss=0.2277, simple_loss=0.3198, pruned_loss=0.06777, over 12250.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02887, over 54.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3019, pruned_loss=0.06901, over 2475189.58 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06749, over 19148.87 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06185, over 2469164.04 frames. utt_duration=1247 frames, utt_pad_proportion=0.05891, over 7932.94 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3048, pruned_loss=0.07056, over 2475651.75 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06888, over 20611.43 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 06:08:54,610 INFO [train.py:927] (4/8) Epoch 16, batch 24600, giga_loss[loss=0.2011, simple_loss=0.2776, pruned_loss=0.06234, over 12380.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04311, over 37.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3023, pruned_loss=0.06895, over 2474604.69 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07027, over 19268.94 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2867, pruned_loss=0.06173, over 2469101.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.05849, over 7918.66 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3049, pruned_loss=0.07035, over 2475051.71 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07138, over 20530.41 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 06:10:45,799 INFO [train.py:927] (4/8) Epoch 16, batch 24650, giga_loss[loss=0.2375, simple_loss=0.3189, pruned_loss=0.07809, over 12432.00 frames. utt_duration=858.5 frames, utt_pad_proportion=0.02662, over 58.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.0699, over 2474335.14 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06781, over 18677.85 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.287, pruned_loss=0.06176, over 2469095.80 frames. utt_duration=1252 frames, utt_pad_proportion=0.05729, over 7900.51 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3058, pruned_loss=0.07125, over 2474859.04 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06941, over 20060.72 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 06:12:31,152 INFO [train.py:927] (4/8) Epoch 16, batch 24700, giga_loss[loss=0.1909, simple_loss=0.2744, pruned_loss=0.05372, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04415, over 33.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3051, pruned_loss=0.07182, over 2474263.22 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07136, over 19222.56 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2877, pruned_loss=0.06215, over 2469072.16 frames. utt_duration=1226 frames, utt_pad_proportion=0.06502, over 8067.84 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3067, pruned_loss=0.07274, over 2474805.68 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06977, over 20423.24 utterances.], batch size: 33, lr: 2.44e-04
2022-08-31 06:14:17,577 INFO [train.py:927] (4/8) Epoch 16, batch 24750, giga_loss[loss=0.2763, simple_loss=0.346, pruned_loss=0.1033, over 12374.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3069, pruned_loss=0.07395, over 2473883.52 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07808, over 20602.66 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2875, pruned_loss=0.06206, over 2468719.22 frames. utt_duration=1228 frames, utt_pad_proportion=0.06457, over 8051.22 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3085, pruned_loss=0.07486, over 2474676.24 frames. utt_duration=458.2 frames, utt_pad_proportion=0.0768, over 21672.83 utterances.], batch size: 258, lr: 2.44e-04
2022-08-31 06:15:59,829 INFO [train.py:927] (4/8) Epoch 16, batch 24800, giga_loss[loss=0.2217, simple_loss=0.3168, pruned_loss=0.06327, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3065, pruned_loss=0.07266, over 2473555.93 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07926, over 20614.48 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2877, pruned_loss=0.06209, over 2468736.23 frames. utt_duration=1226 frames, utt_pad_proportion=0.0645, over 8067.22 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.0735, over 2474236.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07833, over 21613.80 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 06:17:48,692 INFO [train.py:927] (4/8) Epoch 16, batch 24850, giga_loss[loss=0.2516, simple_loss=0.3215, pruned_loss=0.09082, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07553, over 212.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3057, pruned_loss=0.0724, over 2473960.39 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07636, over 20844.18 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2878, pruned_loss=0.0621, over 2468656.06 frames. utt_duration=1227 frames, utt_pad_proportion=0.06388, over 8058.93 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07323, over 2474642.85 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07606, over 21871.00 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 06:19:31,701 INFO [train.py:927] (4/8) Epoch 16, batch 24900, libri_loss[loss=0.1801, simple_loss=0.265, pruned_loss=0.04763, over 12378.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006235, over 31.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3046, pruned_loss=0.07205, over 2474553.08 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07602, over 20579.63 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2882, pruned_loss=0.06227, over 2468928.46 frames. utt_duration=1218 frames, utt_pad_proportion=0.06746, over 8118.64 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3056, pruned_loss=0.07276, over 2474960.10 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07484, over 21572.07 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 06:21:17,670 INFO [train.py:927] (4/8) Epoch 16, batch 24950, giga_loss[loss=0.2434, simple_loss=0.3326, pruned_loss=0.07706, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06263, over 183.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3074, pruned_loss=0.07206, over 2474015.16 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07336, over 19922.88 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2885, pruned_loss=0.06235, over 2469163.20 frames. utt_duration=1209 frames, utt_pad_proportion=0.07004, over 8182.16 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3085, pruned_loss=0.0729, over 2474330.03 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07163, over 21092.61 utterances.], batch size: 183, lr: 2.44e-04
2022-08-31 06:23:02,885 INFO [train.py:927] (4/8) Epoch 16, batch 25000, giga_loss[loss=0.2457, simple_loss=0.3248, pruned_loss=0.08329, over 12380.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3091, pruned_loss=0.0721, over 2474359.87 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07005, over 20086.45 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2884, pruned_loss=0.06227, over 2469240.06 frames. utt_duration=1210 frames, utt_pad_proportion=0.06958, over 8170.40 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3103, pruned_loss=0.07292, over 2474586.49 frames. utt_duration=470.1 frames, utt_pad_proportion=0.06901, over 21119.30 utterances.], batch size: 133, lr: 2.44e-04
2022-08-31 06:24:48,020 INFO [train.py:927] (4/8) Epoch 16, batch 25050, giga_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.06852, over 12341.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03148, over 85.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3092, pruned_loss=0.07282, over 2474233.41 frames. utt_duration=502 frames, utt_pad_proportion=0.07197, over 19771.53 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.06194, over 2469104.50 frames. utt_duration=1220 frames, utt_pad_proportion=0.06771, over 8104.85 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3115, pruned_loss=0.07412, over 2474698.13 frames. utt_duration=471 frames, utt_pad_proportion=0.07166, over 21080.22 utterances.], batch size: 85, lr: 2.44e-04
2022-08-31 06:26:35,554 INFO [train.py:927] (4/8) Epoch 16, batch 25100, giga_loss[loss=0.1873, simple_loss=0.269, pruned_loss=0.05275, over 12369.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.03124, over 51.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3081, pruned_loss=0.07337, over 2473716.78 frames. utt_duration=489.5 frames, utt_pad_proportion=0.08071, over 20274.35 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2873, pruned_loss=0.06168, over 2469027.37 frames. utt_duration=1225 frames, utt_pad_proportion=0.06621, over 8072.54 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3111, pruned_loss=0.07502, over 2474311.70 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08059, over 21736.56 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 06:28:21,859 INFO [train.py:927] (4/8) Epoch 16, batch 25150, giga_loss[loss=0.2144, simple_loss=0.2952, pruned_loss=0.06681, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03358, over 37.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3074, pruned_loss=0.0736, over 2474048.35 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07696, over 20007.61 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06161, over 2469072.83 frames. utt_duration=1227 frames, utt_pad_proportion=0.06552, over 8061.08 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3102, pruned_loss=0.07518, over 2474564.04 frames. utt_duration=464 frames, utt_pad_proportion=0.0774, over 21397.67 utterances.], batch size: 37, lr: 2.44e-04
2022-08-31 06:30:07,729 INFO [train.py:927] (4/8) Epoch 16, batch 25200, giga_loss[loss=0.2286, simple_loss=0.3137, pruned_loss=0.07182, over 12469.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03272, over 86.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07392, over 2474302.29 frames. utt_duration=499 frames, utt_pad_proportion=0.07635, over 19891.76 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06165, over 2468754.36 frames. utt_duration=1220 frames, utt_pad_proportion=0.06843, over 8107.14 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07535, over 2475061.16 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07572, over 21154.26 utterances.], batch size: 86, lr: 2.44e-04
2022-08-31 06:31:50,550 INFO [train.py:927] (4/8) Epoch 16, batch 25250, giga_loss[loss=0.2159, simple_loss=0.2977, pruned_loss=0.06706, over 12449.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03225, over 86.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3061, pruned_loss=0.07356, over 2474745.20 frames. utt_duration=520.3 frames, utt_pad_proportion=0.07375, over 19078.11 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2876, pruned_loss=0.06188, over 2469394.83 frames. utt_duration=1209 frames, utt_pad_proportion=0.07028, over 8178.06 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.07493, over 2475013.64 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07286, over 20436.26 utterances.], batch size: 86, lr: 2.44e-04
2022-08-31 06:33:34,681 INFO [train.py:927] (4/8) Epoch 16, batch 25300, giga_loss[loss=0.2299, simple_loss=0.3153, pruned_loss=0.07221, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3065, pruned_loss=0.07357, over 2474923.62 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07474, over 19658.01 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2878, pruned_loss=0.06195, over 2469492.08 frames. utt_duration=1212 frames, utt_pad_proportion=0.06923, over 8160.56 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3085, pruned_loss=0.07481, over 2475149.46 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07439, over 20968.21 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 06:35:22,277 INFO [train.py:927] (4/8) Epoch 16, batch 25350, giga_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05339, over 12440.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.307, pruned_loss=0.07316, over 2474702.76 frames. utt_duration=527.1 frames, utt_pad_proportion=0.07144, over 18833.15 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2894, pruned_loss=0.06218, over 2469787.29 frames. utt_duration=1200 frames, utt_pad_proportion=0.0723, over 8241.52 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3077, pruned_loss=0.07427, over 2474773.05 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07017, over 20115.80 utterances.], batch size: 75, lr: 2.44e-04
2022-08-31 06:37:09,043 INFO [train.py:927] (4/8) Epoch 16, batch 25400, giga_loss[loss=0.2097, simple_loss=0.3167, pruned_loss=0.05132, over 12381.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02732, over 70.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.309, pruned_loss=0.0727, over 2474322.34 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07847, over 19778.77 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2895, pruned_loss=0.06225, over 2469469.23 frames. utt_duration=1199 frames, utt_pad_proportion=0.07216, over 8249.70 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3097, pruned_loss=0.07367, over 2474733.79 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07722, over 20932.52 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 06:38:53,171 INFO [train.py:927] (4/8) Epoch 16, batch 25450, giga_loss[loss=0.26, simple_loss=0.342, pruned_loss=0.08895, over 12364.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.312, pruned_loss=0.07408, over 2473778.30 frames. utt_duration=480 frames, utt_pad_proportion=0.08478, over 20679.85 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2898, pruned_loss=0.06247, over 2469018.75 frames. utt_duration=1191 frames, utt_pad_proportion=0.07507, over 8300.13 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3127, pruned_loss=0.07484, over 2474589.38 frames. utt_duration=456.3 frames, utt_pad_proportion=0.08262, over 21762.70 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 06:40:37,089 INFO [train.py:927] (4/8) Epoch 16, batch 25500, giga_loss[loss=0.2604, simple_loss=0.3462, pruned_loss=0.08737, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3127, pruned_loss=0.07506, over 2474279.97 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07791, over 20243.92 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2891, pruned_loss=0.06228, over 2469024.88 frames. utt_duration=1198 frames, utt_pad_proportion=0.07359, over 8255.04 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3146, pruned_loss=0.07624, over 2475101.59 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07708, over 21538.62 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 06:42:21,382 INFO [train.py:927] (4/8) Epoch 16, batch 25550, giga_loss[loss=0.2332, simple_loss=0.3163, pruned_loss=0.0751, over 12398.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.0337, over 122.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.312, pruned_loss=0.07479, over 2474425.65 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07411, over 19811.60 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2889, pruned_loss=0.06228, over 2468810.04 frames. utt_duration=1202 frames, utt_pad_proportion=0.07283, over 8225.33 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.314, pruned_loss=0.07591, over 2475345.24 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07392, over 21019.26 utterances.], batch size: 122, lr: 2.44e-04
2022-08-31 06:44:07,844 INFO [train.py:927] (4/8) Epoch 16, batch 25600, giga_loss[loss=0.1678, simple_loss=0.2596, pruned_loss=0.03805, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03564, over 28.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3119, pruned_loss=0.07328, over 2474336.38 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07429, over 20204.72 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2892, pruned_loss=0.06244, over 2468785.73 frames. utt_duration=1194 frames, utt_pad_proportion=0.07604, over 8280.15 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3137, pruned_loss=0.07425, over 2475210.72 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07311, over 21331.87 utterances.], batch size: 28, lr: 2.43e-04
2022-08-31 06:45:52,785 INFO [train.py:927] (4/8) Epoch 16, batch 25650, giga_loss[loss=0.2288, simple_loss=0.3042, pruned_loss=0.07668, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.03523, over 31.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3125, pruned_loss=0.07441, over 2474749.57 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07866, over 20762.61 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2891, pruned_loss=0.0625, over 2469276.91 frames. utt_duration=1186 frames, utt_pad_proportion=0.07912, over 8341.21 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3146, pruned_loss=0.07537, over 2475127.47 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0765, over 21880.88 utterances.], batch size: 31, lr: 2.43e-04
2022-08-31 06:47:36,858 INFO [train.py:927] (4/8) Epoch 16, batch 25700, giga_loss[loss=0.2255, simple_loss=0.3042, pruned_loss=0.07344, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0381, over 105.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3107, pruned_loss=0.07363, over 2474543.29 frames. utt_duration=481.6 frames, utt_pad_proportion=0.08275, over 20617.96 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2896, pruned_loss=0.06286, over 2469231.98 frames. utt_duration=1175 frames, utt_pad_proportion=0.0812, over 8414.97 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3127, pruned_loss=0.07453, over 2475091.83 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08007, over 21947.09 utterances.], batch size: 105, lr: 2.43e-04
2022-08-31 06:49:24,734 INFO [train.py:927] (4/8) Epoch 16, batch 25750, giga_loss[loss=0.2071, simple_loss=0.307, pruned_loss=0.05357, over 12416.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03412, over 75.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3083, pruned_loss=0.07308, over 2474577.08 frames. utt_duration=493.2 frames, utt_pad_proportion=0.08452, over 20128.16 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2895, pruned_loss=0.0627, over 2469168.21 frames. utt_duration=1167 frames, utt_pad_proportion=0.08413, over 8474.64 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3106, pruned_loss=0.07419, over 2475199.84 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08112, over 21413.31 utterances.], batch size: 75, lr: 2.43e-04
2022-08-31 06:51:10,856 INFO [train.py:927] (4/8) Epoch 16, batch 25800, giga_loss[loss=0.2437, simple_loss=0.3253, pruned_loss=0.08103, over 12420.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03931, over 105.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3089, pruned_loss=0.0747, over 2474482.48 frames. utt_duration=471.6 frames, utt_pad_proportion=0.0852, over 21052.53 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2894, pruned_loss=0.06271, over 2469000.05 frames. utt_duration=1161 frames, utt_pad_proportion=0.08714, over 8520.04 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3111, pruned_loss=0.07577, over 2475224.18 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08145, over 22240.48 utterances.], batch size: 105, lr: 2.43e-04
2022-08-31 06:52:50,786 INFO [train.py:927] (4/8) Epoch 16, batch 25850, giga_loss[loss=0.2066, simple_loss=0.3, pruned_loss=0.05664, over 12361.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05339, over 161.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.307, pruned_loss=0.07258, over 2474488.68 frames. utt_duration=462.8 frames, utt_pad_proportion=0.0825, over 21456.42 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2896, pruned_loss=0.06279, over 2468903.05 frames. utt_duration=1160 frames, utt_pad_proportion=0.08683, over 8522.44 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3086, pruned_loss=0.0734, over 2475176.04 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07979, over 22436.44 utterances.], batch size: 161, lr: 2.43e-04
2022-08-31 06:54:32,863 INFO [train.py:927] (4/8) Epoch 16, batch 25900, giga_loss[loss=0.2323, simple_loss=0.3123, pruned_loss=0.07609, over 12379.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04139, over 133.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.305, pruned_loss=0.07113, over 2474957.95 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07824, over 21093.26 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2892, pruned_loss=0.06244, over 2469370.25 frames. utt_duration=1169 frames, utt_pad_proportion=0.08432, over 8462.60 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3072, pruned_loss=0.07242, over 2475277.20 frames. utt_duration=443.6 frames, utt_pad_proportion=0.077, over 22394.71 utterances.], batch size: 133, lr: 2.43e-04
2022-08-31 06:56:15,236 INFO [train.py:927] (4/8) Epoch 16, batch 25950, giga_loss[loss=0.2207, simple_loss=0.3062, pruned_loss=0.0676, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04299, over 28.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3024, pruned_loss=0.07013, over 2474747.31 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07516, over 20519.22 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2894, pruned_loss=0.06246, over 2469438.32 frames. utt_duration=1164 frames, utt_pad_proportion=0.08438, over 8499.36 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3043, pruned_loss=0.07128, over 2475031.43 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07419, over 21737.54 utterances.], batch size: 28, lr: 2.43e-04
2022-08-31 06:57:55,617 INFO [train.py:927] (4/8) Epoch 16, batch 26000, giga_loss[loss=0.2464, simple_loss=0.325, pruned_loss=0.08395, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03907, over 123.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3043, pruned_loss=0.07098, over 2474961.67 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07108, over 20625.66 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2894, pruned_loss=0.06252, over 2469629.39 frames. utt_duration=1165 frames, utt_pad_proportion=0.08325, over 8489.47 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07198, over 2475136.62 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07082, over 21809.69 utterances.], batch size: 123, lr: 2.43e-04
2022-08-31 06:59:35,684 INFO [train.py:927] (4/8) Epoch 16, batch 26050, giga_loss[loss=0.2781, simple_loss=0.3422, pruned_loss=0.107, over 12386.00 frames. utt_duration=191.4 frames, utt_pad_proportion=0.1138, over 261.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.307, pruned_loss=0.07343, over 2474754.07 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08035, over 22222.29 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2898, pruned_loss=0.06289, over 2469838.42 frames. utt_duration=1164 frames, utt_pad_proportion=0.08245, over 8501.30 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3083, pruned_loss=0.07412, over 2474813.19 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07987, over 23446.34 utterances.], batch size: 261, lr: 2.43e-04
2022-08-31 07:01:18,597 INFO [train.py:927] (4/8) Epoch 16, batch 26100, giga_loss[loss=0.2277, simple_loss=0.3103, pruned_loss=0.07249, over 12420.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.0308, over 80.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07419, over 2474284.68 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07452, over 21333.62 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2898, pruned_loss=0.06286, over 2469832.05 frames. utt_duration=1168 frames, utt_pad_proportion=0.08057, over 8465.74 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07506, over 2474427.37 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07503, over 22706.51 utterances.], batch size: 80, lr: 2.43e-04
2022-08-31 07:03:06,468 INFO [train.py:927] (4/8) Epoch 16, batch 26150, giga_loss[loss=0.2118, simple_loss=0.3018, pruned_loss=0.06095, over 12303.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03621, over 51.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3078, pruned_loss=0.07381, over 2473770.17 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06957, over 20599.25 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2893, pruned_loss=0.06267, over 2469411.74 frames. utt_duration=1173 frames, utt_pad_proportion=0.07979, over 8428.95 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3097, pruned_loss=0.07481, over 2474313.70 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07049, over 21880.83 utterances.], batch size: 51, lr: 2.43e-04
2022-08-31 07:04:52,875 INFO [train.py:927] (4/8) Epoch 16, batch 26200, giga_loss[loss=0.2278, simple_loss=0.3196, pruned_loss=0.06802, over 12375.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03077, over 97.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.309, pruned_loss=0.07485, over 2474544.52 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06836, over 20863.43 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2886, pruned_loss=0.06228, over 2469278.78 frames. utt_duration=1181 frames, utt_pad_proportion=0.07844, over 8373.79 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3117, pruned_loss=0.07631, over 2475234.28 frames. utt_duration=446.7 frames, utt_pad_proportion=0.06957, over 22239.09 utterances.], batch size: 97, lr: 2.43e-04
2022-08-31 07:06:39,178 INFO [train.py:927] (4/8) Epoch 16, batch 26250, giga_loss[loss=0.2234, simple_loss=0.3024, pruned_loss=0.07215, over 12442.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3092, pruned_loss=0.07395, over 2474605.84 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07025, over 21242.45 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2886, pruned_loss=0.06225, over 2469197.19 frames. utt_duration=1181 frames, utt_pad_proportion=0.07716, over 8373.75 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3121, pruned_loss=0.07554, over 2475394.68 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07139, over 22744.99 utterances.], batch size: 86, lr: 2.43e-04
2022-08-31 07:08:24,630 INFO [train.py:927] (4/8) Epoch 16, batch 26300, giga_loss[loss=0.2789, simple_loss=0.3485, pruned_loss=0.1046, over 12375.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07532, over 212.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.0737, over 2473995.31 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06829, over 20570.28 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2887, pruned_loss=0.06237, over 2469180.94 frames. utt_duration=1185 frames, utt_pad_proportion=0.07556, over 8343.98 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.311, pruned_loss=0.07517, over 2474777.51 frames. utt_duration=448.8 frames, utt_pad_proportion=0.06979, over 22127.84 utterances.], batch size: 212, lr: 2.43e-04
2022-08-31 07:10:08,649 INFO [train.py:927] (4/8) Epoch 16, batch 26350, giga_loss[loss=0.2509, simple_loss=0.3172, pruned_loss=0.0923, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3086, pruned_loss=0.07475, over 2474675.01 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07749, over 21658.00 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2895, pruned_loss=0.06289, over 2469516.21 frames. utt_duration=1148 frames, utt_pad_proportion=0.08715, over 8613.84 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3105, pruned_loss=0.07576, over 2475132.13 frames. utt_duration=432 frames, utt_pad_proportion=0.0741, over 22995.95 utterances.], batch size: 182, lr: 2.43e-04
2022-08-31 07:11:22,336 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-31 07:13:48,430 INFO [train.py:927] (4/8) Epoch 17, batch 50, giga_loss[loss=0.2244, simple_loss=0.3059, pruned_loss=0.07141, over 12368.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06019, over 182.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3098, pruned_loss=0.06459, over 548465.94 frames. utt_duration=559.9 frames, utt_pad_proportion=0.04992, over 3928.92 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3051, pruned_loss=0.05995, over 36991.28 frames. utt_duration=1353 frames, utt_pad_proportion=0.006806, over 109.46 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3101, pruned_loss=0.06489, over 519222.76 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05098, over 3853.26 utterances.], batch size: 182, lr: 2.38e-04
2022-08-31 07:15:32,290 INFO [train.py:927] (4/8) Epoch 17, batch 100, giga_loss[loss=0.1828, simple_loss=0.2678, pruned_loss=0.04892, over 12391.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0447, over 146.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2901, pruned_loss=0.05728, over 974783.09 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06258, over 7036.57 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2918, pruned_loss=0.05432, over 109108.78 frames. utt_duration=1307 frames, utt_pad_proportion=0.0187, over 334.36 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2903, pruned_loss=0.05773, over 905657.34 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06434, over 6922.65 utterances.], batch size: 146, lr: 2.38e-04
2022-08-31 07:17:12,004 INFO [train.py:927] (4/8) Epoch 17, batch 150, giga_loss[loss=0.1537, simple_loss=0.233, pruned_loss=0.0372, over 12267.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02824, over 42.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2754, pruned_loss=0.05143, over 1306480.92 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06342, over 9726.22 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2893, pruned_loss=0.05231, over 144277.54 frames. utt_duration=1130 frames, utt_pad_proportion=0.09236, over 511.44 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2747, pruned_loss=0.05159, over 1234294.83 frames. utt_duration=516 frames, utt_pad_proportion=0.06172, over 9595.84 utterances.], batch size: 42, lr: 2.38e-04
2022-08-31 07:18:52,040 INFO [train.py:927] (4/8) Epoch 17, batch 200, giga_loss[loss=0.1785, simple_loss=0.2502, pruned_loss=0.05343, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06674, over 211.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2653, pruned_loss=0.0474, over 1565456.08 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06137, over 12006.02 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2917, pruned_loss=0.05131, over 179011.19 frames. utt_duration=1179 frames, utt_pad_proportion=0.07758, over 608.31 utterances.], giga_tot_loss[loss=0.1792, simple_loss=0.2637, pruned_loss=0.04738, over 1494665.86 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06071, over 11949.29 utterances.], batch size: 211, lr: 2.38e-04
2022-08-31 07:20:38,124 INFO [train.py:927] (4/8) Epoch 17, batch 250, giga_loss[loss=0.1561, simple_loss=0.2335, pruned_loss=0.03939, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03612, over 40.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2609, pruned_loss=0.04535, over 1767210.27 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05761, over 12756.89 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2884, pruned_loss=0.05172, over 268936.68 frames. utt_duration=1139 frames, utt_pad_proportion=0.09389, over 945.49 utterances.], giga_tot_loss[loss=0.1742, simple_loss=0.2585, pruned_loss=0.04494, over 1681145.86 frames. utt_duration=526 frames, utt_pad_proportion=0.05563, over 12821.44 utterances.], batch size: 40, lr: 2.38e-04
2022-08-31 07:22:20,536 INFO [train.py:927] (4/8) Epoch 17, batch 300, giga_loss[loss=0.1593, simple_loss=0.2437, pruned_loss=0.03743, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0239, over 45.00 utterances.], tot_loss[loss=0.1715, simple_loss=0.2564, pruned_loss=0.04333, over 1923922.15 frames. utt_duration=550 frames, utt_pad_proportion=0.06078, over 14031.90 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.287, pruned_loss=0.05149, over 312818.62 frames. utt_duration=1171 frames, utt_pad_proportion=0.08271, over 1069.71 utterances.], giga_tot_loss[loss=0.1698, simple_loss=0.254, pruned_loss=0.04281, over 1844344.25 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0598, over 14191.12 utterances.], batch size: 45, lr: 2.38e-04
2022-08-31 07:24:00,767 INFO [train.py:927] (4/8) Epoch 17, batch 350, giga_loss[loss=0.1582, simple_loss=0.2391, pruned_loss=0.03861, over 12418.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.1696, simple_loss=0.2539, pruned_loss=0.04268, over 2046435.64 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06076, over 14884.28 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2863, pruned_loss=0.05232, over 377113.68 frames. utt_duration=1201 frames, utt_pad_proportion=0.07125, over 1257.15 utterances.], giga_tot_loss[loss=0.1674, simple_loss=0.2511, pruned_loss=0.04184, over 1969313.87 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06058, over 15194.94 utterances.], batch size: 80, lr: 2.38e-04
2022-08-31 07:25:44,553 INFO [train.py:927] (4/8) Epoch 17, batch 400, giga_loss[loss=0.1472, simple_loss=0.2258, pruned_loss=0.03429, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03305, over 39.00 utterances.], tot_loss[loss=0.1661, simple_loss=0.2499, pruned_loss=0.04114, over 2140371.65 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05965, over 14837.49 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2865, pruned_loss=0.05248, over 418418.51 frames. utt_duration=1158 frames, utt_pad_proportion=0.08776, over 1447.21 utterances.], giga_tot_loss[loss=0.1637, simple_loss=0.247, pruned_loss=0.04021, over 2072661.14 frames. utt_duration=548.8 frames, utt_pad_proportion=0.0579, over 15149.22 utterances.], batch size: 39, lr: 2.38e-04
2022-08-31 07:27:29,601 INFO [train.py:927] (4/8) Epoch 17, batch 450, giga_loss[loss=0.1387, simple_loss=0.2202, pruned_loss=0.02864, over 12287.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02598, over 54.00 utterances.], tot_loss[loss=0.1634, simple_loss=0.2468, pruned_loss=0.03994, over 2214605.42 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0701, over 16346.43 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2847, pruned_loss=0.05196, over 489037.39 frames. utt_duration=1145 frames, utt_pad_proportion=0.09613, over 1710.18 utterances.], giga_tot_loss[loss=0.1606, simple_loss=0.2435, pruned_loss=0.03887, over 2150977.78 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06753, over 16805.70 utterances.], batch size: 54, lr: 2.38e-04
2022-08-31 07:29:09,277 INFO [train.py:927] (4/8) Epoch 17, batch 500, giga_loss[loss=0.2415, simple_loss=0.3179, pruned_loss=0.08256, over 12399.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06545, over 211.00 utterances.], tot_loss[loss=0.1699, simple_loss=0.254, pruned_loss=0.04288, over 2272253.64 frames. utt_duration=524.7 frames, utt_pad_proportion=0.07227, over 17371.67 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2842, pruned_loss=0.05203, over 537977.99 frames. utt_duration=1152 frames, utt_pad_proportion=0.09209, over 1870.10 utterances.], giga_tot_loss[loss=0.1672, simple_loss=0.2507, pruned_loss=0.04182, over 2216497.64 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07039, over 17922.72 utterances.], batch size: 211, lr: 2.38e-04
2022-08-31 07:30:51,787 INFO [train.py:927] (4/8) Epoch 17, batch 550, giga_loss[loss=0.251, simple_loss=0.3336, pruned_loss=0.08416, over 12439.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05041, over 162.00 utterances.], tot_loss[loss=0.1806, simple_loss=0.2659, pruned_loss=0.04771, over 2317299.04 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0682, over 17124.43 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2839, pruned_loss=0.0516, over 605057.22 frames. utt_duration=1133 frames, utt_pad_proportion=0.09895, over 2138.80 utterances.], giga_tot_loss[loss=0.1782, simple_loss=0.2628, pruned_loss=0.04684, over 2266451.99 frames. utt_duration=511 frames, utt_pad_proportion=0.0655, over 17792.83 utterances.], batch size: 162, lr: 2.38e-04
2022-08-31 07:32:32,310 INFO [train.py:927] (4/8) Epoch 17, batch 600, giga_loss[loss=0.188, simple_loss=0.286, pruned_loss=0.04496, over 12403.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.184, simple_loss=0.2707, pruned_loss=0.04865, over 2351380.91 frames. utt_duration=541.6 frames, utt_pad_proportion=0.07242, over 17413.79 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2827, pruned_loss=0.05131, over 668638.31 frames. utt_duration=1159 frames, utt_pad_proportion=0.0904, over 2310.61 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2682, pruned_loss=0.04795, over 2306792.41 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07084, over 18280.35 utterances.], batch size: 58, lr: 2.38e-04
2022-08-31 07:34:13,999 INFO [train.py:927] (4/8) Epoch 17, batch 650, giga_loss[loss=0.1992, simple_loss=0.2926, pruned_loss=0.0529, over 12419.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06707, over 184.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2755, pruned_loss=0.05044, over 2378809.48 frames. utt_duration=528.4 frames, utt_pad_proportion=0.07629, over 18059.20 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05123, over 721933.48 frames. utt_duration=1139 frames, utt_pad_proportion=0.09691, over 2539.47 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2732, pruned_loss=0.04989, over 2340297.52 frames. utt_duration=495 frames, utt_pad_proportion=0.07382, over 18967.33 utterances.], batch size: 184, lr: 2.38e-04
2022-08-31 07:35:53,874 INFO [train.py:927] (4/8) Epoch 17, batch 700, giga_loss[loss=0.2841, simple_loss=0.3526, pruned_loss=0.1078, over 12368.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07527, over 212.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2796, pruned_loss=0.05284, over 2399748.41 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07674, over 19046.25 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2824, pruned_loss=0.05118, over 773506.44 frames. utt_duration=1163 frames, utt_pad_proportion=0.09028, over 2663.60 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2779, pruned_loss=0.05246, over 2366905.50 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07539, over 20086.88 utterances.], batch size: 212, lr: 2.38e-04
2022-08-31 07:37:37,151 INFO [train.py:927] (4/8) Epoch 17, batch 750, giga_loss[loss=0.2008, simple_loss=0.2909, pruned_loss=0.05538, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03503, over 123.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2846, pruned_loss=0.05482, over 2416393.95 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07254, over 18683.06 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2835, pruned_loss=0.05149, over 807341.55 frames. utt_duration=1171 frames, utt_pad_proportion=0.08629, over 2761.65 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.283, pruned_loss=0.0545, over 2389070.30 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07206, over 19712.46 utterances.], batch size: 123, lr: 2.38e-04
2022-08-31 07:39:19,896 INFO [train.py:927] (4/8) Epoch 17, batch 800, giga_loss[loss=0.2305, simple_loss=0.3145, pruned_loss=0.07332, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0406, over 113.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.287, pruned_loss=0.05541, over 2428840.64 frames. utt_duration=534.5 frames, utt_pad_proportion=0.07308, over 18228.35 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2825, pruned_loss=0.05113, over 856566.13 frames. utt_duration=1180 frames, utt_pad_proportion=0.08259, over 2906.83 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2861, pruned_loss=0.05536, over 2405713.64 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07301, over 19329.22 utterances.], batch size: 113, lr: 2.38e-04
2022-08-31 07:41:02,213 INFO [train.py:927] (4/8) Epoch 17, batch 850, giga_loss[loss=0.1958, simple_loss=0.2908, pruned_loss=0.05042, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02914, over 45.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2876, pruned_loss=0.05462, over 2437228.94 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06929, over 17347.07 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05065, over 880580.31 frames. utt_duration=1192 frames, utt_pad_proportion=0.08018, over 2958.92 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2872, pruned_loss=0.05478, over 2418539.32 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06973, over 18368.46 utterances.], batch size: 45, lr: 2.38e-04
2022-08-31 07:42:44,620 INFO [train.py:927] (4/8) Epoch 17, batch 900, giga_loss[loss=0.2521, simple_loss=0.3169, pruned_loss=0.09363, over 12346.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.0543, over 2444873.14 frames. utt_duration=562 frames, utt_pad_proportion=0.07509, over 17447.77 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2814, pruned_loss=0.05065, over 896406.26 frames. utt_duration=1169 frames, utt_pad_proportion=0.08896, over 3072.27 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05446, over 2429951.03 frames. utt_duration=533.4 frames, utt_pad_proportion=0.07365, over 18274.82 utterances.], batch size: 368, lr: 2.38e-04
2022-08-31 07:44:34,120 INFO [train.py:927] (4/8) Epoch 17, batch 950, giga_loss[loss=0.2193, simple_loss=0.2999, pruned_loss=0.06937, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2911, pruned_loss=0.05674, over 2451062.08 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06835, over 17046.55 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2811, pruned_loss=0.05024, over 942505.50 frames. utt_duration=1186 frames, utt_pad_proportion=0.08371, over 3182.73 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05718, over 2439014.07 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06814, over 18001.19 utterances.], batch size: 48, lr: 2.38e-04
2022-08-31 07:46:17,015 INFO [train.py:927] (4/8) Epoch 17, batch 1000, giga_loss[loss=0.2153, simple_loss=0.2993, pruned_loss=0.06566, over 12369.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03416, over 104.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2913, pruned_loss=0.05794, over 2455825.55 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06575, over 17381.01 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2803, pruned_loss=0.04975, over 972842.58 frames. utt_duration=1197 frames, utt_pad_proportion=0.08179, over 3255.49 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.292, pruned_loss=0.05862, over 2445946.63 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06592, over 18335.04 utterances.], batch size: 104, lr: 2.38e-04
2022-08-31 07:47:58,913 INFO [train.py:927] (4/8) Epoch 17, batch 1050, giga_loss[loss=0.1912, simple_loss=0.2819, pruned_loss=0.05024, over 12411.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.032, over 80.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2912, pruned_loss=0.05899, over 2459531.75 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06865, over 17687.89 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2811, pruned_loss=0.05036, over 1010107.19 frames. utt_duration=1196 frames, utt_pad_proportion=0.07935, over 3383.95 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2917, pruned_loss=0.0595, over 2451197.34 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06892, over 18662.25 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 07:49:43,558 INFO [train.py:927] (4/8) Epoch 17, batch 1100, giga_loss[loss=0.1885, simple_loss=0.2669, pruned_loss=0.05502, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03062, over 48.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.291, pruned_loss=0.05867, over 2463068.72 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06273, over 16996.20 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2815, pruned_loss=0.05055, over 1053644.59 frames. utt_duration=1205 frames, utt_pad_proportion=0.07527, over 3502.89 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2915, pruned_loss=0.05925, over 2455889.36 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06381, over 18051.54 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 07:51:28,543 INFO [train.py:927] (4/8) Epoch 17, batch 1150, giga_loss[loss=0.1724, simple_loss=0.2559, pruned_loss=0.04449, over 12361.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03212, over 97.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2872, pruned_loss=0.0572, over 2465237.07 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06468, over 17896.90 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2821, pruned_loss=0.05098, over 1101804.54 frames. utt_duration=1220 frames, utt_pad_proportion=0.07084, over 3616.61 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2876, pruned_loss=0.05773, over 2459850.22 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06607, over 19066.83 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 07:53:10,838 INFO [train.py:927] (4/8) Epoch 17, batch 1200, giga_loss[loss=0.1722, simple_loss=0.2632, pruned_loss=0.04065, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2836, pruned_loss=0.05617, over 2467322.89 frames. utt_duration=524.2 frames, utt_pad_proportion=0.07011, over 18882.10 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2821, pruned_loss=0.05103, over 1148998.17 frames. utt_duration=1210 frames, utt_pad_proportion=0.07434, over 3804.41 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.284, pruned_loss=0.05675, over 2462861.28 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07035, over 20134.85 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 07:54:53,607 INFO [train.py:927] (4/8) Epoch 17, batch 1250, giga_loss[loss=0.1898, simple_loss=0.2777, pruned_loss=0.05099, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03365, over 36.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2824, pruned_loss=0.05538, over 2468521.30 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06916, over 18866.99 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2817, pruned_loss=0.05073, over 1194332.98 frames. utt_duration=1223 frames, utt_pad_proportion=0.07039, over 3912.50 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2829, pruned_loss=0.05614, over 2465067.28 frames. utt_duration=488 frames, utt_pad_proportion=0.07008, over 20266.66 utterances.], batch size: 36, lr: 2.37e-04
2022-08-31 07:56:34,928 INFO [train.py:927] (4/8) Epoch 17, batch 1300, giga_loss[loss=0.1599, simple_loss=0.2415, pruned_loss=0.03919, over 12208.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.02933, over 36.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2796, pruned_loss=0.05404, over 2469883.44 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06616, over 18028.32 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2808, pruned_loss=0.05028, over 1226087.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06779, over 3982.11 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2804, pruned_loss=0.05493, over 2466949.19 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0676, over 19414.59 utterances.], batch size: 36, lr: 2.37e-04
2022-08-31 07:58:16,940 INFO [train.py:927] (4/8) Epoch 17, batch 1350, giga_loss[loss=0.1841, simple_loss=0.2675, pruned_loss=0.05031, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03329, over 58.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2762, pruned_loss=0.05282, over 2471068.57 frames. utt_duration=575.2 frames, utt_pad_proportion=0.0607, over 17228.72 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05014, over 1232434.33 frames. utt_duration=1237 frames, utt_pad_proportion=0.06736, over 3991.19 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2771, pruned_loss=0.05358, over 2468671.29 frames. utt_duration=539.3 frames, utt_pad_proportion=0.0623, over 18362.22 utterances.], batch size: 58, lr: 2.37e-04
2022-08-31 08:00:01,211 INFO [train.py:927] (4/8) Epoch 17, batch 1400, giga_loss[loss=0.1585, simple_loss=0.2414, pruned_loss=0.03774, over 12332.00 frames. utt_duration=914.9 frames, utt_pad_proportion=0.02252, over 54.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2736, pruned_loss=0.05216, over 2471321.75 frames. utt_duration=593.2 frames, utt_pad_proportion=0.05942, over 16705.72 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05016, over 1263525.23 frames. utt_duration=1240 frames, utt_pad_proportion=0.06499, over 4080.62 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2741, pruned_loss=0.05281, over 2469026.33 frames. utt_duration=556 frames, utt_pad_proportion=0.06119, over 17809.98 utterances.], batch size: 54, lr: 2.37e-04
2022-08-31 08:01:44,728 INFO [train.py:927] (4/8) Epoch 17, batch 1450, giga_loss[loss=0.2156, simple_loss=0.2954, pruned_loss=0.06788, over 12349.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2714, pruned_loss=0.05178, over 2471769.81 frames. utt_duration=627.3 frames, utt_pad_proportion=0.05554, over 15800.31 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2795, pruned_loss=0.04995, over 1299561.19 frames. utt_duration=1241 frames, utt_pad_proportion=0.06371, over 4194.11 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2719, pruned_loss=0.05244, over 2469708.56 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05744, over 16906.66 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 08:03:28,543 INFO [train.py:927] (4/8) Epoch 17, batch 1500, giga_loss[loss=0.1841, simple_loss=0.2675, pruned_loss=0.05036, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02848, over 48.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2709, pruned_loss=0.05182, over 2472229.12 frames. utt_duration=616.5 frames, utt_pad_proportion=0.0588, over 16079.36 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2806, pruned_loss=0.05062, over 1328743.65 frames. utt_duration=1199 frames, utt_pad_proportion=0.07684, over 4437.16 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2707, pruned_loss=0.05208, over 2470440.44 frames. utt_duration=582.4 frames, utt_pad_proportion=0.0571, over 17011.53 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 08:05:11,856 INFO [train.py:927] (4/8) Epoch 17, batch 1550, giga_loss[loss=0.2193, simple_loss=0.308, pruned_loss=0.06536, over 12390.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2711, pruned_loss=0.05184, over 2473164.27 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05979, over 16319.42 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2804, pruned_loss=0.05052, over 1351704.57 frames. utt_duration=1207 frames, utt_pad_proportion=0.07477, over 4485.13 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2708, pruned_loss=0.0521, over 2471509.87 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05878, over 17231.11 utterances.], batch size: 161, lr: 2.37e-04
2022-08-31 08:06:55,043 INFO [train.py:927] (4/8) Epoch 17, batch 1600, giga_loss[loss=0.2406, simple_loss=0.3273, pruned_loss=0.07692, over 12460.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0424, over 114.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2766, pruned_loss=0.05437, over 2473236.72 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06139, over 16805.72 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2812, pruned_loss=0.05069, over 1379449.05 frames. utt_duration=1194 frames, utt_pad_proportion=0.07848, over 4626.30 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2758, pruned_loss=0.05455, over 2471926.66 frames. utt_duration=561.1 frames, utt_pad_proportion=0.0596, over 17667.96 utterances.], batch size: 114, lr: 2.37e-04
2022-08-31 08:08:40,544 INFO [train.py:927] (4/8) Epoch 17, batch 1650, giga_loss[loss=0.2145, simple_loss=0.2922, pruned_loss=0.06838, over 12218.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03151, over 42.00 utterances.], tot_loss[loss=0.198, simple_loss=0.282, pruned_loss=0.05698, over 2472577.79 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06485, over 17606.28 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.281, pruned_loss=0.05046, over 1395535.63 frames. utt_duration=1204 frames, utt_pad_proportion=0.07742, over 4643.80 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2815, pruned_loss=0.05729, over 2471752.47 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06352, over 18431.38 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 08:10:26,595 INFO [train.py:927] (4/8) Epoch 17, batch 1700, libri_loss[loss=0.2259, simple_loss=0.306, pruned_loss=0.07285, over 12438.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02159, over 43.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2862, pruned_loss=0.05813, over 2472746.51 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06585, over 18013.89 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2801, pruned_loss=0.05016, over 1432611.09 frames. utt_duration=1212 frames, utt_pad_proportion=0.0746, over 4734.19 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2863, pruned_loss=0.05877, over 2472118.09 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06531, over 19017.77 utterances.], batch size: 43, lr: 2.37e-04
2022-08-31 08:12:09,510 INFO [train.py:927] (4/8) Epoch 17, batch 1750, giga_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05897, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02908, over 45.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2892, pruned_loss=0.05789, over 2473674.90 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0631, over 18185.00 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2801, pruned_loss=0.05018, over 1442807.46 frames. utt_duration=1215 frames, utt_pad_proportion=0.07363, over 4755.78 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2894, pruned_loss=0.05846, over 2473354.27 frames. utt_duration=520 frames, utt_pad_proportion=0.06299, over 19081.80 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:13:54,971 INFO [train.py:927] (4/8) Epoch 17, batch 1800, giga_loss[loss=0.191, simple_loss=0.277, pruned_loss=0.05251, over 12212.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03032, over 39.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2873, pruned_loss=0.05617, over 2473751.83 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05886, over 17663.70 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2795, pruned_loss=0.04993, over 1453088.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.073, over 4767.21 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2879, pruned_loss=0.05681, over 2473501.21 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05906, over 18478.36 utterances.], batch size: 39, lr: 2.37e-04
2022-08-31 08:15:41,282 INFO [train.py:927] (4/8) Epoch 17, batch 1850, giga_loss[loss=0.1974, simple_loss=0.2948, pruned_loss=0.04995, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03433, over 62.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2881, pruned_loss=0.05608, over 2473582.22 frames. utt_duration=557 frames, utt_pad_proportion=0.05844, over 17811.75 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2786, pruned_loss=0.04968, over 1483022.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.07069, over 4812.67 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2892, pruned_loss=0.05688, over 2473660.12 frames. utt_duration=529 frames, utt_pad_proportion=0.05899, over 18757.41 utterances.], batch size: 62, lr: 2.37e-04
2022-08-31 08:17:26,291 INFO [train.py:927] (4/8) Epoch 17, batch 1900, libri_loss[loss=0.1894, simple_loss=0.283, pruned_loss=0.04791, over 12176.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007392, over 33.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2903, pruned_loss=0.05776, over 2472857.50 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05918, over 17826.58 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2789, pruned_loss=0.04963, over 1502518.26 frames. utt_duration=1239 frames, utt_pad_proportion=0.0689, over 4857.05 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2912, pruned_loss=0.05856, over 2473074.97 frames. utt_duration=528.5 frames, utt_pad_proportion=0.05991, over 18771.35 utterances.], batch size: 33, lr: 2.37e-04
2022-08-31 08:19:13,665 INFO [train.py:927] (4/8) Epoch 17, batch 1950, giga_loss[loss=0.2102, simple_loss=0.2893, pruned_loss=0.06555, over 12439.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2922, pruned_loss=0.05901, over 2472914.70 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06063, over 17668.86 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2794, pruned_loss=0.04994, over 1521826.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.07632, over 5009.55 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2928, pruned_loss=0.05959, over 2473054.32 frames. utt_duration=536 frames, utt_pad_proportion=0.0591, over 18505.25 utterances.], batch size: 105, lr: 2.37e-04
2022-08-31 08:20:58,218 INFO [train.py:927] (4/8) Epoch 17, batch 2000, giga_loss[loss=0.2085, simple_loss=0.3006, pruned_loss=0.05823, over 12376.00 frames. utt_duration=272 frames, utt_pad_proportion=0.0652, over 183.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2932, pruned_loss=0.05979, over 2474092.31 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06075, over 17885.29 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2791, pruned_loss=0.04982, over 1536006.20 frames. utt_duration=1222 frames, utt_pad_proportion=0.07496, over 5034.32 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.294, pruned_loss=0.06043, over 2474220.62 frames. utt_duration=531 frames, utt_pad_proportion=0.0598, over 18689.12 utterances.], batch size: 183, lr: 2.37e-04
2022-08-31 08:22:41,828 INFO [train.py:927] (4/8) Epoch 17, batch 2050, libri_loss[loss=0.1641, simple_loss=0.2605, pruned_loss=0.03383, over 12299.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006295, over 35.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2952, pruned_loss=0.06084, over 2473098.32 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05859, over 17765.44 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2783, pruned_loss=0.04939, over 1554315.19 frames. utt_duration=1230 frames, utt_pad_proportion=0.07322, over 5062.44 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2966, pruned_loss=0.06182, over 2473493.42 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05826, over 18620.06 utterances.], batch size: 35, lr: 2.37e-04
2022-08-31 08:24:26,092 INFO [train.py:927] (4/8) Epoch 17, batch 2100, giga_loss[loss=0.1975, simple_loss=0.2815, pruned_loss=0.05677, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04446, over 31.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2942, pruned_loss=0.06055, over 2472810.70 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06045, over 17431.43 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2783, pruned_loss=0.04938, over 1572498.53 frames. utt_duration=1235 frames, utt_pad_proportion=0.07141, over 5100.87 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2956, pruned_loss=0.06153, over 2473174.29 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06045, over 18291.41 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 08:26:12,681 INFO [train.py:927] (4/8) Epoch 17, batch 2150, giga_loss[loss=0.1968, simple_loss=0.2867, pruned_loss=0.05343, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0275, over 48.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2937, pruned_loss=0.0607, over 2472938.33 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06267, over 17303.47 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2786, pruned_loss=0.04944, over 1586107.93 frames. utt_duration=1233 frames, utt_pad_proportion=0.07132, over 5150.94 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2949, pruned_loss=0.06159, over 2473074.25 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06256, over 18104.83 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 08:27:54,512 INFO [train.py:927] (4/8) Epoch 17, batch 2200, giga_loss[loss=0.2218, simple_loss=0.3065, pruned_loss=0.06857, over 12366.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07553, over 212.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.295, pruned_loss=0.06157, over 2473733.42 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06053, over 16895.79 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2789, pruned_loss=0.04934, over 1616806.22 frames. utt_duration=1216 frames, utt_pad_proportion=0.07599, over 5323.70 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2963, pruned_loss=0.06272, over 2473748.69 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05924, over 17768.33 utterances.], batch size: 212, lr: 2.37e-04
2022-08-31 08:29:46,132 INFO [train.py:927] (4/8) Epoch 17, batch 2250, giga_loss[loss=0.212, simple_loss=0.2976, pruned_loss=0.06322, over 12340.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03026, over 91.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2953, pruned_loss=0.06128, over 2472670.91 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06374, over 16707.92 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2798, pruned_loss=0.04983, over 1637760.03 frames. utt_duration=1203 frames, utt_pad_proportion=0.08, over 5451.51 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2961, pruned_loss=0.06218, over 2472901.36 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06131, over 17547.85 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 08:31:29,674 INFO [train.py:927] (4/8) Epoch 17, batch 2300, giga_loss[loss=0.1931, simple_loss=0.2685, pruned_loss=0.05886, over 12333.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2154, over 374.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2953, pruned_loss=0.06195, over 2471868.24 frames. utt_duration=609.2 frames, utt_pad_proportion=0.06389, over 16271.03 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2797, pruned_loss=0.04973, over 1653913.94 frames. utt_duration=1209 frames, utt_pad_proportion=0.07816, over 5479.27 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2963, pruned_loss=0.06293, over 2472418.93 frames. utt_duration=579.6 frames, utt_pad_proportion=0.0623, over 17108.33 utterances.], batch size: 374, lr: 2.37e-04
2022-08-31 08:33:14,052 INFO [train.py:927] (4/8) Epoch 17, batch 2350, giga_loss[loss=0.18, simple_loss=0.2588, pruned_loss=0.05058, over 12358.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2922, pruned_loss=0.06017, over 2471942.18 frames. utt_duration=618.3 frames, utt_pad_proportion=0.06475, over 16030.02 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.28, pruned_loss=0.0498, over 1682024.08 frames. utt_duration=1190 frames, utt_pad_proportion=0.08264, over 5660.66 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2932, pruned_loss=0.06128, over 2472455.21 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06163, over 16869.43 utterances.], batch size: 371, lr: 2.37e-04
2022-08-31 08:34:57,415 INFO [train.py:927] (4/8) Epoch 17, batch 2400, giga_loss[loss=0.1872, simple_loss=0.2612, pruned_loss=0.0566, over 12101.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03918, over 30.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2894, pruned_loss=0.05887, over 2471413.32 frames. utt_duration=624.6 frames, utt_pad_proportion=0.06301, over 15865.32 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2794, pruned_loss=0.04957, over 1701455.67 frames. utt_duration=1198 frames, utt_pad_proportion=0.08054, over 5686.98 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2908, pruned_loss=0.06011, over 2471920.90 frames. utt_duration=591.9 frames, utt_pad_proportion=0.0611, over 16746.04 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 08:36:42,033 INFO [train.py:927] (4/8) Epoch 17, batch 2450, giga_loss[loss=0.1705, simple_loss=0.2648, pruned_loss=0.03811, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2869, pruned_loss=0.05787, over 2471570.79 frames. utt_duration=632.3 frames, utt_pad_proportion=0.06141, over 15673.25 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2792, pruned_loss=0.04948, over 1724175.53 frames. utt_duration=1207 frames, utt_pad_proportion=0.07826, over 5719.84 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2884, pruned_loss=0.05917, over 2472051.56 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06049, over 16635.61 utterances.], batch size: 62, lr: 2.37e-04
2022-08-31 08:38:25,773 INFO [train.py:927] (4/8) Epoch 17, batch 2500, giga_loss[loss=0.2271, simple_loss=0.3058, pruned_loss=0.07415, over 12426.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07152, over 212.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2842, pruned_loss=0.05711, over 2472178.45 frames. utt_duration=632.1 frames, utt_pad_proportion=0.05803, over 15680.20 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2793, pruned_loss=0.04946, over 1735222.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.077, over 5734.97 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2854, pruned_loss=0.05826, over 2472663.94 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05775, over 16560.71 utterances.], batch size: 212, lr: 2.37e-04
2022-08-31 08:40:08,623 INFO [train.py:927] (4/8) Epoch 17, batch 2550, giga_loss[loss=0.1956, simple_loss=0.2815, pruned_loss=0.05485, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03445, over 37.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2822, pruned_loss=0.05609, over 2472021.86 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06131, over 16253.65 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2791, pruned_loss=0.04938, over 1742529.06 frames. utt_duration=1212 frames, utt_pad_proportion=0.07654, over 5758.61 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2833, pruned_loss=0.0571, over 2472444.54 frames. utt_duration=582.9 frames, utt_pad_proportion=0.061, over 17010.74 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 08:41:53,049 INFO [train.py:927] (4/8) Epoch 17, batch 2600, giga_loss[loss=0.16, simple_loss=0.248, pruned_loss=0.03603, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03703, over 51.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2839, pruned_loss=0.05635, over 2472649.54 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06109, over 17207.60 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2787, pruned_loss=0.04926, over 1749708.36 frames. utt_duration=1216 frames, utt_pad_proportion=0.0758, over 5762.02 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.285, pruned_loss=0.05728, over 2473080.05 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06103, over 17897.38 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 08:43:35,014 INFO [train.py:927] (4/8) Epoch 17, batch 2650, giga_loss[loss=0.1765, simple_loss=0.2626, pruned_loss=0.04514, over 12286.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02619, over 54.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2837, pruned_loss=0.05512, over 2473303.09 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06007, over 17003.40 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2791, pruned_loss=0.04928, over 1788500.76 frames. utt_duration=1223 frames, utt_pad_proportion=0.0721, over 5854.59 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2847, pruned_loss=0.0562, over 2473643.43 frames. utt_duration=549 frames, utt_pad_proportion=0.06092, over 18070.82 utterances.], batch size: 54, lr: 2.37e-04
2022-08-31 08:45:17,624 INFO [train.py:927] (4/8) Epoch 17, batch 2700, giga_loss[loss=0.2025, simple_loss=0.2767, pruned_loss=0.06416, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03169, over 37.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2831, pruned_loss=0.05441, over 2474549.21 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0577, over 17525.69 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2793, pruned_loss=0.04938, over 1798693.40 frames. utt_duration=1226 frames, utt_pad_proportion=0.07088, over 5876.66 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2837, pruned_loss=0.05527, over 2474867.23 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05875, over 18504.69 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 08:47:00,224 INFO [train.py:927] (4/8) Epoch 17, batch 2750, libri_loss[loss=0.1982, simple_loss=0.2851, pruned_loss=0.05563, over 12120.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006369, over 32.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2826, pruned_loss=0.05436, over 2473983.90 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05952, over 17558.29 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2794, pruned_loss=0.04942, over 1808606.77 frames. utt_duration=1228 frames, utt_pad_proportion=0.06992, over 5897.33 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2831, pruned_loss=0.05508, over 2474418.23 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06049, over 18473.84 utterances.], batch size: 32, lr: 2.37e-04
2022-08-31 08:48:41,770 INFO [train.py:927] (4/8) Epoch 17, batch 2800, giga_loss[loss=0.1808, simple_loss=0.2684, pruned_loss=0.04659, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03652, over 40.00 utterances.], tot_loss[loss=0.198, simple_loss=0.285, pruned_loss=0.05552, over 2473479.11 frames. utt_duration=576.4 frames, utt_pad_proportion=0.0612, over 17209.13 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2798, pruned_loss=0.04963, over 1821953.45 frames. utt_duration=1215 frames, utt_pad_proportion=0.07392, over 6007.92 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2852, pruned_loss=0.05605, over 2473716.05 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06062, over 18044.59 utterances.], batch size: 40, lr: 2.37e-04
2022-08-31 08:50:24,354 INFO [train.py:927] (4/8) Epoch 17, batch 2850, giga_loss[loss=0.1883, simple_loss=0.2848, pruned_loss=0.04583, over 12373.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03962, over 145.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2868, pruned_loss=0.05581, over 2473839.37 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05873, over 17113.53 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.28, pruned_loss=0.04967, over 1837940.80 frames. utt_duration=1217 frames, utt_pad_proportion=0.07235, over 6046.42 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.287, pruned_loss=0.05635, over 2474135.62 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05874, over 17988.75 utterances.], batch size: 145, lr: 2.37e-04
2022-08-31 08:52:08,332 INFO [train.py:927] (4/8) Epoch 17, batch 2900, giga_loss[loss=0.1824, simple_loss=0.2656, pruned_loss=0.04955, over 12409.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05038, over 34.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2874, pruned_loss=0.05541, over 2474721.58 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05635, over 16561.34 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2804, pruned_loss=0.0499, over 1857000.63 frames. utt_duration=1208 frames, utt_pad_proportion=0.07629, over 6154.96 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2875, pruned_loss=0.05585, over 2474767.24 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05495, over 17464.88 utterances.], batch size: 34, lr: 2.37e-04
2022-08-31 08:53:50,230 INFO [train.py:927] (4/8) Epoch 17, batch 2950, giga_loss[loss=0.2009, simple_loss=0.2887, pruned_loss=0.05654, over 12371.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03817, over 113.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2858, pruned_loss=0.0551, over 2473120.47 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05251, over 16088.06 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2801, pruned_loss=0.0498, over 1871712.40 frames. utt_duration=1213 frames, utt_pad_proportion=0.07484, over 6180.63 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2863, pruned_loss=0.05565, over 2473695.77 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05183, over 17020.18 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 08:55:30,495 INFO [train.py:927] (4/8) Epoch 17, batch 3000, giga_loss[loss=0.1784, simple_loss=0.2605, pruned_loss=0.04816, over 12152.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04473, over 28.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2837, pruned_loss=0.05457, over 2472608.00 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05234, over 16177.94 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2797, pruned_loss=0.04982, over 1892425.10 frames. utt_duration=1220 frames, utt_pad_proportion=0.07276, over 6213.93 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2845, pruned_loss=0.05516, over 2473125.81 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05214, over 17210.30 utterances.], batch size: 28, lr: 2.37e-04
2022-08-31 08:55:30,496 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 08:55:44,024 INFO [train.py:967] (4/8) 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] (4/8) Epoch 17, batch 3050, giga_loss[loss=0.1787, simple_loss=0.2723, pruned_loss=0.04261, over 12458.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.02719, over 55.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2848, pruned_loss=0.05428, over 2473036.59 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05246, over 16568.30 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2796, pruned_loss=0.04984, over 1904073.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.07144, over 6228.49 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2855, pruned_loss=0.05483, over 2473343.98 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05258, over 17555.67 utterances.], batch size: 55, lr: 2.37e-04
2022-08-31 08:59:00,931 INFO [train.py:927] (4/8) Epoch 17, batch 3100, libri_loss[loss=0.1983, simple_loss=0.3003, pruned_loss=0.04814, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01094, over 39.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2852, pruned_loss=0.05416, over 2472894.22 frames. utt_duration=576 frames, utt_pad_proportion=0.05408, over 17217.66 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2799, pruned_loss=0.04969, over 1918122.35 frames. utt_duration=1227 frames, utt_pad_proportion=0.06979, over 6258.54 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2857, pruned_loss=0.05481, over 2473156.17 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05448, over 18243.02 utterances.], batch size: 39, lr: 2.37e-04
2022-08-31 09:00:48,713 INFO [train.py:927] (4/8) Epoch 17, batch 3150, libri_loss[loss=0.1642, simple_loss=0.2511, pruned_loss=0.03869, over 12404.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007294, over 30.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2834, pruned_loss=0.05462, over 2472426.49 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05807, over 17545.41 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2793, pruned_loss=0.04945, over 1931620.06 frames. utt_duration=1232 frames, utt_pad_proportion=0.06854, over 6276.92 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2843, pruned_loss=0.05542, over 2472844.18 frames. utt_duration=533 frames, utt_pad_proportion=0.05848, over 18610.23 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 09:02:29,126 INFO [train.py:927] (4/8) Epoch 17, batch 3200, giga_loss[loss=0.2142, simple_loss=0.2991, pruned_loss=0.06462, over 12427.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04451, over 114.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2816, pruned_loss=0.05473, over 2472409.60 frames. utt_duration=563.8 frames, utt_pad_proportion=0.05861, over 17588.64 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2789, pruned_loss=0.0493, over 1936985.79 frames. utt_duration=1237 frames, utt_pad_proportion=0.06806, over 6270.16 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2826, pruned_loss=0.05551, over 2472779.38 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05902, over 18530.90 utterances.], batch size: 114, lr: 2.37e-04
2022-08-31 09:04:07,656 INFO [train.py:927] (4/8) Epoch 17, batch 3250, giga_loss[loss=0.1753, simple_loss=0.2623, pruned_loss=0.04417, over 12369.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2793, pruned_loss=0.05366, over 2473296.61 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05582, over 17523.38 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2791, pruned_loss=0.04934, over 1953002.49 frames. utt_duration=1242 frames, utt_pad_proportion=0.06627, over 6296.68 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.28, pruned_loss=0.05439, over 2473457.78 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05674, over 18574.12 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 09:05:50,691 INFO [train.py:927] (4/8) Epoch 17, batch 3300, giga_loss[loss=0.2017, simple_loss=0.2828, pruned_loss=0.06031, over 12364.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2764, pruned_loss=0.05267, over 2473553.84 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05608, over 17428.25 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2787, pruned_loss=0.04927, over 1960496.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.0654, over 6294.26 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2772, pruned_loss=0.05334, over 2473914.04 frames. utt_duration=539.3 frames, utt_pad_proportion=0.057, over 18399.92 utterances.], batch size: 366, lr: 2.37e-04
2022-08-31 09:07:30,027 INFO [train.py:927] (4/8) Epoch 17, batch 3350, giga_loss[loss=0.2101, simple_loss=0.2971, pruned_loss=0.06151, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.0345, over 86.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2784, pruned_loss=0.05347, over 2472979.65 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05409, over 17303.73 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2786, pruned_loss=0.04933, over 1968034.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.06473, over 6309.72 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2791, pruned_loss=0.05401, over 2473374.66 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05508, over 18207.51 utterances.], batch size: 86, lr: 2.37e-04
2022-08-31 09:09:10,049 INFO [train.py:927] (4/8) Epoch 17, batch 3400, giga_loss[loss=0.2113, simple_loss=0.3078, pruned_loss=0.05742, over 12434.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04161, over 114.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2806, pruned_loss=0.0536, over 2473168.22 frames. utt_duration=578 frames, utt_pad_proportion=0.0548, over 17159.61 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2793, pruned_loss=0.04942, over 1982662.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06381, over 6357.25 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2806, pruned_loss=0.05407, over 2473775.23 frames. utt_duration=547.5 frames, utt_pad_proportion=0.0557, over 18123.82 utterances.], batch size: 114, lr: 2.37e-04
2022-08-31 09:10:51,274 INFO [train.py:927] (4/8) Epoch 17, batch 3450, giga_loss[loss=0.2199, simple_loss=0.3013, pruned_loss=0.06926, over 12333.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0336, over 97.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.283, pruned_loss=0.05497, over 2473440.09 frames. utt_duration=571.2 frames, utt_pad_proportion=0.0546, over 17366.54 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.279, pruned_loss=0.04936, over 1994562.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.06257, over 6354.32 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2833, pruned_loss=0.0555, over 2474150.70 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05565, over 18391.89 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 09:12:36,564 INFO [train.py:927] (4/8) Epoch 17, batch 3500, libri_loss[loss=0.172, simple_loss=0.2662, pruned_loss=0.03888, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007384, over 31.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2886, pruned_loss=0.05884, over 2473792.19 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06026, over 17775.99 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2794, pruned_loss=0.04949, over 2013405.41 frames. utt_duration=1263 frames, utt_pad_proportion=0.06022, over 6385.36 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.289, pruned_loss=0.0595, over 2474376.66 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06146, over 18999.98 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 09:14:19,007 INFO [train.py:927] (4/8) Epoch 17, batch 3550, giga_loss[loss=0.296, simple_loss=0.3583, pruned_loss=0.1168, over 12374.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2958, pruned_loss=0.06364, over 2473895.13 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07112, over 19544.45 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.279, pruned_loss=0.04942, over 2022209.89 frames. utt_duration=1268 frames, utt_pad_proportion=0.05956, over 6385.53 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2965, pruned_loss=0.06441, over 2474661.35 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07164, over 20734.52 utterances.], batch size: 257, lr: 2.37e-04
2022-08-31 09:16:03,186 INFO [train.py:927] (4/8) Epoch 17, batch 3600, giga_loss[loss=0.2425, simple_loss=0.3224, pruned_loss=0.08127, over 12377.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.0316, over 51.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3023, pruned_loss=0.06844, over 2474171.70 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07381, over 19832.91 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2794, pruned_loss=0.04952, over 2033409.93 frames. utt_duration=1267 frames, utt_pad_proportion=0.05915, over 6428.20 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.303, pruned_loss=0.06937, over 2474783.70 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07434, over 21047.06 utterances.], batch size: 51, lr: 2.37e-04
2022-08-31 09:17:46,247 INFO [train.py:927] (4/8) Epoch 17, batch 3650, giga_loss[loss=0.2563, simple_loss=0.3395, pruned_loss=0.08653, over 12431.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0306, over 80.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3054, pruned_loss=0.07049, over 2473599.96 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07723, over 19974.41 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.28, pruned_loss=0.04992, over 2048333.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.0669, over 6604.35 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3063, pruned_loss=0.07157, over 2474337.67 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07576, over 21222.07 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 09:19:34,131 INFO [train.py:927] (4/8) Epoch 17, batch 3700, giga_loss[loss=0.2769, simple_loss=0.3426, pruned_loss=0.1056, over 12192.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03351, over 42.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.0748, over 2473299.50 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07787, over 20525.32 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2804, pruned_loss=0.05015, over 2054882.57 frames. utt_duration=1243 frames, utt_pad_proportion=0.06591, over 6620.19 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3105, pruned_loss=0.07577, over 2473697.40 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07702, over 21679.27 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 09:21:22,013 INFO [train.py:927] (4/8) Epoch 17, batch 3750, giga_loss[loss=0.2171, simple_loss=0.3035, pruned_loss=0.06529, over 12338.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03454, over 62.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3129, pruned_loss=0.07759, over 2473850.35 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0808, over 21081.84 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2802, pruned_loss=0.05013, over 2071292.03 frames. utt_duration=1251 frames, utt_pad_proportion=0.06371, over 6631.12 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07935, over 2474228.72 frames. utt_duration=441 frames, utt_pad_proportion=0.08065, over 22514.30 utterances.], batch size: 62, lr: 2.37e-04
2022-08-31 09:23:03,449 INFO [train.py:927] (4/8) Epoch 17, batch 3800, giga_loss[loss=0.2378, simple_loss=0.3092, pruned_loss=0.08319, over 12123.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04334, over 33.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3139, pruned_loss=0.07865, over 2473232.98 frames. utt_duration=468.8 frames, utt_pad_proportion=0.08134, over 21170.31 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2807, pruned_loss=0.05039, over 2088474.04 frames. utt_duration=1243 frames, utt_pad_proportion=0.06362, over 6730.55 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.08101, over 2474058.81 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08147, over 22842.99 utterances.], batch size: 33, lr: 2.37e-04
2022-08-31 09:24:48,684 INFO [train.py:927] (4/8) Epoch 17, batch 3850, giga_loss[loss=0.2774, simple_loss=0.3636, pruned_loss=0.09558, over 12405.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05013, over 161.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.316, pruned_loss=0.07945, over 2473946.45 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07963, over 21128.66 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2807, pruned_loss=0.05039, over 2088474.04 frames. utt_duration=1243 frames, utt_pad_proportion=0.06362, over 6730.55 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.318, pruned_loss=0.08129, over 2474589.21 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07983, over 22430.52 utterances.], batch size: 161, lr: 2.37e-04
2022-08-31 09:26:32,569 INFO [train.py:927] (4/8) Epoch 17, batch 3900, giga_loss[loss=0.2066, simple_loss=0.2935, pruned_loss=0.05982, over 12422.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03949, over 123.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3172, pruned_loss=0.08002, over 2473768.32 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08219, over 21477.66 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2806, pruned_loss=0.0503, over 2095767.60 frames. utt_duration=1249 frames, utt_pad_proportion=0.06292, over 6720.97 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3195, pruned_loss=0.0821, over 2474608.76 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0825, over 22790.12 utterances.], batch size: 123, lr: 2.37e-04
2022-08-31 09:28:17,307 INFO [train.py:927] (4/8) Epoch 17, batch 3950, giga_loss[loss=0.2286, simple_loss=0.3157, pruned_loss=0.07078, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03234, over 85.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3152, pruned_loss=0.07742, over 2473607.75 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07708, over 21340.16 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2804, pruned_loss=0.05026, over 2104460.18 frames. utt_duration=1256 frames, utt_pad_proportion=0.06171, over 6709.12 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3181, pruned_loss=0.07975, over 2474886.27 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07804, over 22735.68 utterances.], batch size: 85, lr: 2.37e-04
2022-08-31 09:30:00,821 INFO [train.py:927] (4/8) Epoch 17, batch 4000, libri_loss[loss=0.1955, simple_loss=0.2874, pruned_loss=0.05187, over 12112.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007408, over 32.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3121, pruned_loss=0.07537, over 2473307.32 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08149, over 21590.63 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2804, pruned_loss=0.05025, over 2116452.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.0602, over 6725.98 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3154, pruned_loss=0.07809, over 2475066.59 frames. utt_duration=428.6 frames, utt_pad_proportion=0.08256, over 23176.78 utterances.], batch size: 32, lr: 2.37e-04
2022-08-31 09:31:46,644 INFO [train.py:927] (4/8) Epoch 17, batch 4050, giga_loss[loss=0.2289, simple_loss=0.3117, pruned_loss=0.07309, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3108, pruned_loss=0.07445, over 2474099.09 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07817, over 21597.37 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05021, over 2119910.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.05977, over 6729.75 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3138, pruned_loss=0.07682, over 2475564.76 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07938, over 22962.77 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 09:33:39,490 INFO [train.py:927] (4/8) Epoch 17, batch 4100, giga_loss[loss=0.2209, simple_loss=0.3138, pruned_loss=0.06398, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03317, over 75.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3105, pruned_loss=0.07387, over 2473418.75 frames. utt_duration=469 frames, utt_pad_proportion=0.07847, over 21162.60 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2802, pruned_loss=0.0501, over 2124932.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05904, over 6722.84 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3133, pruned_loss=0.07615, over 2474826.41 frames. utt_duration=442.5 frames, utt_pad_proportion=0.0797, over 22446.86 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 09:35:24,866 INFO [train.py:927] (4/8) Epoch 17, batch 4150, libri_loss[loss=0.1658, simple_loss=0.2557, pruned_loss=0.03796, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005979, over 32.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3104, pruned_loss=0.07166, over 2473197.43 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07564, over 20794.49 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2802, pruned_loss=0.05011, over 2134838.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05748, over 6729.12 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3135, pruned_loss=0.0741, over 2474710.84 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07741, over 22221.24 utterances.], batch size: 32, lr: 2.37e-04
2022-08-31 09:37:11,685 INFO [train.py:927] (4/8) Epoch 17, batch 4200, giga_loss[loss=0.276, simple_loss=0.3543, pruned_loss=0.09889, over 12423.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06154, over 183.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3099, pruned_loss=0.07112, over 2473692.60 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07432, over 20784.03 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2805, pruned_loss=0.0502, over 2144925.05 frames. utt_duration=1274 frames, utt_pad_proportion=0.0561, over 6742.27 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.313, pruned_loss=0.0736, over 2474864.93 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07638, over 22313.65 utterances.], batch size: 183, lr: 2.37e-04
2022-08-31 09:39:05,684 INFO [train.py:927] (4/8) Epoch 17, batch 4250, giga_loss[loss=0.2312, simple_loss=0.3021, pruned_loss=0.08011, over 12405.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04649, over 31.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3084, pruned_loss=0.07102, over 2473718.51 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07226, over 20643.10 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05017, over 2151104.26 frames. utt_duration=1278 frames, utt_pad_proportion=0.05542, over 6742.33 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3112, pruned_loss=0.07337, over 2474962.09 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07431, over 22098.94 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 09:40:55,860 INFO [train.py:927] (4/8) Epoch 17, batch 4300, giga_loss[loss=0.2126, simple_loss=0.3002, pruned_loss=0.06253, over 12420.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03509, over 113.00 utterances.], tot_loss[loss=0.225, simple_loss=0.308, pruned_loss=0.07095, over 2474529.40 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06866, over 19887.24 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2806, pruned_loss=0.05027, over 2154324.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05504, over 6731.93 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3105, pruned_loss=0.07288, over 2475505.15 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07069, over 21149.41 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 09:42:43,945 INFO [train.py:927] (4/8) Epoch 17, batch 4350, giga_loss[loss=0.2198, simple_loss=0.3155, pruned_loss=0.06204, over 12330.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03493, over 62.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.31, pruned_loss=0.07249, over 2474794.95 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07137, over 20067.95 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2807, pruned_loss=0.05034, over 2159146.34 frames. utt_duration=1285 frames, utt_pad_proportion=0.05434, over 6729.93 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3122, pruned_loss=0.07426, over 2475516.41 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07311, over 21247.06 utterances.], batch size: 62, lr: 2.37e-04
2022-08-31 09:44:31,707 INFO [train.py:927] (4/8) Epoch 17, batch 4400, giga_loss[loss=0.2079, simple_loss=0.2928, pruned_loss=0.0615, over 12389.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02793, over 85.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3071, pruned_loss=0.07119, over 2473806.52 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07327, over 19995.43 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2807, pruned_loss=0.05039, over 2164719.70 frames. utt_duration=1290 frames, utt_pad_proportion=0.05344, over 6722.41 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3095, pruned_loss=0.07295, over 2475033.28 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07495, over 21195.56 utterances.], batch size: 85, lr: 2.37e-04
2022-08-31 09:46:20,613 INFO [train.py:927] (4/8) Epoch 17, batch 4450, giga_loss[loss=0.1798, simple_loss=0.2653, pruned_loss=0.04715, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03903, over 28.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07107, over 2472954.94 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07764, over 20337.83 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.281, pruned_loss=0.05057, over 2170790.67 frames. utt_duration=1289 frames, utt_pad_proportion=0.05288, over 6741.85 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3078, pruned_loss=0.07269, over 2473976.53 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07905, over 21516.42 utterances.], batch size: 28, lr: 2.37e-04
2022-08-31 09:48:07,719 INFO [train.py:927] (4/8) Epoch 17, batch 4500, libri_loss[loss=0.2207, simple_loss=0.3027, pruned_loss=0.06931, over 12272.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007731, over 37.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3044, pruned_loss=0.07091, over 2473316.64 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07424, over 20372.42 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2811, pruned_loss=0.05067, over 2173676.39 frames. utt_duration=1291 frames, utt_pad_proportion=0.05241, over 6744.44 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3062, pruned_loss=0.07229, over 2474245.85 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07571, over 21424.14 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 09:49:55,205 INFO [train.py:927] (4/8) Epoch 17, batch 4550, giga_loss[loss=0.231, simple_loss=0.3065, pruned_loss=0.07774, over 12455.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.034, over 43.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.304, pruned_loss=0.07026, over 2473738.75 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07439, over 20510.68 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2813, pruned_loss=0.05069, over 2180910.71 frames. utt_duration=1294 frames, utt_pad_proportion=0.05135, over 6751.84 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3057, pruned_loss=0.07178, over 2474648.68 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07605, over 21658.84 utterances.], batch size: 43, lr: 2.37e-04
2022-08-31 09:51:37,494 INFO [train.py:927] (4/8) Epoch 17, batch 4600, giga_loss[loss=0.225, simple_loss=0.3135, pruned_loss=0.0683, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03874, over 123.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3035, pruned_loss=0.06944, over 2474206.30 frames. utt_duration=481.8 frames, utt_pad_proportion=0.0776, over 20602.64 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.282, pruned_loss=0.05078, over 2196411.51 frames. utt_duration=1281 frames, utt_pad_proportion=0.0537, over 6864.47 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3056, pruned_loss=0.0716, over 2475164.80 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07858, over 22134.68 utterances.], batch size: 123, lr: 2.36e-04
2022-08-31 09:53:23,830 INFO [train.py:927] (4/8) Epoch 17, batch 4650, giga_loss[loss=0.2357, simple_loss=0.3163, pruned_loss=0.07755, over 12472.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02931, over 55.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3026, pruned_loss=0.06849, over 2474713.75 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07745, over 20575.07 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2812, pruned_loss=0.05041, over 2203031.57 frames. utt_duration=1289 frames, utt_pad_proportion=0.05284, over 6843.04 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3053, pruned_loss=0.07087, over 2475712.84 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07859, over 22100.52 utterances.], batch size: 55, lr: 2.36e-04
2022-08-31 09:55:11,399 INFO [train.py:927] (4/8) Epoch 17, batch 4700, giga_loss[loss=0.2422, simple_loss=0.3228, pruned_loss=0.0808, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02705, over 91.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3046, pruned_loss=0.07037, over 2474662.18 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07601, over 20888.22 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2811, pruned_loss=0.05045, over 2210861.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.05245, over 6867.63 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3074, pruned_loss=0.07275, over 2475666.74 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07733, over 22459.02 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 09:56:55,873 INFO [train.py:927] (4/8) Epoch 17, batch 4750, giga_loss[loss=0.2253, simple_loss=0.2967, pruned_loss=0.07692, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03918, over 40.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3054, pruned_loss=0.07211, over 2475540.31 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07659, over 20839.00 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05062, over 2221311.70 frames. utt_duration=1280 frames, utt_pad_proportion=0.05579, over 6951.57 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07463, over 2476293.57 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07695, over 22532.10 utterances.], batch size: 40, lr: 2.36e-04
2022-08-31 09:58:42,861 INFO [train.py:927] (4/8) Epoch 17, batch 4800, libri_loss[loss=0.169, simple_loss=0.2462, pruned_loss=0.04593, over 12199.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01186, over 29.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3059, pruned_loss=0.07283, over 2474941.07 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07718, over 21045.43 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.281, pruned_loss=0.05044, over 2228247.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.05449, over 6933.28 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3092, pruned_loss=0.07563, over 2476104.87 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07797, over 22814.90 utterances.], batch size: 29, lr: 2.36e-04
2022-08-31 10:00:27,956 INFO [train.py:927] (4/8) Epoch 17, batch 4850, giga_loss[loss=0.2112, simple_loss=0.298, pruned_loss=0.06224, over 12444.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03488, over 98.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.07152, over 2474102.78 frames. utt_duration=477 frames, utt_pad_proportion=0.0795, over 20811.43 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2809, pruned_loss=0.05038, over 2235359.99 frames. utt_duration=1291 frames, utt_pad_proportion=0.05313, over 6934.30 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.0744, over 2475220.68 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08057, over 22613.71 utterances.], batch size: 98, lr: 2.36e-04
2022-08-31 10:02:14,498 INFO [train.py:927] (4/8) Epoch 17, batch 4900, giga_loss[loss=0.2102, simple_loss=0.2888, pruned_loss=0.06576, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03955, over 37.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3031, pruned_loss=0.06993, over 2474358.20 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07512, over 19895.95 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2812, pruned_loss=0.05058, over 2242039.83 frames. utt_duration=1292 frames, utt_pad_proportion=0.05195, over 6949.13 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3063, pruned_loss=0.07262, over 2475600.20 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07689, over 21673.48 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:03:58,466 INFO [train.py:927] (4/8) Epoch 17, batch 4950, giga_loss[loss=0.2307, simple_loss=0.3074, pruned_loss=0.07698, over 12436.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.03211, over 55.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3019, pruned_loss=0.06951, over 2475196.54 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07262, over 19647.56 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2811, pruned_loss=0.05043, over 2253525.04 frames. utt_duration=1288 frames, utt_pad_proportion=0.05136, over 7008.22 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3055, pruned_loss=0.07271, over 2476115.49 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07479, over 21638.50 utterances.], batch size: 55, lr: 2.36e-04
2022-08-31 10:05:46,412 INFO [train.py:927] (4/8) Epoch 17, batch 5000, giga_loss[loss=0.2191, simple_loss=0.3124, pruned_loss=0.06294, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03895, over 113.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3042, pruned_loss=0.06992, over 2475095.47 frames. utt_duration=520.7 frames, utt_pad_proportion=0.07045, over 19067.78 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2812, pruned_loss=0.05041, over 2260870.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.05129, over 7047.73 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3077, pruned_loss=0.07312, over 2476107.03 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07271, over 21023.83 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 10:07:30,754 INFO [train.py:927] (4/8) Epoch 17, batch 5050, giga_loss[loss=0.2519, simple_loss=0.3318, pruned_loss=0.08605, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3074, pruned_loss=0.07039, over 2474698.25 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06975, over 19347.77 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2814, pruned_loss=0.05064, over 2266860.73 frames. utt_duration=1275 frames, utt_pad_proportion=0.05503, over 7119.37 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3108, pruned_loss=0.07331, over 2475868.61 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07084, over 21196.87 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 10:09:16,784 INFO [train.py:927] (4/8) Epoch 17, batch 5100, libri_loss[loss=0.1909, simple_loss=0.2929, pruned_loss=0.04444, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01423, over 40.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3086, pruned_loss=0.07124, over 2475198.23 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06691, over 18967.77 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2816, pruned_loss=0.0507, over 2270102.99 frames. utt_duration=1277 frames, utt_pad_proportion=0.05434, over 7121.60 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3115, pruned_loss=0.07378, over 2475989.88 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06828, over 20589.10 utterances.], batch size: 40, lr: 2.36e-04
2022-08-31 10:11:02,940 INFO [train.py:927] (4/8) Epoch 17, batch 5150, giga_loss[loss=0.2439, simple_loss=0.331, pruned_loss=0.0784, over 12376.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05217, over 161.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3081, pruned_loss=0.07146, over 2475105.39 frames. utt_duration=523.5 frames, utt_pad_proportion=0.0671, over 18964.43 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2816, pruned_loss=0.05074, over 2278690.79 frames. utt_duration=1282 frames, utt_pad_proportion=0.05253, over 7118.26 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3114, pruned_loss=0.07431, over 2476168.83 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06895, over 20758.80 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 10:12:48,296 INFO [train.py:927] (4/8) Epoch 17, batch 5200, giga_loss[loss=0.2815, simple_loss=0.3403, pruned_loss=0.1113, over 12360.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1092, over 259.00 utterances.], tot_loss[loss=0.224, simple_loss=0.306, pruned_loss=0.07094, over 2474948.44 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06353, over 18761.22 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2821, pruned_loss=0.05092, over 2286538.10 frames. utt_duration=1280 frames, utt_pad_proportion=0.0515, over 7154.39 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3093, pruned_loss=0.07384, over 2475682.37 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06582, over 20593.95 utterances.], batch size: 259, lr: 2.36e-04
2022-08-31 10:14:37,160 INFO [train.py:927] (4/8) Epoch 17, batch 5250, giga_loss[loss=0.1969, simple_loss=0.2789, pruned_loss=0.05749, over 12456.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04179, over 31.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3064, pruned_loss=0.07225, over 2474859.97 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07108, over 20094.51 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2819, pruned_loss=0.05082, over 2289238.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.05087, over 7148.12 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3094, pruned_loss=0.0749, over 2475522.98 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0725, over 21710.65 utterances.], batch size: 31, lr: 2.36e-04
2022-08-31 10:16:23,173 INFO [train.py:927] (4/8) Epoch 17, batch 5300, giga_loss[loss=0.2291, simple_loss=0.3034, pruned_loss=0.07743, over 12433.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04283, over 31.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.07144, over 2474932.87 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07069, over 19283.27 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2818, pruned_loss=0.0508, over 2292790.08 frames. utt_duration=1288 frames, utt_pad_proportion=0.05026, over 7127.33 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07396, over 2475592.26 frames. utt_duration=477 frames, utt_pad_proportion=0.0722, over 20824.74 utterances.], batch size: 31, lr: 2.36e-04
2022-08-31 10:18:08,081 INFO [train.py:927] (4/8) Epoch 17, batch 5350, giga_loss[loss=0.2427, simple_loss=0.3164, pruned_loss=0.08452, over 12394.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05876, over 182.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3048, pruned_loss=0.07161, over 2475145.31 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06907, over 19443.15 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.282, pruned_loss=0.05082, over 2295514.93 frames. utt_duration=1285 frames, utt_pad_proportion=0.05007, over 7152.32 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3072, pruned_loss=0.07386, over 2475671.96 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07053, over 20804.23 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 10:19:53,378 INFO [train.py:927] (4/8) Epoch 17, batch 5400, giga_loss[loss=0.3074, simple_loss=0.3581, pruned_loss=0.1283, over 12389.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3058, pruned_loss=0.07265, over 2474102.75 frames. utt_duration=497.3 frames, utt_pad_proportion=0.0709, over 19959.81 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2817, pruned_loss=0.05069, over 2300837.80 frames. utt_duration=1290 frames, utt_pad_proportion=0.049, over 7142.86 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07515, over 2474498.54 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07242, over 21396.25 utterances.], batch size: 259, lr: 2.36e-04
2022-08-31 10:21:40,761 INFO [train.py:927] (4/8) Epoch 17, batch 5450, giga_loss[loss=0.2391, simple_loss=0.3217, pruned_loss=0.07823, over 12396.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03349, over 122.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3068, pruned_loss=0.07127, over 2473832.86 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06843, over 19277.62 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2817, pruned_loss=0.05079, over 2305375.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.04818, over 7149.16 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3097, pruned_loss=0.07366, over 2473915.22 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07028, over 20705.65 utterances.], batch size: 122, lr: 2.36e-04
2022-08-31 10:23:24,333 INFO [train.py:927] (4/8) Epoch 17, batch 5500, giga_loss[loss=0.2229, simple_loss=0.3086, pruned_loss=0.0686, over 12318.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03513, over 51.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3081, pruned_loss=0.0705, over 2474201.41 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06605, over 18588.85 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2815, pruned_loss=0.05083, over 2311888.96 frames. utt_duration=1282 frames, utt_pad_proportion=0.05194, over 7219.62 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3114, pruned_loss=0.07309, over 2474368.25 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06694, over 20104.07 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 10:25:07,989 INFO [train.py:927] (4/8) Epoch 17, batch 5550, giga_loss[loss=0.2384, simple_loss=0.3229, pruned_loss=0.07696, over 12362.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3101, pruned_loss=0.07181, over 2474400.57 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06336, over 18300.66 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.282, pruned_loss=0.05091, over 2314309.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.05134, over 7220.30 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3128, pruned_loss=0.07408, over 2474524.47 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06452, over 19653.93 utterances.], batch size: 97, lr: 2.36e-04
2022-08-31 10:26:55,199 INFO [train.py:927] (4/8) Epoch 17, batch 5600, giga_loss[loss=0.2422, simple_loss=0.3237, pruned_loss=0.08034, over 12331.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03076, over 85.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3113, pruned_loss=0.07327, over 2474264.40 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06874, over 19750.38 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2822, pruned_loss=0.05102, over 2318848.26 frames. utt_duration=1286 frames, utt_pad_proportion=0.05022, over 7220.50 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.314, pruned_loss=0.07559, over 2474563.96 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06974, over 21149.93 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 10:28:39,970 INFO [train.py:927] (4/8) Epoch 17, batch 5650, giga_loss[loss=0.2405, simple_loss=0.3232, pruned_loss=0.07884, over 12436.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3115, pruned_loss=0.07226, over 2474530.25 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07192, over 19756.26 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.05135, over 2322487.46 frames. utt_duration=1259 frames, utt_pad_proportion=0.0587, over 7385.09 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3138, pruned_loss=0.07432, over 2474940.60 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07018, over 21000.85 utterances.], batch size: 162, lr: 2.36e-04
2022-08-31 10:30:25,808 INFO [train.py:927] (4/8) Epoch 17, batch 5700, libri_loss[loss=0.1571, simple_loss=0.2485, pruned_loss=0.03286, over 12459.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009157, over 29.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3124, pruned_loss=0.07326, over 2473864.16 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07464, over 20573.17 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2829, pruned_loss=0.05139, over 2324496.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.05833, over 7389.26 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3145, pruned_loss=0.07516, over 2474389.66 frames. utt_duration=457 frames, utt_pad_proportion=0.07336, over 21727.16 utterances.], batch size: 29, lr: 2.36e-04
2022-08-31 10:32:10,472 INFO [train.py:927] (4/8) Epoch 17, batch 5750, giga_loss[loss=0.2637, simple_loss=0.3205, pruned_loss=0.1034, over 12327.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 368.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.311, pruned_loss=0.07323, over 2474518.27 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07686, over 20713.57 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.283, pruned_loss=0.05142, over 2326195.44 frames. utt_duration=1258 frames, utt_pad_proportion=0.05814, over 7403.29 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3128, pruned_loss=0.07488, over 2474755.80 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07587, over 21722.17 utterances.], batch size: 368, lr: 2.36e-04
2022-08-31 10:33:59,337 INFO [train.py:927] (4/8) Epoch 17, batch 5800, giga_loss[loss=0.2185, simple_loss=0.2999, pruned_loss=0.06859, over 12319.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02883, over 79.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3087, pruned_loss=0.07245, over 2474582.76 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07506, over 20266.95 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2833, pruned_loss=0.05169, over 2328952.20 frames. utt_duration=1264 frames, utt_pad_proportion=0.0573, over 7380.44 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3105, pruned_loss=0.07389, over 2474933.00 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07473, over 21333.77 utterances.], batch size: 79, lr: 2.36e-04
2022-08-31 10:35:40,944 INFO [train.py:927] (4/8) Epoch 17, batch 5850, libri_loss[loss=0.1839, simple_loss=0.2728, pruned_loss=0.04751, over 12384.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007028, over 31.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3068, pruned_loss=0.07215, over 2475133.21 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07571, over 20509.48 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2827, pruned_loss=0.05149, over 2332290.74 frames. utt_duration=1271 frames, utt_pad_proportion=0.05626, over 7350.24 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3091, pruned_loss=0.07393, over 2475659.64 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07582, over 21681.12 utterances.], batch size: 31, lr: 2.36e-04
2022-08-31 10:37:20,171 INFO [train.py:927] (4/8) Epoch 17, batch 5900, giga_loss[loss=0.2302, simple_loss=0.3117, pruned_loss=0.07435, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04191, over 133.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3049, pruned_loss=0.07042, over 2475130.14 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07576, over 20708.19 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2829, pruned_loss=0.05161, over 2335532.01 frames. utt_duration=1261 frames, utt_pad_proportion=0.06009, over 7420.04 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3072, pruned_loss=0.0722, over 2475812.55 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07495, over 21879.31 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 10:39:10,056 INFO [train.py:927] (4/8) Epoch 17, batch 5950, giga_loss[loss=0.236, simple_loss=0.316, pruned_loss=0.07795, over 12421.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3031, pruned_loss=0.0688, over 2475616.89 frames. utt_duration=468 frames, utt_pad_proportion=0.07564, over 21224.48 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2831, pruned_loss=0.05171, over 2339064.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.05888, over 7416.53 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3052, pruned_loss=0.07054, over 2476086.15 frames. utt_duration=442.3 frames, utt_pad_proportion=0.0755, over 22467.20 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 10:40:58,208 INFO [train.py:927] (4/8) Epoch 17, batch 6000, libri_loss[loss=0.2369, simple_loss=0.3254, pruned_loss=0.07421, over 12444.00 frames. utt_duration=438 frames, utt_pad_proportion=0.3178, over 114.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3005, pruned_loss=0.06797, over 2475042.99 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07561, over 20486.53 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2831, pruned_loss=0.05162, over 2343460.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.06152, over 7465.56 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3028, pruned_loss=0.06998, over 2475671.36 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0748, over 21878.03 utterances.], batch size: 114, lr: 2.36e-04
2022-08-31 10:40:58,209 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 10:41:12,224 INFO [train.py:967] (4/8) 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 10:42:55,071 INFO [train.py:927] (4/8) Epoch 17, batch 6050, libri_loss[loss=0.2035, simple_loss=0.2869, pruned_loss=0.06006, over 12479.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006384, over 37.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3022, pruned_loss=0.06917, over 2475615.88 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07859, over 21415.03 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2833, pruned_loss=0.05174, over 2344915.26 frames. utt_duration=1258 frames, utt_pad_proportion=0.06101, over 7467.89 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.304, pruned_loss=0.07082, over 2475976.37 frames. utt_duration=439 frames, utt_pad_proportion=0.07805, over 22635.85 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:44:42,487 INFO [train.py:927] (4/8) Epoch 17, batch 6100, giga_loss[loss=0.2462, simple_loss=0.3196, pruned_loss=0.08643, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05374, over 162.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.304, pruned_loss=0.07049, over 2475673.56 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0832, over 22449.31 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2833, pruned_loss=0.05176, over 2346726.54 frames. utt_duration=1260 frames, utt_pad_proportion=0.06035, over 7459.91 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3056, pruned_loss=0.07202, over 2476095.74 frames. utt_duration=420.8 frames, utt_pad_proportion=0.08287, over 23620.34 utterances.], batch size: 162, lr: 2.36e-04
2022-08-31 10:46:28,154 INFO [train.py:927] (4/8) Epoch 17, batch 6150, giga_loss[loss=0.2251, simple_loss=0.3121, pruned_loss=0.06912, over 12301.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02527, over 54.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3058, pruned_loss=0.07201, over 2475146.31 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08327, over 22048.43 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.05198, over 2350867.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05864, over 7458.76 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3072, pruned_loss=0.07364, over 2475753.71 frames. utt_duration=423.7 frames, utt_pad_proportion=0.0837, over 23456.41 utterances.], batch size: 54, lr: 2.36e-04
2022-08-31 10:48:11,452 INFO [train.py:927] (4/8) Epoch 17, batch 6200, giga_loss[loss=0.2011, simple_loss=0.2875, pruned_loss=0.05736, over 12377.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02798, over 70.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3061, pruned_loss=0.07149, over 2474571.15 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07985, over 20885.36 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2843, pruned_loss=0.05228, over 2357113.54 frames. utt_duration=1257 frames, utt_pad_proportion=0.06108, over 7507.77 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3081, pruned_loss=0.07355, over 2475416.37 frames. utt_duration=437.6 frames, utt_pad_proportion=0.0802, over 22703.63 utterances.], batch size: 70, lr: 2.36e-04
2022-08-31 10:50:01,074 INFO [train.py:927] (4/8) Epoch 17, batch 6250, giga_loss[loss=0.2487, simple_loss=0.3303, pruned_loss=0.08358, over 12389.00 frames. utt_duration=311 frames, utt_pad_proportion=0.04607, over 160.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07203, over 2474702.00 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07785, over 21187.88 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2841, pruned_loss=0.0521, over 2360390.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05964, over 7493.77 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.309, pruned_loss=0.07438, over 2475583.01 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07886, over 23035.82 utterances.], batch size: 160, lr: 2.36e-04
2022-08-31 10:51:45,413 INFO [train.py:927] (4/8) Epoch 17, batch 6300, libri_loss[loss=0.1607, simple_loss=0.2522, pruned_loss=0.03463, over 12215.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007187, over 31.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3084, pruned_loss=0.07261, over 2475021.92 frames. utt_duration=437.8 frames, utt_pad_proportion=0.08249, over 22689.91 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2839, pruned_loss=0.052, over 2364447.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05874, over 7494.09 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3114, pruned_loss=0.07534, over 2476166.91 frames. utt_duration=402 frames, utt_pad_proportion=0.08345, over 24724.62 utterances.], batch size: 31, lr: 2.36e-04
2022-08-31 10:53:30,671 INFO [train.py:927] (4/8) Epoch 17, batch 6350, giga_loss[loss=0.2189, simple_loss=0.3048, pruned_loss=0.06651, over 12356.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0395, over 113.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3069, pruned_loss=0.07169, over 2475730.70 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07937, over 21533.43 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2843, pruned_loss=0.05211, over 2367098.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.06189, over 7570.47 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3095, pruned_loss=0.07422, over 2476739.93 frames. utt_duration=424.7 frames, utt_pad_proportion=0.07977, over 23408.84 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 10:55:18,324 INFO [train.py:927] (4/8) Epoch 17, batch 6400, giga_loss[loss=0.228, simple_loss=0.3111, pruned_loss=0.07251, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03027, over 85.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3063, pruned_loss=0.07225, over 2475074.30 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07716, over 21316.90 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.052, over 2368821.18 frames. utt_duration=1256 frames, utt_pad_proportion=0.06097, over 7553.18 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.309, pruned_loss=0.07472, over 2476245.91 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07801, over 23076.90 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 10:57:01,171 INFO [train.py:927] (4/8) Epoch 17, batch 6450, giga_loss[loss=0.2162, simple_loss=0.2992, pruned_loss=0.0666, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02713, over 91.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3058, pruned_loss=0.07243, over 2475149.44 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07484, over 21250.22 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.284, pruned_loss=0.05194, over 2370352.04 frames. utt_duration=1260 frames, utt_pad_proportion=0.06031, over 7533.96 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.07471, over 2476113.95 frames. utt_duration=435 frames, utt_pad_proportion=0.07593, over 22843.32 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 10:58:42,382 INFO [train.py:927] (4/8) Epoch 17, batch 6500, giga_loss[loss=0.2147, simple_loss=0.293, pruned_loss=0.06816, over 12347.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3056, pruned_loss=0.07226, over 2474947.74 frames. utt_duration=482 frames, utt_pad_proportion=0.07102, over 20601.50 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05192, over 2372542.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05923, over 7531.67 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3079, pruned_loss=0.07456, over 2476079.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07261, over 22184.65 utterances.], batch size: 97, lr: 2.36e-04
2022-08-31 11:00:25,787 INFO [train.py:927] (4/8) Epoch 17, batch 6550, giga_loss[loss=0.241, simple_loss=0.3183, pruned_loss=0.08183, over 12381.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.308, pruned_loss=0.07378, over 2475090.69 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07104, over 21006.96 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2842, pruned_loss=0.05188, over 2374575.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.0591, over 7557.63 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07601, over 2475992.45 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07241, over 22476.06 utterances.], batch size: 183, lr: 2.36e-04
2022-08-31 11:02:12,096 INFO [train.py:927] (4/8) Epoch 17, batch 6600, giga_loss[loss=0.2092, simple_loss=0.2909, pruned_loss=0.06379, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07414, over 2474443.05 frames. utt_duration=481.5 frames, utt_pad_proportion=0.0709, over 20618.33 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2845, pruned_loss=0.05195, over 2376599.87 frames. utt_duration=1258 frames, utt_pad_proportion=0.05844, over 7564.33 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.31, pruned_loss=0.07623, over 2475116.50 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07228, over 22008.94 utterances.], batch size: 48, lr: 2.36e-04
2022-08-31 11:03:55,426 INFO [train.py:927] (4/8) Epoch 17, batch 6650, giga_loss[loss=0.2477, simple_loss=0.3326, pruned_loss=0.08138, over 12362.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06102, over 182.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3076, pruned_loss=0.07386, over 2474287.32 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07204, over 20892.84 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2838, pruned_loss=0.05161, over 2379790.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05692, over 7519.64 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3107, pruned_loss=0.07668, over 2475440.89 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07371, over 22558.60 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 11:05:38,931 INFO [train.py:927] (4/8) Epoch 17, batch 6700, libri_loss[loss=0.2502, simple_loss=0.3353, pruned_loss=0.08253, over 12416.00 frames. utt_duration=412.1 frames, utt_pad_proportion=0.359, over 121.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3077, pruned_loss=0.07339, over 2474024.34 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06843, over 19793.38 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.284, pruned_loss=0.0517, over 2383179.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.06022, over 7584.37 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3108, pruned_loss=0.07638, over 2475253.33 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06907, over 21541.93 utterances.], batch size: 121, lr: 2.36e-04
2022-08-31 11:07:21,810 INFO [train.py:927] (4/8) Epoch 17, batch 6750, giga_loss[loss=0.2668, simple_loss=0.3349, pruned_loss=0.09935, over 12388.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06993, over 212.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3086, pruned_loss=0.07461, over 2473971.32 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06955, over 19508.67 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.284, pruned_loss=0.05175, over 2384811.11 frames. utt_duration=1259 frames, utt_pad_proportion=0.0594, over 7586.74 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3115, pruned_loss=0.07732, over 2475084.79 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07029, over 21100.91 utterances.], batch size: 212, lr: 2.36e-04
2022-08-31 11:09:04,731 INFO [train.py:927] (4/8) Epoch 17, batch 6800, giga_loss[loss=0.2555, simple_loss=0.3312, pruned_loss=0.08986, over 12420.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04288, over 146.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3082, pruned_loss=0.07309, over 2473969.25 frames. utt_duration=530 frames, utt_pad_proportion=0.06657, over 18724.73 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.0516, over 2388869.43 frames. utt_duration=1264 frames, utt_pad_proportion=0.05747, over 7570.46 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3115, pruned_loss=0.07631, over 2474752.83 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06816, over 20489.13 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 11:10:46,191 INFO [train.py:927] (4/8) Epoch 17, batch 6850, giga_loss[loss=0.2962, simple_loss=0.3487, pruned_loss=0.1219, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3069, pruned_loss=0.07201, over 2473504.07 frames. utt_duration=532 frames, utt_pad_proportion=0.06749, over 18650.33 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2836, pruned_loss=0.05143, over 2391067.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05637, over 7557.47 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3105, pruned_loss=0.07532, over 2474438.03 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06916, over 20377.13 utterances.], batch size: 259, lr: 2.36e-04
2022-08-31 11:12:27,421 INFO [train.py:927] (4/8) Epoch 17, batch 6900, libri_loss[loss=0.2115, simple_loss=0.2849, pruned_loss=0.06901, over 12460.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004809, over 32.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3058, pruned_loss=0.07133, over 2473496.68 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06757, over 18375.28 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2836, pruned_loss=0.05139, over 2394411.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05526, over 7544.54 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.07479, over 2474175.66 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06949, over 20197.24 utterances.], batch size: 32, lr: 2.36e-04
2022-08-31 11:14:14,336 INFO [train.py:927] (4/8) Epoch 17, batch 6950, libri_loss[loss=0.1664, simple_loss=0.2584, pruned_loss=0.03722, over 12267.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01179, over 28.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.306, pruned_loss=0.07186, over 2473133.10 frames. utt_duration=528.3 frames, utt_pad_proportion=0.07117, over 18778.56 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05127, over 2396239.35 frames. utt_duration=1277 frames, utt_pad_proportion=0.05431, over 7517.21 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07522, over 2473771.56 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07287, over 20528.06 utterances.], batch size: 28, lr: 2.36e-04
2022-08-31 11:15:57,947 INFO [train.py:927] (4/8) Epoch 17, batch 7000, giga_loss[loss=0.2543, simple_loss=0.3354, pruned_loss=0.08654, over 12453.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03845, over 114.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3084, pruned_loss=0.0743, over 2474049.93 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07436, over 19721.03 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.0513, over 2397534.04 frames. utt_duration=1268 frames, utt_pad_proportion=0.05538, over 7571.05 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3115, pruned_loss=0.07723, over 2474419.55 frames. utt_duration=468 frames, utt_pad_proportion=0.07524, over 21217.51 utterances.], batch size: 114, lr: 2.36e-04
2022-08-31 11:17:40,810 INFO [train.py:927] (4/8) Epoch 17, batch 7050, giga_loss[loss=0.2242, simple_loss=0.3043, pruned_loss=0.07199, over 12178.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03292, over 39.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3084, pruned_loss=0.07424, over 2473369.75 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07497, over 19959.13 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.051, over 2399158.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.05422, over 7529.42 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3121, pruned_loss=0.07747, over 2474239.37 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0761, over 21523.94 utterances.], batch size: 39, lr: 2.36e-04
2022-08-31 11:19:24,813 INFO [train.py:927] (4/8) Epoch 17, batch 7100, giga_loss[loss=0.2116, simple_loss=0.2951, pruned_loss=0.06409, over 12368.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.03088, over 85.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3079, pruned_loss=0.07326, over 2473958.85 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07341, over 19755.84 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2827, pruned_loss=0.0508, over 2400674.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.05319, over 7514.35 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3117, pruned_loss=0.07652, over 2474956.35 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07487, over 21295.09 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 11:21:07,722 INFO [train.py:927] (4/8) Epoch 17, batch 7150, giga_loss[loss=0.2094, simple_loss=0.2978, pruned_loss=0.06046, over 12299.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.028, over 45.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07262, over 2473026.58 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06883, over 18914.97 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2831, pruned_loss=0.05108, over 2402486.99 frames. utt_duration=1280 frames, utt_pad_proportion=0.05223, over 7519.42 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07547, over 2473827.73 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07082, over 20403.78 utterances.], batch size: 45, lr: 2.36e-04
2022-08-31 11:22:51,207 INFO [train.py:927] (4/8) Epoch 17, batch 7200, giga_loss[loss=0.2708, simple_loss=0.332, pruned_loss=0.1047, over 12148.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.03508, over 30.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.308, pruned_loss=0.07343, over 2473319.55 frames. utt_duration=524 frames, utt_pad_proportion=0.06589, over 18935.76 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05103, over 2403439.28 frames. utt_duration=1282 frames, utt_pad_proportion=0.05161, over 7507.71 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.07599, over 2474035.76 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06791, over 20260.44 utterances.], batch size: 30, lr: 2.36e-04
2022-08-31 11:24:34,695 INFO [train.py:927] (4/8) Epoch 17, batch 7250, giga_loss[loss=0.2611, simple_loss=0.3248, pruned_loss=0.09867, over 12359.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03697, over 113.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3055, pruned_loss=0.07287, over 2474065.22 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06627, over 19473.83 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2831, pruned_loss=0.05091, over 2404079.56 frames. utt_duration=1283 frames, utt_pad_proportion=0.0513, over 7503.68 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.308, pruned_loss=0.07519, over 2474681.50 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06797, over 20628.28 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 11:26:18,253 INFO [train.py:927] (4/8) Epoch 17, batch 7300, giga_loss[loss=0.2679, simple_loss=0.3512, pruned_loss=0.09233, over 12448.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05332, over 162.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.304, pruned_loss=0.07262, over 2473947.58 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06479, over 19337.18 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2833, pruned_loss=0.05103, over 2405450.27 frames. utt_duration=1286 frames, utt_pad_proportion=0.05049, over 7491.70 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3061, pruned_loss=0.07474, over 2474463.48 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06659, over 20476.69 utterances.], batch size: 162, lr: 2.36e-04
2022-08-31 11:28:04,464 INFO [train.py:927] (4/8) Epoch 17, batch 7350, giga_loss[loss=0.2027, simple_loss=0.2935, pruned_loss=0.05592, over 12356.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03013, over 85.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3034, pruned_loss=0.07031, over 2474260.44 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06435, over 19377.94 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.05114, over 2407439.66 frames. utt_duration=1290 frames, utt_pad_proportion=0.04908, over 7474.76 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3056, pruned_loss=0.07257, over 2475020.41 frames. utt_duration=480 frames, utt_pad_proportion=0.0665, over 20689.38 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 11:29:48,781 INFO [train.py:927] (4/8) Epoch 17, batch 7400, giga_loss[loss=0.1915, simple_loss=0.2891, pruned_loss=0.04701, over 12318.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03511, over 62.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3022, pruned_loss=0.06782, over 2474284.40 frames. utt_duration=476 frames, utt_pad_proportion=0.06755, over 20858.85 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2834, pruned_loss=0.05116, over 2408091.00 frames. utt_duration=1287 frames, utt_pad_proportion=0.04947, over 7491.55 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3043, pruned_loss=0.06983, over 2475197.58 frames. utt_duration=450.6 frames, utt_pad_proportion=0.06897, over 22042.41 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 11:31:32,492 INFO [train.py:927] (4/8) Epoch 17, batch 7450, giga_loss[loss=0.197, simple_loss=0.2935, pruned_loss=0.0502, over 12461.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02897, over 80.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2993, pruned_loss=0.06435, over 2474745.71 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06744, over 20984.53 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.05137, over 2409515.38 frames. utt_duration=1289 frames, utt_pad_proportion=0.04858, over 7488.34 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3011, pruned_loss=0.0661, over 2475700.51 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06899, over 22238.01 utterances.], batch size: 80, lr: 2.36e-04
2022-08-31 11:33:14,759 INFO [train.py:927] (4/8) Epoch 17, batch 7500, libri_loss[loss=0.1706, simple_loss=0.263, pruned_loss=0.03914, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007306, over 30.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3003, pruned_loss=0.06381, over 2475091.32 frames. utt_duration=463 frames, utt_pad_proportion=0.06505, over 21450.75 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2832, pruned_loss=0.05126, over 2411701.61 frames. utt_duration=1298 frames, utt_pad_proportion=0.04702, over 7438.40 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3028, pruned_loss=0.06582, over 2476510.16 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06703, over 23064.55 utterances.], batch size: 30, lr: 2.36e-04
2022-08-31 11:34:57,211 INFO [train.py:927] (4/8) Epoch 17, batch 7550, giga_loss[loss=0.2031, simple_loss=0.287, pruned_loss=0.05956, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03368, over 86.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.299, pruned_loss=0.06278, over 2475441.68 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07209, over 23126.56 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2835, pruned_loss=0.0515, over 2412857.93 frames. utt_duration=1286 frames, utt_pad_proportion=0.05113, over 7513.74 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3009, pruned_loss=0.06437, over 2476646.46 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07211, over 24594.57 utterances.], batch size: 86, lr: 2.36e-04
2022-08-31 11:36:41,270 INFO [train.py:927] (4/8) Epoch 17, batch 7600, giga_loss[loss=0.2018, simple_loss=0.2779, pruned_loss=0.06282, over 12370.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1831, over 360.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2968, pruned_loss=0.06084, over 2474733.12 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07115, over 23209.81 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2834, pruned_loss=0.05136, over 2413666.12 frames. utt_duration=1290 frames, utt_pad_proportion=0.05048, over 7491.62 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2988, pruned_loss=0.06241, over 2476067.92 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07147, over 24660.86 utterances.], batch size: 360, lr: 2.36e-04
2022-08-31 11:38:23,285 INFO [train.py:927] (4/8) Epoch 17, batch 7650, giga_loss[loss=0.2042, simple_loss=0.2991, pruned_loss=0.0547, over 12407.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.0438, over 146.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2957, pruned_loss=0.05944, over 2474896.35 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06876, over 22916.61 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05121, over 2415264.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.0498, over 7499.44 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06103, over 2475860.94 frames. utt_duration=406.7 frames, utt_pad_proportion=0.0695, over 24435.50 utterances.], batch size: 146, lr: 2.36e-04
2022-08-31 11:40:04,169 INFO [train.py:927] (4/8) Epoch 17, batch 7700, libri_loss[loss=0.1796, simple_loss=0.2615, pruned_loss=0.04891, over 12199.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008044, over 30.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05768, over 2474423.82 frames. utt_duration=424.7 frames, utt_pad_proportion=0.0724, over 23386.47 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05092, over 2416483.17 frames. utt_duration=1299 frames, utt_pad_proportion=0.04892, over 7448.73 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.295, pruned_loss=0.05945, over 2475980.33 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07314, over 25159.22 utterances.], batch size: 30, lr: 2.36e-04
2022-08-31 11:41:47,419 INFO [train.py:927] (4/8) Epoch 17, batch 7750, giga_loss[loss=0.2145, simple_loss=0.2984, pruned_loss=0.06533, over 12388.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.03001, over 97.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2895, pruned_loss=0.05629, over 2474554.74 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07079, over 23135.04 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2817, pruned_loss=0.05064, over 2417547.22 frames. utt_duration=1305 frames, utt_pad_proportion=0.04804, over 7418.77 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.0581, over 2476165.22 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07186, over 24944.96 utterances.], batch size: 97, lr: 2.36e-04
2022-08-31 11:43:34,798 INFO [train.py:927] (4/8) Epoch 17, batch 7800, giga_loss[loss=0.1838, simple_loss=0.2795, pruned_loss=0.04402, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06236, over 183.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05595, over 2474584.56 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07181, over 23333.55 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2816, pruned_loss=0.05056, over 2419269.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.05121, over 7477.60 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2922, pruned_loss=0.05764, over 2476129.75 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07197, over 25224.75 utterances.], batch size: 183, lr: 2.36e-04
2022-08-31 11:45:37,323 INFO [train.py:927] (4/8) Epoch 17, batch 7850, giga_loss[loss=0.1947, simple_loss=0.2942, pruned_loss=0.04757, over 12437.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06156, over 183.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2896, pruned_loss=0.05543, over 2475065.66 frames. utt_duration=411.9 frames, utt_pad_proportion=0.0729, over 24117.37 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2816, pruned_loss=0.05049, over 2420640.03 frames. utt_duration=1294 frames, utt_pad_proportion=0.05123, over 7492.40 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05696, over 2476295.81 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07314, over 25970.26 utterances.], batch size: 183, lr: 2.36e-04
2022-08-31 11:47:35,115 INFO [train.py:927] (4/8) Epoch 17, batch 7900, giga_loss[loss=0.1926, simple_loss=0.2826, pruned_loss=0.05134, over 12339.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2893, pruned_loss=0.05525, over 2476299.59 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06864, over 24101.91 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.0504, over 2422272.32 frames. utt_duration=1293 frames, utt_pad_proportion=0.05048, over 7501.18 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2914, pruned_loss=0.05667, over 2477041.03 frames. utt_duration=383 frames, utt_pad_proportion=0.06942, over 25961.51 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 11:49:47,510 INFO [train.py:927] (4/8) Epoch 17, batch 7950, giga_loss[loss=0.1971, simple_loss=0.2911, pruned_loss=0.0515, over 12419.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04801, over 161.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2876, pruned_loss=0.05396, over 2476590.35 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06868, over 24456.52 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.05055, over 2423024.93 frames. utt_duration=1291 frames, utt_pad_proportion=0.05054, over 7515.79 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2892, pruned_loss=0.05505, over 2477468.40 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06941, over 26212.27 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 11:51:45,548 INFO [train.py:927] (4/8) Epoch 17, batch 8000, giga_loss[loss=0.2229, simple_loss=0.3045, pruned_loss=0.07062, over 12394.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2851, pruned_loss=0.05314, over 2476929.89 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06718, over 23791.37 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2811, pruned_loss=0.05033, over 2425659.64 frames. utt_duration=1299 frames, utt_pad_proportion=0.04887, over 7476.63 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2873, pruned_loss=0.05437, over 2477648.17 frames. utt_duration=382 frames, utt_pad_proportion=0.06856, over 26035.05 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 11:53:40,139 INFO [train.py:927] (4/8) Epoch 17, batch 8050, giga_loss[loss=0.202, simple_loss=0.3017, pruned_loss=0.05113, over 12392.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.04034, over 105.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05288, over 2477026.04 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06672, over 24397.71 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2814, pruned_loss=0.05037, over 2426546.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04813, over 7462.24 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2872, pruned_loss=0.05386, over 2477702.51 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06811, over 26499.22 utterances.], batch size: 105, lr: 2.36e-04
2022-08-31 11:55:56,864 INFO [train.py:927] (4/8) Epoch 17, batch 8100, giga_loss[loss=0.1811, simple_loss=0.2702, pruned_loss=0.04598, over 12418.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2846, pruned_loss=0.05195, over 2477256.61 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07136, over 25251.81 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2812, pruned_loss=0.05016, over 2428515.73 frames. utt_duration=1307 frames, utt_pad_proportion=0.04668, over 7439.16 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2861, pruned_loss=0.05302, over 2477812.31 frames. utt_duration=360.6 frames, utt_pad_proportion=0.07269, over 27582.47 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 11:57:55,394 INFO [train.py:927] (4/8) Epoch 17, batch 8150, giga_loss[loss=0.1894, simple_loss=0.2827, pruned_loss=0.04806, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05551, over 181.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2863, pruned_loss=0.05306, over 2476910.02 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07081, over 24819.38 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05064, over 2430165.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.05063, over 7543.54 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05358, over 2477779.71 frames. utt_duration=364 frames, utt_pad_proportion=0.07125, over 27319.04 utterances.], batch size: 181, lr: 2.36e-04
2022-08-31 11:59:55,781 INFO [train.py:927] (4/8) Epoch 17, batch 8200, libri_loss[loss=0.1846, simple_loss=0.2828, pruned_loss=0.04321, over 12303.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006975, over 36.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2888, pruned_loss=0.05272, over 2476809.92 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06805, over 24606.70 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.05039, over 2431710.31 frames. utt_duration=1297 frames, utt_pad_proportion=0.04879, over 7506.56 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2899, pruned_loss=0.05348, over 2478223.79 frames. utt_duration=361.9 frames, utt_pad_proportion=0.06937, over 27483.03 utterances.], batch size: 36, lr: 2.36e-04
2022-08-31 12:02:02,456 INFO [train.py:927] (4/8) Epoch 17, batch 8250, giga_loss[loss=0.2028, simple_loss=0.2945, pruned_loss=0.05549, over 12445.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04754, over 147.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2895, pruned_loss=0.05175, over 2477154.57 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06568, over 24409.91 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2819, pruned_loss=0.05048, over 2433324.31 frames. utt_duration=1298 frames, utt_pad_proportion=0.04748, over 7505.41 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2905, pruned_loss=0.05235, over 2478448.83 frames. utt_duration=363.8 frames, utt_pad_proportion=0.06746, over 27342.53 utterances.], batch size: 147, lr: 2.35e-04
2022-08-31 12:04:07,611 INFO [train.py:927] (4/8) Epoch 17, batch 8300, giga_loss[loss=0.2071, simple_loss=0.2866, pruned_loss=0.06378, over 12401.00 frames. utt_duration=196.4 frames, utt_pad_proportion=0.09093, over 254.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2901, pruned_loss=0.05254, over 2477409.78 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06482, over 24411.89 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2819, pruned_loss=0.0505, over 2434834.37 frames. utt_duration=1303 frames, utt_pad_proportion=0.04647, over 7485.03 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2912, pruned_loss=0.05307, over 2478471.38 frames. utt_duration=364.1 frames, utt_pad_proportion=0.06673, over 27317.43 utterances.], batch size: 254, lr: 2.35e-04
2022-08-31 12:06:34,437 INFO [train.py:927] (4/8) Epoch 17, batch 8350, giga_loss[loss=0.1932, simple_loss=0.2812, pruned_loss=0.05262, over 12375.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.02857, over 51.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2907, pruned_loss=0.05335, over 2477608.70 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06328, over 23944.18 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05076, over 2435639.96 frames. utt_duration=1302 frames, utt_pad_proportion=0.04588, over 7492.33 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2912, pruned_loss=0.05357, over 2478493.86 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06524, over 26536.00 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 12:08:43,602 INFO [train.py:927] (4/8) Epoch 17, batch 8400, giga_loss[loss=0.1733, simple_loss=0.2768, pruned_loss=0.03496, over 12428.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02762, over 122.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2875, pruned_loss=0.05193, over 2478381.77 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06563, over 23905.26 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2826, pruned_loss=0.05081, over 2436760.20 frames. utt_duration=1303 frames, utt_pad_proportion=0.04515, over 7489.51 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2879, pruned_loss=0.05212, over 2479227.98 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06731, over 26424.75 utterances.], batch size: 122, lr: 2.35e-04
2022-08-31 12:10:46,012 INFO [train.py:927] (4/8) Epoch 17, batch 8450, giga_loss[loss=0.2005, simple_loss=0.3052, pruned_loss=0.04793, over 12319.00 frames. utt_duration=747.9 frames, utt_pad_proportion=0.03119, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2865, pruned_loss=0.05182, over 2477680.71 frames. utt_duration=431.7 frames, utt_pad_proportion=0.06369, over 23018.88 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.05096, over 2437563.34 frames. utt_duration=1306 frames, utt_pad_proportion=0.04419, over 7473.74 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2869, pruned_loss=0.05187, over 2478922.17 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06571, over 25577.63 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 12:12:49,234 INFO [train.py:927] (4/8) Epoch 17, batch 8500, giga_loss[loss=0.1931, simple_loss=0.2806, pruned_loss=0.05283, over 12358.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03065, over 85.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2879, pruned_loss=0.05323, over 2477744.13 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06659, over 23644.77 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05108, over 2438049.17 frames. utt_duration=1306 frames, utt_pad_proportion=0.0437, over 7473.67 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2881, pruned_loss=0.05318, over 2478803.97 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06816, over 25893.11 utterances.], batch size: 85, lr: 2.35e-04
2022-08-31 12:14:53,295 INFO [train.py:927] (4/8) Epoch 17, batch 8550, giga_loss[loss=0.1846, simple_loss=0.2766, pruned_loss=0.0463, over 12372.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03055, over 51.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2876, pruned_loss=0.05384, over 2477461.63 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06812, over 23862.71 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2824, pruned_loss=0.05095, over 2439044.90 frames. utt_duration=1313 frames, utt_pad_proportion=0.04263, over 7437.60 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2883, pruned_loss=0.05399, over 2478625.33 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06972, over 26233.88 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 12:17:04,232 INFO [train.py:927] (4/8) Epoch 17, batch 8600, giga_loss[loss=0.2167, simple_loss=0.297, pruned_loss=0.06818, over 12406.00 frames. utt_duration=195.8 frames, utt_pad_proportion=0.09352, over 255.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2882, pruned_loss=0.05346, over 2477527.12 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06948, over 24714.44 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2822, pruned_loss=0.05086, over 2440152.30 frames. utt_duration=1318 frames, utt_pad_proportion=0.04151, over 7413.66 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2891, pruned_loss=0.05375, over 2478680.50 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07111, over 27184.50 utterances.], batch size: 255, lr: 2.35e-04
2022-08-31 12:19:22,175 INFO [train.py:927] (4/8) Epoch 17, batch 8650, giga_loss[loss=0.1899, simple_loss=0.2761, pruned_loss=0.05186, over 12446.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.0563, over 182.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05288, over 2477883.24 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06718, over 24519.23 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.05083, over 2440665.36 frames. utt_duration=1314 frames, utt_pad_proportion=0.04193, over 7437.52 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2872, pruned_loss=0.05318, over 2478836.13 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06867, over 26681.04 utterances.], batch size: 182, lr: 2.35e-04
2022-08-31 12:21:24,221 INFO [train.py:927] (4/8) Epoch 17, batch 8700, libri_loss[loss=0.1537, simple_loss=0.2453, pruned_loss=0.03103, over 12339.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005795, over 33.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2822, pruned_loss=0.05126, over 2477247.69 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06849, over 23952.39 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.0507, over 2441527.88 frames. utt_duration=1303 frames, utt_pad_proportion=0.04603, over 7502.55 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.283, pruned_loss=0.05166, over 2478573.85 frames. utt_duration=379 frames, utt_pad_proportion=0.06873, over 26242.33 utterances.], batch size: 33, lr: 2.35e-04
2022-08-31 12:23:17,858 INFO [train.py:927] (4/8) Epoch 17, batch 8750, giga_loss[loss=0.1761, simple_loss=0.2541, pruned_loss=0.04909, over 12363.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2819, pruned_loss=0.05136, over 2476912.31 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07269, over 24486.14 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05069, over 2442200.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04513, over 7501.07 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2824, pruned_loss=0.0517, over 2478145.69 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07296, over 26683.07 utterances.], batch size: 356, lr: 2.35e-04
2022-08-31 12:25:20,467 INFO [train.py:927] (4/8) Epoch 17, batch 8800, giga_loss[loss=0.1937, simple_loss=0.2825, pruned_loss=0.05246, over 12390.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07937, over 213.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2807, pruned_loss=0.05026, over 2477090.26 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06938, over 23894.64 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2824, pruned_loss=0.05067, over 2442912.93 frames. utt_duration=1299 frames, utt_pad_proportion=0.04514, over 7528.75 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.281, pruned_loss=0.05054, over 2478371.15 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07006, over 26084.14 utterances.], batch size: 213, lr: 2.35e-04
2022-08-31 12:27:35,489 INFO [train.py:927] (4/8) Epoch 17, batch 8850, giga_loss[loss=0.1761, simple_loss=0.2751, pruned_loss=0.03855, over 12316.00 frames. utt_duration=913.7 frames, utt_pad_proportion=0.02171, over 54.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2801, pruned_loss=0.05009, over 2477764.65 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07008, over 24336.14 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.05071, over 2443179.63 frames. utt_duration=1300 frames, utt_pad_proportion=0.04477, over 7526.46 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2801, pruned_loss=0.05027, over 2478834.96 frames. utt_duration=379.8 frames, utt_pad_proportion=0.0707, over 26191.83 utterances.], batch size: 54, lr: 2.35e-04
2022-08-31 12:29:44,693 INFO [train.py:927] (4/8) Epoch 17, batch 8900, giga_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.07165, over 12419.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09599, over 256.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2801, pruned_loss=0.05004, over 2478284.36 frames. utt_duration=412 frames, utt_pad_proportion=0.06744, over 24132.11 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2827, pruned_loss=0.05073, over 2443350.73 frames. utt_duration=1301 frames, utt_pad_proportion=0.04459, over 7522.83 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.28, pruned_loss=0.05016, over 2479123.83 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06816, over 25661.86 utterances.], batch size: 256, lr: 2.35e-04
2022-08-31 12:31:43,439 INFO [train.py:927] (4/8) Epoch 17, batch 8950, giga_loss[loss=0.2007, simple_loss=0.3034, pruned_loss=0.04902, over 12409.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02945, over 62.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2796, pruned_loss=0.04938, over 2478174.61 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06951, over 24363.24 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05097, over 2443812.96 frames. utt_duration=1287 frames, utt_pad_proportion=0.04893, over 7605.59 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2789, pruned_loss=0.04924, over 2478728.79 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06884, over 25643.71 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 12:33:41,142 INFO [train.py:927] (4/8) Epoch 17, batch 9000, giga_loss[loss=0.174, simple_loss=0.2794, pruned_loss=0.03425, over 12389.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02681, over 66.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2822, pruned_loss=0.04969, over 2478240.57 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06869, over 24282.59 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05108, over 2444609.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.04813, over 7611.45 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2811, pruned_loss=0.04944, over 2478722.77 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06853, over 25650.15 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 12:33:41,142 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 12:33:55,667 INFO [train.py:967] (4/8) 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 12:35:59,049 INFO [train.py:927] (4/8) Epoch 17, batch 9050, giga_loss[loss=0.1767, simple_loss=0.2751, pruned_loss=0.03919, over 12426.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04224, over 26.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2818, pruned_loss=0.04904, over 2478102.34 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06766, over 24036.41 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2837, pruned_loss=0.05094, over 2445356.01 frames. utt_duration=1286 frames, utt_pad_proportion=0.04789, over 7617.38 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2811, pruned_loss=0.04893, over 2478873.12 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06788, over 25661.43 utterances.], batch size: 26, lr: 2.35e-04
2022-08-31 12:37:56,939 INFO [train.py:927] (4/8) Epoch 17, batch 9100, giga_loss[loss=0.174, simple_loss=0.2654, pruned_loss=0.04133, over 12451.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04773, over 161.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2811, pruned_loss=0.04861, over 2477343.20 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06469, over 23317.29 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2836, pruned_loss=0.05103, over 2446068.83 frames. utt_duration=1289 frames, utt_pad_proportion=0.04649, over 7601.37 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2805, pruned_loss=0.04837, over 2478766.42 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06573, over 25386.13 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 12:39:53,559 INFO [train.py:927] (4/8) Epoch 17, batch 9150, giga_loss[loss=0.1706, simple_loss=0.269, pruned_loss=0.03612, over 12322.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03233, over 70.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2794, pruned_loss=0.04826, over 2477114.10 frames. utt_duration=428.1 frames, utt_pad_proportion=0.06577, over 23212.92 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2836, pruned_loss=0.05105, over 2446628.26 frames. utt_duration=1278 frames, utt_pad_proportion=0.04961, over 7664.26 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2788, pruned_loss=0.048, over 2478296.43 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06586, over 25098.31 utterances.], batch size: 70, lr: 2.35e-04
2022-08-31 12:42:00,684 INFO [train.py:927] (4/8) Epoch 17, batch 9200, giga_loss[loss=0.1881, simple_loss=0.282, pruned_loss=0.04707, over 12420.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07321, over 213.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2814, pruned_loss=0.0494, over 2477322.82 frames. utt_duration=422 frames, utt_pad_proportion=0.06414, over 23549.39 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.05097, over 2447302.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.04892, over 7647.12 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2811, pruned_loss=0.04923, over 2478205.06 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06455, over 25339.12 utterances.], batch size: 213, lr: 2.35e-04
2022-08-31 12:43:52,853 INFO [train.py:927] (4/8) Epoch 17, batch 9250, giga_loss[loss=0.2455, simple_loss=0.329, pruned_loss=0.08099, over 12425.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06857, over 212.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2829, pruned_loss=0.05068, over 2477081.37 frames. utt_duration=408 frames, utt_pad_proportion=0.06756, over 24359.19 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2834, pruned_loss=0.05094, over 2447541.37 frames. utt_duration=1283 frames, utt_pad_proportion=0.04854, over 7640.47 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05054, over 2478501.15 frames. utt_duration=378 frames, utt_pad_proportion=0.06792, over 26310.60 utterances.], batch size: 212, lr: 2.35e-04
2022-08-31 12:45:51,077 INFO [train.py:927] (4/8) Epoch 17, batch 9300, giga_loss[loss=0.1819, simple_loss=0.2786, pruned_loss=0.04262, over 12403.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04873, over 161.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2863, pruned_loss=0.05185, over 2477178.77 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06824, over 25028.90 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2839, pruned_loss=0.05107, over 2448041.08 frames. utt_duration=1272 frames, utt_pad_proportion=0.05216, over 7708.73 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2856, pruned_loss=0.05162, over 2478511.56 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06778, over 26886.96 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 12:48:07,467 INFO [train.py:927] (4/8) Epoch 17, batch 9350, giga_loss[loss=0.1937, simple_loss=0.2828, pruned_loss=0.05228, over 12375.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03384, over 122.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05193, over 2477611.61 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06938, over 25844.21 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.284, pruned_loss=0.05108, over 2448556.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05115, over 7700.06 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.285, pruned_loss=0.05177, over 2478851.42 frames. utt_duration=358.8 frames, utt_pad_proportion=0.06932, over 27726.27 utterances.], batch size: 122, lr: 2.35e-04
2022-08-31 12:50:05,025 INFO [train.py:927] (4/8) Epoch 17, batch 9400, giga_loss[loss=0.2052, simple_loss=0.2884, pruned_loss=0.061, over 12355.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05172, over 2477867.70 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06858, over 25257.28 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.284, pruned_loss=0.05115, over 2448749.18 frames. utt_duration=1263 frames, utt_pad_proportion=0.05542, over 7767.66 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2844, pruned_loss=0.05155, over 2478927.90 frames. utt_duration=370.7 frames, utt_pad_proportion=0.06761, over 26832.11 utterances.], batch size: 97, lr: 2.35e-04
2022-08-31 12:52:11,584 INFO [train.py:927] (4/8) Epoch 17, batch 9450, giga_loss[loss=0.2013, simple_loss=0.2929, pruned_loss=0.0548, over 12418.00 frames. utt_duration=275.7 frames, utt_pad_proportion=0.05265, over 181.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2839, pruned_loss=0.05196, over 2477428.37 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06941, over 25139.02 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2841, pruned_loss=0.05115, over 2448907.62 frames. utt_duration=1265 frames, utt_pad_proportion=0.0548, over 7755.23 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2835, pruned_loss=0.05184, over 2478502.24 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06882, over 26625.75 utterances.], batch size: 181, lr: 2.35e-04
2022-08-31 12:54:10,921 INFO [train.py:927] (4/8) Epoch 17, batch 9500, giga_loss[loss=0.1862, simple_loss=0.2948, pruned_loss=0.03883, over 12352.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02787, over 48.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05086, over 2477117.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06959, over 24249.60 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2841, pruned_loss=0.05116, over 2449080.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.05486, over 7765.08 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2828, pruned_loss=0.05076, over 2478326.57 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06917, over 25723.11 utterances.], batch size: 48, lr: 2.35e-04
2022-08-31 12:55:59,274 INFO [train.py:927] (4/8) Epoch 17, batch 9550, giga_loss[loss=0.197, simple_loss=0.2909, pruned_loss=0.05152, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03639, over 113.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2841, pruned_loss=0.04995, over 2477557.19 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06585, over 23372.34 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.284, pruned_loss=0.05109, over 2449758.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.05416, over 7762.01 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.284, pruned_loss=0.04991, over 2478543.42 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06601, over 24926.02 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 12:58:06,404 INFO [train.py:927] (4/8) Epoch 17, batch 9600, giga_loss[loss=0.2046, simple_loss=0.2986, pruned_loss=0.05529, over 12367.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2839, pruned_loss=0.04972, over 2477561.81 frames. utt_duration=411 frames, utt_pad_proportion=0.07082, over 24186.85 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2838, pruned_loss=0.05104, over 2450289.38 frames. utt_duration=1267 frames, utt_pad_proportion=0.05336, over 7746.86 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.284, pruned_loss=0.04972, over 2478346.58 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07091, over 25707.41 utterances.], batch size: 97, lr: 2.35e-04
2022-08-31 13:00:17,894 INFO [train.py:927] (4/8) Epoch 17, batch 9650, giga_loss[loss=0.1882, simple_loss=0.2837, pruned_loss=0.04634, over 12436.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07165, over 212.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.284, pruned_loss=0.04983, over 2477771.33 frames. utt_duration=400.6 frames, utt_pad_proportion=0.0715, over 24812.66 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2835, pruned_loss=0.0509, over 2450852.01 frames. utt_duration=1271 frames, utt_pad_proportion=0.05214, over 7721.82 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2843, pruned_loss=0.0499, over 2478606.37 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07198, over 26491.14 utterances.], batch size: 212, lr: 2.35e-04
2022-08-31 13:02:33,081 INFO [train.py:927] (4/8) Epoch 17, batch 9700, giga_loss[loss=0.209, simple_loss=0.3011, pruned_loss=0.05842, over 12382.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2857, pruned_loss=0.04987, over 2477942.39 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06729, over 24230.53 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2834, pruned_loss=0.05081, over 2451389.04 frames. utt_duration=1276 frames, utt_pad_proportion=0.05121, over 7695.91 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.286, pruned_loss=0.04998, over 2478724.20 frames. utt_duration=383 frames, utt_pad_proportion=0.06827, over 25965.76 utterances.], batch size: 91, lr: 2.35e-04
2022-08-31 13:04:47,355 INFO [train.py:927] (4/8) Epoch 17, batch 9750, giga_loss[loss=0.1872, simple_loss=0.2673, pruned_loss=0.05359, over 12134.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.03789, over 33.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2865, pruned_loss=0.04988, over 2477861.12 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06262, over 23178.97 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2833, pruned_loss=0.05056, over 2452334.77 frames. utt_duration=1278 frames, utt_pad_proportion=0.05029, over 7682.54 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.287, pruned_loss=0.05018, over 2478467.17 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06414, over 25090.37 utterances.], batch size: 33, lr: 2.35e-04
2022-08-31 13:06:56,168 INFO [train.py:927] (4/8) Epoch 17, batch 9800, giga_loss[loss=0.1763, simple_loss=0.2797, pruned_loss=0.03647, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02556, over 66.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2853, pruned_loss=0.04983, over 2478193.49 frames. utt_duration=433.5 frames, utt_pad_proportion=0.06185, over 22931.43 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2832, pruned_loss=0.05066, over 2453089.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05305, over 7735.04 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2858, pruned_loss=0.04995, over 2478799.59 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06243, over 24893.88 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 13:09:01,927 INFO [train.py:927] (4/8) Epoch 17, batch 9850, giga_loss[loss=0.1947, simple_loss=0.2859, pruned_loss=0.0517, over 12421.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2852, pruned_loss=0.0495, over 2478147.21 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06126, over 23451.76 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2833, pruned_loss=0.05072, over 2453044.34 frames. utt_duration=1270 frames, utt_pad_proportion=0.05264, over 7733.70 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2855, pruned_loss=0.04952, over 2478903.11 frames. utt_duration=395.5 frames, utt_pad_proportion=0.0619, over 25142.51 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 13:10:54,064 INFO [train.py:927] (4/8) Epoch 17, batch 9900, giga_loss[loss=0.186, simple_loss=0.2815, pruned_loss=0.04528, over 12432.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07218, over 212.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2878, pruned_loss=0.05072, over 2477988.66 frames. utt_duration=422.9 frames, utt_pad_proportion=0.0599, over 23501.63 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2836, pruned_loss=0.05075, over 2453121.12 frames. utt_duration=1266 frames, utt_pad_proportion=0.05322, over 7759.04 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2878, pruned_loss=0.0507, over 2478626.25 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06033, over 24875.05 utterances.], batch size: 212, lr: 2.35e-04
2022-08-31 13:12:51,023 INFO [train.py:927] (4/8) Epoch 17, batch 9950, giga_loss[loss=0.1795, simple_loss=0.276, pruned_loss=0.04151, over 12461.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03021, over 55.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2861, pruned_loss=0.05051, over 2477866.72 frames. utt_duration=422.8 frames, utt_pad_proportion=0.05837, over 23509.67 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2836, pruned_loss=0.05067, over 2453326.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.05285, over 7745.50 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2861, pruned_loss=0.05056, over 2478399.62 frames. utt_duration=401.8 frames, utt_pad_proportion=0.05889, over 24746.34 utterances.], batch size: 55, lr: 2.35e-04
2022-08-31 13:14:29,877 INFO [train.py:927] (4/8) Epoch 17, batch 10000, giga_loss[loss=0.2673, simple_loss=0.344, pruned_loss=0.09531, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02994, over 45.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2899, pruned_loss=0.05292, over 2477366.16 frames. utt_duration=432.1 frames, utt_pad_proportion=0.05867, over 22999.92 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.05063, over 2453268.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.05244, over 7736.07 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2899, pruned_loss=0.05302, over 2478064.06 frames. utt_duration=412.1 frames, utt_pad_proportion=0.05922, over 24124.01 utterances.], batch size: 45, lr: 2.35e-04
2022-08-31 13:16:11,784 INFO [train.py:927] (4/8) Epoch 17, batch 10050, giga_loss[loss=0.1994, simple_loss=0.2873, pruned_loss=0.05572, over 12398.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04124, over 40.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2932, pruned_loss=0.05472, over 2476860.96 frames. utt_duration=455.7 frames, utt_pad_proportion=0.05994, over 21800.95 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.283, pruned_loss=0.05039, over 2453919.52 frames. utt_duration=1278 frames, utt_pad_proportion=0.05117, over 7689.02 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.294, pruned_loss=0.0551, over 2477581.44 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06075, over 23212.13 utterances.], batch size: 40, lr: 2.35e-04
2022-08-31 13:17:53,466 INFO [train.py:927] (4/8) Epoch 17, batch 10100, giga_loss[loss=0.1698, simple_loss=0.2615, pruned_loss=0.03904, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2886, pruned_loss=0.05346, over 2475979.02 frames. utt_duration=462.3 frames, utt_pad_proportion=0.05999, over 21483.09 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.05022, over 2454300.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.05057, over 7666.34 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2898, pruned_loss=0.05399, over 2476608.44 frames. utt_duration=434.1 frames, utt_pad_proportion=0.06089, over 22887.56 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:19:34,072 INFO [train.py:927] (4/8) Epoch 17, batch 10150, libri_loss[loss=0.1647, simple_loss=0.2526, pruned_loss=0.03838, over 12350.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00553, over 33.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2815, pruned_loss=0.05118, over 2476236.46 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06062, over 20583.84 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2822, pruned_loss=0.05008, over 2454612.87 frames. utt_duration=1287 frames, utt_pad_proportion=0.04967, over 7640.58 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2829, pruned_loss=0.0518, over 2477061.21 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0617, over 22101.87 utterances.], batch size: 33, lr: 2.35e-04
2022-08-31 13:21:16,842 INFO [train.py:927] (4/8) Epoch 17, batch 10200, giga_loss[loss=0.2164, simple_loss=0.2776, pruned_loss=0.07758, over 12368.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.186, simple_loss=0.2743, pruned_loss=0.04884, over 2476043.84 frames. utt_duration=491 frames, utt_pad_proportion=0.06104, over 20226.18 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2824, pruned_loss=0.05007, over 2455204.12 frames. utt_duration=1287 frames, utt_pad_proportion=0.04895, over 7640.74 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2752, pruned_loss=0.04935, over 2476551.40 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06219, over 21654.52 utterances.], batch size: 258, lr: 2.35e-04
2022-08-31 13:23:03,912 INFO [train.py:927] (4/8) Epoch 17, batch 10250, giga_loss[loss=0.1649, simple_loss=0.2527, pruned_loss=0.03857, over 12401.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05643, over 162.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2698, pruned_loss=0.04721, over 2475705.87 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06489, over 20176.53 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05007, over 2455536.29 frames. utt_duration=1288 frames, utt_pad_proportion=0.04809, over 7633.66 utterances.], giga_tot_loss[loss=0.1826, simple_loss=0.2701, pruned_loss=0.04758, over 2476298.03 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06595, over 21607.31 utterances.], batch size: 162, lr: 2.35e-04
2022-08-31 13:24:47,021 INFO [train.py:927] (4/8) Epoch 17, batch 10300, giga_loss[loss=0.1964, simple_loss=0.268, pruned_loss=0.06235, over 12392.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.1791, simple_loss=0.2656, pruned_loss=0.04631, over 2474536.31 frames. utt_duration=500.7 frames, utt_pad_proportion=0.0657, over 19825.17 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2827, pruned_loss=0.05018, over 2455357.03 frames. utt_duration=1286 frames, utt_pad_proportion=0.04768, over 7647.38 utterances.], giga_tot_loss[loss=0.1791, simple_loss=0.2653, pruned_loss=0.0464, over 2475865.25 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06682, over 21400.80 utterances.], batch size: 257, lr: 2.35e-04
2022-08-31 13:26:30,898 INFO [train.py:927] (4/8) Epoch 17, batch 10350, giga_loss[loss=0.1534, simple_loss=0.2298, pruned_loss=0.03847, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02611, over 45.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.2613, pruned_loss=0.04493, over 2473738.65 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06605, over 19288.16 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2817, pruned_loss=0.04982, over 2455569.27 frames. utt_duration=1293 frames, utt_pad_proportion=0.0465, over 7608.03 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.2612, pruned_loss=0.04516, over 2475319.60 frames. utt_duration=472 frames, utt_pad_proportion=0.06759, over 21040.37 utterances.], batch size: 45, lr: 2.35e-04
2022-08-31 13:28:12,673 INFO [train.py:927] (4/8) Epoch 17, batch 10400, giga_loss[loss=0.1383, simple_loss=0.2189, pruned_loss=0.0289, over 12364.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1909, over 363.00 utterances.], tot_loss[loss=0.172, simple_loss=0.2574, pruned_loss=0.04332, over 2473535.40 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06651, over 19076.46 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2816, pruned_loss=0.04973, over 2456324.69 frames. utt_duration=1292 frames, utt_pad_proportion=0.04615, over 7611.35 utterances.], giga_tot_loss[loss=0.1718, simple_loss=0.2568, pruned_loss=0.04343, over 2474680.44 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06809, over 20846.09 utterances.], batch size: 363, lr: 2.35e-04
2022-08-31 13:29:55,172 INFO [train.py:927] (4/8) Epoch 17, batch 10450, giga_loss[loss=0.1409, simple_loss=0.2193, pruned_loss=0.03125, over 12395.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03821, over 37.00 utterances.], tot_loss[loss=0.1678, simple_loss=0.2524, pruned_loss=0.04163, over 2473343.33 frames. utt_duration=525.5 frames, utt_pad_proportion=0.07094, over 18876.85 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2808, pruned_loss=0.04946, over 2456307.83 frames. utt_duration=1300 frames, utt_pad_proportion=0.04524, over 7568.58 utterances.], giga_tot_loss[loss=0.1677, simple_loss=0.2518, pruned_loss=0.04174, over 2474810.41 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07233, over 20677.93 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 13:31:38,324 INFO [train.py:927] (4/8) Epoch 17, batch 10500, giga_loss[loss=0.2153, simple_loss=0.3143, pruned_loss=0.05818, over 12406.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04483, over 26.00 utterances.], tot_loss[loss=0.1723, simple_loss=0.257, pruned_loss=0.04378, over 2473501.57 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07184, over 19499.81 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2803, pruned_loss=0.04913, over 2456495.03 frames. utt_duration=1305 frames, utt_pad_proportion=0.04428, over 7539.71 utterances.], giga_tot_loss[loss=0.1722, simple_loss=0.2563, pruned_loss=0.04399, over 2475000.72 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0734, over 21291.67 utterances.], batch size: 26, lr: 2.35e-04
2022-08-31 13:33:23,124 INFO [train.py:927] (4/8) Epoch 17, batch 10550, giga_loss[loss=0.1954, simple_loss=0.2958, pruned_loss=0.04745, over 12373.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02824, over 70.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2687, pruned_loss=0.04906, over 2473725.35 frames. utt_duration=517.6 frames, utt_pad_proportion=0.07001, over 19171.22 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2803, pruned_loss=0.04921, over 2456472.43 frames. utt_duration=1306 frames, utt_pad_proportion=0.04412, over 7532.36 utterances.], giga_tot_loss[loss=0.1831, simple_loss=0.268, pruned_loss=0.04914, over 2475083.85 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07155, over 20699.52 utterances.], batch size: 70, lr: 2.35e-04
2022-08-31 13:35:08,097 INFO [train.py:927] (4/8) Epoch 17, batch 10600, giga_loss[loss=0.2204, simple_loss=0.2971, pruned_loss=0.07186, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03303, over 42.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2753, pruned_loss=0.05144, over 2472965.50 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07218, over 19333.98 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2806, pruned_loss=0.04936, over 2456228.71 frames. utt_duration=1309 frames, utt_pad_proportion=0.04365, over 7516.44 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2744, pruned_loss=0.05138, over 2474495.43 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07357, over 20720.16 utterances.], batch size: 42, lr: 2.35e-04
2022-08-31 13:36:53,683 INFO [train.py:927] (4/8) Epoch 17, batch 10650, giga_loss[loss=0.2054, simple_loss=0.2858, pruned_loss=0.06249, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02926, over 45.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2787, pruned_loss=0.05274, over 2472671.30 frames. utt_duration=523.5 frames, utt_pad_proportion=0.07168, over 18945.29 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2806, pruned_loss=0.04924, over 2456186.84 frames. utt_duration=1310 frames, utt_pad_proportion=0.04337, over 7510.01 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2779, pruned_loss=0.05285, over 2474223.79 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07314, over 20268.59 utterances.], batch size: 45, lr: 2.35e-04
2022-08-31 13:38:39,972 INFO [train.py:927] (4/8) Epoch 17, batch 10700, giga_loss[loss=0.2258, simple_loss=0.3154, pruned_loss=0.06804, over 12455.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03063, over 80.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2828, pruned_loss=0.05486, over 2471822.17 frames. utt_duration=529.9 frames, utt_pad_proportion=0.07229, over 18712.68 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2805, pruned_loss=0.04919, over 2456043.85 frames. utt_duration=1310 frames, utt_pad_proportion=0.04304, over 7509.76 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2823, pruned_loss=0.0551, over 2473496.83 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07377, over 19977.70 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 13:40:24,434 INFO [train.py:927] (4/8) Epoch 17, batch 10750, giga_loss[loss=0.2286, simple_loss=0.3078, pruned_loss=0.07475, over 12355.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2164, over 375.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2874, pruned_loss=0.05682, over 2472363.00 frames. utt_duration=520.3 frames, utt_pad_proportion=0.07355, over 19061.62 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.28, pruned_loss=0.04906, over 2456265.35 frames. utt_duration=1312 frames, utt_pad_proportion=0.04305, over 7497.01 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2875, pruned_loss=0.05728, over 2473937.31 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07485, over 20376.83 utterances.], batch size: 375, lr: 2.35e-04
2022-08-31 13:42:06,590 INFO [train.py:927] (4/8) Epoch 17, batch 10800, giga_loss[loss=0.1784, simple_loss=0.2791, pruned_loss=0.03884, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05741, over 2472113.65 frames. utt_duration=546.4 frames, utt_pad_proportion=0.0699, over 18148.10 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2804, pruned_loss=0.04939, over 2456421.50 frames. utt_duration=1298 frames, utt_pad_proportion=0.04717, over 7576.47 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2908, pruned_loss=0.05767, over 2473619.26 frames. utt_duration=512 frames, utt_pad_proportion=0.07021, over 19380.96 utterances.], batch size: 48, lr: 2.35e-04
2022-08-31 13:43:51,879 INFO [train.py:927] (4/8) Epoch 17, batch 10850, giga_loss[loss=0.1824, simple_loss=0.2783, pruned_loss=0.04321, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04769, over 31.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2912, pruned_loss=0.05645, over 2471897.59 frames. utt_duration=548.1 frames, utt_pad_proportion=0.07508, over 18089.87 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2803, pruned_loss=0.04931, over 2456588.76 frames. utt_duration=1288 frames, utt_pad_proportion=0.05125, over 7638.14 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2915, pruned_loss=0.05693, over 2473359.25 frames. utt_duration=513.6 frames, utt_pad_proportion=0.07387, over 19318.69 utterances.], batch size: 31, lr: 2.35e-04
2022-08-31 13:45:36,497 INFO [train.py:927] (4/8) Epoch 17, batch 10900, giga_loss[loss=0.2217, simple_loss=0.2976, pruned_loss=0.07285, over 12360.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04068, over 145.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2923, pruned_loss=0.05647, over 2471698.37 frames. utt_duration=565 frames, utt_pad_proportion=0.07205, over 17544.37 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2804, pruned_loss=0.04933, over 2456762.82 frames. utt_duration=1289 frames, utt_pad_proportion=0.05104, over 7634.95 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2925, pruned_loss=0.05687, over 2472764.32 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07132, over 18550.53 utterances.], batch size: 145, lr: 2.35e-04
2022-08-31 13:47:22,558 INFO [train.py:927] (4/8) Epoch 17, batch 10950, giga_loss[loss=0.2067, simple_loss=0.2913, pruned_loss=0.06111, over 12420.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03753, over 86.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2939, pruned_loss=0.05845, over 2472091.07 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06631, over 16884.70 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2801, pruned_loss=0.0492, over 2457314.77 frames. utt_duration=1295 frames, utt_pad_proportion=0.04991, over 7601.40 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2946, pruned_loss=0.05908, over 2472837.54 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06662, over 17971.70 utterances.], batch size: 86, lr: 2.35e-04
2022-08-31 13:49:08,706 INFO [train.py:927] (4/8) Epoch 17, batch 11000, giga_loss[loss=0.2154, simple_loss=0.3012, pruned_loss=0.06484, over 12465.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04497, over 34.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.05921, over 2471528.64 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06708, over 16680.33 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2802, pruned_loss=0.04918, over 2457520.13 frames. utt_duration=1294 frames, utt_pad_proportion=0.04978, over 7607.42 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05981, over 2472060.41 frames. utt_duration=563 frames, utt_pad_proportion=0.06741, over 17610.13 utterances.], batch size: 34, lr: 2.35e-04
2022-08-31 13:50:53,033 INFO [train.py:927] (4/8) Epoch 17, batch 11050, giga_loss[loss=0.2208, simple_loss=0.3074, pruned_loss=0.06711, over 12388.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04501, over 146.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2928, pruned_loss=0.05884, over 2472634.79 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06136, over 16586.21 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2801, pruned_loss=0.04923, over 2458012.50 frames. utt_duration=1297 frames, utt_pad_proportion=0.04857, over 7590.66 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2938, pruned_loss=0.05965, over 2473137.26 frames. utt_duration=561 frames, utt_pad_proportion=0.06258, over 17680.28 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:52:32,925 INFO [train.py:927] (4/8) Epoch 17, batch 11100, giga_loss[loss=0.1967, simple_loss=0.2852, pruned_loss=0.05412, over 12337.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03177, over 85.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2908, pruned_loss=0.05768, over 2472750.43 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06521, over 17150.03 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2801, pruned_loss=0.04912, over 2458244.57 frames. utt_duration=1299 frames, utt_pad_proportion=0.04751, over 7577.14 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.292, pruned_loss=0.05867, over 2473314.48 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06646, over 18271.90 utterances.], batch size: 85, lr: 2.35e-04
2022-08-31 13:54:16,097 INFO [train.py:927] (4/8) Epoch 17, batch 11150, giga_loss[loss=0.1861, simple_loss=0.2732, pruned_loss=0.04946, over 12358.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2871, pruned_loss=0.0566, over 2473302.60 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0648, over 17516.20 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2802, pruned_loss=0.04908, over 2458752.02 frames. utt_duration=1290 frames, utt_pad_proportion=0.05023, over 7632.91 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2882, pruned_loss=0.05768, over 2473735.31 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06503, over 18673.47 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 13:55:57,885 INFO [train.py:927] (4/8) Epoch 17, batch 11200, giga_loss[loss=0.1785, simple_loss=0.2787, pruned_loss=0.03916, over 12411.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.284, pruned_loss=0.0557, over 2473733.11 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06662, over 18183.09 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2805, pruned_loss=0.04926, over 2459016.57 frames. utt_duration=1290 frames, utt_pad_proportion=0.04963, over 7632.93 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2848, pruned_loss=0.05654, over 2474160.56 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06705, over 19334.22 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 13:57:41,471 INFO [train.py:927] (4/8) Epoch 17, batch 11250, giga_loss[loss=0.1976, simple_loss=0.2881, pruned_loss=0.0536, over 12453.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03107, over 75.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2841, pruned_loss=0.05577, over 2473114.15 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06835, over 18059.15 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2811, pruned_loss=0.04954, over 2459411.98 frames. utt_duration=1288 frames, utt_pad_proportion=0.04868, over 7647.30 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2843, pruned_loss=0.05651, over 2473790.13 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06935, over 19489.88 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 13:59:24,460 INFO [train.py:927] (4/8) Epoch 17, batch 11300, giga_loss[loss=0.171, simple_loss=0.2551, pruned_loss=0.04347, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02727, over 45.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2816, pruned_loss=0.05468, over 2472933.85 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06438, over 16987.98 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2812, pruned_loss=0.04965, over 2459594.67 frames. utt_duration=1277 frames, utt_pad_proportion=0.05209, over 7712.33 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2816, pruned_loss=0.05524, over 2473480.79 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06427, over 18192.31 utterances.], batch size: 45, lr: 2.35e-04
2022-08-31 14:01:08,796 INFO [train.py:927] (4/8) Epoch 17, batch 11350, giga_loss[loss=0.1778, simple_loss=0.2537, pruned_loss=0.051, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03266, over 39.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2787, pruned_loss=0.05364, over 2472622.14 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05943, over 16477.83 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2817, pruned_loss=0.04969, over 2459742.70 frames. utt_duration=1277 frames, utt_pad_proportion=0.05188, over 7712.77 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2783, pruned_loss=0.05405, over 2472973.88 frames. utt_duration=568 frames, utt_pad_proportion=0.05972, over 17460.43 utterances.], batch size: 39, lr: 2.35e-04
2022-08-31 14:02:50,334 INFO [train.py:927] (4/8) Epoch 17, batch 11400, giga_loss[loss=0.1878, simple_loss=0.2689, pruned_loss=0.05337, over 12417.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0374, over 105.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.276, pruned_loss=0.05241, over 2472730.44 frames. utt_duration=621.4 frames, utt_pad_proportion=0.05695, over 15955.15 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2815, pruned_loss=0.04954, over 2459915.38 frames. utt_duration=1270 frames, utt_pad_proportion=0.05485, over 7756.46 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2757, pruned_loss=0.05299, over 2473238.17 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05627, over 16973.64 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 14:04:33,711 INFO [train.py:927] (4/8) Epoch 17, batch 11450, giga_loss[loss=0.1847, simple_loss=0.264, pruned_loss=0.05268, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03178, over 42.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2734, pruned_loss=0.05202, over 2472295.53 frames. utt_duration=650 frames, utt_pad_proportion=0.05435, over 15248.77 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2819, pruned_loss=0.04989, over 2460163.47 frames. utt_duration=1258 frames, utt_pad_proportion=0.05878, over 7832.09 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2727, pruned_loss=0.05222, over 2472712.46 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05234, over 16139.73 utterances.], batch size: 42, lr: 2.35e-04
2022-08-31 14:06:15,861 INFO [train.py:927] (4/8) Epoch 17, batch 11500, giga_loss[loss=0.1484, simple_loss=0.2374, pruned_loss=0.02968, over 12273.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02705, over 54.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2709, pruned_loss=0.05112, over 2471520.96 frames. utt_duration=667.3 frames, utt_pad_proportion=0.05341, over 14848.76 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2818, pruned_loss=0.04989, over 2460323.67 frames. utt_duration=1249 frames, utt_pad_proportion=0.06192, over 7888.79 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.27, pruned_loss=0.05132, over 2472039.96 frames. utt_duration=631 frames, utt_pad_proportion=0.05017, over 15708.87 utterances.], batch size: 54, lr: 2.35e-04
2022-08-31 14:08:02,427 INFO [train.py:927] (4/8) Epoch 17, batch 11550, giga_loss[loss=0.1974, simple_loss=0.2826, pruned_loss=0.05615, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02742, over 45.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2731, pruned_loss=0.05259, over 2471579.70 frames. utt_duration=632.6 frames, utt_pad_proportion=0.05771, over 15665.19 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2819, pruned_loss=0.04991, over 2460571.12 frames. utt_duration=1251 frames, utt_pad_proportion=0.06119, over 7879.48 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2723, pruned_loss=0.05276, over 2471919.22 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05534, over 16450.01 utterances.], batch size: 45, lr: 2.35e-04
2022-08-31 14:09:48,140 INFO [train.py:927] (4/8) Epoch 17, batch 11600, giga_loss[loss=0.3107, simple_loss=0.3595, pruned_loss=0.131, over 12373.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2765, pruned_loss=0.05466, over 2471377.26 frames. utt_duration=607.6 frames, utt_pad_proportion=0.06536, over 16311.09 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2814, pruned_loss=0.04972, over 2460473.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.06012, over 7844.78 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2761, pruned_loss=0.05505, over 2471974.45 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06362, over 17148.03 utterances.], batch size: 259, lr: 2.35e-04
2022-08-31 14:11:32,607 INFO [train.py:927] (4/8) Epoch 17, batch 11650, giga_loss[loss=0.1963, simple_loss=0.2754, pruned_loss=0.05862, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2824, pruned_loss=0.05682, over 2472675.15 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06628, over 16783.98 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.282, pruned_loss=0.05002, over 2460993.85 frames. utt_duration=1238 frames, utt_pad_proportion=0.06428, over 7963.89 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2814, pruned_loss=0.05707, over 2473100.16 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06314, over 17653.69 utterances.], batch size: 34, lr: 2.35e-04
2022-08-31 14:13:16,893 INFO [train.py:927] (4/8) Epoch 17, batch 11700, giga_loss[loss=0.2192, simple_loss=0.3097, pruned_loss=0.06435, over 12360.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2874, pruned_loss=0.05875, over 2473236.61 frames. utt_duration=542.5 frames, utt_pad_proportion=0.07737, over 18284.86 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.282, pruned_loss=0.0499, over 2461132.88 frames. utt_duration=1241 frames, utt_pad_proportion=0.06296, over 7941.06 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2868, pruned_loss=0.05928, over 2473785.96 frames. utt_duration=514.7 frames, utt_pad_proportion=0.07524, over 19279.23 utterances.], batch size: 91, lr: 2.35e-04
2022-08-31 14:15:02,912 INFO [train.py:927] (4/8) Epoch 17, batch 11750, giga_loss[loss=0.1683, simple_loss=0.2654, pruned_loss=0.03556, over 12342.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03587, over 104.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2904, pruned_loss=0.05964, over 2473170.27 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07646, over 19072.76 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.282, pruned_loss=0.04994, over 2461271.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06269, over 7940.35 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.29, pruned_loss=0.06006, over 2473526.77 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07502, over 19904.97 utterances.], batch size: 104, lr: 2.35e-04
2022-08-31 14:16:44,973 INFO [train.py:927] (4/8) Epoch 17, batch 11800, giga_loss[loss=0.1597, simple_loss=0.2527, pruned_loss=0.03339, over 12401.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02958, over 62.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2888, pruned_loss=0.05738, over 2473308.92 frames. utt_duration=542.7 frames, utt_pad_proportion=0.07073, over 18281.63 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04992, over 2461313.73 frames. utt_duration=1239 frames, utt_pad_proportion=0.0627, over 7956.58 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2884, pruned_loss=0.05788, over 2473775.11 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06982, over 19118.51 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 14:18:31,960 INFO [train.py:927] (4/8) Epoch 17, batch 11850, giga_loss[loss=0.1994, simple_loss=0.2975, pruned_loss=0.05067, over 12371.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03046, over 62.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2902, pruned_loss=0.05758, over 2473449.38 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06799, over 17861.91 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04992, over 2461313.73 frames. utt_duration=1239 frames, utt_pad_proportion=0.0627, over 7956.58 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05797, over 2473812.22 frames. utt_duration=536 frames, utt_pad_proportion=0.06735, over 18513.26 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 14:20:18,171 INFO [train.py:927] (4/8) Epoch 17, batch 11900, giga_loss[loss=0.2115, simple_loss=0.2921, pruned_loss=0.06539, over 12378.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.0491, over 34.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2927, pruned_loss=0.05922, over 2472708.07 frames. utt_duration=550 frames, utt_pad_proportion=0.06676, over 18032.32 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2821, pruned_loss=0.04996, over 2461477.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.06174, over 7934.64 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2926, pruned_loss=0.05964, over 2473062.79 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06668, over 18739.81 utterances.], batch size: 34, lr: 2.35e-04
2022-08-31 14:22:02,709 INFO [train.py:927] (4/8) Epoch 17, batch 11950, giga_loss[loss=0.2139, simple_loss=0.3018, pruned_loss=0.06302, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02847, over 45.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2937, pruned_loss=0.06009, over 2472726.33 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06732, over 17881.70 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2824, pruned_loss=0.04988, over 2461715.70 frames. utt_duration=1243 frames, utt_pad_proportion=0.06102, over 7929.65 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2935, pruned_loss=0.06063, over 2472934.43 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06755, over 18586.60 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 14:23:49,474 INFO [train.py:927] (4/8) Epoch 17, batch 12000, giga_loss[loss=0.2318, simple_loss=0.315, pruned_loss=0.07426, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03224, over 40.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2939, pruned_loss=0.05991, over 2473015.89 frames. utt_duration=597.3 frames, utt_pad_proportion=0.0624, over 16603.50 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2822, pruned_loss=0.04974, over 2461631.45 frames. utt_duration=1249 frames, utt_pad_proportion=0.05996, over 7891.79 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2942, pruned_loss=0.0607, over 2473519.46 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06326, over 17412.20 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 14:23:49,475 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 14:24:05,604 INFO [train.py:967] (4/8) 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 14:25:48,945 INFO [train.py:927] (4/8) Epoch 17, batch 12050, giga_loss[loss=0.2086, simple_loss=0.2982, pruned_loss=0.05953, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2942, pruned_loss=0.06031, over 2473233.87 frames. utt_duration=605.2 frames, utt_pad_proportion=0.06188, over 16386.29 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2814, pruned_loss=0.04961, over 2461711.47 frames. utt_duration=1257 frames, utt_pad_proportion=0.05848, over 7840.84 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06148, over 2474044.90 frames. utt_duration=568.8 frames, utt_pad_proportion=0.0633, over 17444.88 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 14:27:31,122 INFO [train.py:927] (4/8) Epoch 17, batch 12100, giga_loss[loss=0.2112, simple_loss=0.3058, pruned_loss=0.05825, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04574, over 34.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2945, pruned_loss=0.06102, over 2473209.24 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05895, over 15979.77 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2814, pruned_loss=0.04977, over 2461923.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.05664, over 7803.60 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2962, pruned_loss=0.06228, over 2474178.94 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06109, over 17217.24 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 14:29:15,993 INFO [train.py:927] (4/8) Epoch 17, batch 12150, giga_loss[loss=0.1815, simple_loss=0.2675, pruned_loss=0.04773, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0374, over 40.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2942, pruned_loss=0.06138, over 2472648.58 frames. utt_duration=618.6 frames, utt_pad_proportion=0.05949, over 16028.49 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.282, pruned_loss=0.05022, over 2462386.48 frames. utt_duration=1259 frames, utt_pad_proportion=0.05657, over 7831.24 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2954, pruned_loss=0.06228, over 2473320.43 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06122, over 17214.81 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 14:30:56,217 INFO [train.py:927] (4/8) Epoch 17, batch 12200, libri_loss[loss=0.1567, simple_loss=0.2392, pruned_loss=0.03715, over 12280.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009528, over 28.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2942, pruned_loss=0.06164, over 2472641.84 frames. utt_duration=636.2 frames, utt_pad_proportion=0.05713, over 15582.59 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2816, pruned_loss=0.05013, over 2462697.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.05593, over 7826.67 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2959, pruned_loss=0.06283, over 2473230.80 frames. utt_duration=590.4 frames, utt_pad_proportion=0.059, over 16798.18 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 14:32:42,579 INFO [train.py:927] (4/8) Epoch 17, batch 12250, giga_loss[loss=0.1921, simple_loss=0.286, pruned_loss=0.0491, over 12356.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04748, over 26.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2945, pruned_loss=0.06155, over 2472369.63 frames. utt_duration=638 frames, utt_pad_proportion=0.05723, over 15538.33 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2814, pruned_loss=0.05006, over 2462667.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.0549, over 7796.28 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2964, pruned_loss=0.06284, over 2473072.38 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05916, over 16708.09 utterances.], batch size: 26, lr: 2.34e-04
2022-08-31 14:34:24,691 INFO [train.py:927] (4/8) Epoch 17, batch 12300, giga_loss[loss=0.2228, simple_loss=0.3081, pruned_loss=0.06878, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0433, over 146.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2948, pruned_loss=0.06194, over 2472328.75 frames. utt_duration=629.2 frames, utt_pad_proportion=0.05772, over 15756.14 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2813, pruned_loss=0.05009, over 2462435.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05414, over 7778.40 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2966, pruned_loss=0.06313, over 2473262.42 frames. utt_duration=589.3 frames, utt_pad_proportion=0.05952, over 16829.88 utterances.], batch size: 146, lr: 2.34e-04
2022-08-31 14:36:10,551 INFO [train.py:927] (4/8) Epoch 17, batch 12350, giga_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05347, over 12394.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02495, over 66.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2931, pruned_loss=0.06135, over 2472500.55 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05731, over 15983.03 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2817, pruned_loss=0.05019, over 2462367.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.0537, over 7769.64 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2942, pruned_loss=0.06229, over 2473396.76 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05894, over 16913.13 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 14:37:51,969 INFO [train.py:927] (4/8) Epoch 17, batch 12400, giga_loss[loss=0.1877, simple_loss=0.2719, pruned_loss=0.05177, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02836, over 39.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2912, pruned_loss=0.0608, over 2472193.06 frames. utt_duration=639.6 frames, utt_pad_proportion=0.05777, over 15497.56 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.05055, over 2462801.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.05234, over 7736.25 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2923, pruned_loss=0.06158, over 2472829.10 frames. utt_duration=599.9 frames, utt_pad_proportion=0.0597, over 16529.34 utterances.], batch size: 39, lr: 2.34e-04
2022-08-31 14:39:34,007 INFO [train.py:927] (4/8) Epoch 17, batch 12450, giga_loss[loss=0.2088, simple_loss=0.2882, pruned_loss=0.06474, over 12452.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2878, pruned_loss=0.05923, over 2471299.26 frames. utt_duration=638.5 frames, utt_pad_proportion=0.05848, over 15518.30 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05051, over 2462964.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05183, over 7726.24 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2888, pruned_loss=0.06, over 2471770.46 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06024, over 16442.83 utterances.], batch size: 105, lr: 2.34e-04
2022-08-31 14:41:15,009 INFO [train.py:927] (4/8) Epoch 17, batch 12500, giga_loss[loss=0.183, simple_loss=0.2652, pruned_loss=0.05046, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03105, over 97.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2847, pruned_loss=0.05758, over 2471994.98 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06308, over 16727.39 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2817, pruned_loss=0.0505, over 2462876.21 frames. utt_duration=1278 frames, utt_pad_proportion=0.05164, over 7718.61 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2856, pruned_loss=0.05823, over 2472480.66 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06428, over 17495.67 utterances.], batch size: 97, lr: 2.34e-04
2022-08-31 14:43:00,895 INFO [train.py:927] (4/8) Epoch 17, batch 12550, giga_loss[loss=0.187, simple_loss=0.2817, pruned_loss=0.0462, over 12318.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03489, over 58.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2832, pruned_loss=0.05726, over 2471708.57 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06594, over 16897.87 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2817, pruned_loss=0.05056, over 2462752.80 frames. utt_duration=1278 frames, utt_pad_proportion=0.05141, over 7718.73 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2839, pruned_loss=0.05781, over 2472318.72 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06689, over 17618.60 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 14:44:42,875 INFO [train.py:927] (4/8) Epoch 17, batch 12600, libri_loss[loss=0.1611, simple_loss=0.245, pruned_loss=0.03863, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01031, over 28.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2849, pruned_loss=0.05766, over 2471765.61 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06649, over 17049.69 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2819, pruned_loss=0.05092, over 2463068.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05496, over 7770.25 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2854, pruned_loss=0.05796, over 2472221.08 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06592, over 17853.23 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 14:46:22,963 INFO [train.py:927] (4/8) Epoch 17, batch 12650, libri_loss[loss=0.218, simple_loss=0.3021, pruned_loss=0.06692, over 12440.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005867, over 32.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2861, pruned_loss=0.05736, over 2473295.66 frames. utt_duration=553.4 frames, utt_pad_proportion=0.0672, over 17926.12 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2821, pruned_loss=0.05119, over 2463505.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05438, over 7766.39 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2864, pruned_loss=0.05756, over 2473573.34 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06705, over 18874.56 utterances.], batch size: 32, lr: 2.34e-04
2022-08-31 14:48:07,168 INFO [train.py:927] (4/8) Epoch 17, batch 12700, libri_loss[loss=0.2082, simple_loss=0.2872, pruned_loss=0.06457, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006847, over 33.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2854, pruned_loss=0.0566, over 2473617.86 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06178, over 17722.65 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2824, pruned_loss=0.05145, over 2463233.98 frames. utt_duration=1274 frames, utt_pad_proportion=0.05357, over 7742.23 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2855, pruned_loss=0.05664, over 2474260.11 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06227, over 18671.24 utterances.], batch size: 33, lr: 2.34e-04
2022-08-31 14:49:47,811 INFO [train.py:927] (4/8) Epoch 17, batch 12750, giga_loss[loss=0.224, simple_loss=0.3151, pruned_loss=0.06645, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07335, over 212.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.286, pruned_loss=0.0564, over 2472978.30 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06797, over 18416.24 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2829, pruned_loss=0.05168, over 2463345.44 frames. utt_duration=1277 frames, utt_pad_proportion=0.05223, over 7724.70 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2857, pruned_loss=0.05637, over 2473682.64 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06863, over 19506.22 utterances.], batch size: 212, lr: 2.34e-04
2022-08-31 14:51:27,830 INFO [train.py:927] (4/8) Epoch 17, batch 12800, giga_loss[loss=0.254, simple_loss=0.3352, pruned_loss=0.08639, over 12364.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2874, pruned_loss=0.05681, over 2473547.49 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06529, over 18101.76 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2831, pruned_loss=0.05191, over 2463772.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05141, over 7725.70 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2871, pruned_loss=0.05669, over 2473954.28 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06639, over 19211.35 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 14:53:08,728 INFO [train.py:927] (4/8) Epoch 17, batch 12850, giga_loss[loss=0.2066, simple_loss=0.2984, pruned_loss=0.05738, over 12372.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05451, over 181.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2887, pruned_loss=0.05707, over 2473400.65 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06068, over 17686.18 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2831, pruned_loss=0.05205, over 2463756.60 frames. utt_duration=1281 frames, utt_pad_proportion=0.05064, over 7701.37 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2886, pruned_loss=0.05694, over 2473915.78 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06216, over 18777.89 utterances.], batch size: 181, lr: 2.34e-04
2022-08-31 14:54:51,020 INFO [train.py:927] (4/8) Epoch 17, batch 12900, giga_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05789, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03084, over 37.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2896, pruned_loss=0.05732, over 2472681.05 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05749, over 17406.93 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2832, pruned_loss=0.05216, over 2463788.81 frames. utt_duration=1281 frames, utt_pad_proportion=0.05046, over 7703.87 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2894, pruned_loss=0.05714, over 2473095.80 frames. utt_duration=542 frames, utt_pad_proportion=0.05891, over 18301.44 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 14:56:30,603 INFO [train.py:927] (4/8) Epoch 17, batch 12950, giga_loss[loss=0.1731, simple_loss=0.2578, pruned_loss=0.04419, over 12261.00 frames. utt_duration=963.2 frames, utt_pad_proportion=0.03877, over 51.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2896, pruned_loss=0.05773, over 2472649.73 frames. utt_duration=548 frames, utt_pad_proportion=0.06265, over 18098.07 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2834, pruned_loss=0.0524, over 2463807.14 frames. utt_duration=1280 frames, utt_pad_proportion=0.04999, over 7708.23 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2893, pruned_loss=0.05746, over 2473073.56 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06375, over 18925.73 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 14:58:11,432 INFO [train.py:927] (4/8) Epoch 17, batch 13000, giga_loss[loss=0.1825, simple_loss=0.2784, pruned_loss=0.0433, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02871, over 70.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.288, pruned_loss=0.05714, over 2473196.26 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06105, over 17988.53 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05279, over 2463950.04 frames. utt_duration=1269 frames, utt_pad_proportion=0.0537, over 7775.90 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2873, pruned_loss=0.05662, over 2473553.93 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06059, over 18763.36 utterances.], batch size: 70, lr: 2.34e-04
2022-08-31 14:59:52,169 INFO [train.py:927] (4/8) Epoch 17, batch 13050, giga_loss[loss=0.2051, simple_loss=0.2928, pruned_loss=0.05875, over 12326.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03383, over 85.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2887, pruned_loss=0.0562, over 2473699.17 frames. utt_duration=541 frames, utt_pad_proportion=0.06029, over 18339.79 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05281, over 2463908.29 frames. utt_duration=1270 frames, utt_pad_proportion=0.05351, over 7769.02 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2881, pruned_loss=0.0558, over 2474049.72 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06004, over 18993.33 utterances.], batch size: 85, lr: 2.34e-04
2022-08-31 15:01:32,809 INFO [train.py:927] (4/8) Epoch 17, batch 13100, giga_loss[loss=0.1529, simple_loss=0.2346, pruned_loss=0.03557, over 12306.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04353, over 26.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2874, pruned_loss=0.05597, over 2473596.01 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05859, over 18028.95 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2843, pruned_loss=0.0531, over 2464023.38 frames. utt_duration=1273 frames, utt_pad_proportion=0.05293, over 7752.59 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2868, pruned_loss=0.05545, over 2473897.95 frames. utt_duration=530.9 frames, utt_pad_proportion=0.05867, over 18690.90 utterances.], batch size: 26, lr: 2.34e-04
2022-08-31 15:03:14,674 INFO [train.py:927] (4/8) Epoch 17, batch 13150, giga_loss[loss=0.2045, simple_loss=0.2907, pruned_loss=0.0591, over 12399.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02872, over 58.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2861, pruned_loss=0.05609, over 2474425.19 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05654, over 18248.90 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2846, pruned_loss=0.05327, over 2464422.32 frames. utt_duration=1271 frames, utt_pad_proportion=0.05258, over 7762.83 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2855, pruned_loss=0.0556, over 2474577.96 frames. utt_duration=521.4 frames, utt_pad_proportion=0.05688, over 19039.05 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 15:04:56,066 INFO [train.py:927] (4/8) Epoch 17, batch 13200, giga_loss[loss=0.1831, simple_loss=0.2703, pruned_loss=0.0479, over 12281.00 frames. utt_duration=964.9 frames, utt_pad_proportion=0.03702, over 51.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2851, pruned_loss=0.05636, over 2474639.83 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05915, over 18833.46 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2841, pruned_loss=0.05317, over 2464203.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.05197, over 7730.78 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.285, pruned_loss=0.05612, over 2475160.18 frames. utt_duration=504.4 frames, utt_pad_proportion=0.05957, over 19686.20 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:06:35,525 INFO [train.py:927] (4/8) Epoch 17, batch 13250, libri_loss[loss=0.1544, simple_loss=0.2292, pruned_loss=0.0398, over 12281.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009367, over 28.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.282, pruned_loss=0.05549, over 2474134.54 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06076, over 18803.60 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2836, pruned_loss=0.05331, over 2463939.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05449, over 7763.63 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2824, pruned_loss=0.05527, over 2475250.95 frames. utt_duration=497.8 frames, utt_pad_proportion=0.0601, over 19950.96 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 15:08:16,082 INFO [train.py:927] (4/8) Epoch 17, batch 13300, giga_loss[loss=0.1811, simple_loss=0.2621, pruned_loss=0.0501, over 12388.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02968, over 97.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2791, pruned_loss=0.05467, over 2474704.21 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0593, over 18187.64 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2835, pruned_loss=0.05356, over 2464065.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.05337, over 7719.23 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2795, pruned_loss=0.05435, over 2475775.51 frames. utt_duration=511.1 frames, utt_pad_proportion=0.05928, over 19433.99 utterances.], batch size: 97, lr: 2.34e-04
2022-08-31 15:09:56,411 INFO [train.py:927] (4/8) Epoch 17, batch 13350, giga_loss[loss=0.1979, simple_loss=0.2778, pruned_loss=0.05897, over 12370.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.0522, over 34.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2799, pruned_loss=0.05438, over 2474243.34 frames. utt_duration=552.8 frames, utt_pad_proportion=0.0605, over 17952.96 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2837, pruned_loss=0.05357, over 2464028.11 frames. utt_duration=1282 frames, utt_pad_proportion=0.05293, over 7696.52 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2799, pruned_loss=0.05412, over 2475276.98 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06064, over 19111.33 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 15:11:36,998 INFO [train.py:927] (4/8) Epoch 17, batch 13400, giga_loss[loss=0.2153, simple_loss=0.3051, pruned_loss=0.06281, over 12389.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2824, pruned_loss=0.05549, over 2474904.74 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05732, over 17334.97 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.284, pruned_loss=0.05384, over 2464091.26 frames. utt_duration=1286 frames, utt_pad_proportion=0.05216, over 7674.71 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2822, pruned_loss=0.05509, over 2475844.94 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05792, over 18445.91 utterances.], batch size: 182, lr: 2.34e-04
2022-08-31 15:13:16,917 INFO [train.py:927] (4/8) Epoch 17, batch 13450, giga_loss[loss=0.2376, simple_loss=0.319, pruned_loss=0.07808, over 12368.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2842, pruned_loss=0.05615, over 2474272.92 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05678, over 16747.18 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2839, pruned_loss=0.05404, over 2464483.49 frames. utt_duration=1291 frames, utt_pad_proportion=0.05057, over 7644.46 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.284, pruned_loss=0.05571, over 2475026.06 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05805, over 18018.80 utterances.], batch size: 97, lr: 2.34e-04
2022-08-31 15:15:02,532 INFO [train.py:927] (4/8) Epoch 17, batch 13500, giga_loss[loss=0.2442, simple_loss=0.3276, pruned_loss=0.08046, over 12381.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03949, over 113.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2898, pruned_loss=0.06006, over 2474569.22 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06235, over 17449.59 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2842, pruned_loss=0.05433, over 2464521.71 frames. utt_duration=1292 frames, utt_pad_proportion=0.04983, over 7638.71 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2895, pruned_loss=0.05952, over 2475289.75 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06335, over 18636.08 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 15:16:47,925 INFO [train.py:927] (4/8) Epoch 17, batch 13550, giga_loss[loss=0.2485, simple_loss=0.3284, pruned_loss=0.08429, over 12293.00 frames. utt_duration=849.6 frames, utt_pad_proportion=0.03673, over 58.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2969, pruned_loss=0.06505, over 2474473.25 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06862, over 18787.65 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2843, pruned_loss=0.0546, over 2464630.98 frames. utt_duration=1293 frames, utt_pad_proportion=0.04916, over 7634.01 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06453, over 2475119.62 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06946, over 19945.13 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 15:18:33,460 INFO [train.py:927] (4/8) Epoch 17, batch 13600, libri_loss[loss=0.2062, simple_loss=0.2833, pruned_loss=0.06453, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006501, over 33.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3018, pruned_loss=0.06821, over 2474124.94 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06666, over 18677.85 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2848, pruned_loss=0.05511, over 2464554.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.04855, over 7652.78 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3017, pruned_loss=0.06776, over 2475102.15 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06795, over 20006.63 utterances.], batch size: 33, lr: 2.34e-04
2022-08-31 15:20:20,726 INFO [train.py:927] (4/8) Epoch 17, batch 13650, giga_loss[loss=0.2193, simple_loss=0.3034, pruned_loss=0.06758, over 12456.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03805, over 31.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3066, pruned_loss=0.07187, over 2474766.97 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07218, over 19695.38 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.285, pruned_loss=0.05537, over 2464999.25 frames. utt_duration=1290 frames, utt_pad_proportion=0.0476, over 7650.14 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3069, pruned_loss=0.07171, over 2475412.99 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07334, over 21095.96 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 15:22:08,597 INFO [train.py:927] (4/8) Epoch 17, batch 13700, giga_loss[loss=0.2222, simple_loss=0.3026, pruned_loss=0.07093, over 12392.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04409, over 26.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3093, pruned_loss=0.07486, over 2474258.84 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07802, over 20289.87 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2849, pruned_loss=0.05556, over 2465300.64 frames. utt_duration=1290 frames, utt_pad_proportion=0.04692, over 7651.24 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3105, pruned_loss=0.07521, over 2474835.36 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0791, over 21866.32 utterances.], batch size: 26, lr: 2.34e-04
2022-08-31 15:23:58,432 INFO [train.py:927] (4/8) Epoch 17, batch 13750, giga_loss[loss=0.2118, simple_loss=0.3025, pruned_loss=0.06055, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03325, over 122.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3153, pruned_loss=0.08029, over 2473806.43 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08919, over 22468.53 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2847, pruned_loss=0.05563, over 2465141.65 frames. utt_duration=1294 frames, utt_pad_proportion=0.04641, over 7631.58 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3168, pruned_loss=0.08082, over 2474523.17 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08969, over 23930.70 utterances.], batch size: 122, lr: 2.34e-04
2022-08-31 15:25:44,972 INFO [train.py:927] (4/8) Epoch 17, batch 13800, giga_loss[loss=0.2152, simple_loss=0.2905, pruned_loss=0.06993, over 12350.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03392, over 51.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08264, over 2473813.93 frames. utt_duration=417.9 frames, utt_pad_proportion=0.09459, over 23758.98 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2853, pruned_loss=0.05596, over 2465206.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.05133, over 7724.06 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08308, over 2474437.46 frames. utt_duration=397 frames, utt_pad_proportion=0.09362, over 25020.46 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:27:30,171 INFO [train.py:927] (4/8) Epoch 17, batch 13850, giga_loss[loss=0.2464, simple_loss=0.3244, pruned_loss=0.08426, over 12424.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02187, over 48.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3181, pruned_loss=0.08231, over 2474062.35 frames. utt_duration=426.8 frames, utt_pad_proportion=0.09134, over 23267.53 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2858, pruned_loss=0.0564, over 2465364.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05559, over 7812.26 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3194, pruned_loss=0.08306, over 2474688.70 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0899, over 24681.74 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 15:29:14,579 INFO [train.py:927] (4/8) Epoch 17, batch 13900, giga_loss[loss=0.2109, simple_loss=0.3, pruned_loss=0.06087, over 12445.00 frames. utt_duration=442.1 frames, utt_pad_proportion=0.03251, over 113.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3183, pruned_loss=0.0819, over 2474084.22 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08994, over 23464.78 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2857, pruned_loss=0.05643, over 2465054.00 frames. utt_duration=1263 frames, utt_pad_proportion=0.05569, over 7814.23 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.32, pruned_loss=0.08291, over 2475010.49 frames. utt_duration=399.8 frames, utt_pad_proportion=0.08902, over 24853.89 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 15:31:02,840 INFO [train.py:927] (4/8) Epoch 17, batch 13950, giga_loss[loss=0.2201, simple_loss=0.3096, pruned_loss=0.06528, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02725, over 91.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3168, pruned_loss=0.07955, over 2474280.75 frames. utt_duration=420.6 frames, utt_pad_proportion=0.08782, over 23610.97 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2856, pruned_loss=0.05649, over 2465046.30 frames. utt_duration=1265 frames, utt_pad_proportion=0.05472, over 7805.87 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3189, pruned_loss=0.08085, over 2475240.80 frames. utt_duration=396.1 frames, utt_pad_proportion=0.08771, over 25089.14 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 15:32:49,637 INFO [train.py:927] (4/8) Epoch 17, batch 14000, libri_loss[loss=0.26, simple_loss=0.338, pruned_loss=0.09106, over 12389.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03947, over 46.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3136, pruned_loss=0.07676, over 2474732.71 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08261, over 23022.26 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2856, pruned_loss=0.05666, over 2465213.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05448, over 7804.71 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3159, pruned_loss=0.07801, over 2475523.43 frames. utt_duration=406 frames, utt_pad_proportion=0.08304, over 24476.68 utterances.], batch size: 46, lr: 2.34e-04
2022-08-31 15:34:33,855 INFO [train.py:927] (4/8) Epoch 17, batch 14050, giga_loss[loss=0.223, simple_loss=0.3086, pruned_loss=0.06874, over 12367.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02803, over 91.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3126, pruned_loss=0.07626, over 2474672.56 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07719, over 22305.74 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2855, pruned_loss=0.05675, over 2465203.93 frames. utt_duration=1269 frames, utt_pad_proportion=0.05344, over 7782.77 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.315, pruned_loss=0.0776, over 2475512.25 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07832, over 23802.54 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 15:36:28,190 INFO [train.py:927] (4/8) Epoch 17, batch 14100, giga_loss[loss=0.2892, simple_loss=0.3438, pruned_loss=0.1173, over 12328.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 368.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3116, pruned_loss=0.07524, over 2474107.97 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07795, over 22024.95 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.286, pruned_loss=0.05712, over 2465156.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05286, over 7779.20 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3136, pruned_loss=0.07629, over 2474979.99 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07911, over 23479.06 utterances.], batch size: 368, lr: 2.34e-04
2022-08-31 15:38:13,775 INFO [train.py:927] (4/8) Epoch 17, batch 14150, giga_loss[loss=0.2228, simple_loss=0.316, pruned_loss=0.06484, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02902, over 70.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3128, pruned_loss=0.07431, over 2474331.63 frames. utt_duration=441 frames, utt_pad_proportion=0.08315, over 22515.70 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2858, pruned_loss=0.05704, over 2465075.82 frames. utt_duration=1271 frames, utt_pad_proportion=0.05248, over 7765.45 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3147, pruned_loss=0.07534, over 2475155.37 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08394, over 23790.60 utterances.], batch size: 70, lr: 2.34e-04
2022-08-31 15:40:00,167 INFO [train.py:927] (4/8) Epoch 17, batch 14200, giga_loss[loss=0.2437, simple_loss=0.3213, pruned_loss=0.08302, over 12354.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3119, pruned_loss=0.07396, over 2474104.04 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08775, over 22707.45 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2854, pruned_loss=0.05703, over 2464767.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05178, over 7738.67 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3143, pruned_loss=0.07518, over 2475256.00 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08862, over 24090.95 utterances.], batch size: 97, lr: 2.34e-04
2022-08-31 15:41:52,881 INFO [train.py:927] (4/8) Epoch 17, batch 14250, giga_loss[loss=0.2092, simple_loss=0.284, pruned_loss=0.06722, over 12275.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0296, over 45.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3104, pruned_loss=0.07407, over 2473896.92 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08513, over 22288.12 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2857, pruned_loss=0.05725, over 2464567.11 frames. utt_duration=1277 frames, utt_pad_proportion=0.05104, over 7728.97 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3125, pruned_loss=0.07513, over 2475138.47 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08635, over 23657.07 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 15:43:41,118 INFO [train.py:927] (4/8) Epoch 17, batch 14300, libri_loss[loss=0.2288, simple_loss=0.3112, pruned_loss=0.07326, over 12315.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005105, over 35.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3082, pruned_loss=0.07282, over 2473475.55 frames. utt_duration=463.9 frames, utt_pad_proportion=0.0817, over 21394.33 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2854, pruned_loss=0.05738, over 2464599.42 frames. utt_duration=1283 frames, utt_pad_proportion=0.04943, over 7692.71 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3114, pruned_loss=0.07437, over 2474900.28 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08395, over 23253.72 utterances.], batch size: 35, lr: 2.34e-04
2022-08-31 15:45:26,975 INFO [train.py:927] (4/8) Epoch 17, batch 14350, libri_loss[loss=0.2124, simple_loss=0.2904, pruned_loss=0.06716, over 12249.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005294, over 34.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3079, pruned_loss=0.07211, over 2474201.97 frames. utt_duration=469.6 frames, utt_pad_proportion=0.08008, over 21139.72 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2854, pruned_loss=0.05742, over 2464477.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.0489, over 7681.34 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3108, pruned_loss=0.0735, over 2475576.80 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0823, over 22805.27 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 15:47:13,291 INFO [train.py:927] (4/8) Epoch 17, batch 14400, giga_loss[loss=0.2192, simple_loss=0.2971, pruned_loss=0.07065, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03253, over 80.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3069, pruned_loss=0.07122, over 2473879.65 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07726, over 20888.88 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2855, pruned_loss=0.05727, over 2464320.64 frames. utt_duration=1288 frames, utt_pad_proportion=0.04842, over 7664.04 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3097, pruned_loss=0.07285, over 2475381.83 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07964, over 22602.98 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 15:48:58,008 INFO [train.py:927] (4/8) Epoch 17, batch 14450, giga_loss[loss=0.2387, simple_loss=0.3044, pruned_loss=0.08649, over 12345.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3046, pruned_loss=0.07042, over 2473491.41 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07719, over 20438.81 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2859, pruned_loss=0.05766, over 2464300.10 frames. utt_duration=1274 frames, utt_pad_proportion=0.05198, over 7744.60 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07182, over 2475043.73 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07852, over 22159.79 utterances.], batch size: 370, lr: 2.34e-04
2022-08-31 15:50:45,696 INFO [train.py:927] (4/8) Epoch 17, batch 14500, giga_loss[loss=0.2232, simple_loss=0.2974, pruned_loss=0.07448, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03334, over 85.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3038, pruned_loss=0.07051, over 2473852.59 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07167, over 20107.37 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2863, pruned_loss=0.05802, over 2464763.26 frames. utt_duration=1275 frames, utt_pad_proportion=0.05128, over 7744.69 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3058, pruned_loss=0.07155, over 2474849.22 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0735, over 21690.11 utterances.], batch size: 85, lr: 2.34e-04
2022-08-31 15:52:31,544 INFO [train.py:927] (4/8) Epoch 17, batch 14550, giga_loss[loss=0.2198, simple_loss=0.3053, pruned_loss=0.06714, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03354, over 42.00 utterances.], tot_loss[loss=0.222, simple_loss=0.303, pruned_loss=0.07052, over 2473847.82 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07137, over 19865.40 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.286, pruned_loss=0.05801, over 2464842.07 frames. utt_duration=1280 frames, utt_pad_proportion=0.05066, over 7712.98 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.07157, over 2474731.85 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07318, over 21362.34 utterances.], batch size: 42, lr: 2.34e-04
2022-08-31 15:54:15,069 INFO [train.py:927] (4/8) Epoch 17, batch 14600, giga_loss[loss=0.2235, simple_loss=0.3153, pruned_loss=0.06583, over 12461.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3042, pruned_loss=0.07074, over 2473434.63 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07051, over 20066.47 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2861, pruned_loss=0.05815, over 2464914.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.05038, over 7713.88 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.306, pruned_loss=0.07155, over 2474138.23 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07212, over 21340.48 utterances.], batch size: 55, lr: 2.34e-04
2022-08-31 15:56:00,522 INFO [train.py:927] (4/8) Epoch 17, batch 14650, giga_loss[loss=0.2085, simple_loss=0.2874, pruned_loss=0.06481, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03074, over 45.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3033, pruned_loss=0.0699, over 2473388.62 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07081, over 19776.42 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2861, pruned_loss=0.05841, over 2464881.59 frames. utt_duration=1271 frames, utt_pad_proportion=0.05363, over 7765.93 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3052, pruned_loss=0.07064, over 2474204.59 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07116, over 21083.42 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 15:57:44,976 INFO [train.py:927] (4/8) Epoch 17, batch 14700, giga_loss[loss=0.1951, simple_loss=0.2872, pruned_loss=0.05149, over 12294.00 frames. utt_duration=746.5 frames, utt_pad_proportion=0.03182, over 66.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3057, pruned_loss=0.07171, over 2473802.00 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07013, over 20371.82 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2864, pruned_loss=0.05853, over 2465020.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05403, over 7789.28 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3071, pruned_loss=0.07229, over 2474400.56 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07041, over 21480.66 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 15:59:28,906 INFO [train.py:927] (4/8) Epoch 17, batch 14750, giga_loss[loss=0.2055, simple_loss=0.289, pruned_loss=0.061, over 12357.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3066, pruned_loss=0.07265, over 2473710.04 frames. utt_duration=508 frames, utt_pad_proportion=0.06684, over 19535.64 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2869, pruned_loss=0.05878, over 2465276.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.05773, over 7862.65 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3075, pruned_loss=0.07308, over 2474067.37 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06607, over 20513.03 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 16:01:14,478 INFO [train.py:927] (4/8) Epoch 17, batch 14800, giga_loss[loss=0.264, simple_loss=0.3323, pruned_loss=0.09782, over 12379.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3076, pruned_loss=0.07376, over 2473895.72 frames. utt_duration=473 frames, utt_pad_proportion=0.07172, over 20985.45 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2873, pruned_loss=0.05906, over 2465489.91 frames. utt_duration=1250 frames, utt_pad_proportion=0.05842, over 7900.96 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3082, pruned_loss=0.07399, over 2474072.31 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07079, over 21823.34 utterances.], batch size: 260, lr: 2.34e-04
2022-08-31 16:02:58,456 INFO [train.py:927] (4/8) Epoch 17, batch 14850, giga_loss[loss=0.2007, simple_loss=0.2867, pruned_loss=0.05729, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3068, pruned_loss=0.07182, over 2474385.02 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06759, over 20130.95 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2872, pruned_loss=0.05909, over 2465627.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.05752, over 7880.10 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3077, pruned_loss=0.0722, over 2474567.15 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06736, over 21044.68 utterances.], batch size: 146, lr: 2.34e-04
2022-08-31 16:04:47,985 INFO [train.py:927] (4/8) Epoch 17, batch 14900, giga_loss[loss=0.2049, simple_loss=0.2822, pruned_loss=0.06378, over 12436.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02928, over 80.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07101, over 2474486.68 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06786, over 20074.99 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2874, pruned_loss=0.05921, over 2465467.71 frames. utt_duration=1249 frames, utt_pad_proportion=0.05765, over 7903.24 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3056, pruned_loss=0.07131, over 2474868.99 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06767, over 20887.75 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 16:06:34,650 INFO [train.py:927] (4/8) Epoch 17, batch 14950, giga_loss[loss=0.2845, simple_loss=0.3408, pruned_loss=0.1142, over 12347.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.07151, over 2474319.55 frames. utt_duration=483 frames, utt_pad_proportion=0.07108, over 20552.80 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.287, pruned_loss=0.05906, over 2465239.75 frames. utt_duration=1254 frames, utt_pad_proportion=0.05661, over 7875.99 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3067, pruned_loss=0.07214, over 2475003.25 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07121, over 21487.67 utterances.], batch size: 368, lr: 2.34e-04
2022-08-31 16:08:21,760 INFO [train.py:927] (4/8) Epoch 17, batch 15000, giga_loss[loss=0.2181, simple_loss=0.3014, pruned_loss=0.06737, over 12356.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3084, pruned_loss=0.07147, over 2474679.64 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07116, over 20926.32 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2867, pruned_loss=0.05903, over 2465106.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05614, over 7846.96 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3099, pruned_loss=0.07216, over 2475453.57 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07143, over 21856.50 utterances.], batch size: 365, lr: 2.34e-04
2022-08-31 16:08:21,761 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 16:08:35,801 INFO [train.py:967] (4/8) Epoch 17, validation: loss=0.1719, simple_loss=0.2844, pruned_loss=0.0297, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 16:10:19,739 INFO [train.py:927] (4/8) Epoch 17, batch 15050, giga_loss[loss=0.2042, simple_loss=0.3004, pruned_loss=0.05398, over 12151.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04562, over 28.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3088, pruned_loss=0.07164, over 2473422.40 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06666, over 19449.69 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2867, pruned_loss=0.05918, over 2465093.19 frames. utt_duration=1259 frames, utt_pad_proportion=0.05569, over 7839.49 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3106, pruned_loss=0.07239, over 2474303.45 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06739, over 20538.89 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 16:12:04,801 INFO [train.py:927] (4/8) Epoch 17, batch 15100, giga_loss[loss=0.2129, simple_loss=0.2958, pruned_loss=0.06501, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.309, pruned_loss=0.07287, over 2473664.56 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06948, over 19670.24 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2868, pruned_loss=0.05956, over 2465266.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.05906, over 7891.47 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3113, pruned_loss=0.07361, over 2474541.69 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06884, over 20944.82 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 16:13:53,298 INFO [train.py:927] (4/8) Epoch 17, batch 15150, giga_loss[loss=0.2064, simple_loss=0.2858, pruned_loss=0.06349, over 12435.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.0337, over 86.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3088, pruned_loss=0.07393, over 2475132.18 frames. utt_duration=480 frames, utt_pad_proportion=0.07514, over 20689.96 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2873, pruned_loss=0.06008, over 2465791.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.058, over 7895.23 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3106, pruned_loss=0.07435, over 2475557.41 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07481, over 21986.39 utterances.], batch size: 86, lr: 2.34e-04
2022-08-31 16:15:36,564 INFO [train.py:927] (4/8) Epoch 17, batch 15200, giga_loss[loss=0.2224, simple_loss=0.3021, pruned_loss=0.0713, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02538, over 48.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.308, pruned_loss=0.07425, over 2474994.21 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07346, over 20480.16 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2872, pruned_loss=0.06007, over 2465834.20 frames. utt_duration=1255 frames, utt_pad_proportion=0.05715, over 7868.55 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3098, pruned_loss=0.07483, over 2475457.84 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07363, over 21747.99 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 16:17:19,840 INFO [train.py:927] (4/8) Epoch 17, batch 15250, giga_loss[loss=0.1893, simple_loss=0.2725, pruned_loss=0.05302, over 12411.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04416, over 26.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3076, pruned_loss=0.07432, over 2475181.72 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07249, over 20521.08 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2875, pruned_loss=0.06025, over 2465964.91 frames. utt_duration=1259 frames, utt_pad_proportion=0.05607, over 7845.96 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3093, pruned_loss=0.07492, over 2475629.96 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07317, over 21818.00 utterances.], batch size: 26, lr: 2.34e-04
2022-08-31 16:19:02,997 INFO [train.py:927] (4/8) Epoch 17, batch 15300, giga_loss[loss=0.2221, simple_loss=0.3138, pruned_loss=0.06521, over 12419.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02729, over 58.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3067, pruned_loss=0.07406, over 2474829.96 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07384, over 20327.68 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2874, pruned_loss=0.06026, over 2465865.87 frames. utt_duration=1250 frames, utt_pad_proportion=0.05929, over 7898.37 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3085, pruned_loss=0.07485, over 2475501.07 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07351, over 21600.27 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 16:20:44,894 INFO [train.py:927] (4/8) Epoch 17, batch 15350, libri_loss[loss=0.198, simple_loss=0.2773, pruned_loss=0.05938, over 12229.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.00605, over 31.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3085, pruned_loss=0.07476, over 2474647.25 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07601, over 20832.34 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.288, pruned_loss=0.06069, over 2465972.18 frames. utt_duration=1227 frames, utt_pad_proportion=0.067, over 8046.74 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3102, pruned_loss=0.07547, over 2475395.12 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07352, over 22133.43 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 16:22:27,734 INFO [train.py:927] (4/8) Epoch 17, batch 15400, giga_loss[loss=0.2011, simple_loss=0.2971, pruned_loss=0.05259, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02948, over 48.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07482, over 2474411.20 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07533, over 20844.45 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2881, pruned_loss=0.06096, over 2465598.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06573, over 8014.91 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07547, over 2475523.74 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07383, over 22188.77 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 16:24:13,050 INFO [train.py:927] (4/8) Epoch 17, batch 15450, giga_loss[loss=0.227, simple_loss=0.3231, pruned_loss=0.06542, over 12428.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.02923, over 80.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3091, pruned_loss=0.07324, over 2474227.45 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07649, over 20528.45 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2878, pruned_loss=0.06083, over 2465351.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.06479, over 7983.80 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3111, pruned_loss=0.07409, over 2475510.75 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07557, over 21849.33 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 16:25:54,880 INFO [train.py:927] (4/8) Epoch 17, batch 15500, giga_loss[loss=0.3192, simple_loss=0.3726, pruned_loss=0.1329, over 12381.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3112, pruned_loss=0.07452, over 2474199.02 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07721, over 20457.90 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2882, pruned_loss=0.06109, over 2465623.38 frames. utt_duration=1229 frames, utt_pad_proportion=0.06757, over 8034.93 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3132, pruned_loss=0.07538, over 2475273.68 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0756, over 21884.06 utterances.], batch size: 258, lr: 2.34e-04
2022-08-31 16:27:38,996 INFO [train.py:927] (4/8) Epoch 17, batch 15550, giga_loss[loss=0.2077, simple_loss=0.285, pruned_loss=0.06517, over 12271.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02816, over 42.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3116, pruned_loss=0.07533, over 2473919.38 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07533, over 20627.24 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2883, pruned_loss=0.06114, over 2465698.78 frames. utt_duration=1231 frames, utt_pad_proportion=0.06678, over 8022.48 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3134, pruned_loss=0.07615, over 2474810.03 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07447, over 21943.16 utterances.], batch size: 42, lr: 2.34e-04
2022-08-31 16:29:23,532 INFO [train.py:927] (4/8) Epoch 17, batch 15600, giga_loss[loss=0.2215, simple_loss=0.3047, pruned_loss=0.06914, over 12360.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06616, over 183.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3111, pruned_loss=0.07414, over 2473283.81 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07242, over 20352.34 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2883, pruned_loss=0.06127, over 2465616.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.0653, over 7993.12 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3131, pruned_loss=0.07504, over 2474287.33 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07241, over 21754.33 utterances.], batch size: 183, lr: 2.34e-04
2022-08-31 16:31:07,700 INFO [train.py:927] (4/8) Epoch 17, batch 15650, giga_loss[loss=0.2593, simple_loss=0.3408, pruned_loss=0.0889, over 12459.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03407, over 98.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.312, pruned_loss=0.07363, over 2473807.21 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06962, over 20071.90 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2884, pruned_loss=0.06134, over 2465498.39 frames. utt_duration=1239 frames, utt_pad_proportion=0.06406, over 7968.62 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3141, pruned_loss=0.07457, over 2474909.09 frames. utt_duration=462 frames, utt_pad_proportion=0.07024, over 21497.15 utterances.], batch size: 98, lr: 2.33e-04
2022-08-31 16:32:49,288 INFO [train.py:927] (4/8) Epoch 17, batch 15700, giga_loss[loss=0.2178, simple_loss=0.2952, pruned_loss=0.07019, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03112, over 97.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3124, pruned_loss=0.07383, over 2474493.98 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06901, over 20490.90 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2885, pruned_loss=0.06137, over 2465574.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06336, over 7948.23 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3142, pruned_loss=0.07471, over 2475403.39 frames. utt_duration=455.6 frames, utt_pad_proportion=0.06978, over 21806.36 utterances.], batch size: 97, lr: 2.33e-04
2022-08-31 16:34:34,003 INFO [train.py:927] (4/8) Epoch 17, batch 15750, giga_loss[loss=0.2416, simple_loss=0.3252, pruned_loss=0.07898, over 12389.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3104, pruned_loss=0.07363, over 2475033.38 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06599, over 20024.45 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2885, pruned_loss=0.0615, over 2466225.02 frames. utt_duration=1236 frames, utt_pad_proportion=0.06524, over 7988.68 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3126, pruned_loss=0.07457, over 2475465.91 frames. utt_duration=463.9 frames, utt_pad_proportion=0.06615, over 21412.58 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 16:36:18,591 INFO [train.py:927] (4/8) Epoch 17, batch 15800, libri_loss[loss=0.2199, simple_loss=0.2948, pruned_loss=0.07252, over 12478.00 frames. utt_duration=961.1 frames, utt_pad_proportion=0.07051, over 52.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3069, pruned_loss=0.07154, over 2474890.89 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06163, over 18777.19 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2883, pruned_loss=0.06147, over 2466199.09 frames. utt_duration=1234 frames, utt_pad_proportion=0.06423, over 8000.89 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3096, pruned_loss=0.07274, over 2475603.99 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06239, over 20308.50 utterances.], batch size: 52, lr: 2.33e-04
2022-08-31 16:38:01,668 INFO [train.py:927] (4/8) Epoch 17, batch 15850, giga_loss[loss=0.2403, simple_loss=0.314, pruned_loss=0.0833, over 12384.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3057, pruned_loss=0.07142, over 2474428.67 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06055, over 18719.74 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2882, pruned_loss=0.06148, over 2466130.86 frames. utt_duration=1236 frames, utt_pad_proportion=0.06377, over 7987.89 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.308, pruned_loss=0.07244, over 2475123.60 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06137, over 20024.95 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 16:39:42,001 INFO [train.py:927] (4/8) Epoch 17, batch 15900, giga_loss[loss=0.2337, simple_loss=0.3087, pruned_loss=0.07937, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3032, pruned_loss=0.06942, over 2474670.79 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06733, over 20141.33 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2875, pruned_loss=0.06118, over 2466100.89 frames. utt_duration=1243 frames, utt_pad_proportion=0.06258, over 7943.92 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3062, pruned_loss=0.07078, over 2475499.97 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06804, over 21572.17 utterances.], batch size: 183, lr: 2.33e-04
2022-08-31 16:41:30,842 INFO [train.py:927] (4/8) Epoch 17, batch 15950, giga_loss[loss=0.2028, simple_loss=0.2933, pruned_loss=0.05618, over 12465.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04176, over 31.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3014, pruned_loss=0.06857, over 2474499.00 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06808, over 19992.69 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2871, pruned_loss=0.0611, over 2466264.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.06195, over 7946.65 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3047, pruned_loss=0.06997, over 2475267.10 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06887, over 21506.94 utterances.], batch size: 31, lr: 2.33e-04
2022-08-31 16:43:17,195 INFO [train.py:927] (4/8) Epoch 17, batch 16000, giga_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05823, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04337, over 31.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2997, pruned_loss=0.06842, over 2474190.32 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07552, over 21090.24 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06092, over 2466312.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.06156, over 7925.24 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3028, pruned_loss=0.06977, over 2474830.68 frames. utt_duration=443 frames, utt_pad_proportion=0.07587, over 22422.39 utterances.], batch size: 31, lr: 2.33e-04
2022-08-31 16:45:02,850 INFO [train.py:927] (4/8) Epoch 17, batch 16050, giga_loss[loss=0.2594, simple_loss=0.3383, pruned_loss=0.0902, over 12384.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0698, over 211.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3025, pruned_loss=0.06978, over 2473834.63 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07958, over 21777.96 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2866, pruned_loss=0.06092, over 2466317.82 frames. utt_duration=1245 frames, utt_pad_proportion=0.06138, over 7931.97 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3052, pruned_loss=0.07097, over 2474464.65 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07979, over 23060.18 utterances.], batch size: 211, lr: 2.33e-04
2022-08-31 16:46:45,090 INFO [train.py:927] (4/8) Epoch 17, batch 16100, giga_loss[loss=0.3379, simple_loss=0.3753, pruned_loss=0.1502, over 12400.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3038, pruned_loss=0.07113, over 2474303.39 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07624, over 21323.03 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06135, over 2466357.88 frames. utt_duration=1241 frames, utt_pad_proportion=0.06131, over 7960.61 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3061, pruned_loss=0.072, over 2475020.67 frames. utt_duration=436.3 frames, utt_pad_proportion=0.0768, over 22766.94 utterances.], batch size: 257, lr: 2.33e-04
2022-08-31 16:48:31,467 INFO [train.py:927] (4/8) Epoch 17, batch 16150, giga_loss[loss=0.2229, simple_loss=0.3137, pruned_loss=0.06603, over 12337.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03036, over 91.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3051, pruned_loss=0.07217, over 2474121.41 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07985, over 21430.39 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2875, pruned_loss=0.06166, over 2466365.20 frames. utt_duration=1214 frames, utt_pad_proportion=0.07004, over 8138.09 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3071, pruned_loss=0.0729, over 2474934.17 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07742, over 22847.38 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 16:50:18,410 INFO [train.py:927] (4/8) Epoch 17, batch 16200, giga_loss[loss=0.2053, simple_loss=0.2906, pruned_loss=0.06, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07132, over 2473696.37 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07292, over 19964.24 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2873, pruned_loss=0.0616, over 2466264.90 frames. utt_duration=1220 frames, utt_pad_proportion=0.06838, over 8098.00 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07229, over 2474661.51 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0719, over 21544.75 utterances.], batch size: 48, lr: 2.33e-04
2022-08-31 16:52:11,565 INFO [train.py:927] (4/8) Epoch 17, batch 16250, giga_loss[loss=0.206, simple_loss=0.3055, pruned_loss=0.05321, over 12394.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03845, over 113.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3067, pruned_loss=0.07225, over 2474302.24 frames. utt_duration=477 frames, utt_pad_proportion=0.07538, over 20810.95 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2871, pruned_loss=0.06149, over 2466279.58 frames. utt_duration=1221 frames, utt_pad_proportion=0.06813, over 8090.51 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3089, pruned_loss=0.07317, over 2475081.15 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07456, over 22113.30 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 16:53:58,394 INFO [train.py:927] (4/8) Epoch 17, batch 16300, giga_loss[loss=0.2399, simple_loss=0.3295, pruned_loss=0.07518, over 12385.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04022, over 105.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3061, pruned_loss=0.0714, over 2474729.72 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07387, over 20638.74 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.06159, over 2466346.76 frames. utt_duration=1228 frames, utt_pad_proportion=0.06546, over 8045.84 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3087, pruned_loss=0.07259, over 2475717.44 frames. utt_duration=444 frames, utt_pad_proportion=0.07425, over 22374.89 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 16:55:43,941 INFO [train.py:927] (4/8) Epoch 17, batch 16350, giga_loss[loss=0.1976, simple_loss=0.2858, pruned_loss=0.0547, over 12382.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3067, pruned_loss=0.07267, over 2474575.18 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07455, over 21240.92 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06151, over 2466230.08 frames. utt_duration=1229 frames, utt_pad_proportion=0.0648, over 8034.89 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3093, pruned_loss=0.07389, over 2475638.87 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07508, over 22887.16 utterances.], batch size: 58, lr: 2.33e-04
2022-08-31 16:57:26,124 INFO [train.py:927] (4/8) Epoch 17, batch 16400, libri_loss[loss=0.1801, simple_loss=0.2544, pruned_loss=0.05289, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005943, over 32.00 utterances.], tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07297, over 2475172.29 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07187, over 21599.63 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06153, over 2466453.85 frames. utt_duration=1229 frames, utt_pad_proportion=0.06459, over 8038.05 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3084, pruned_loss=0.07414, over 2475956.93 frames. utt_duration=429.2 frames, utt_pad_proportion=0.0726, over 23152.12 utterances.], batch size: 32, lr: 2.33e-04
2022-08-31 16:59:11,222 INFO [train.py:927] (4/8) Epoch 17, batch 16450, giga_loss[loss=0.2639, simple_loss=0.3366, pruned_loss=0.09561, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04257, over 133.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3063, pruned_loss=0.07401, over 2473648.69 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07904, over 21833.34 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2873, pruned_loss=0.06172, over 2466475.90 frames. utt_duration=1221 frames, utt_pad_proportion=0.06712, over 8087.53 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.07513, over 2474488.25 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07861, over 23411.22 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:00:57,090 INFO [train.py:927] (4/8) Epoch 17, batch 16500, giga_loss[loss=0.2153, simple_loss=0.3072, pruned_loss=0.06171, over 12391.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02903, over 58.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3073, pruned_loss=0.07476, over 2473562.59 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07651, over 21503.68 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2874, pruned_loss=0.06174, over 2466613.55 frames. utt_duration=1223 frames, utt_pad_proportion=0.06626, over 8076.83 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3093, pruned_loss=0.07584, over 2474225.63 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07667, over 22999.38 utterances.], batch size: 58, lr: 2.33e-04
2022-08-31 17:02:44,517 INFO [train.py:927] (4/8) Epoch 17, batch 16550, giga_loss[loss=0.2051, simple_loss=0.2845, pruned_loss=0.06285, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03366, over 37.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3081, pruned_loss=0.07503, over 2473426.00 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07789, over 21317.37 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2879, pruned_loss=0.06193, over 2466715.16 frames. utt_duration=1224 frames, utt_pad_proportion=0.06525, over 8068.34 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3096, pruned_loss=0.07596, over 2473983.26 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0783, over 22746.85 utterances.], batch size: 37, lr: 2.33e-04
2022-08-31 17:04:29,949 INFO [train.py:927] (4/8) Epoch 17, batch 16600, libri_loss[loss=0.1845, simple_loss=0.2648, pruned_loss=0.05206, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007024, over 31.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3079, pruned_loss=0.07557, over 2473923.64 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07862, over 21457.96 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.06188, over 2466746.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.06347, over 8044.89 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3101, pruned_loss=0.07685, over 2474611.96 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07958, over 23117.67 utterances.], batch size: 31, lr: 2.33e-04
2022-08-31 17:06:16,417 INFO [train.py:927] (4/8) Epoch 17, batch 16650, giga_loss[loss=0.2093, simple_loss=0.2968, pruned_loss=0.06092, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.0752, over 2474546.00 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07369, over 20721.58 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2879, pruned_loss=0.06195, over 2467001.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.06299, over 8055.07 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3102, pruned_loss=0.07639, over 2474997.01 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07505, over 22266.19 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 17:07:55,628 INFO [train.py:927] (4/8) Epoch 17, batch 16700, giga_loss[loss=0.2339, simple_loss=0.3106, pruned_loss=0.0786, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02954, over 42.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3079, pruned_loss=0.07526, over 2473639.67 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06856, over 19771.97 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2867, pruned_loss=0.06151, over 2466860.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.06084, over 7969.47 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07724, over 2474450.75 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07091, over 21661.18 utterances.], batch size: 42, lr: 2.33e-04
2022-08-31 17:09:41,206 INFO [train.py:927] (4/8) Epoch 17, batch 16750, giga_loss[loss=0.2698, simple_loss=0.3361, pruned_loss=0.1017, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07231, over 212.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3084, pruned_loss=0.07564, over 2474326.37 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07196, over 20378.32 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2866, pruned_loss=0.0614, over 2466979.78 frames. utt_duration=1243 frames, utt_pad_proportion=0.05997, over 7945.35 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3117, pruned_loss=0.07756, over 2474998.00 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0739, over 22130.20 utterances.], batch size: 212, lr: 2.33e-04
2022-08-31 17:11:24,494 INFO [train.py:927] (4/8) Epoch 17, batch 16800, giga_loss[loss=0.206, simple_loss=0.287, pruned_loss=0.06252, over 12423.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0472, over 34.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.31, pruned_loss=0.07578, over 2475086.85 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07167, over 20737.03 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2868, pruned_loss=0.06141, over 2466999.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.05954, over 7957.77 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3131, pruned_loss=0.07769, over 2475819.11 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07345, over 22467.53 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:13:07,645 INFO [train.py:927] (4/8) Epoch 17, batch 16850, libri_loss[loss=0.1689, simple_loss=0.2495, pruned_loss=0.04416, over 12415.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006715, over 30.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3079, pruned_loss=0.07468, over 2475392.76 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07095, over 20333.06 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2864, pruned_loss=0.06136, over 2467325.44 frames. utt_duration=1247 frames, utt_pad_proportion=0.05827, over 7920.80 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07673, over 2475931.02 frames. utt_duration=448 frames, utt_pad_proportion=0.07304, over 22177.64 utterances.], batch size: 30, lr: 2.33e-04
2022-08-31 17:14:52,165 INFO [train.py:927] (4/8) Epoch 17, batch 16900, giga_loss[loss=0.2156, simple_loss=0.3036, pruned_loss=0.0638, over 12367.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02708, over 66.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3108, pruned_loss=0.07706, over 2474867.15 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07165, over 20857.19 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06141, over 2467251.01 frames. utt_duration=1250 frames, utt_pad_proportion=0.05738, over 7902.48 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07889, over 2475509.70 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07357, over 22560.61 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 17:16:40,028 INFO [train.py:927] (4/8) Epoch 17, batch 16950, giga_loss[loss=0.2952, simple_loss=0.3479, pruned_loss=0.1212, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.072, over 212.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3115, pruned_loss=0.07782, over 2475533.11 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07231, over 21354.12 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2864, pruned_loss=0.06135, over 2467367.75 frames. utt_duration=1252 frames, utt_pad_proportion=0.05717, over 7894.97 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3142, pruned_loss=0.07937, over 2475969.59 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07383, over 22747.56 utterances.], batch size: 212, lr: 2.33e-04
2022-08-31 17:18:25,978 INFO [train.py:927] (4/8) Epoch 17, batch 17000, giga_loss[loss=0.303, simple_loss=0.3463, pruned_loss=0.1298, over 12347.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2121, over 373.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3125, pruned_loss=0.07881, over 2475010.67 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07927, over 22279.26 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06111, over 2467156.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05617, over 7854.96 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.08062, over 2475731.95 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08041, over 23727.60 utterances.], batch size: 373, lr: 2.33e-04
2022-08-31 17:20:14,380 INFO [train.py:927] (4/8) Epoch 17, batch 17050, giga_loss[loss=0.2349, simple_loss=0.3145, pruned_loss=0.07764, over 12421.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.0715, over 212.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3132, pruned_loss=0.0791, over 2474849.34 frames. utt_duration=433.3 frames, utt_pad_proportion=0.0813, over 22926.24 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2866, pruned_loss=0.0614, over 2467079.47 frames. utt_duration=1248 frames, utt_pad_proportion=0.059, over 7916.98 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3155, pruned_loss=0.0806, over 2475627.31 frames. utt_duration=409.1 frames, utt_pad_proportion=0.0814, over 24296.11 utterances.], batch size: 212, lr: 2.33e-04
2022-08-31 17:21:58,245 INFO [train.py:927] (4/8) Epoch 17, batch 17100, giga_loss[loss=0.2145, simple_loss=0.2983, pruned_loss=0.06531, over 12397.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03881, over 105.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07842, over 2475566.06 frames. utt_duration=441.4 frames, utt_pad_proportion=0.0801, over 22510.42 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.287, pruned_loss=0.06168, over 2467394.48 frames. utt_duration=1233 frames, utt_pad_proportion=0.06265, over 8015.60 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07993, over 2476144.71 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07952, over 23979.78 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 17:23:45,085 INFO [train.py:927] (4/8) Epoch 17, batch 17150, giga_loss[loss=0.2794, simple_loss=0.3407, pruned_loss=0.109, over 12384.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07471, over 213.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.31, pruned_loss=0.07637, over 2475953.03 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07719, over 21317.53 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2868, pruned_loss=0.0616, over 2468051.82 frames. utt_duration=1236 frames, utt_pad_proportion=0.0612, over 7998.31 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.313, pruned_loss=0.07824, over 2476117.86 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07752, over 23019.82 utterances.], batch size: 213, lr: 2.33e-04
2022-08-31 17:25:30,424 INFO [train.py:927] (4/8) Epoch 17, batch 17200, giga_loss[loss=0.2189, simple_loss=0.2989, pruned_loss=0.06943, over 12398.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05369, over 162.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.308, pruned_loss=0.07539, over 2476206.70 frames. utt_duration=467.8 frames, utt_pad_proportion=0.0774, over 21242.37 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2869, pruned_loss=0.06168, over 2468244.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.05959, over 7961.91 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3111, pruned_loss=0.0773, over 2476409.17 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07833, over 23090.38 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 17:27:13,881 INFO [train.py:927] (4/8) Epoch 17, batch 17250, giga_loss[loss=0.2034, simple_loss=0.2881, pruned_loss=0.05933, over 12443.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.306, pruned_loss=0.07478, over 2475589.91 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07834, over 21120.24 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.287, pruned_loss=0.06158, over 2468443.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.05909, over 7956.94 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3089, pruned_loss=0.07677, over 2475787.66 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07936, over 22965.72 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 17:28:59,303 INFO [train.py:927] (4/8) Epoch 17, batch 17300, libri_loss[loss=0.2343, simple_loss=0.3206, pruned_loss=0.07404, over 12373.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009871, over 38.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.304, pruned_loss=0.07325, over 2475944.83 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07831, over 20992.62 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06141, over 2468515.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.0585, over 7932.06 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3067, pruned_loss=0.07517, over 2476163.10 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07944, over 22710.88 utterances.], batch size: 38, lr: 2.33e-04
2022-08-31 17:30:45,121 INFO [train.py:927] (4/8) Epoch 17, batch 17350, libri_loss[loss=0.2054, simple_loss=0.286, pruned_loss=0.06242, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00557, over 34.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.303, pruned_loss=0.06997, over 2476012.34 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07593, over 20984.15 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2873, pruned_loss=0.06164, over 2468186.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.06143, over 7972.86 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3052, pruned_loss=0.07157, over 2476674.07 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07625, over 22680.30 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:32:30,795 INFO [train.py:927] (4/8) Epoch 17, batch 17400, giga_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05812, over 12388.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03458, over 80.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3008, pruned_loss=0.06759, over 2476432.83 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08191, over 22489.43 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2875, pruned_loss=0.06208, over 2468706.98 frames. utt_duration=1213 frames, utt_pad_proportion=0.07042, over 8151.39 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3029, pruned_loss=0.06872, over 2476768.35 frames. utt_duration=410.8 frames, utt_pad_proportion=0.0793, over 24199.96 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 17:34:16,542 INFO [train.py:927] (4/8) Epoch 17, batch 17450, giga_loss[loss=0.1846, simple_loss=0.2844, pruned_loss=0.04241, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2989, pruned_loss=0.06424, over 2476347.94 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07949, over 22569.38 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2872, pruned_loss=0.06188, over 2468775.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.06931, over 8131.64 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.0654, over 2476741.22 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07798, over 24283.87 utterances.], batch size: 45, lr: 2.33e-04
2022-08-31 17:36:03,329 INFO [train.py:927] (4/8) Epoch 17, batch 17500, giga_loss[loss=0.1843, simple_loss=0.2763, pruned_loss=0.04615, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04461, over 34.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2984, pruned_loss=0.06285, over 2476026.49 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07598, over 22855.41 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2872, pruned_loss=0.06185, over 2468620.04 frames. utt_duration=1221 frames, utt_pad_proportion=0.06846, over 8096.24 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3004, pruned_loss=0.06384, over 2476596.35 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07528, over 24497.98 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:37:46,594 INFO [train.py:927] (4/8) Epoch 17, batch 17550, giga_loss[loss=0.1892, simple_loss=0.2735, pruned_loss=0.05247, over 12366.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06738, over 211.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2959, pruned_loss=0.06093, over 2475780.44 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07336, over 23114.83 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2869, pruned_loss=0.0616, over 2468592.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.06701, over 8046.97 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.298, pruned_loss=0.06194, over 2476444.95 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0734, over 24862.94 utterances.], batch size: 211, lr: 2.33e-04
2022-08-31 17:39:32,708 INFO [train.py:927] (4/8) Epoch 17, batch 17600, giga_loss[loss=0.1927, simple_loss=0.2929, pruned_loss=0.04622, over 12398.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.05994, over 2475435.50 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07585, over 23761.67 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2874, pruned_loss=0.06179, over 2468445.97 frames. utt_duration=1230 frames, utt_pad_proportion=0.06624, over 8039.27 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2966, pruned_loss=0.06055, over 2476186.32 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07598, over 25352.40 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:41:17,481 INFO [train.py:927] (4/8) Epoch 17, batch 17650, giga_loss[loss=0.1973, simple_loss=0.2946, pruned_loss=0.04997, over 12422.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2923, pruned_loss=0.05775, over 2475889.74 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07151, over 23097.97 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2866, pruned_loss=0.06145, over 2468621.36 frames. utt_duration=1237 frames, utt_pad_proportion=0.06444, over 7989.34 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.05847, over 2476603.10 frames. utt_duration=398 frames, utt_pad_proportion=0.07252, over 24983.84 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 17:43:00,684 INFO [train.py:927] (4/8) Epoch 17, batch 17700, giga_loss[loss=0.2251, simple_loss=0.3121, pruned_loss=0.06906, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06891, over 213.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2899, pruned_loss=0.05629, over 2475978.12 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07289, over 23657.65 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06172, over 2468693.45 frames. utt_duration=1228 frames, utt_pad_proportion=0.06809, over 8052.73 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05658, over 2476596.90 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07271, over 25292.39 utterances.], batch size: 213, lr: 2.33e-04
2022-08-31 17:44:48,214 INFO [train.py:927] (4/8) Epoch 17, batch 17750, giga_loss[loss=0.179, simple_loss=0.262, pruned_loss=0.04799, over 12363.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1836, over 360.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2881, pruned_loss=0.05518, over 2476061.12 frames. utt_duration=410 frames, utt_pad_proportion=0.07466, over 24245.36 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06171, over 2468492.98 frames. utt_duration=1228 frames, utt_pad_proportion=0.06782, over 8047.47 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2892, pruned_loss=0.05539, over 2476744.95 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07451, over 25594.70 utterances.], batch size: 360, lr: 2.33e-04
2022-08-31 17:46:43,534 INFO [train.py:927] (4/8) Epoch 17, batch 17800, giga_loss[loss=0.1927, simple_loss=0.2916, pruned_loss=0.04694, over 12440.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2896, pruned_loss=0.05538, over 2475853.12 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07632, over 25243.15 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2867, pruned_loss=0.06165, over 2468305.03 frames. utt_duration=1233 frames, utt_pad_proportion=0.06671, over 8019.55 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2907, pruned_loss=0.05547, over 2476757.58 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07647, over 26741.11 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:48:50,243 INFO [train.py:927] (4/8) Epoch 17, batch 17850, giga_loss[loss=0.1834, simple_loss=0.2848, pruned_loss=0.04104, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03168, over 75.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2892, pruned_loss=0.05458, over 2476015.47 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07046, over 24919.44 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2865, pruned_loss=0.0615, over 2468374.78 frames. utt_duration=1235 frames, utt_pad_proportion=0.06623, over 8004.40 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2902, pruned_loss=0.05472, over 2476734.22 frames. utt_duration=378.6 frames, utt_pad_proportion=0.071, over 26260.69 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 17:50:51,331 INFO [train.py:927] (4/8) Epoch 17, batch 17900, giga_loss[loss=0.2025, simple_loss=0.2903, pruned_loss=0.05733, over 12407.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2888, pruned_loss=0.05384, over 2476652.58 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07333, over 25801.31 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2868, pruned_loss=0.06155, over 2468638.39 frames. utt_duration=1236 frames, utt_pad_proportion=0.06531, over 7999.85 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2895, pruned_loss=0.05369, over 2477225.43 frames. utt_duration=362.8 frames, utt_pad_proportion=0.07388, over 27416.89 utterances.], batch size: 257, lr: 2.33e-04
2022-08-31 17:52:58,668 INFO [train.py:927] (4/8) Epoch 17, batch 17950, giga_loss[loss=0.1884, simple_loss=0.2815, pruned_loss=0.0476, over 12419.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03263, over 122.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.05302, over 2476631.47 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06993, over 25085.49 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2863, pruned_loss=0.06129, over 2468520.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.06436, over 7973.02 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2875, pruned_loss=0.05298, over 2477345.80 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07084, over 26700.09 utterances.], batch size: 122, lr: 2.33e-04
2022-08-31 17:54:56,232 INFO [train.py:927] (4/8) Epoch 17, batch 18000, giga_loss[loss=0.1966, simple_loss=0.2943, pruned_loss=0.04949, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2846, pruned_loss=0.05178, over 2476336.66 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06989, over 25009.16 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.286, pruned_loss=0.06108, over 2467978.04 frames. utt_duration=1244 frames, utt_pad_proportion=0.06359, over 7942.81 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2856, pruned_loss=0.05178, over 2477514.42 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07084, over 26619.92 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 17:54:56,233 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 17:55:10,463 INFO [train.py:967] (4/8) 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 17:57:25,044 INFO [train.py:927] (4/8) Epoch 17, batch 18050, giga_loss[loss=0.1828, simple_loss=0.274, pruned_loss=0.04579, over 12216.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.03036, over 36.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2856, pruned_loss=0.05164, over 2477168.42 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06828, over 24559.95 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.06103, over 2468124.42 frames. utt_duration=1248 frames, utt_pad_proportion=0.06279, over 7923.21 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2865, pruned_loss=0.05153, over 2478140.01 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06937, over 26158.16 utterances.], batch size: 36, lr: 2.33e-04
2022-08-31 17:59:23,631 INFO [train.py:927] (4/8) Epoch 17, batch 18100, giga_loss[loss=0.1753, simple_loss=0.27, pruned_loss=0.04036, over 12330.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03437, over 58.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2854, pruned_loss=0.0519, over 2477285.47 frames. utt_duration=410 frames, utt_pad_proportion=0.06767, over 24241.48 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2864, pruned_loss=0.06145, over 2468392.27 frames. utt_duration=1244 frames, utt_pad_proportion=0.06239, over 7947.27 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2857, pruned_loss=0.05115, over 2478108.03 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06874, over 26001.28 utterances.], batch size: 58, lr: 2.33e-04
2022-08-31 18:01:28,802 INFO [train.py:927] (4/8) Epoch 17, batch 18150, giga_loss[loss=0.2067, simple_loss=0.2896, pruned_loss=0.06192, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.0945, over 255.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2878, pruned_loss=0.05171, over 2477428.14 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06539, over 24034.96 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2868, pruned_loss=0.06161, over 2468321.71 frames. utt_duration=1243 frames, utt_pad_proportion=0.06188, over 7955.37 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2877, pruned_loss=0.05075, over 2478345.19 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06655, over 25790.47 utterances.], batch size: 255, lr: 2.33e-04
2022-08-31 18:03:32,065 INFO [train.py:927] (4/8) Epoch 17, batch 18200, giga_loss[loss=0.1879, simple_loss=0.2831, pruned_loss=0.04639, over 12450.00 frames. utt_duration=509.1 frames, utt_pad_proportion=0.03579, over 98.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2885, pruned_loss=0.05141, over 2477695.25 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06657, over 24319.13 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2864, pruned_loss=0.06155, over 2468318.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.06058, over 7921.32 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2887, pruned_loss=0.05041, over 2478671.87 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06779, over 26200.22 utterances.], batch size: 98, lr: 2.33e-04
2022-08-31 18:05:40,912 INFO [train.py:927] (4/8) Epoch 17, batch 18250, giga_loss[loss=0.1802, simple_loss=0.2739, pruned_loss=0.04323, over 12316.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03263, over 28.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2896, pruned_loss=0.05261, over 2478011.64 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07069, over 25351.40 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.06161, over 2468200.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06335, over 7969.72 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2897, pruned_loss=0.05158, over 2479080.08 frames. utt_duration=367 frames, utt_pad_proportion=0.07069, over 27108.92 utterances.], batch size: 28, lr: 2.33e-04
2022-08-31 18:08:02,579 INFO [train.py:927] (4/8) Epoch 17, batch 18300, giga_loss[loss=0.1975, simple_loss=0.2836, pruned_loss=0.05571, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03668, over 37.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2892, pruned_loss=0.05314, over 2477538.36 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07054, over 24227.83 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06144, over 2468192.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.06138, over 7937.40 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2895, pruned_loss=0.05208, over 2478864.44 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0712, over 26465.07 utterances.], batch size: 37, lr: 2.33e-04
2022-08-31 18:10:11,751 INFO [train.py:927] (4/8) Epoch 17, batch 18350, giga_loss[loss=0.2018, simple_loss=0.2898, pruned_loss=0.05687, over 12384.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06736, over 211.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2869, pruned_loss=0.0518, over 2478249.02 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06786, over 24406.34 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2867, pruned_loss=0.06148, over 2468285.96 frames. utt_duration=1247 frames, utt_pad_proportion=0.06091, over 7926.07 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.287, pruned_loss=0.05085, over 2479297.61 frames. utt_duration=378 frames, utt_pad_proportion=0.0687, over 26319.71 utterances.], batch size: 211, lr: 2.33e-04
2022-08-31 18:12:16,334 INFO [train.py:927] (4/8) Epoch 17, batch 18400, giga_loss[loss=0.2126, simple_loss=0.2987, pruned_loss=0.06323, over 12398.00 frames. utt_duration=196.4 frames, utt_pad_proportion=0.09081, over 254.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2848, pruned_loss=0.05132, over 2478078.20 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06726, over 23700.74 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2868, pruned_loss=0.06135, over 2468374.05 frames. utt_duration=1251 frames, utt_pad_proportion=0.05925, over 7903.04 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2848, pruned_loss=0.05029, over 2479225.73 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06854, over 25873.58 utterances.], batch size: 254, lr: 2.33e-04
2022-08-31 18:14:19,063 INFO [train.py:927] (4/8) Epoch 17, batch 18450, giga_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.05433, over 12365.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04699, over 146.00 utterances.], tot_loss[loss=0.194, simple_loss=0.285, pruned_loss=0.05152, over 2478310.17 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06653, over 23787.11 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.06127, over 2468237.08 frames. utt_duration=1255 frames, utt_pad_proportion=0.05842, over 7879.20 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2852, pruned_loss=0.05058, over 2479525.18 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06788, over 25824.95 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 18:16:17,445 INFO [train.py:927] (4/8) Epoch 17, batch 18500, giga_loss[loss=0.1694, simple_loss=0.2564, pruned_loss=0.04116, over 12364.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2843, pruned_loss=0.05202, over 2477834.68 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06715, over 22909.93 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2862, pruned_loss=0.06125, over 2468049.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.06123, over 7921.88 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2846, pruned_loss=0.05085, over 2479448.81 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06764, over 25257.87 utterances.], batch size: 358, lr: 2.33e-04
2022-08-31 18:18:31,007 INFO [train.py:927] (4/8) Epoch 17, batch 18550, giga_loss[loss=0.1855, simple_loss=0.2849, pruned_loss=0.04304, over 12386.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0417, over 133.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.286, pruned_loss=0.05206, over 2478060.17 frames. utt_duration=437.1 frames, utt_pad_proportion=0.06404, over 22739.87 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2864, pruned_loss=0.06139, over 2467891.82 frames. utt_duration=1244 frames, utt_pad_proportion=0.06131, over 7942.31 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2861, pruned_loss=0.05087, over 2479632.54 frames. utt_duration=400.6 frames, utt_pad_proportion=0.0647, over 24832.35 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 18:20:46,380 INFO [train.py:927] (4/8) Epoch 17, batch 18600, libri_loss[loss=0.1796, simple_loss=0.2568, pruned_loss=0.05122, over 12295.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005575, over 32.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2845, pruned_loss=0.05161, over 2477971.67 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06794, over 23130.65 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2858, pruned_loss=0.06118, over 2467514.12 frames. utt_duration=1240 frames, utt_pad_proportion=0.06405, over 7967.55 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2851, pruned_loss=0.0505, over 2479926.00 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06757, over 25335.62 utterances.], batch size: 32, lr: 2.33e-04
2022-08-31 18:22:49,814 INFO [train.py:927] (4/8) Epoch 17, batch 18650, giga_loss[loss=0.1747, simple_loss=0.2662, pruned_loss=0.04163, over 12366.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03005, over 85.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2793, pruned_loss=0.05001, over 2477592.62 frames. utt_duration=454 frames, utt_pad_proportion=0.06416, over 21887.76 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2853, pruned_loss=0.06096, over 2467226.66 frames. utt_duration=1246 frames, utt_pad_proportion=0.06266, over 7933.03 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2801, pruned_loss=0.04905, over 2479700.30 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06461, over 24079.31 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 18:24:37,403 INFO [train.py:927] (4/8) Epoch 17, batch 18700, giga_loss[loss=0.2007, simple_loss=0.2866, pruned_loss=0.05743, over 12399.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05865, over 182.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2804, pruned_loss=0.0506, over 2477566.30 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06762, over 22868.65 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2857, pruned_loss=0.06108, over 2467359.20 frames. utt_duration=1244 frames, utt_pad_proportion=0.06212, over 7943.94 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2806, pruned_loss=0.04942, over 2479437.37 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06793, over 25035.04 utterances.], batch size: 182, lr: 2.33e-04
2022-08-31 18:26:36,416 INFO [train.py:927] (4/8) Epoch 17, batch 18750, giga_loss[loss=0.1695, simple_loss=0.268, pruned_loss=0.03553, over 12390.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02445, over 66.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2797, pruned_loss=0.04999, over 2477034.10 frames. utt_duration=432.8 frames, utt_pad_proportion=0.06543, over 22954.37 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2854, pruned_loss=0.06104, over 2467072.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.06074, over 7906.07 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2799, pruned_loss=0.0488, over 2479064.73 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06628, over 25133.64 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 18:28:49,178 INFO [train.py:927] (4/8) Epoch 17, batch 18800, giga_loss[loss=0.1668, simple_loss=0.2645, pruned_loss=0.03455, over 12389.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04209, over 133.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2784, pruned_loss=0.04967, over 2477219.91 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06917, over 23783.04 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2854, pruned_loss=0.06108, over 2467051.06 frames. utt_duration=1253 frames, utt_pad_proportion=0.06032, over 7888.05 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2785, pruned_loss=0.0486, over 2478940.52 frames. utt_duration=387.7 frames, utt_pad_proportion=0.0697, over 25652.67 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 18:30:58,923 INFO [train.py:927] (4/8) Epoch 17, batch 18850, giga_loss[loss=0.2103, simple_loss=0.294, pruned_loss=0.06328, over 12435.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05706, over 182.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2786, pruned_loss=0.05006, over 2477210.99 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07024, over 25000.43 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2851, pruned_loss=0.06108, over 2467105.70 frames. utt_duration=1245 frames, utt_pad_proportion=0.06452, over 7938.17 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2789, pruned_loss=0.04903, over 2478690.88 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06962, over 26712.51 utterances.], batch size: 182, lr: 2.33e-04
2022-08-31 18:32:55,222 INFO [train.py:927] (4/8) Epoch 17, batch 18900, giga_loss[loss=0.1734, simple_loss=0.262, pruned_loss=0.04236, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02637, over 45.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2787, pruned_loss=0.05018, over 2477263.97 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06756, over 24747.98 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2852, pruned_loss=0.06114, over 2467215.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.06377, over 7925.11 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2788, pruned_loss=0.04917, over 2478475.11 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06743, over 26343.02 utterances.], batch size: 45, lr: 2.33e-04
2022-08-31 18:34:55,964 INFO [train.py:927] (4/8) Epoch 17, batch 18950, giga_loss[loss=0.1912, simple_loss=0.2921, pruned_loss=0.04518, over 12365.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0472, over 146.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2809, pruned_loss=0.04964, over 2477227.98 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06853, over 25015.54 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2854, pruned_loss=0.06118, over 2467318.47 frames. utt_duration=1247 frames, utt_pad_proportion=0.06326, over 7920.86 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2807, pruned_loss=0.04871, over 2478182.26 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06852, over 26414.41 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 18:36:53,719 INFO [train.py:927] (4/8) Epoch 17, batch 19000, giga_loss[loss=0.1849, simple_loss=0.2731, pruned_loss=0.04842, over 12333.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0322, over 85.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2816, pruned_loss=0.0496, over 2476973.06 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06508, over 24125.04 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2852, pruned_loss=0.0611, over 2467360.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.06275, over 7893.19 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2817, pruned_loss=0.04881, over 2477809.92 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06539, over 25479.61 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 18:38:53,764 INFO [train.py:927] (4/8) Epoch 17, batch 19050, giga_loss[loss=0.1816, simple_loss=0.2777, pruned_loss=0.0428, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2807, pruned_loss=0.0492, over 2476831.79 frames. utt_duration=419.6 frames, utt_pad_proportion=0.0644, over 23679.66 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2852, pruned_loss=0.06118, over 2466885.12 frames. utt_duration=1240 frames, utt_pad_proportion=0.06703, over 7964.19 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2806, pruned_loss=0.0482, over 2478203.41 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06335, over 25079.37 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 18:40:58,446 INFO [train.py:927] (4/8) Epoch 17, batch 19100, giga_loss[loss=0.1781, simple_loss=0.2677, pruned_loss=0.04423, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03484, over 105.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2798, pruned_loss=0.04881, over 2476969.11 frames. utt_duration=427 frames, utt_pad_proportion=0.061, over 23266.75 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2853, pruned_loss=0.0613, over 2467074.97 frames. utt_duration=1243 frames, utt_pad_proportion=0.06624, over 7948.81 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2796, pruned_loss=0.04775, over 2478022.27 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06054, over 24591.60 utterances.], batch size: 105, lr: 2.33e-04
2022-08-31 18:43:04,906 INFO [train.py:927] (4/8) Epoch 17, batch 19150, giga_loss[loss=0.1896, simple_loss=0.287, pruned_loss=0.04614, over 12379.00 frames. utt_duration=376.4 frames, utt_pad_proportion=0.03485, over 132.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2823, pruned_loss=0.05017, over 2477025.80 frames. utt_duration=431.8 frames, utt_pad_proportion=0.05839, over 23012.03 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2853, pruned_loss=0.06133, over 2467285.59 frames. utt_duration=1246 frames, utt_pad_proportion=0.06496, over 7929.37 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2819, pruned_loss=0.04898, over 2477937.03 frames. utt_duration=406 frames, utt_pad_proportion=0.05847, over 24487.71 utterances.], batch size: 132, lr: 2.33e-04
2022-08-31 18:45:00,743 INFO [train.py:927] (4/8) Epoch 17, batch 19200, giga_loss[loss=0.2002, simple_loss=0.2933, pruned_loss=0.05359, over 12340.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02975, over 85.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2837, pruned_loss=0.05104, over 2476671.76 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06133, over 24154.06 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2851, pruned_loss=0.06118, over 2467006.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.06403, over 7914.06 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2836, pruned_loss=0.05, over 2477879.17 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06146, over 25702.53 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 18:46:58,789 INFO [train.py:927] (4/8) Epoch 17, batch 19250, giga_loss[loss=0.2179, simple_loss=0.3078, pruned_loss=0.06397, over 12452.00 frames. utt_duration=409 frames, utt_pad_proportion=0.03069, over 122.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2858, pruned_loss=0.0522, over 2477054.53 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06332, over 24611.61 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2848, pruned_loss=0.06111, over 2467116.20 frames. utt_duration=1251 frames, utt_pad_proportion=0.0628, over 7896.84 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.286, pruned_loss=0.05118, over 2478179.02 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06364, over 26304.88 utterances.], batch size: 122, lr: 2.33e-04
2022-08-31 18:49:17,974 INFO [train.py:927] (4/8) Epoch 17, batch 19300, libri_loss[loss=0.172, simple_loss=0.2543, pruned_loss=0.04482, over 12208.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006626, over 30.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2848, pruned_loss=0.05186, over 2476975.01 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06404, over 24789.93 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2848, pruned_loss=0.06116, over 2467028.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.06269, over 7905.84 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.285, pruned_loss=0.05084, over 2478147.31 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06428, over 26440.39 utterances.], batch size: 30, lr: 2.33e-04
2022-08-31 18:51:15,027 INFO [train.py:927] (4/8) Epoch 17, batch 19350, giga_loss[loss=0.243, simple_loss=0.336, pruned_loss=0.07496, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03899, over 113.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2844, pruned_loss=0.05153, over 2476798.74 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06138, over 23845.55 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2851, pruned_loss=0.06132, over 2466930.51 frames. utt_duration=1240 frames, utt_pad_proportion=0.06639, over 7965.52 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2843, pruned_loss=0.0504, over 2478002.66 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06063, over 25400.47 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 18:53:22,635 INFO [train.py:927] (4/8) Epoch 17, batch 19400, giga_loss[loss=0.1685, simple_loss=0.2607, pruned_loss=0.03814, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03525, over 43.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2833, pruned_loss=0.05154, over 2477513.74 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06047, over 23642.12 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2852, pruned_loss=0.06135, over 2467010.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.06584, over 7959.88 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2831, pruned_loss=0.05054, over 2478470.24 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06005, over 25003.47 utterances.], batch size: 43, lr: 2.32e-04
2022-08-31 18:55:27,987 INFO [train.py:927] (4/8) Epoch 17, batch 19450, giga_loss[loss=0.1893, simple_loss=0.2931, pruned_loss=0.04281, over 12378.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02891, over 85.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2829, pruned_loss=0.05084, over 2477596.89 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06307, over 24050.09 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2852, pruned_loss=0.06133, over 2467216.79 frames. utt_duration=1235 frames, utt_pad_proportion=0.06825, over 8001.92 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2827, pruned_loss=0.0498, over 2478454.29 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06196, over 25519.15 utterances.], batch size: 85, lr: 2.32e-04
2022-08-31 18:57:18,546 INFO [train.py:927] (4/8) Epoch 17, batch 19500, giga_loss[loss=0.1709, simple_loss=0.2715, pruned_loss=0.03518, over 12417.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06306, over 183.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2839, pruned_loss=0.05024, over 2477698.32 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06357, over 24269.77 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2848, pruned_loss=0.06104, over 2466855.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.0673, over 7967.17 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2841, pruned_loss=0.04948, over 2478869.42 frames. utt_duration=386.4 frames, utt_pad_proportion=0.0629, over 25743.15 utterances.], batch size: 183, lr: 2.32e-04
2022-08-31 18:59:29,555 INFO [train.py:927] (4/8) Epoch 17, batch 19550, giga_loss[loss=0.1774, simple_loss=0.2784, pruned_loss=0.0382, over 12444.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04731, over 147.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2841, pruned_loss=0.04986, over 2478054.82 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06186, over 23844.17 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06077, over 2467118.51 frames. utt_duration=1246 frames, utt_pad_proportion=0.06614, over 7927.28 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2843, pruned_loss=0.04926, over 2478997.75 frames. utt_duration=391.3 frames, utt_pad_proportion=0.0617, over 25420.02 utterances.], batch size: 147, lr: 2.32e-04
2022-08-31 19:01:43,409 INFO [train.py:927] (4/8) Epoch 17, batch 19600, giga_loss[loss=0.1694, simple_loss=0.2804, pruned_loss=0.02921, over 12458.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2838, pruned_loss=0.0491, over 2478068.52 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06356, over 24256.27 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.285, pruned_loss=0.06068, over 2467003.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.06516, over 7901.91 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2836, pruned_loss=0.04849, over 2479138.18 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06362, over 25843.03 utterances.], batch size: 75, lr: 2.32e-04
2022-08-31 19:03:57,716 INFO [train.py:927] (4/8) Epoch 17, batch 19650, giga_loss[loss=0.2058, simple_loss=0.3011, pruned_loss=0.0553, over 12382.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07601, over 212.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2871, pruned_loss=0.05041, over 2478332.65 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06371, over 23971.00 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06101, over 2467537.01 frames. utt_duration=1239 frames, utt_pad_proportion=0.06815, over 7975.98 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2859, pruned_loss=0.04928, over 2479055.53 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06293, over 25694.05 utterances.], batch size: 212, lr: 2.32e-04
2022-08-31 19:06:15,819 INFO [train.py:927] (4/8) Epoch 17, batch 19700, giga_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05739, over 12456.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03667, over 133.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2878, pruned_loss=0.05069, over 2478737.49 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06113, over 23301.77 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06094, over 2467410.35 frames. utt_duration=1238 frames, utt_pad_proportion=0.06761, over 7983.40 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2869, pruned_loss=0.04972, over 2479557.69 frames. utt_duration=400 frames, utt_pad_proportion=0.06077, over 24870.82 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:08:33,355 INFO [train.py:927] (4/8) Epoch 17, batch 19750, giga_loss[loss=0.2019, simple_loss=0.2958, pruned_loss=0.054, over 12378.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06125, over 182.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2863, pruned_loss=0.05033, over 2478660.41 frames. utt_duration=438.4 frames, utt_pad_proportion=0.05994, over 22673.72 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2868, pruned_loss=0.06119, over 2467479.78 frames. utt_duration=1224 frames, utt_pad_proportion=0.07137, over 8071.52 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2851, pruned_loss=0.049, over 2479642.21 frames. utt_duration=408.7 frames, utt_pad_proportion=0.05856, over 24335.83 utterances.], batch size: 182, lr: 2.32e-04
2022-08-31 19:10:35,906 INFO [train.py:927] (4/8) Epoch 17, batch 19800, giga_loss[loss=0.2448, simple_loss=0.3207, pruned_loss=0.08443, over 12409.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09733, over 256.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2869, pruned_loss=0.05049, over 2479026.02 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06257, over 23772.13 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06136, over 2467713.45 frames. utt_duration=1212 frames, utt_pad_proportion=0.07529, over 8151.40 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2857, pruned_loss=0.04922, over 2479696.14 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06029, over 25140.39 utterances.], batch size: 256, lr: 2.32e-04
2022-08-31 19:12:30,582 INFO [train.py:927] (4/8) Epoch 17, batch 19850, giga_loss[loss=0.1994, simple_loss=0.2901, pruned_loss=0.05438, over 12346.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03452, over 62.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2884, pruned_loss=0.05152, over 2478554.73 frames. utt_duration=436.2 frames, utt_pad_proportion=0.05924, over 22790.56 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2869, pruned_loss=0.06133, over 2467847.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.07358, over 8123.50 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2876, pruned_loss=0.05019, over 2479316.73 frames. utt_duration=407.7 frames, utt_pad_proportion=0.05791, over 24395.76 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 19:14:19,648 INFO [train.py:927] (4/8) Epoch 17, batch 19900, giga_loss[loss=0.1973, simple_loss=0.2878, pruned_loss=0.05347, over 12450.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03705, over 133.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2858, pruned_loss=0.05109, over 2478477.77 frames. utt_duration=442.3 frames, utt_pad_proportion=0.05983, over 22473.08 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.287, pruned_loss=0.06145, over 2468150.38 frames. utt_duration=1220 frames, utt_pad_proportion=0.07151, over 8099.30 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.285, pruned_loss=0.04947, over 2479244.78 frames. utt_duration=407.8 frames, utt_pad_proportion=0.05913, over 24388.13 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:16:14,721 INFO [train.py:927] (4/8) Epoch 17, batch 19950, giga_loss[loss=0.2129, simple_loss=0.3133, pruned_loss=0.05628, over 12380.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2875, pruned_loss=0.05197, over 2477570.97 frames. utt_duration=436.5 frames, utt_pad_proportion=0.06217, over 22769.52 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.0615, over 2467940.94 frames. utt_duration=1221 frames, utt_pad_proportion=0.07101, over 8096.29 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2868, pruned_loss=0.05056, over 2478454.23 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06158, over 24405.19 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 19:17:59,476 INFO [train.py:927] (4/8) Epoch 17, batch 20000, giga_loss[loss=0.2081, simple_loss=0.3102, pruned_loss=0.05296, over 12367.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03389, over 104.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2927, pruned_loss=0.0547, over 2476365.22 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06393, over 22654.70 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2878, pruned_loss=0.06178, over 2468159.61 frames. utt_duration=1225 frames, utt_pad_proportion=0.06965, over 8066.15 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2917, pruned_loss=0.05317, over 2477096.28 frames. utt_duration=409 frames, utt_pad_proportion=0.06368, over 24298.08 utterances.], batch size: 104, lr: 2.32e-04
2022-08-31 19:19:41,890 INFO [train.py:927] (4/8) Epoch 17, batch 20050, giga_loss[loss=0.168, simple_loss=0.2523, pruned_loss=0.04186, over 12415.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.0337, over 80.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2894, pruned_loss=0.05361, over 2475694.33 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06086, over 21286.19 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2875, pruned_loss=0.0616, over 2468268.37 frames. utt_duration=1230 frames, utt_pad_proportion=0.06863, over 8036.05 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2888, pruned_loss=0.05242, over 2476324.73 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06113, over 22852.56 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 19:21:26,407 INFO [train.py:927] (4/8) Epoch 17, batch 20100, giga_loss[loss=0.1737, simple_loss=0.2548, pruned_loss=0.04631, over 12390.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06584, over 211.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2828, pruned_loss=0.05151, over 2475463.73 frames. utt_duration=482 frames, utt_pad_proportion=0.05867, over 20599.85 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06141, over 2468093.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.06716, over 7992.51 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2828, pruned_loss=0.05049, over 2476327.27 frames. utt_duration=446.7 frames, utt_pad_proportion=0.05945, over 22240.15 utterances.], batch size: 211, lr: 2.32e-04
2022-08-31 19:23:10,755 INFO [train.py:927] (4/8) Epoch 17, batch 20150, giga_loss[loss=0.1573, simple_loss=0.2399, pruned_loss=0.03738, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03065, over 42.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2753, pruned_loss=0.04927, over 2474719.08 frames. utt_duration=483 frames, utt_pad_proportion=0.0598, over 20550.78 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06131, over 2468161.08 frames. utt_duration=1243 frames, utt_pad_proportion=0.0664, over 7952.95 utterances.], giga_tot_loss[loss=0.186, simple_loss=0.2754, pruned_loss=0.04834, over 2475488.24 frames. utt_duration=449.2 frames, utt_pad_proportion=0.06054, over 22112.05 utterances.], batch size: 42, lr: 2.32e-04
2022-08-31 19:24:53,503 INFO [train.py:927] (4/8) Epoch 17, batch 20200, giga_loss[loss=0.1693, simple_loss=0.2598, pruned_loss=0.03941, over 12361.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03639, over 80.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2704, pruned_loss=0.0478, over 2474916.95 frames. utt_duration=500.9 frames, utt_pad_proportion=0.05674, over 19819.23 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.287, pruned_loss=0.06149, over 2468253.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.06586, over 7949.44 utterances.], giga_tot_loss[loss=0.1819, simple_loss=0.2701, pruned_loss=0.04679, over 2475492.34 frames. utt_duration=469.3 frames, utt_pad_proportion=0.05769, over 21161.34 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 19:26:44,390 INFO [train.py:927] (4/8) Epoch 17, batch 20250, libri_loss[loss=0.1744, simple_loss=0.2455, pruned_loss=0.05159, over 12273.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.04885, over 27.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.2656, pruned_loss=0.04637, over 2474410.33 frames. utt_duration=500 frames, utt_pad_proportion=0.05752, over 19852.77 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2867, pruned_loss=0.06128, over 2468092.23 frames. utt_duration=1247 frames, utt_pad_proportion=0.06489, over 7926.84 utterances.], giga_tot_loss[loss=0.178, simple_loss=0.2652, pruned_loss=0.0454, over 2475171.43 frames. utt_duration=467.6 frames, utt_pad_proportion=0.05854, over 21237.50 utterances.], batch size: 27, lr: 2.32e-04
2022-08-31 19:28:29,043 INFO [train.py:927] (4/8) Epoch 17, batch 20300, giga_loss[loss=0.1646, simple_loss=0.2489, pruned_loss=0.04014, over 12329.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03022, over 66.00 utterances.], tot_loss[loss=0.1746, simple_loss=0.2606, pruned_loss=0.04428, over 2474140.54 frames. utt_duration=512.4 frames, utt_pad_proportion=0.05733, over 19369.85 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2865, pruned_loss=0.06119, over 2468192.67 frames. utt_duration=1250 frames, utt_pad_proportion=0.06442, over 7910.59 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2602, pruned_loss=0.04347, over 2474718.14 frames. utt_duration=482.5 frames, utt_pad_proportion=0.05829, over 20577.55 utterances.], batch size: 66, lr: 2.32e-04
2022-08-31 19:30:11,979 INFO [train.py:927] (4/8) Epoch 17, batch 20350, giga_loss[loss=0.1508, simple_loss=0.2284, pruned_loss=0.03659, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03237, over 42.00 utterances.], tot_loss[loss=0.1706, simple_loss=0.2558, pruned_loss=0.04273, over 2473802.78 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06004, over 19017.44 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06104, over 2467962.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.06349, over 7887.62 utterances.], giga_tot_loss[loss=0.1695, simple_loss=0.2553, pruned_loss=0.0419, over 2474536.19 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06096, over 20191.85 utterances.], batch size: 42, lr: 2.32e-04
2022-08-31 19:31:55,394 INFO [train.py:927] (4/8) Epoch 17, batch 20400, giga_loss[loss=0.1894, simple_loss=0.2723, pruned_loss=0.05323, over 12374.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04562, over 146.00 utterances.], tot_loss[loss=0.1682, simple_loss=0.2522, pruned_loss=0.04214, over 2473711.03 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06268, over 19412.82 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2864, pruned_loss=0.06113, over 2468082.55 frames. utt_duration=1241 frames, utt_pad_proportion=0.06783, over 7964.51 utterances.], giga_tot_loss[loss=0.1668, simple_loss=0.2512, pruned_loss=0.04118, over 2474257.83 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06191, over 20420.64 utterances.], batch size: 146, lr: 2.32e-04
2022-08-31 19:33:39,639 INFO [train.py:927] (4/8) Epoch 17, batch 20450, giga_loss[loss=0.246, simple_loss=0.3193, pruned_loss=0.08629, over 12355.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1997, over 367.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2604, pruned_loss=0.04563, over 2473741.68 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06672, over 19920.41 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2864, pruned_loss=0.0613, over 2468009.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06689, over 7946.47 utterances.], giga_tot_loss[loss=0.1739, simple_loss=0.259, pruned_loss=0.0444, over 2474352.52 frames. utt_duration=474 frames, utt_pad_proportion=0.06622, over 20944.63 utterances.], batch size: 367, lr: 2.32e-04
2022-08-31 19:35:24,160 INFO [train.py:927] (4/8) Epoch 17, batch 20500, libri_loss[loss=0.1803, simple_loss=0.256, pruned_loss=0.05231, over 12264.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01066, over 28.00 utterances.], tot_loss[loss=0.1842, simple_loss=0.2696, pruned_loss=0.04936, over 2473448.17 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06497, over 18966.87 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2863, pruned_loss=0.06121, over 2468001.89 frames. utt_duration=1244 frames, utt_pad_proportion=0.06586, over 7947.83 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.268, pruned_loss=0.04804, over 2474125.56 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06503, over 20163.24 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 19:37:09,774 INFO [train.py:927] (4/8) Epoch 17, batch 20550, giga_loss[loss=0.2101, simple_loss=0.3056, pruned_loss=0.05732, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05093, over 161.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.275, pruned_loss=0.05081, over 2473624.40 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06584, over 18927.95 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2864, pruned_loss=0.06125, over 2467786.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.06605, over 7960.40 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2734, pruned_loss=0.04956, over 2474411.09 frames. utt_duration=496.2 frames, utt_pad_proportion=0.0658, over 20005.40 utterances.], batch size: 161, lr: 2.32e-04
2022-08-31 19:38:53,379 INFO [train.py:927] (4/8) Epoch 17, batch 20600, giga_loss[loss=0.2199, simple_loss=0.3052, pruned_loss=0.06732, over 12389.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06396, over 183.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2788, pruned_loss=0.05236, over 2473580.37 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06265, over 18763.49 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2861, pruned_loss=0.06108, over 2467677.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.06488, over 7939.05 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2775, pruned_loss=0.05124, over 2474482.92 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06317, over 19930.77 utterances.], batch size: 183, lr: 2.32e-04
2022-08-31 19:40:36,342 INFO [train.py:927] (4/8) Epoch 17, batch 20650, giga_loss[loss=0.2235, simple_loss=0.3117, pruned_loss=0.06763, over 12428.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03598, over 113.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2848, pruned_loss=0.05541, over 2472970.48 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06361, over 18691.61 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2869, pruned_loss=0.061, over 2467805.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.06394, over 7910.49 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2829, pruned_loss=0.05445, over 2473696.73 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06428, over 19822.40 utterances.], batch size: 113, lr: 2.32e-04
2022-08-31 19:42:16,705 INFO [train.py:927] (4/8) Epoch 17, batch 20700, giga_loss[loss=0.1818, simple_loss=0.2818, pruned_loss=0.04095, over 12334.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03047, over 48.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2888, pruned_loss=0.05668, over 2473315.72 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06031, over 17822.54 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06097, over 2468033.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.06229, over 7883.86 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2874, pruned_loss=0.05577, over 2473877.26 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06165, over 19075.88 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 19:43:58,448 INFO [train.py:927] (4/8) Epoch 17, batch 20750, giga_loss[loss=0.2043, simple_loss=0.3013, pruned_loss=0.05365, over 12390.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0394, over 113.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2907, pruned_loss=0.05711, over 2473757.68 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06356, over 17803.21 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2866, pruned_loss=0.06094, over 2468631.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.06096, over 7880.78 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2899, pruned_loss=0.05624, over 2473854.98 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06503, over 19245.67 utterances.], batch size: 113, lr: 2.32e-04
2022-08-31 19:45:42,020 INFO [train.py:927] (4/8) Epoch 17, batch 20800, giga_loss[loss=0.1851, simple_loss=0.2755, pruned_loss=0.04736, over 12200.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0304, over 42.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05734, over 2473770.26 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06513, over 18316.14 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2869, pruned_loss=0.06114, over 2468762.68 frames. utt_duration=1242 frames, utt_pad_proportion=0.06469, over 7959.59 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2913, pruned_loss=0.05646, over 2473775.57 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06488, over 19471.72 utterances.], batch size: 42, lr: 2.32e-04
2022-08-31 19:47:27,759 INFO [train.py:927] (4/8) Epoch 17, batch 20850, giga_loss[loss=0.1988, simple_loss=0.3003, pruned_loss=0.0486, over 12454.00 frames. utt_duration=713.1 frames, utt_pad_proportion=0.02181, over 70.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.0579, over 2472715.26 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06433, over 17879.10 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.06108, over 2468346.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06454, over 7953.86 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05717, over 2473184.59 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06426, over 19038.76 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 19:49:10,072 INFO [train.py:927] (4/8) Epoch 17, batch 20900, giga_loss[loss=0.2237, simple_loss=0.3034, pruned_loss=0.07202, over 12367.00 frames. utt_duration=306.9 frames, utt_pad_proportion=0.0586, over 162.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2944, pruned_loss=0.06024, over 2472061.34 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06184, over 17632.63 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2866, pruned_loss=0.06095, over 2467972.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06384, over 7944.10 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2945, pruned_loss=0.05971, over 2472924.13 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06221, over 18880.20 utterances.], batch size: 162, lr: 2.32e-04
2022-08-31 19:50:51,985 INFO [train.py:927] (4/8) Epoch 17, batch 20950, giga_loss[loss=0.2127, simple_loss=0.3014, pruned_loss=0.06199, over 12371.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06038, over 182.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2936, pruned_loss=0.06017, over 2471471.65 frames. utt_duration=588 frames, utt_pad_proportion=0.05786, over 16856.22 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2865, pruned_loss=0.06094, over 2468113.17 frames. utt_duration=1247 frames, utt_pad_proportion=0.06224, over 7926.39 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.294, pruned_loss=0.05974, over 2472146.70 frames. utt_duration=545.9 frames, utt_pad_proportion=0.059, over 18162.60 utterances.], batch size: 182, lr: 2.32e-04
2022-08-31 19:52:32,979 INFO [train.py:927] (4/8) Epoch 17, batch 21000, giga_loss[loss=0.2075, simple_loss=0.2912, pruned_loss=0.06186, over 12295.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03593, over 51.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2926, pruned_loss=0.06044, over 2471855.27 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06114, over 17012.51 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2859, pruned_loss=0.06067, over 2467847.43 frames. utt_duration=1255 frames, utt_pad_proportion=0.06079, over 7875.60 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2936, pruned_loss=0.06029, over 2472775.27 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06234, over 18385.05 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 19:52:32,980 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 19:52:46,235 INFO [train.py:967] (4/8) 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 19:54:29,301 INFO [train.py:927] (4/8) Epoch 17, batch 21050, giga_loss[loss=0.1964, simple_loss=0.2767, pruned_loss=0.05802, over 12375.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03855, over 37.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2911, pruned_loss=0.05941, over 2472203.97 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06921, over 17913.33 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2856, pruned_loss=0.06063, over 2467755.47 frames. utt_duration=1259 frames, utt_pad_proportion=0.06015, over 7852.58 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2922, pruned_loss=0.05933, over 2473077.49 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06985, over 19139.78 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 19:56:11,670 INFO [train.py:927] (4/8) Epoch 17, batch 21100, giga_loss[loss=0.2131, simple_loss=0.285, pruned_loss=0.07057, over 12402.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2881, pruned_loss=0.05823, over 2472864.64 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06796, over 18624.71 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.286, pruned_loss=0.0606, over 2468051.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05854, over 7829.99 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2888, pruned_loss=0.05812, over 2473467.57 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06925, over 20039.08 utterances.], batch size: 260, lr: 2.32e-04
2022-08-31 19:58:01,794 INFO [train.py:927] (4/8) Epoch 17, batch 21150, giga_loss[loss=0.1847, simple_loss=0.2648, pruned_loss=0.05228, over 12403.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04529, over 34.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2847, pruned_loss=0.05732, over 2473215.54 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06886, over 19238.36 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06068, over 2467858.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05786, over 7813.63 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2852, pruned_loss=0.05713, over 2473909.48 frames. utt_duration=484 frames, utt_pad_proportion=0.07005, over 20509.52 utterances.], batch size: 34, lr: 2.32e-04
2022-08-31 19:59:43,912 INFO [train.py:927] (4/8) Epoch 17, batch 21200, giga_loss[loss=0.2132, simple_loss=0.3005, pruned_loss=0.06298, over 12415.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2846, pruned_loss=0.05725, over 2473599.29 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06744, over 19197.80 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2863, pruned_loss=0.06095, over 2467750.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05831, over 7833.36 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2848, pruned_loss=0.05685, over 2474294.60 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06838, over 20277.65 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 20:01:25,962 INFO [train.py:927] (4/8) Epoch 17, batch 21250, giga_loss[loss=0.1757, simple_loss=0.2577, pruned_loss=0.04687, over 12158.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04291, over 28.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2827, pruned_loss=0.05674, over 2473084.40 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06262, over 18557.56 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2864, pruned_loss=0.06108, over 2467744.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05779, over 7838.82 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2827, pruned_loss=0.05626, over 2473717.08 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06384, over 19554.84 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:03:05,734 INFO [train.py:927] (4/8) Epoch 17, batch 21300, giga_loss[loss=0.1987, simple_loss=0.2788, pruned_loss=0.05925, over 12386.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2794, pruned_loss=0.05548, over 2473930.57 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06058, over 18269.71 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2861, pruned_loss=0.06097, over 2467642.85 frames. utt_duration=1264 frames, utt_pad_proportion=0.05752, over 7818.49 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2797, pruned_loss=0.05516, over 2474578.02 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06177, over 19173.83 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 20:04:44,084 INFO [train.py:927] (4/8) Epoch 17, batch 21350, giga_loss[loss=0.1868, simple_loss=0.2665, pruned_loss=0.05356, over 12384.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2769, pruned_loss=0.05482, over 2474206.88 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05677, over 17522.01 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06108, over 2467747.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05645, over 7806.23 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2768, pruned_loss=0.05434, over 2474808.40 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05835, over 18473.89 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 20:06:25,840 INFO [train.py:927] (4/8) Epoch 17, batch 21400, libri_loss[loss=0.1845, simple_loss=0.2515, pruned_loss=0.0588, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009072, over 29.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2748, pruned_loss=0.05381, over 2474351.49 frames. utt_duration=589 frames, utt_pad_proportion=0.05266, over 16847.53 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2863, pruned_loss=0.0612, over 2468007.12 frames. utt_duration=1272 frames, utt_pad_proportion=0.05478, over 7767.54 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2743, pruned_loss=0.05305, over 2474812.56 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05482, over 18008.37 utterances.], batch size: 29, lr: 2.32e-04
2022-08-31 20:08:06,922 INFO [train.py:927] (4/8) Epoch 17, batch 21450, giga_loss[loss=0.191, simple_loss=0.2753, pruned_loss=0.05335, over 12387.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.0591, over 182.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2726, pruned_loss=0.05296, over 2475196.24 frames. utt_duration=604.4 frames, utt_pad_proportion=0.05047, over 16422.37 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.286, pruned_loss=0.06104, over 2468088.26 frames. utt_duration=1275 frames, utt_pad_proportion=0.0544, over 7752.92 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2723, pruned_loss=0.05244, over 2475545.41 frames. utt_duration=569.6 frames, utt_pad_proportion=0.0525, over 17431.40 utterances.], batch size: 182, lr: 2.32e-04
2022-08-31 20:09:50,259 INFO [train.py:927] (4/8) Epoch 17, batch 21500, giga_loss[loss=0.18, simple_loss=0.2603, pruned_loss=0.04981, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03617, over 40.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2747, pruned_loss=0.05438, over 2474063.33 frames. utt_duration=588 frames, utt_pad_proportion=0.05703, over 16872.71 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2862, pruned_loss=0.0612, over 2467646.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.05358, over 7746.13 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.274, pruned_loss=0.05364, over 2474912.90 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05853, over 17922.94 utterances.], batch size: 40, lr: 2.32e-04
2022-08-31 20:11:33,242 INFO [train.py:927] (4/8) Epoch 17, batch 21550, giga_loss[loss=0.1903, simple_loss=0.27, pruned_loss=0.05536, over 12234.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03065, over 39.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2802, pruned_loss=0.05787, over 2474489.46 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05642, over 17309.80 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2861, pruned_loss=0.06122, over 2467585.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.05257, over 7728.66 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2795, pruned_loss=0.05712, over 2475341.83 frames. utt_duration=540.6 frames, utt_pad_proportion=0.058, over 18365.58 utterances.], batch size: 39, lr: 2.32e-04
2022-08-31 20:13:15,139 INFO [train.py:927] (4/8) Epoch 17, batch 21600, giga_loss[loss=0.1975, simple_loss=0.2794, pruned_loss=0.05779, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03174, over 37.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2844, pruned_loss=0.05925, over 2473901.31 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05744, over 17016.10 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2863, pruned_loss=0.06135, over 2467617.84 frames. utt_duration=1280 frames, utt_pad_proportion=0.05178, over 7720.09 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2836, pruned_loss=0.05848, over 2474686.76 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05899, over 18033.03 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:14:57,568 INFO [train.py:927] (4/8) Epoch 17, batch 21650, giga_loss[loss=0.2639, simple_loss=0.3429, pruned_loss=0.09243, over 12380.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06437, over 183.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2902, pruned_loss=0.0616, over 2473576.25 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06617, over 18294.64 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06144, over 2467516.54 frames. utt_duration=1276 frames, utt_pad_proportion=0.05193, over 7741.78 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2893, pruned_loss=0.06088, over 2474389.02 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06697, over 19250.78 utterances.], batch size: 183, lr: 2.32e-04
2022-08-31 20:16:37,900 INFO [train.py:927] (4/8) Epoch 17, batch 21700, giga_loss[loss=0.1768, simple_loss=0.2665, pruned_loss=0.04353, over 12412.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2888, pruned_loss=0.05925, over 2473840.52 frames. utt_duration=561 frames, utt_pad_proportion=0.06066, over 17686.91 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2858, pruned_loss=0.06113, over 2467435.56 frames. utt_duration=1283 frames, utt_pad_proportion=0.05068, over 7700.50 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2889, pruned_loss=0.05893, over 2474747.00 frames. utt_duration=527.5 frames, utt_pad_proportion=0.0622, over 18819.01 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 20:18:20,964 INFO [train.py:927] (4/8) Epoch 17, batch 21750, giga_loss[loss=0.184, simple_loss=0.2826, pruned_loss=0.04272, over 12393.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.0294, over 58.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2878, pruned_loss=0.05736, over 2473647.38 frames. utt_duration=582 frames, utt_pad_proportion=0.05566, over 17046.37 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2857, pruned_loss=0.06101, over 2467457.36 frames. utt_duration=1286 frames, utt_pad_proportion=0.05057, over 7684.55 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2879, pruned_loss=0.05717, over 2474388.55 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05725, over 18032.03 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 20:20:02,849 INFO [train.py:927] (4/8) Epoch 17, batch 21800, giga_loss[loss=0.2523, simple_loss=0.3333, pruned_loss=0.08563, over 12428.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.0663, over 184.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2897, pruned_loss=0.05811, over 2474027.69 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05951, over 17712.56 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.286, pruned_loss=0.06105, over 2467648.70 frames. utt_duration=1283 frames, utt_pad_proportion=0.05021, over 7699.45 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2897, pruned_loss=0.05784, over 2474649.27 frames. utt_duration=528.5 frames, utt_pad_proportion=0.0608, over 18783.91 utterances.], batch size: 184, lr: 2.32e-04
2022-08-31 20:21:44,570 INFO [train.py:927] (4/8) Epoch 17, batch 21850, giga_loss[loss=0.2339, simple_loss=0.3161, pruned_loss=0.07586, over 12401.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07317, over 212.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2926, pruned_loss=0.06009, over 2474484.27 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05811, over 17991.96 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2864, pruned_loss=0.06122, over 2467953.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.05049, over 7730.85 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2923, pruned_loss=0.05969, over 2474791.61 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05913, over 18943.04 utterances.], batch size: 212, lr: 2.32e-04
2022-08-31 20:23:28,997 INFO [train.py:927] (4/8) Epoch 17, batch 21900, giga_loss[loss=0.1919, simple_loss=0.2774, pruned_loss=0.05325, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02763, over 45.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2939, pruned_loss=0.06143, over 2474494.28 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06353, over 18036.08 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06112, over 2468179.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.05441, over 7810.04 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2942, pruned_loss=0.06118, over 2474821.67 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06282, over 19142.37 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 20:25:11,064 INFO [train.py:927] (4/8) Epoch 17, batch 21950, giga_loss[loss=0.1931, simple_loss=0.2848, pruned_loss=0.05072, over 12400.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04514, over 26.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2949, pruned_loss=0.0614, over 2474542.54 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05979, over 17414.70 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2863, pruned_loss=0.06105, over 2468060.28 frames. utt_duration=1268 frames, utt_pad_proportion=0.05379, over 7796.97 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2951, pruned_loss=0.06127, over 2474984.89 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05967, over 18430.21 utterances.], batch size: 26, lr: 2.32e-04
2022-08-31 20:26:53,605 INFO [train.py:927] (4/8) Epoch 17, batch 22000, giga_loss[loss=0.2247, simple_loss=0.3091, pruned_loss=0.0702, over 12382.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04486, over 146.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2966, pruned_loss=0.0623, over 2475314.71 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06054, over 17140.37 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2867, pruned_loss=0.06143, over 2468303.15 frames. utt_duration=1264 frames, utt_pad_proportion=0.05405, over 7819.07 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2965, pruned_loss=0.06187, over 2475539.99 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06035, over 18046.01 utterances.], batch size: 146, lr: 2.32e-04
2022-08-31 20:28:36,896 INFO [train.py:927] (4/8) Epoch 17, batch 22050, libri_loss[loss=0.1776, simple_loss=0.2611, pruned_loss=0.04705, over 12390.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006508, over 31.00 utterances.], tot_loss[loss=0.21, simple_loss=0.296, pruned_loss=0.06203, over 2475268.76 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05752, over 16479.61 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2864, pruned_loss=0.06133, over 2468413.70 frames. utt_duration=1268 frames, utt_pad_proportion=0.05348, over 7798.90 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2963, pruned_loss=0.06181, over 2475442.26 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05777, over 17344.13 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:30:17,643 INFO [train.py:927] (4/8) Epoch 17, batch 22100, giga_loss[loss=0.1783, simple_loss=0.262, pruned_loss=0.04731, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02717, over 48.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2946, pruned_loss=0.06162, over 2475017.41 frames. utt_duration=616 frames, utt_pad_proportion=0.05837, over 16110.24 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2866, pruned_loss=0.06138, over 2468472.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05294, over 7800.84 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2949, pruned_loss=0.06142, over 2475228.23 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05879, over 16944.83 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 20:31:59,631 INFO [train.py:927] (4/8) Epoch 17, batch 22150, giga_loss[loss=0.222, simple_loss=0.3072, pruned_loss=0.06837, over 12305.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03101, over 28.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.296, pruned_loss=0.06251, over 2474054.73 frames. utt_duration=623.7 frames, utt_pad_proportion=0.05534, over 15905.58 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06147, over 2468530.51 frames. utt_duration=1267 frames, utt_pad_proportion=0.05278, over 7804.84 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2961, pruned_loss=0.06227, over 2474196.21 frames. utt_duration=598 frames, utt_pad_proportion=0.05587, over 16591.31 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:33:41,147 INFO [train.py:927] (4/8) Epoch 17, batch 22200, libri_loss[loss=0.2396, simple_loss=0.3244, pruned_loss=0.07737, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01832, over 43.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2963, pruned_loss=0.0622, over 2473466.85 frames. utt_duration=635.1 frames, utt_pad_proportion=0.05184, over 15616.20 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06155, over 2468741.94 frames. utt_duration=1267 frames, utt_pad_proportion=0.05199, over 7800.85 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2963, pruned_loss=0.06195, over 2473473.79 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05275, over 16308.10 utterances.], batch size: 43, lr: 2.32e-04
2022-08-31 20:35:31,344 INFO [train.py:927] (4/8) Epoch 17, batch 22250, giga_loss[loss=0.2075, simple_loss=0.3055, pruned_loss=0.05471, over 12382.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2959, pruned_loss=0.06235, over 2473288.08 frames. utt_duration=630.8 frames, utt_pad_proportion=0.04981, over 15721.28 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.0614, over 2468333.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.05146, over 7776.95 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2964, pruned_loss=0.06229, over 2473744.09 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05083, over 16397.97 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 20:37:13,840 INFO [train.py:927] (4/8) Epoch 17, batch 22300, giga_loss[loss=0.1955, simple_loss=0.2763, pruned_loss=0.05739, over 12334.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0328, over 51.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2926, pruned_loss=0.06087, over 2472149.25 frames. utt_duration=657.2 frames, utt_pad_proportion=0.04812, over 15082.06 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.06132, over 2468474.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05168, over 7778.86 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2932, pruned_loss=0.0609, over 2472493.53 frames. utt_duration=627.7 frames, utt_pad_proportion=0.04886, over 15793.48 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 20:38:56,516 INFO [train.py:927] (4/8) Epoch 17, batch 22350, giga_loss[loss=0.1604, simple_loss=0.2521, pruned_loss=0.03433, over 12377.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2912, pruned_loss=0.06105, over 2472010.32 frames. utt_duration=647.8 frames, utt_pad_proportion=0.05219, over 15300.30 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2872, pruned_loss=0.06185, over 2468678.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05606, over 7864.34 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2912, pruned_loss=0.06058, over 2472149.91 frames. utt_duration=623.7 frames, utt_pad_proportion=0.05086, over 15893.21 utterances.], batch size: 66, lr: 2.32e-04
2022-08-31 20:40:36,882 INFO [train.py:927] (4/8) Epoch 17, batch 22400, giga_loss[loss=0.1794, simple_loss=0.2599, pruned_loss=0.04948, over 12442.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03, over 80.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2878, pruned_loss=0.0595, over 2472171.79 frames. utt_duration=649.1 frames, utt_pad_proportion=0.05379, over 15269.08 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2873, pruned_loss=0.06174, over 2468584.44 frames. utt_duration=1258 frames, utt_pad_proportion=0.05585, over 7861.47 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2878, pruned_loss=0.05921, over 2472481.27 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05281, over 15925.73 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 20:42:16,080 INFO [train.py:927] (4/8) Epoch 17, batch 22450, giga_loss[loss=0.2204, simple_loss=0.3071, pruned_loss=0.06688, over 12363.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06067, over 182.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.285, pruned_loss=0.05863, over 2472014.61 frames. utt_duration=620.2 frames, utt_pad_proportion=0.05802, over 15980.84 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2874, pruned_loss=0.06169, over 2468928.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.05483, over 7857.95 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2849, pruned_loss=0.05839, over 2472020.55 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05754, over 16679.91 utterances.], batch size: 182, lr: 2.32e-04
2022-08-31 20:43:55,860 INFO [train.py:927] (4/8) Epoch 17, batch 22500, giga_loss[loss=0.1855, simple_loss=0.2675, pruned_loss=0.05181, over 12279.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.03736, over 51.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2845, pruned_loss=0.05778, over 2472219.64 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06348, over 16797.80 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06166, over 2468647.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05385, over 7830.81 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2845, pruned_loss=0.05753, over 2472531.76 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06332, over 17560.42 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 20:45:38,076 INFO [train.py:927] (4/8) Epoch 17, batch 22550, giga_loss[loss=0.2062, simple_loss=0.2922, pruned_loss=0.06006, over 12352.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02738, over 48.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2853, pruned_loss=0.05775, over 2471788.31 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06076, over 17106.41 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2869, pruned_loss=0.06153, over 2468244.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.05303, over 7808.26 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2855, pruned_loss=0.05758, over 2472459.20 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06111, over 17923.02 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 20:47:18,361 INFO [train.py:927] (4/8) Epoch 17, batch 22600, giga_loss[loss=0.1626, simple_loss=0.2593, pruned_loss=0.03301, over 12379.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02476, over 66.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2859, pruned_loss=0.05708, over 2472160.52 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06665, over 18417.83 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2872, pruned_loss=0.06179, over 2468107.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05615, over 7872.37 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2858, pruned_loss=0.05666, over 2472918.42 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06576, over 19194.87 utterances.], batch size: 66, lr: 2.32e-04
2022-08-31 20:48:59,435 INFO [train.py:927] (4/8) Epoch 17, batch 22650, giga_loss[loss=0.1728, simple_loss=0.2573, pruned_loss=0.0442, over 12148.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.03553, over 30.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2847, pruned_loss=0.05596, over 2473050.32 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06483, over 18097.78 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2873, pruned_loss=0.06184, over 2468143.33 frames. utt_duration=1248 frames, utt_pad_proportion=0.05746, over 7920.88 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2845, pruned_loss=0.05552, over 2473682.28 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06375, over 18807.91 utterances.], batch size: 30, lr: 2.32e-04
2022-08-31 20:50:41,381 INFO [train.py:927] (4/8) Epoch 17, batch 22700, giga_loss[loss=0.193, simple_loss=0.284, pruned_loss=0.05102, over 12331.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2851, pruned_loss=0.056, over 2472831.19 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0632, over 17753.86 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2874, pruned_loss=0.06186, over 2468315.10 frames. utt_duration=1246 frames, utt_pad_proportion=0.05715, over 7931.74 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2849, pruned_loss=0.05546, over 2473294.84 frames. utt_duration=533.7 frames, utt_pad_proportion=0.0626, over 18588.25 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 20:52:22,936 INFO [train.py:927] (4/8) Epoch 17, batch 22750, giga_loss[loss=0.2266, simple_loss=0.3141, pruned_loss=0.0696, over 12458.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02877, over 80.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2867, pruned_loss=0.05632, over 2472302.53 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06294, over 17482.71 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.287, pruned_loss=0.06165, over 2467970.98 frames. utt_duration=1249 frames, utt_pad_proportion=0.05677, over 7913.46 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2868, pruned_loss=0.05604, over 2473025.18 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06263, over 18245.35 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 20:54:04,897 INFO [train.py:927] (4/8) Epoch 17, batch 22800, giga_loss[loss=0.1885, simple_loss=0.2754, pruned_loss=0.0508, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02264, over 48.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2878, pruned_loss=0.05675, over 2472752.72 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06107, over 16788.75 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2869, pruned_loss=0.06157, over 2468198.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.0597, over 7952.73 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.288, pruned_loss=0.05641, over 2473279.24 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05977, over 17715.59 utterances.], batch size: 48, lr: 2.32e-04
2022-08-31 20:55:47,968 INFO [train.py:927] (4/8) Epoch 17, batch 22850, libri_loss[loss=0.1812, simple_loss=0.2672, pruned_loss=0.04756, over 12222.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005789, over 31.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2887, pruned_loss=0.05701, over 2472288.15 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05698, over 16281.44 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2872, pruned_loss=0.06178, over 2467769.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.0593, over 7953.05 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2886, pruned_loss=0.05642, over 2473229.86 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05626, over 17225.66 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:57:25,541 INFO [train.py:927] (4/8) Epoch 17, batch 22900, libri_loss[loss=0.1926, simple_loss=0.2756, pruned_loss=0.0548, over 12195.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005074, over 33.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2876, pruned_loss=0.05685, over 2473408.35 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05992, over 16439.88 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06229, over 2467786.44 frames. utt_duration=1220 frames, utt_pad_proportion=0.06737, over 8101.71 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.287, pruned_loss=0.05583, over 2474272.73 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05584, over 17250.64 utterances.], batch size: 33, lr: 2.32e-04
2022-08-31 20:59:04,001 INFO [train.py:927] (4/8) Epoch 17, batch 22950, giga_loss[loss=0.2484, simple_loss=0.3322, pruned_loss=0.08233, over 12353.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03507, over 104.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2866, pruned_loss=0.05611, over 2473115.50 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05822, over 16711.79 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2877, pruned_loss=0.06215, over 2467782.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.06641, over 8067.91 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2862, pruned_loss=0.05532, over 2473899.99 frames. utt_duration=566 frames, utt_pad_proportion=0.05543, over 17529.37 utterances.], batch size: 104, lr: 2.32e-04
2022-08-31 21:00:44,732 INFO [train.py:927] (4/8) Epoch 17, batch 23000, libri_loss[loss=0.215, simple_loss=0.3019, pruned_loss=0.06403, over 12242.00 frames. utt_duration=961.7 frames, utt_pad_proportion=0.06994, over 51.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2877, pruned_loss=0.05604, over 2473554.64 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05373, over 16255.14 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.06247, over 2467994.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.06477, over 8032.24 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.287, pruned_loss=0.05487, over 2474205.17 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05219, over 17267.44 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 21:02:24,988 INFO [train.py:927] (4/8) Epoch 17, batch 23050, giga_loss[loss=0.1846, simple_loss=0.2615, pruned_loss=0.05389, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0309, over 42.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2868, pruned_loss=0.05629, over 2473769.24 frames. utt_duration=607.9 frames, utt_pad_proportion=0.05173, over 16318.15 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06238, over 2468255.90 frames. utt_duration=1236 frames, utt_pad_proportion=0.06312, over 7999.16 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2864, pruned_loss=0.05521, over 2474279.74 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05113, over 17469.07 utterances.], batch size: 42, lr: 2.32e-04
2022-08-31 21:04:05,706 INFO [train.py:927] (4/8) Epoch 17, batch 23100, giga_loss[loss=0.2003, simple_loss=0.2744, pruned_loss=0.06317, over 12356.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03227, over 58.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2849, pruned_loss=0.0563, over 2474435.25 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05003, over 16489.53 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2878, pruned_loss=0.0622, over 2468362.96 frames. utt_duration=1236 frames, utt_pad_proportion=0.0623, over 7999.39 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2846, pruned_loss=0.05545, over 2474848.62 frames. utt_duration=564.4 frames, utt_pad_proportion=0.04986, over 17587.35 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 21:05:47,136 INFO [train.py:927] (4/8) Epoch 17, batch 23150, giga_loss[loss=0.192, simple_loss=0.2772, pruned_loss=0.05334, over 12386.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04887, over 34.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2834, pruned_loss=0.0566, over 2474194.33 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05151, over 16926.20 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.288, pruned_loss=0.06232, over 2468435.81 frames. utt_duration=1236 frames, utt_pad_proportion=0.06168, over 7998.31 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2829, pruned_loss=0.05573, over 2474577.50 frames. utt_duration=553 frames, utt_pad_proportion=0.05146, over 17947.85 utterances.], batch size: 34, lr: 2.32e-04
2022-08-31 21:07:29,268 INFO [train.py:927] (4/8) Epoch 17, batch 23200, giga_loss[loss=0.1624, simple_loss=0.2464, pruned_loss=0.03921, over 12339.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03075, over 70.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2797, pruned_loss=0.05517, over 2473632.79 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05166, over 16548.88 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2877, pruned_loss=0.06222, over 2468020.53 frames. utt_duration=1241 frames, utt_pad_proportion=0.06093, over 7963.55 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2795, pruned_loss=0.05446, over 2474388.05 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05184, over 17540.05 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 21:09:09,833 INFO [train.py:927] (4/8) Epoch 17, batch 23250, giga_loss[loss=0.2005, simple_loss=0.2896, pruned_loss=0.05573, over 12418.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05708, over 182.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2784, pruned_loss=0.05462, over 2473948.08 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05112, over 16265.42 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2879, pruned_loss=0.06224, over 2468189.58 frames. utt_duration=1234 frames, utt_pad_proportion=0.06338, over 8012.25 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2778, pruned_loss=0.05378, over 2474555.33 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05006, over 17283.83 utterances.], batch size: 182, lr: 2.31e-04
2022-08-31 21:10:53,677 INFO [train.py:927] (4/8) Epoch 17, batch 23300, giga_loss[loss=0.2423, simple_loss=0.3153, pruned_loss=0.08467, over 12404.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2807, pruned_loss=0.05568, over 2474113.98 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05235, over 16823.13 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2876, pruned_loss=0.06212, over 2468454.01 frames. utt_duration=1237 frames, utt_pad_proportion=0.0627, over 7991.21 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2803, pruned_loss=0.05503, over 2474441.45 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05168, over 17749.44 utterances.], batch size: 258, lr: 2.31e-04
2022-08-31 21:12:34,937 INFO [train.py:927] (4/8) Epoch 17, batch 23350, giga_loss[loss=0.2596, simple_loss=0.3296, pruned_loss=0.09478, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2834, pruned_loss=0.05644, over 2473600.51 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05157, over 17031.88 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2873, pruned_loss=0.06196, over 2468243.36 frames. utt_duration=1243 frames, utt_pad_proportion=0.06121, over 7952.10 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2832, pruned_loss=0.05587, over 2474228.75 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05153, over 18081.50 utterances.], batch size: 259, lr: 2.31e-04
2022-08-31 21:14:18,166 INFO [train.py:927] (4/8) Epoch 17, batch 23400, giga_loss[loss=0.2426, simple_loss=0.325, pruned_loss=0.08009, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.286, pruned_loss=0.05787, over 2473932.95 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05342, over 17152.78 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2876, pruned_loss=0.0622, over 2468496.97 frames. utt_duration=1245 frames, utt_pad_proportion=0.06022, over 7941.34 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2855, pruned_loss=0.0571, over 2474326.38 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05356, over 18195.30 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 21:16:07,634 INFO [train.py:927] (4/8) Epoch 17, batch 23450, giga_loss[loss=0.2569, simple_loss=0.3356, pruned_loss=0.08909, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2907, pruned_loss=0.06089, over 2474080.18 frames. utt_duration=578 frames, utt_pad_proportion=0.05492, over 17167.68 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06232, over 2468448.84 frames. utt_duration=1245 frames, utt_pad_proportion=0.05966, over 7943.38 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2902, pruned_loss=0.0601, over 2474586.34 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0551, over 18237.39 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 21:17:51,734 INFO [train.py:927] (4/8) Epoch 17, batch 23500, giga_loss[loss=0.2597, simple_loss=0.3357, pruned_loss=0.09186, over 12434.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03621, over 123.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2977, pruned_loss=0.06567, over 2474318.86 frames. utt_duration=538 frames, utt_pad_proportion=0.06175, over 18447.76 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.0623, over 2468636.44 frames. utt_duration=1247 frames, utt_pad_proportion=0.05875, over 7925.58 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2976, pruned_loss=0.06508, over 2474657.57 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06191, over 19494.26 utterances.], batch size: 123, lr: 2.31e-04
2022-08-31 21:19:39,030 INFO [train.py:927] (4/8) Epoch 17, batch 23550, libri_loss[loss=0.1765, simple_loss=0.2519, pruned_loss=0.05049, over 12289.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009125, over 28.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.303, pruned_loss=0.06908, over 2474632.51 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06104, over 18160.08 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2875, pruned_loss=0.06215, over 2468756.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.05813, over 7905.74 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3032, pruned_loss=0.06885, over 2474875.55 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06145, over 19154.28 utterances.], batch size: 28, lr: 2.31e-04
2022-08-31 21:21:25,422 INFO [train.py:927] (4/8) Epoch 17, batch 23600, giga_loss[loss=0.3494, simple_loss=0.3907, pruned_loss=0.154, over 12381.00 frames. utt_duration=191.2 frames, utt_pad_proportion=0.1146, over 261.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3078, pruned_loss=0.0735, over 2474792.84 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06337, over 19020.87 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06234, over 2468915.36 frames. utt_duration=1255 frames, utt_pad_proportion=0.05755, over 7881.24 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3082, pruned_loss=0.0733, over 2474919.82 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06383, over 19986.50 utterances.], batch size: 261, lr: 2.31e-04
2022-08-31 21:23:12,788 INFO [train.py:927] (4/8) Epoch 17, batch 23650, giga_loss[loss=0.2505, simple_loss=0.3384, pruned_loss=0.08126, over 12387.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03276, over 104.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3134, pruned_loss=0.07856, over 2475092.13 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06538, over 20515.96 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.287, pruned_loss=0.06205, over 2468839.64 frames. utt_duration=1259 frames, utt_pad_proportion=0.05671, over 7855.78 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3146, pruned_loss=0.07892, over 2475369.77 frames. utt_duration=461.5 frames, utt_pad_proportion=0.06592, over 21524.07 utterances.], batch size: 104, lr: 2.31e-04
2022-08-31 21:24:56,622 INFO [train.py:927] (4/8) Epoch 17, batch 23700, giga_loss[loss=0.2181, simple_loss=0.3012, pruned_loss=0.06754, over 12366.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3154, pruned_loss=0.08059, over 2475236.43 frames. utt_duration=467.1 frames, utt_pad_proportion=0.0672, over 21261.98 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2869, pruned_loss=0.06205, over 2468664.10 frames. utt_duration=1263 frames, utt_pad_proportion=0.05568, over 7828.65 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3172, pruned_loss=0.08129, over 2475755.43 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06795, over 22381.84 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 21:26:43,932 INFO [train.py:927] (4/8) Epoch 17, batch 23750, giga_loss[loss=0.2433, simple_loss=0.3198, pruned_loss=0.08337, over 12429.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03773, over 133.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3147, pruned_loss=0.08024, over 2475848.79 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0698, over 21127.86 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2867, pruned_loss=0.06188, over 2468553.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.05605, over 7846.00 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3166, pruned_loss=0.08122, over 2476461.47 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07029, over 22192.25 utterances.], batch size: 133, lr: 2.31e-04
2022-08-31 21:28:30,324 INFO [train.py:927] (4/8) Epoch 17, batch 23800, giga_loss[loss=0.2237, simple_loss=0.3108, pruned_loss=0.06823, over 12345.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03317, over 58.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3158, pruned_loss=0.08049, over 2475424.56 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07448, over 21714.69 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2864, pruned_loss=0.06163, over 2468420.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.05551, over 7834.14 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3181, pruned_loss=0.08181, over 2476148.51 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07498, over 22815.98 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 21:30:16,361 INFO [train.py:927] (4/8) Epoch 17, batch 23850, giga_loss[loss=0.2025, simple_loss=0.2981, pruned_loss=0.05346, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0431, over 33.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3157, pruned_loss=0.08001, over 2474473.77 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07853, over 22616.96 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2861, pruned_loss=0.06135, over 2468257.50 frames. utt_duration=1268 frames, utt_pad_proportion=0.05454, over 7795.69 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3184, pruned_loss=0.08175, over 2475337.35 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07914, over 23855.26 utterances.], batch size: 33, lr: 2.31e-04
2022-08-31 21:32:06,680 INFO [train.py:927] (4/8) Epoch 17, batch 23900, giga_loss[loss=0.2148, simple_loss=0.2995, pruned_loss=0.06506, over 12367.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0534, over 161.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3146, pruned_loss=0.0781, over 2473896.13 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07728, over 22872.64 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2861, pruned_loss=0.06127, over 2468140.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.0542, over 7790.78 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3171, pruned_loss=0.0797, over 2474727.19 frames. utt_duration=414.1 frames, utt_pad_proportion=0.07798, over 23986.58 utterances.], batch size: 161, lr: 2.31e-04
2022-08-31 21:33:52,882 INFO [train.py:927] (4/8) Epoch 17, batch 23950, giga_loss[loss=0.2615, simple_loss=0.3415, pruned_loss=0.09075, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04173, over 146.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3123, pruned_loss=0.07644, over 2474959.94 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08011, over 22854.74 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2867, pruned_loss=0.06172, over 2468818.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.05943, over 7921.04 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3145, pruned_loss=0.07781, over 2475212.06 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07931, over 24092.05 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 21:35:41,972 INFO [train.py:927] (4/8) Epoch 17, batch 24000, giga_loss[loss=0.2713, simple_loss=0.3294, pruned_loss=0.1065, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07241, over 212.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3109, pruned_loss=0.07525, over 2475212.71 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07368, over 21808.75 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2862, pruned_loss=0.06147, over 2468740.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.05854, over 7895.77 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3135, pruned_loss=0.07678, over 2475586.53 frames. utt_duration=430.9 frames, utt_pad_proportion=0.0737, over 23061.16 utterances.], batch size: 212, lr: 2.31e-04
2022-08-31 21:35:41,973 INFO [train.py:958] (4/8) Computing validation loss
2022-08-31 21:35:55,142 INFO [train.py:967] (4/8) 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 21:37:44,764 INFO [train.py:927] (4/8) Epoch 17, batch 24050, giga_loss[loss=0.2263, simple_loss=0.318, pruned_loss=0.06727, over 12415.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03271, over 122.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3102, pruned_loss=0.07378, over 2475234.20 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07136, over 21850.97 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2862, pruned_loss=0.06129, over 2468600.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05755, over 7886.41 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3129, pruned_loss=0.07546, over 2475797.99 frames. utt_duration=429 frames, utt_pad_proportion=0.07187, over 23161.38 utterances.], batch size: 122, lr: 2.31e-04
2022-08-31 21:39:26,929 INFO [train.py:927] (4/8) Epoch 17, batch 24100, giga_loss[loss=0.2345, simple_loss=0.3212, pruned_loss=0.07394, over 12391.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03577, over 75.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3103, pruned_loss=0.07236, over 2475270.64 frames. utt_duration=471.1 frames, utt_pad_proportion=0.0685, over 21082.71 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2862, pruned_loss=0.06123, over 2468623.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.05752, over 7911.93 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3132, pruned_loss=0.07413, over 2475921.21 frames. utt_duration=440.5 frames, utt_pad_proportion=0.06926, over 22554.92 utterances.], batch size: 75, lr: 2.31e-04
2022-08-31 21:41:10,025 INFO [train.py:927] (4/8) Epoch 17, batch 24150, libri_loss[loss=0.1946, simple_loss=0.2929, pruned_loss=0.04812, over 12392.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009085, over 38.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3096, pruned_loss=0.07215, over 2475590.32 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06848, over 20541.84 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2862, pruned_loss=0.06118, over 2468895.79 frames. utt_duration=1248 frames, utt_pad_proportion=0.05704, over 7922.60 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3123, pruned_loss=0.07381, over 2475978.24 frames. utt_duration=453 frames, utt_pad_proportion=0.06933, over 21931.53 utterances.], batch size: 38, lr: 2.31e-04
2022-08-31 21:42:58,208 INFO [train.py:927] (4/8) Epoch 17, batch 24200, giga_loss[loss=0.2583, simple_loss=0.318, pruned_loss=0.09926, over 12344.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2001, over 367.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3079, pruned_loss=0.07189, over 2475501.39 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06608, over 19921.84 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2864, pruned_loss=0.06122, over 2468902.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.05661, over 7920.40 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3101, pruned_loss=0.07325, over 2475846.89 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06706, over 21123.86 utterances.], batch size: 367, lr: 2.31e-04
2022-08-31 21:44:47,052 INFO [train.py:927] (4/8) Epoch 17, batch 24250, giga_loss[loss=0.2102, simple_loss=0.302, pruned_loss=0.05915, over 12391.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02553, over 66.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3068, pruned_loss=0.07011, over 2475926.26 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06192, over 18921.65 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2866, pruned_loss=0.06145, over 2468840.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.05559, over 7910.50 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3088, pruned_loss=0.07122, over 2476393.73 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06338, over 20131.50 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 21:46:34,963 INFO [train.py:927] (4/8) Epoch 17, batch 24300, giga_loss[loss=0.2688, simple_loss=0.3336, pruned_loss=0.102, over 12375.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3067, pruned_loss=0.06956, over 2475327.70 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06167, over 19149.92 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06141, over 2468901.04 frames. utt_duration=1254 frames, utt_pad_proportion=0.05504, over 7884.97 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3086, pruned_loss=0.07059, over 2475756.48 frames. utt_duration=490 frames, utt_pad_proportion=0.06304, over 20268.55 utterances.], batch size: 257, lr: 2.31e-04
2022-08-31 21:48:16,514 INFO [train.py:927] (4/8) Epoch 17, batch 24350, giga_loss[loss=0.2337, simple_loss=0.3152, pruned_loss=0.07609, over 12393.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3053, pruned_loss=0.06947, over 2475485.24 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06412, over 19349.25 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.0615, over 2469042.75 frames. utt_duration=1251 frames, utt_pad_proportion=0.05499, over 7904.19 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3069, pruned_loss=0.07035, over 2475823.80 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06517, over 20425.56 utterances.], batch size: 133, lr: 2.31e-04
2022-08-31 21:50:01,586 INFO [train.py:927] (4/8) Epoch 17, batch 24400, libri_loss[loss=0.2258, simple_loss=0.3085, pruned_loss=0.0715, over 12458.00 frames. utt_duration=959.8 frames, utt_pad_proportion=0.06815, over 52.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3049, pruned_loss=0.07036, over 2475467.89 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06821, over 19402.39 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2874, pruned_loss=0.0618, over 2469248.43 frames. utt_duration=1226 frames, utt_pad_proportion=0.06236, over 8067.59 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3059, pruned_loss=0.07093, over 2475663.80 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06629, over 20324.41 utterances.], batch size: 52, lr: 2.31e-04
2022-08-31 21:51:45,957 INFO [train.py:927] (4/8) Epoch 17, batch 24450, giga_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07247, over 12387.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03913, over 113.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3023, pruned_loss=0.06983, over 2475434.20 frames. utt_duration=508.5 frames, utt_pad_proportion=0.07282, over 19525.49 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06167, over 2469035.36 frames. utt_duration=1231 frames, utt_pad_proportion=0.06103, over 8033.95 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07067, over 2475985.31 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07171, over 20656.58 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 21:53:27,812 INFO [train.py:927] (4/8) Epoch 17, batch 24500, giga_loss[loss=0.2184, simple_loss=0.2922, pruned_loss=0.07229, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3017, pruned_loss=0.06977, over 2474952.64 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07286, over 19486.47 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.06156, over 2469048.29 frames. utt_duration=1225 frames, utt_pad_proportion=0.06419, over 8074.71 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3038, pruned_loss=0.07077, over 2475541.42 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07104, over 20669.49 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 21:55:10,242 INFO [train.py:927] (4/8) Epoch 17, batch 24550, giga_loss[loss=0.2119, simple_loss=0.2973, pruned_loss=0.06324, over 12250.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03493, over 28.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3028, pruned_loss=0.06969, over 2474611.27 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07501, over 19693.16 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2872, pruned_loss=0.06183, over 2469147.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.06501, over 8124.46 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3042, pruned_loss=0.07035, over 2475068.01 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07321, over 20733.84 utterances.], batch size: 28, lr: 2.31e-04
2022-08-31 21:56:55,717 INFO [train.py:927] (4/8) Epoch 17, batch 24600, giga_loss[loss=0.262, simple_loss=0.3296, pruned_loss=0.09722, over 12393.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07348, over 212.00 utterances.], tot_loss[loss=0.221, simple_loss=0.303, pruned_loss=0.06957, over 2474435.71 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06938, over 19025.40 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06169, over 2469383.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.06353, over 8095.06 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3046, pruned_loss=0.07043, over 2474735.44 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06878, over 20181.16 utterances.], batch size: 212, lr: 2.31e-04
2022-08-31 21:58:40,309 INFO [train.py:927] (4/8) Epoch 17, batch 24650, giga_loss[loss=0.2279, simple_loss=0.301, pruned_loss=0.07736, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03147, over 51.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3047, pruned_loss=0.07146, over 2474751.20 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07324, over 19563.62 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2873, pruned_loss=0.06175, over 2469475.39 frames. utt_duration=1212 frames, utt_pad_proportion=0.06691, over 8157.90 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3062, pruned_loss=0.07227, over 2475043.57 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07136, over 20663.89 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:00:23,138 INFO [train.py:927] (4/8) Epoch 17, batch 24700, giga_loss[loss=0.1923, simple_loss=0.2818, pruned_loss=0.05142, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03141, over 48.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3067, pruned_loss=0.07423, over 2474282.63 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07928, over 20408.50 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2875, pruned_loss=0.06192, over 2469277.54 frames. utt_duration=1207 frames, utt_pad_proportion=0.06928, over 8194.53 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3082, pruned_loss=0.07501, over 2474830.44 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07685, over 21564.91 utterances.], batch size: 48, lr: 2.31e-04
2022-08-31 22:02:05,885 INFO [train.py:927] (4/8) Epoch 17, batch 24750, giga_loss[loss=0.1888, simple_loss=0.2768, pruned_loss=0.05036, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03195, over 75.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3057, pruned_loss=0.07347, over 2473846.51 frames. utt_duration=486.4 frames, utt_pad_proportion=0.08032, over 20406.36 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2871, pruned_loss=0.06173, over 2468935.22 frames. utt_duration=1215 frames, utt_pad_proportion=0.06728, over 8138.83 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3079, pruned_loss=0.07471, over 2474759.79 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07914, over 21845.47 utterances.], batch size: 75, lr: 2.31e-04
2022-08-31 22:03:46,820 INFO [train.py:927] (4/8) Epoch 17, batch 24800, giga_loss[loss=0.2769, simple_loss=0.3325, pruned_loss=0.1106, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3057, pruned_loss=0.07212, over 2473785.02 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07706, over 20546.96 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2873, pruned_loss=0.06175, over 2468916.81 frames. utt_duration=1219 frames, utt_pad_proportion=0.06627, over 8112.27 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3076, pruned_loss=0.07328, over 2474615.26 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07674, over 21940.09 utterances.], batch size: 183, lr: 2.31e-04
2022-08-31 22:05:31,332 INFO [train.py:927] (4/8) Epoch 17, batch 24850, libri_loss[loss=0.194, simple_loss=0.2661, pruned_loss=0.06099, over 12428.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006511, over 30.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3039, pruned_loss=0.07175, over 2474207.02 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07627, over 19947.20 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06234, over 2469254.83 frames. utt_duration=1202 frames, utt_pad_proportion=0.07206, over 8224.72 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.306, pruned_loss=0.07268, over 2474843.37 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07438, over 21613.15 utterances.], batch size: 30, lr: 2.31e-04
2022-08-31 22:07:15,861 INFO [train.py:927] (4/8) Epoch 17, batch 24900, giga_loss[loss=0.2219, simple_loss=0.3098, pruned_loss=0.06704, over 12357.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02915, over 91.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3036, pruned_loss=0.07149, over 2474208.53 frames. utt_duration=496 frames, utt_pad_proportion=0.0762, over 20013.30 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2871, pruned_loss=0.06199, over 2469232.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.07132, over 8192.53 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3061, pruned_loss=0.07269, over 2474819.41 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07496, over 21568.08 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 22:09:02,341 INFO [train.py:927] (4/8) Epoch 17, batch 24950, giga_loss[loss=0.2128, simple_loss=0.3056, pruned_loss=0.05997, over 12354.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3071, pruned_loss=0.07126, over 2473878.89 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07015, over 19934.83 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2871, pruned_loss=0.06198, over 2469102.95 frames. utt_duration=1210 frames, utt_pad_proportion=0.07053, over 8170.79 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3092, pruned_loss=0.07233, over 2474520.74 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06981, over 21327.23 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:10:47,024 INFO [train.py:927] (4/8) Epoch 17, batch 25000, giga_loss[loss=0.2017, simple_loss=0.2999, pruned_loss=0.05174, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0289, over 55.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.308, pruned_loss=0.07162, over 2474087.11 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06921, over 19662.74 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2869, pruned_loss=0.06181, over 2468993.17 frames. utt_duration=1214 frames, utt_pad_proportion=0.0693, over 8143.85 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3104, pruned_loss=0.07286, over 2474789.97 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06943, over 21111.84 utterances.], batch size: 55, lr: 2.31e-04
2022-08-31 22:12:33,029 INFO [train.py:927] (4/8) Epoch 17, batch 25050, giga_loss[loss=0.2397, simple_loss=0.3098, pruned_loss=0.0848, over 12375.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3087, pruned_loss=0.07293, over 2473760.88 frames. utt_duration=502 frames, utt_pad_proportion=0.077, over 19767.69 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2871, pruned_loss=0.06184, over 2469043.46 frames. utt_duration=1195 frames, utt_pad_proportion=0.07603, over 8271.80 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3114, pruned_loss=0.07436, over 2474479.91 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07421, over 21311.23 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:14:19,199 INFO [train.py:927] (4/8) Epoch 17, batch 25100, giga_loss[loss=0.1913, simple_loss=0.2736, pruned_loss=0.05449, over 12461.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04642, over 34.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3076, pruned_loss=0.0732, over 2473691.61 frames. utt_duration=492.3 frames, utt_pad_proportion=0.08291, over 20158.74 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2872, pruned_loss=0.06173, over 2469218.11 frames. utt_duration=1199 frames, utt_pad_proportion=0.07381, over 8246.34 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3104, pruned_loss=0.0749, over 2474277.62 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0812, over 21865.75 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 22:16:03,588 INFO [train.py:927] (4/8) Epoch 17, batch 25150, giga_loss[loss=0.2066, simple_loss=0.2873, pruned_loss=0.0629, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02742, over 48.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3053, pruned_loss=0.07267, over 2473476.13 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07915, over 19428.62 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06149, over 2468926.89 frames. utt_duration=1205 frames, utt_pad_proportion=0.07251, over 8206.76 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07465, over 2474355.68 frames. utt_duration=467 frames, utt_pad_proportion=0.07851, over 21259.98 utterances.], batch size: 48, lr: 2.31e-04
2022-08-31 22:17:50,877 INFO [train.py:927] (4/8) Epoch 17, batch 25200, giga_loss[loss=0.2115, simple_loss=0.2914, pruned_loss=0.06576, over 12320.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03511, over 51.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3057, pruned_loss=0.07314, over 2474370.37 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07662, over 19513.55 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2867, pruned_loss=0.06158, over 2468909.49 frames. utt_duration=1206 frames, utt_pad_proportion=0.07176, over 8201.67 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3087, pruned_loss=0.0748, over 2475159.84 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07657, over 21118.99 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:19:36,036 INFO [train.py:927] (4/8) Epoch 17, batch 25250, libri_loss[loss=0.1949, simple_loss=0.2788, pruned_loss=0.05544, over 12343.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006113, over 33.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3049, pruned_loss=0.07298, over 2474288.42 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07289, over 19256.74 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2866, pruned_loss=0.06147, over 2468884.30 frames. utt_duration=1208 frames, utt_pad_proportion=0.07103, over 8182.76 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3076, pruned_loss=0.07456, over 2475010.14 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07337, over 20704.06 utterances.], batch size: 33, lr: 2.31e-04
2022-08-31 22:21:17,597 INFO [train.py:927] (4/8) Epoch 17, batch 25300, giga_loss[loss=0.2737, simple_loss=0.3481, pruned_loss=0.09959, over 12437.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04094, over 146.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.07311, over 2474288.41 frames. utt_duration=511.1 frames, utt_pad_proportion=0.072, over 19422.29 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2868, pruned_loss=0.06141, over 2468817.40 frames. utt_duration=1210 frames, utt_pad_proportion=0.07003, over 8171.14 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07464, over 2475035.26 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07281, over 20790.06 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 22:23:02,520 INFO [train.py:927] (4/8) Epoch 17, batch 25350, giga_loss[loss=0.2767, simple_loss=0.3376, pruned_loss=0.1078, over 12391.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07806, over 213.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3054, pruned_loss=0.07288, over 2473611.97 frames. utt_duration=522.6 frames, utt_pad_proportion=0.07405, over 18985.56 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2867, pruned_loss=0.06147, over 2468475.04 frames. utt_duration=1208 frames, utt_pad_proportion=0.07191, over 8185.66 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07456, over 2474761.48 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07393, over 20546.15 utterances.], batch size: 213, lr: 2.31e-04
2022-08-31 22:24:43,407 INFO [train.py:927] (4/8) Epoch 17, batch 25400, giga_loss[loss=0.2072, simple_loss=0.3115, pruned_loss=0.05141, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03974, over 30.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3071, pruned_loss=0.07158, over 2473727.61 frames. utt_duration=510.4 frames, utt_pad_proportion=0.0776, over 19441.12 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2866, pruned_loss=0.06142, over 2468831.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.07085, over 8167.15 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3098, pruned_loss=0.07317, over 2474401.92 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07774, over 20914.16 utterances.], batch size: 30, lr: 2.31e-04
2022-08-31 22:26:27,501 INFO [train.py:927] (4/8) Epoch 17, batch 25450, libri_loss[loss=0.158, simple_loss=0.2456, pruned_loss=0.03524, over 12183.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008557, over 30.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3092, pruned_loss=0.07296, over 2474016.21 frames. utt_duration=496.4 frames, utt_pad_proportion=0.08046, over 19992.60 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2861, pruned_loss=0.06111, over 2468930.83 frames. utt_duration=1216 frames, utt_pad_proportion=0.06939, over 8128.96 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3125, pruned_loss=0.07487, over 2474657.91 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08099, over 21579.79 utterances.], batch size: 30, lr: 2.31e-04
2022-08-31 22:28:11,126 INFO [train.py:927] (4/8) Epoch 17, batch 25500, giga_loss[loss=0.2818, simple_loss=0.3397, pruned_loss=0.112, over 12331.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2024, over 370.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3111, pruned_loss=0.07464, over 2474069.93 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07753, over 20089.78 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2861, pruned_loss=0.06106, over 2468868.88 frames. utt_duration=1217 frames, utt_pad_proportion=0.06855, over 8121.59 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3145, pruned_loss=0.07657, over 2474809.68 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07847, over 21691.40 utterances.], batch size: 370, lr: 2.31e-04
2022-08-31 22:29:53,259 INFO [train.py:927] (4/8) Epoch 17, batch 25550, giga_loss[loss=0.2001, simple_loss=0.3059, pruned_loss=0.04712, over 12368.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02847, over 70.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3101, pruned_loss=0.07312, over 2474624.69 frames. utt_duration=516.5 frames, utt_pad_proportion=0.07113, over 19218.76 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2861, pruned_loss=0.06098, over 2468900.77 frames. utt_duration=1221 frames, utt_pad_proportion=0.06732, over 8097.06 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3134, pruned_loss=0.07509, over 2475361.61 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07285, over 20840.31 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 22:31:38,654 INFO [train.py:927] (4/8) Epoch 17, batch 25600, giga_loss[loss=0.231, simple_loss=0.3178, pruned_loss=0.07208, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3113, pruned_loss=0.0729, over 2474741.18 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07274, over 20132.04 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.061, over 2468931.26 frames. utt_duration=1222 frames, utt_pad_proportion=0.06705, over 8094.58 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.314, pruned_loss=0.07448, over 2475315.46 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07406, over 21459.71 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:33:22,897 INFO [train.py:927] (4/8) Epoch 17, batch 25650, giga_loss[loss=0.2077, simple_loss=0.2979, pruned_loss=0.05879, over 12340.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03339, over 58.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3116, pruned_loss=0.07328, over 2474695.53 frames. utt_duration=483 frames, utt_pad_proportion=0.07732, over 20557.63 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2864, pruned_loss=0.06119, over 2469186.22 frames. utt_duration=1214 frames, utt_pad_proportion=0.06959, over 8149.09 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.314, pruned_loss=0.07459, over 2475024.93 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07732, over 21789.60 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:35:08,969 INFO [train.py:927] (4/8) Epoch 17, batch 25700, libri_loss[loss=0.2361, simple_loss=0.328, pruned_loss=0.0721, over 12334.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006459, over 33.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3092, pruned_loss=0.07213, over 2474909.30 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07988, over 20251.57 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06109, over 2469107.87 frames. utt_duration=1217 frames, utt_pad_proportion=0.06855, over 8124.25 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3111, pruned_loss=0.07348, over 2475356.39 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08021, over 21493.23 utterances.], batch size: 33, lr: 2.31e-04
2022-08-31 22:36:57,162 INFO [train.py:927] (4/8) Epoch 17, batch 25750, giga_loss[loss=0.2014, simple_loss=0.2914, pruned_loss=0.05566, over 12447.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3082, pruned_loss=0.07262, over 2474698.19 frames. utt_duration=494.7 frames, utt_pad_proportion=0.08088, over 20069.85 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2879, pruned_loss=0.0617, over 2469178.13 frames. utt_duration=1199 frames, utt_pad_proportion=0.07368, over 8244.79 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3097, pruned_loss=0.07363, over 2475241.35 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07956, over 21489.53 utterances.], batch size: 75, lr: 2.31e-04
2022-08-31 22:38:39,391 INFO [train.py:927] (4/8) Epoch 17, batch 25800, giga_loss[loss=0.2257, simple_loss=0.3011, pruned_loss=0.07508, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3077, pruned_loss=0.07324, over 2475196.87 frames. utt_duration=481.5 frames, utt_pad_proportion=0.08054, over 20626.21 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2877, pruned_loss=0.06167, over 2469631.13 frames. utt_duration=1197 frames, utt_pad_proportion=0.07367, over 8263.64 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3095, pruned_loss=0.07432, over 2475353.70 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07957, over 22004.93 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 22:40:19,079 INFO [train.py:927] (4/8) Epoch 17, batch 25850, giga_loss[loss=0.2006, simple_loss=0.2791, pruned_loss=0.06107, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07092, over 2475173.73 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07905, over 20860.05 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2878, pruned_loss=0.06174, over 2469949.42 frames. utt_duration=1199 frames, utt_pad_proportion=0.07224, over 8248.69 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3071, pruned_loss=0.072, over 2475158.81 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07895, over 22339.89 utterances.], batch size: 45, lr: 2.31e-04
2022-08-31 22:42:05,412 INFO [train.py:927] (4/8) Epoch 17, batch 25900, giga_loss[loss=0.2157, simple_loss=0.3009, pruned_loss=0.06529, over 12344.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.304, pruned_loss=0.07033, over 2475151.98 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07563, over 20563.70 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2876, pruned_loss=0.06177, over 2469944.88 frames. utt_duration=1201 frames, utt_pad_proportion=0.07128, over 8238.23 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3062, pruned_loss=0.07145, over 2475328.37 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07613, over 22177.76 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:43:51,733 INFO [train.py:927] (4/8) Epoch 17, batch 25950, giga_loss[loss=0.207, simple_loss=0.3026, pruned_loss=0.05567, over 12365.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02889, over 66.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3018, pruned_loss=0.06958, over 2475127.18 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07219, over 20155.88 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2874, pruned_loss=0.06159, over 2470027.90 frames. utt_duration=1202 frames, utt_pad_proportion=0.07045, over 8229.42 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.304, pruned_loss=0.07078, over 2475290.07 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07313, over 21654.86 utterances.], batch size: 66, lr: 2.31e-04
2022-08-31 22:45:36,895 INFO [train.py:927] (4/8) Epoch 17, batch 26000, giga_loss[loss=0.2353, simple_loss=0.3182, pruned_loss=0.07621, over 12377.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03032, over 97.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.07097, over 2474753.68 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06978, over 20927.66 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2874, pruned_loss=0.06159, over 2470027.90 frames. utt_duration=1202 frames, utt_pad_proportion=0.07045, over 8229.42 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.0719, over 2474880.47 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07063, over 22094.33 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:47:21,205 INFO [train.py:927] (4/8) Epoch 17, batch 26050, giga_loss[loss=0.1949, simple_loss=0.2809, pruned_loss=0.05448, over 12327.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03456, over 51.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3064, pruned_loss=0.07336, over 2474613.43 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07874, over 22340.61 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2876, pruned_loss=0.06177, over 2470271.00 frames. utt_duration=1199 frames, utt_pad_proportion=0.07045, over 8251.07 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3077, pruned_loss=0.07403, over 2474529.24 frames. utt_duration=425 frames, utt_pad_proportion=0.07905, over 23367.41 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:49:06,535 INFO [train.py:927] (4/8) Epoch 17, batch 26100, libri_loss[loss=0.1908, simple_loss=0.2791, pruned_loss=0.05122, over 12448.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006676, over 32.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.07301, over 2474551.50 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0723, over 21246.33 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2878, pruned_loss=0.06183, over 2470333.36 frames. utt_duration=1201 frames, utt_pad_proportion=0.06969, over 8238.35 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3081, pruned_loss=0.07365, over 2474475.07 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07309, over 22253.22 utterances.], batch size: 32, lr: 2.31e-04
2022-08-31 22:50:48,526 INFO [train.py:927] (4/8) Epoch 17, batch 26150, giga_loss[loss=0.2228, simple_loss=0.3089, pruned_loss=0.06831, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04031, over 113.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.309, pruned_loss=0.07467, over 2474405.08 frames. utt_duration=482 frames, utt_pad_proportion=0.07031, over 20598.23 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2879, pruned_loss=0.06194, over 2470037.90 frames. utt_duration=1194 frames, utt_pad_proportion=0.07307, over 8284.82 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3102, pruned_loss=0.07532, over 2474701.62 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06978, over 21638.13 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 22:52:37,625 INFO [train.py:927] (4/8) Epoch 17, batch 26200, libri_loss[loss=0.1809, simple_loss=0.2551, pruned_loss=0.0533, over 12206.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008098, over 29.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.07529, over 2474917.21 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06884, over 20918.90 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2878, pruned_loss=0.06198, over 2470133.51 frames. utt_duration=1195 frames, utt_pad_proportion=0.07197, over 8281.57 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3118, pruned_loss=0.07626, over 2475256.92 frames. utt_duration=447.1 frames, utt_pad_proportion=0.06882, over 22218.18 utterances.], batch size: 29, lr: 2.31e-04
2022-08-31 22:54:31,442 INFO [train.py:927] (4/8) Epoch 17, batch 26250, giga_loss[loss=0.2435, simple_loss=0.3249, pruned_loss=0.08107, over 12415.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07391, over 2474742.92 frames. utt_duration=469 frames, utt_pad_proportion=0.07, over 21173.51 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2876, pruned_loss=0.06189, over 2470052.32 frames. utt_duration=1200 frames, utt_pad_proportion=0.07088, over 8246.03 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3112, pruned_loss=0.07502, over 2475184.89 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07026, over 22517.21 utterances.], batch size: 183, lr: 2.31e-04
2022-08-31 22:56:12,002 INFO [train.py:927] (4/8) Epoch 17, batch 26300, giga_loss[loss=0.241, simple_loss=0.3195, pruned_loss=0.08129, over 12452.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.0434, over 134.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07354, over 2474023.11 frames. utt_duration=478 frames, utt_pad_proportion=0.07098, over 20764.95 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06166, over 2469608.46 frames. utt_duration=1206 frames, utt_pad_proportion=0.06969, over 8201.57 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3107, pruned_loss=0.0752, over 2474975.92 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07147, over 22463.91 utterances.], batch size: 134, lr: 2.31e-04
2022-08-31 22:57:54,766 INFO [train.py:927] (4/8) Epoch 17, batch 26350, giga_loss[loss=0.2509, simple_loss=0.3327, pruned_loss=0.08459, over 12371.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03964, over 145.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3058, pruned_loss=0.07291, over 2474378.06 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07459, over 21455.73 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2866, pruned_loss=0.06122, over 2469811.63 frames. utt_duration=1211 frames, utt_pad_proportion=0.06828, over 8165.18 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3093, pruned_loss=0.07494, over 2475068.13 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07517, over 23192.14 utterances.], batch size: 145, lr: 2.31e-04
2022-08-31 22:59:36,947 INFO [train.py:927] (4/8) Epoch 17, batch 26400, giga_loss[loss=0.2517, simple_loss=0.33, pruned_loss=0.08669, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03508, over 122.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3062, pruned_loss=0.07375, over 2474246.99 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07442, over 21809.46 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2863, pruned_loss=0.06107, over 2469905.50 frames. utt_duration=1214 frames, utt_pad_proportion=0.06758, over 8149.71 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.07568, over 2474773.06 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07516, over 23392.34 utterances.], batch size: 122, lr: 2.31e-04
2022-08-31 23:01:20,184 INFO [train.py:927] (4/8) Epoch 17, batch 26450, giga_loss[loss=0.202, simple_loss=0.2851, pruned_loss=0.05945, over 12410.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04848, over 34.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3075, pruned_loss=0.07535, over 2475067.07 frames. utt_duration=449.6 frames, utt_pad_proportion=0.078, over 22091.95 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2866, pruned_loss=0.0613, over 2470051.66 frames. utt_duration=1201 frames, utt_pad_proportion=0.07183, over 8240.19 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3101, pruned_loss=0.07683, over 2475427.09 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07706, over 23444.26 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 23:03:01,249 INFO [train.py:927] (4/8) Epoch 17, batch 26500, giga_loss[loss=0.2212, simple_loss=0.3014, pruned_loss=0.0705, over 12362.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3088, pruned_loss=0.07616, over 2474661.95 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08147, over 21878.73 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2876, pruned_loss=0.06196, over 2470276.84 frames. utt_duration=1154 frames, utt_pad_proportion=0.08753, over 8572.28 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3104, pruned_loss=0.07706, over 2474860.27 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07544, over 22964.39 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 23:03:15,421 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-08-31 23:05:36,036 INFO [train.py:927] (4/8) Epoch 18, batch 50, giga_loss[loss=0.2112, simple_loss=0.3035, pruned_loss=0.05947, over 12390.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05853, over 182.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.3037, pruned_loss=0.06055, over 548456.22 frames. utt_duration=608.4 frames, utt_pad_proportion=0.04752, over 3614.99 utterances.], libri_tot_loss[loss=0.1812, simple_loss=0.2685, pruned_loss=0.047, over 73344.20 frames. utt_duration=1480 frames, utt_pad_proportion=0.007343, over 198.36 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3083, pruned_loss=0.06231, over 489626.41 frames. utt_duration=566.5 frames, utt_pad_proportion=0.04941, over 3466.51 utterances.], batch size: 182, lr: 2.26e-04
2022-08-31 23:07:20,842 INFO [train.py:927] (4/8) Epoch 18, batch 100, giga_loss[loss=0.1653, simple_loss=0.243, pruned_loss=0.04386, over 12207.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03263, over 39.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2854, pruned_loss=0.05432, over 974555.41 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06286, over 7047.45 utterances.], libri_tot_loss[loss=0.1805, simple_loss=0.2674, pruned_loss=0.0468, over 85276.48 frames. utt_duration=1489 frames, utt_pad_proportion=0.007057, over 229.37 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2867, pruned_loss=0.05485, over 921061.95 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06403, over 6920.46 utterances.], batch size: 39, lr: 2.26e-04
2022-08-31 23:09:02,244 INFO [train.py:927] (4/8) Epoch 18, batch 150, giga_loss[loss=0.1661, simple_loss=0.2438, pruned_loss=0.04417, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03171, over 36.00 utterances.], tot_loss[loss=0.1843, simple_loss=0.2717, pruned_loss=0.04845, over 1306378.21 frames. utt_duration=540 frames, utt_pad_proportion=0.0633, over 9703.53 utterances.], libri_tot_loss[loss=0.1797, simple_loss=0.2682, pruned_loss=0.04563, over 155669.46 frames. utt_duration=1276 frames, utt_pad_proportion=0.08333, over 488.48 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2722, pruned_loss=0.04884, over 1228168.67 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06187, over 9601.85 utterances.], batch size: 36, lr: 2.26e-04
2022-08-31 23:10:41,725 INFO [train.py:927] (4/8) Epoch 18, batch 200, giga_loss[loss=0.1571, simple_loss=0.2449, pruned_loss=0.03466, over 12452.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03455, over 98.00 utterances.], tot_loss[loss=0.1763, simple_loss=0.2624, pruned_loss=0.04506, over 1565424.72 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06165, over 11868.07 utterances.], libri_tot_loss[loss=0.1847, simple_loss=0.2744, pruned_loss=0.04754, over 190402.56 frames. utt_duration=1211 frames, utt_pad_proportion=0.0798, over 629.58 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.2616, pruned_loss=0.04496, over 1489739.56 frames. utt_duration=506.6 frames, utt_pad_proportion=0.0606, over 11797.27 utterances.], batch size: 98, lr: 2.26e-04
2022-08-31 23:12:24,892 INFO [train.py:927] (4/8) Epoch 18, batch 250, giga_loss[loss=0.1469, simple_loss=0.2285, pruned_loss=0.03267, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03612, over 40.00 utterances.], tot_loss[loss=0.1745, simple_loss=0.2603, pruned_loss=0.04438, over 1767188.34 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05558, over 12718.37 utterances.], libri_tot_loss[loss=0.1856, simple_loss=0.2757, pruned_loss=0.04772, over 268891.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.06019, over 853.24 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2589, pruned_loss=0.04412, over 1681145.86 frames. utt_duration=526 frames, utt_pad_proportion=0.05563, over 12821.44 utterances.], batch size: 40, lr: 2.26e-04
2022-08-31 23:14:03,530 INFO [train.py:927] (4/8) Epoch 18, batch 300, giga_loss[loss=0.1502, simple_loss=0.2367, pruned_loss=0.03183, over 12402.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.1707, simple_loss=0.2562, pruned_loss=0.04261, over 1923437.21 frames. utt_duration=554.1 frames, utt_pad_proportion=0.0595, over 13924.17 utterances.], libri_tot_loss[loss=0.1851, simple_loss=0.2756, pruned_loss=0.04728, over 344493.78 frames. utt_duration=1287 frames, utt_pad_proportion=0.05151, over 1071.61 utterances.], giga_tot_loss[loss=0.1693, simple_loss=0.2542, pruned_loss=0.04224, over 1834823.25 frames. utt_duration=518 frames, utt_pad_proportion=0.06014, over 14210.08 utterances.], batch size: 146, lr: 2.26e-04
2022-08-31 23:15:45,521 INFO [train.py:927] (4/8) Epoch 18, batch 350, giga_loss[loss=0.1568, simple_loss=0.2404, pruned_loss=0.0366, over 12411.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03927, over 133.00 utterances.], tot_loss[loss=0.1678, simple_loss=0.253, pruned_loss=0.04132, over 2045530.78 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06241, over 14775.59 utterances.], libri_tot_loss[loss=0.1868, simple_loss=0.2775, pruned_loss=0.04802, over 407407.77 frames. utt_duration=1191 frames, utt_pad_proportion=0.07693, over 1369.58 utterances.], giga_tot_loss[loss=0.1659, simple_loss=0.2504, pruned_loss=0.04068, over 1961509.46 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06077, over 15076.33 utterances.], batch size: 133, lr: 2.26e-04
2022-08-31 23:17:26,756 INFO [train.py:927] (4/8) Epoch 18, batch 400, giga_loss[loss=0.1492, simple_loss=0.2292, pruned_loss=0.03458, over 12344.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05536, over 34.00 utterances.], tot_loss[loss=0.1653, simple_loss=0.25, pruned_loss=0.04034, over 2139934.91 frames. utt_duration=582 frames, utt_pad_proportion=0.0591, over 14745.42 utterances.], libri_tot_loss[loss=0.1861, simple_loss=0.2771, pruned_loss=0.04754, over 478190.36 frames. utt_duration=1218 frames, utt_pad_proportion=0.06743, over 1572.24 utterances.], giga_tot_loss[loss=0.1631, simple_loss=0.247, pruned_loss=0.03964, over 2060724.68 frames. utt_duration=543 frames, utt_pad_proportion=0.05852, over 15221.25 utterances.], batch size: 34, lr: 2.25e-04
2022-08-31 23:19:07,555 INFO [train.py:927] (4/8) Epoch 18, batch 450, giga_loss[loss=0.1714, simple_loss=0.2511, pruned_loss=0.04587, over 12392.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06364, over 183.00 utterances.], tot_loss[loss=0.163, simple_loss=0.2475, pruned_loss=0.03928, over 2214201.38 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06509, over 16023.27 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2804, pruned_loss=0.04906, over 546905.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06159, over 1800.62 utterances.], giga_tot_loss[loss=0.1597, simple_loss=0.2433, pruned_loss=0.03808, over 2141174.40 frames. utt_duration=516.2 frames, utt_pad_proportion=0.065, over 16640.52 utterances.], batch size: 183, lr: 2.25e-04
2022-08-31 23:20:49,365 INFO [train.py:927] (4/8) Epoch 18, batch 500, libri_loss[loss=0.1974, simple_loss=0.2847, pruned_loss=0.05506, over 12386.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006887, over 34.00 utterances.], tot_loss[loss=0.1682, simple_loss=0.2527, pruned_loss=0.04186, over 2271703.58 frames. utt_duration=531.1 frames, utt_pad_proportion=0.071, over 17157.28 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2795, pruned_loss=0.04892, over 584969.18 frames. utt_duration=1238 frames, utt_pad_proportion=0.0579, over 1892.91 utterances.], giga_tot_loss[loss=0.1654, simple_loss=0.2492, pruned_loss=0.04086, over 2209786.54 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07116, over 17835.98 utterances.], batch size: 34, lr: 2.25e-04
2022-08-31 23:22:30,216 INFO [train.py:927] (4/8) Epoch 18, batch 550, giga_loss[loss=0.2225, simple_loss=0.3122, pruned_loss=0.06637, over 12416.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.06766, over 211.00 utterances.], tot_loss[loss=0.1779, simple_loss=0.2637, pruned_loss=0.04604, over 2316621.14 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06441, over 16857.68 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2793, pruned_loss=0.04906, over 640925.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.05537, over 2067.57 utterances.], giga_tot_loss[loss=0.1755, simple_loss=0.2607, pruned_loss=0.04519, over 2262159.81 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06519, over 17651.68 utterances.], batch size: 211, lr: 2.25e-04
2022-08-31 23:24:11,641 INFO [train.py:927] (4/8) Epoch 18, batch 600, giga_loss[loss=0.2016, simple_loss=0.3007, pruned_loss=0.0512, over 12403.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.1827, simple_loss=0.2697, pruned_loss=0.04781, over 2351245.84 frames. utt_duration=538.7 frames, utt_pad_proportion=0.07018, over 17508.00 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2783, pruned_loss=0.04881, over 667785.64 frames. utt_duration=1255 frames, utt_pad_proportion=0.05322, over 2130.25 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2676, pruned_loss=0.04722, over 2306792.41 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07084, over 18280.35 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:25:54,744 INFO [train.py:927] (4/8) Epoch 18, batch 650, giga_loss[loss=0.2229, simple_loss=0.3046, pruned_loss=0.07058, over 12391.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2738, pruned_loss=0.04931, over 2378457.64 frames. utt_duration=515.4 frames, utt_pad_proportion=0.0733, over 18513.29 utterances.], libri_tot_loss[loss=0.1872, simple_loss=0.2777, pruned_loss=0.04838, over 694237.80 frames. utt_duration=1271 frames, utt_pad_proportion=0.05136, over 2187.99 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2723, pruned_loss=0.04899, over 2342336.85 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07395, over 19283.62 utterances.], batch size: 211, lr: 2.25e-04
2022-08-31 23:27:37,086 INFO [train.py:927] (4/8) Epoch 18, batch 700, giga_loss[loss=0.2135, simple_loss=0.2999, pruned_loss=0.06355, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2793, pruned_loss=0.05246, over 2399590.21 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07455, over 19352.82 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2795, pruned_loss=0.04898, over 746820.34 frames. utt_duration=1265 frames, utt_pad_proportion=0.04868, over 2364.86 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2776, pruned_loss=0.05214, over 2368474.65 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07547, over 20241.28 utterances.], batch size: 146, lr: 2.25e-04
2022-08-31 23:29:16,860 INFO [train.py:927] (4/8) Epoch 18, batch 750, libri_loss[loss=0.2455, simple_loss=0.3283, pruned_loss=0.08136, over 12363.00 frames. utt_duration=435.4 frames, utt_pad_proportion=0.3165, over 114.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.283, pruned_loss=0.05362, over 2415886.40 frames. utt_duration=520.8 frames, utt_pad_proportion=0.07225, over 18609.83 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2801, pruned_loss=0.04977, over 822736.91 frames. utt_duration=1240 frames, utt_pad_proportion=0.05723, over 2657.19 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2816, pruned_loss=0.05328, over 2388128.75 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07242, over 19728.55 utterances.], batch size: 114, lr: 2.25e-04
2022-08-31 23:30:56,066 INFO [train.py:927] (4/8) Epoch 18, batch 800, giga_loss[loss=0.1874, simple_loss=0.2836, pruned_loss=0.04559, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2859, pruned_loss=0.05433, over 2428678.24 frames. utt_duration=536.1 frames, utt_pad_proportion=0.07253, over 18171.83 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2806, pruned_loss=0.05011, over 863610.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.05423, over 2780.51 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2847, pruned_loss=0.05404, over 2405365.47 frames. utt_duration=499.7 frames, utt_pad_proportion=0.0732, over 19312.78 utterances.], batch size: 62, lr: 2.25e-04
2022-08-31 23:32:40,648 INFO [train.py:927] (4/8) Epoch 18, batch 850, giga_loss[loss=0.2001, simple_loss=0.2935, pruned_loss=0.05331, over 12438.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03576, over 105.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2867, pruned_loss=0.05341, over 2437244.80 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06873, over 17388.02 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2802, pruned_loss=0.04963, over 895361.11 frames. utt_duration=1249 frames, utt_pad_proportion=0.05236, over 2870.22 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.0534, over 2418189.08 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06989, over 18479.94 utterances.], batch size: 105, lr: 2.25e-04
2022-08-31 23:34:20,884 INFO [train.py:927] (4/8) Epoch 18, batch 900, giga_loss[loss=0.2251, simple_loss=0.2946, pruned_loss=0.07785, over 12348.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1933, over 364.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2876, pruned_loss=0.05333, over 2444776.66 frames. utt_duration=579.4 frames, utt_pad_proportion=0.07044, over 16922.55 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2814, pruned_loss=0.04994, over 934508.78 frames. utt_duration=1239 frames, utt_pad_proportion=0.052, over 3020.02 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2868, pruned_loss=0.05329, over 2428762.86 frames. utt_duration=541.9 frames, utt_pad_proportion=0.0715, over 17977.43 utterances.], batch size: 364, lr: 2.25e-04
2022-08-31 23:36:05,688 INFO [train.py:927] (4/8) Epoch 18, batch 950, giga_loss[loss=0.2127, simple_loss=0.2968, pruned_loss=0.06434, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2905, pruned_loss=0.05584, over 2451700.64 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06705, over 17138.37 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2819, pruned_loss=0.05029, over 942260.23 frames. utt_duration=1238 frames, utt_pad_proportion=0.05157, over 3047.92 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05572, over 2439014.07 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06814, over 18001.19 utterances.], batch size: 48, lr: 2.25e-04
2022-08-31 23:37:47,280 INFO [train.py:927] (4/8) Epoch 18, batch 1000, giga_loss[loss=0.2122, simple_loss=0.3028, pruned_loss=0.06078, over 12403.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05737, over 2456143.43 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06662, over 17432.93 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2808, pruned_loss=0.04979, over 987311.21 frames. utt_duration=1224 frames, utt_pad_proportion=0.06081, over 3229.40 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2909, pruned_loss=0.05763, over 2445720.26 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06625, over 18340.35 utterances.], batch size: 161, lr: 2.25e-04
2022-08-31 23:39:27,533 INFO [train.py:927] (4/8) Epoch 18, batch 1050, giga_loss[loss=0.2053, simple_loss=0.2902, pruned_loss=0.06016, over 12350.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2906, pruned_loss=0.05821, over 2459074.02 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06903, over 17736.88 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.28, pruned_loss=0.04935, over 1016257.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.05867, over 3294.33 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2911, pruned_loss=0.05876, over 2451041.54 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06908, over 18675.63 utterances.], batch size: 91, lr: 2.25e-04
2022-08-31 23:41:11,418 INFO [train.py:927] (4/8) Epoch 18, batch 1100, giga_loss[loss=0.191, simple_loss=0.2698, pruned_loss=0.05612, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03062, over 48.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2894, pruned_loss=0.05732, over 2462574.03 frames. utt_duration=576 frames, utt_pad_proportion=0.06457, over 17146.94 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2804, pruned_loss=0.04934, over 1052336.53 frames. utt_duration=1214 frames, utt_pad_proportion=0.06593, over 3472.36 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05796, over 2455889.36 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06381, over 18051.54 utterances.], batch size: 48, lr: 2.25e-04
2022-08-31 23:42:55,717 INFO [train.py:927] (4/8) Epoch 18, batch 1150, giga_loss[loss=0.1932, simple_loss=0.2772, pruned_loss=0.05457, over 12356.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.02877, over 58.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2856, pruned_loss=0.05599, over 2465723.27 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06575, over 18239.19 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2807, pruned_loss=0.04942, over 1073679.88 frames. utt_duration=1219 frames, utt_pad_proportion=0.06421, over 3528.03 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.286, pruned_loss=0.05656, over 2460202.31 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06543, over 19086.02 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:44:38,036 INFO [train.py:927] (4/8) Epoch 18, batch 1200, giga_loss[loss=0.4454, simple_loss=0.4578, pruned_loss=0.2165, over 12366.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06038, over 182.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2829, pruned_loss=0.05572, over 2467362.36 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06963, over 19175.76 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2798, pruned_loss=0.04899, over 1114592.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.06202, over 3631.03 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2837, pruned_loss=0.05652, over 2463259.86 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06966, over 20182.08 utterances.], batch size: 182, lr: 2.25e-04
2022-08-31 23:46:20,328 INFO [train.py:927] (4/8) Epoch 18, batch 1250, giga_loss[loss=0.1868, simple_loss=0.2771, pruned_loss=0.04822, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2831, pruned_loss=0.05595, over 2468436.24 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0686, over 19187.10 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2807, pruned_loss=0.04941, over 1134677.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.06058, over 3674.36 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2833, pruned_loss=0.05649, over 2465279.66 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06897, over 20161.14 utterances.], batch size: 85, lr: 2.25e-04
2022-08-31 23:48:01,369 INFO [train.py:927] (4/8) Epoch 18, batch 1300, libri_loss[loss=0.275, simple_loss=0.3576, pruned_loss=0.09619, over 12372.00 frames. utt_duration=428.1 frames, utt_pad_proportion=0.3321, over 116.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2804, pruned_loss=0.05493, over 2469678.78 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06747, over 18272.22 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2807, pruned_loss=0.04962, over 1154422.13 frames. utt_duration=1219 frames, utt_pad_proportion=0.06809, over 3793.09 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2806, pruned_loss=0.05532, over 2467341.31 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06637, over 19132.47 utterances.], batch size: 116, lr: 2.25e-04
2022-08-31 23:49:43,252 INFO [train.py:927] (4/8) Epoch 18, batch 1350, giga_loss[loss=0.2111, simple_loss=0.2799, pruned_loss=0.0711, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03706, over 31.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2768, pruned_loss=0.05334, over 2470412.45 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06184, over 17274.87 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.281, pruned_loss=0.04961, over 1167561.92 frames. utt_duration=1217 frames, utt_pad_proportion=0.06723, over 3842.02 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2768, pruned_loss=0.05369, over 2468563.14 frames. utt_duration=549 frames, utt_pad_proportion=0.0613, over 18033.57 utterances.], batch size: 31, lr: 2.25e-04
2022-08-31 23:51:24,078 INFO [train.py:927] (4/8) Epoch 18, batch 1400, giga_loss[loss=0.1637, simple_loss=0.2375, pruned_loss=0.04489, over 12425.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.046, over 34.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2736, pruned_loss=0.05227, over 2470587.05 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06035, over 16838.13 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.281, pruned_loss=0.04947, over 1180534.27 frames. utt_duration=1221 frames, utt_pad_proportion=0.06613, over 3872.53 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2735, pruned_loss=0.05263, over 2469151.86 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06015, over 17519.61 utterances.], batch size: 34, lr: 2.25e-04
2022-08-31 23:53:05,549 INFO [train.py:927] (4/8) Epoch 18, batch 1450, giga_loss[loss=0.184, simple_loss=0.2641, pruned_loss=0.05194, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04469, over 34.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2716, pruned_loss=0.0517, over 2471060.34 frames. utt_duration=606.1 frames, utt_pad_proportion=0.06088, over 16349.23 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2812, pruned_loss=0.04956, over 1224967.70 frames. utt_duration=1204 frames, utt_pad_proportion=0.07298, over 4076.23 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2712, pruned_loss=0.05203, over 2469960.07 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05894, over 17104.34 utterances.], batch size: 34, lr: 2.25e-04
2022-08-31 23:54:43,636 INFO [train.py:927] (4/8) Epoch 18, batch 1500, libri_loss[loss=0.1887, simple_loss=0.2765, pruned_loss=0.05044, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.005187, over 33.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2698, pruned_loss=0.05071, over 2470955.33 frames. utt_duration=616.9 frames, utt_pad_proportion=0.05717, over 16062.01 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2807, pruned_loss=0.04945, over 1267315.99 frames. utt_duration=1214 frames, utt_pad_proportion=0.06978, over 4179.84 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2694, pruned_loss=0.05108, over 2470653.91 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05631, over 16968.83 utterances.], batch size: 33, lr: 2.25e-04
2022-08-31 23:56:28,584 INFO [train.py:927] (4/8) Epoch 18, batch 1550, giga_loss[loss=0.1979, simple_loss=0.2935, pruned_loss=0.05114, over 12359.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03171, over 97.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2718, pruned_loss=0.05179, over 2472161.11 frames. utt_duration=602.6 frames, utt_pad_proportion=0.05886, over 16449.89 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2808, pruned_loss=0.04949, over 1291363.62 frames. utt_duration=1219 frames, utt_pad_proportion=0.06776, over 4242.72 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2713, pruned_loss=0.05209, over 2471816.31 frames. utt_duration=572 frames, utt_pad_proportion=0.05848, over 17329.90 utterances.], batch size: 97, lr: 2.25e-04
2022-08-31 23:58:11,406 INFO [train.py:927] (4/8) Epoch 18, batch 1600, libri_loss[loss=0.1477, simple_loss=0.2412, pruned_loss=0.02713, over 12465.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009251, over 29.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2766, pruned_loss=0.05407, over 2471936.08 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05944, over 16782.68 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2798, pruned_loss=0.04895, over 1342907.12 frames. utt_duration=1234 frames, utt_pad_proportion=0.06553, over 4358.40 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2764, pruned_loss=0.05474, over 2472139.89 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05953, over 17906.05 utterances.], batch size: 29, lr: 2.25e-04
2022-08-31 23:59:55,657 INFO [train.py:927] (4/8) Epoch 18, batch 1650, giga_loss[loss=0.207, simple_loss=0.2959, pruned_loss=0.05906, over 12279.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02683, over 54.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.281, pruned_loss=0.05599, over 2471368.75 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06595, over 17436.67 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2794, pruned_loss=0.04902, over 1376157.79 frames. utt_duration=1245 frames, utt_pad_proportion=0.06293, over 4425.91 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.281, pruned_loss=0.05666, over 2471708.80 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06623, over 18627.95 utterances.], batch size: 54, lr: 2.25e-04
2022-09-01 00:01:40,630 INFO [train.py:927] (4/8) Epoch 18, batch 1700, giga_loss[loss=0.183, simple_loss=0.2856, pruned_loss=0.04016, over 12378.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.02987, over 62.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2863, pruned_loss=0.05781, over 2472095.34 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06734, over 18065.83 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2795, pruned_loss=0.04926, over 1397952.17 frames. utt_duration=1243 frames, utt_pad_proportion=0.06279, over 4504.07 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2864, pruned_loss=0.05838, over 2472316.71 frames. utt_duration=517 frames, utt_pad_proportion=0.06751, over 19182.13 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:03:28,711 INFO [train.py:927] (4/8) Epoch 18, batch 1750, giga_loss[loss=0.196, simple_loss=0.279, pruned_loss=0.05649, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.0376, over 33.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2893, pruned_loss=0.05772, over 2473023.97 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06194, over 17818.33 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2798, pruned_loss=0.04936, over 1435022.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06035, over 4628.68 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2895, pruned_loss=0.05839, over 2473178.50 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06295, over 19019.39 utterances.], batch size: 33, lr: 2.25e-04
2022-09-01 00:05:12,433 INFO [train.py:927] (4/8) Epoch 18, batch 1800, giga_loss[loss=0.1728, simple_loss=0.2603, pruned_loss=0.04266, over 12420.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02716, over 62.00 utterances.], tot_loss[loss=0.199, simple_loss=0.287, pruned_loss=0.05549, over 2473279.70 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05774, over 17326.58 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2797, pruned_loss=0.04939, over 1460531.81 frames. utt_duration=1246 frames, utt_pad_proportion=0.0585, over 4694.42 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2874, pruned_loss=0.05617, over 2473579.40 frames. utt_duration=536 frames, utt_pad_proportion=0.05923, over 18510.57 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:06:55,972 INFO [train.py:927] (4/8) Epoch 18, batch 1850, giga_loss[loss=0.2219, simple_loss=0.3083, pruned_loss=0.06778, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2881, pruned_loss=0.05554, over 2473382.66 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05784, over 17416.39 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2803, pruned_loss=0.04937, over 1500252.83 frames. utt_duration=1249 frames, utt_pad_proportion=0.05686, over 4809.68 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2882, pruned_loss=0.0563, over 2473686.87 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05936, over 18715.90 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 00:08:41,055 INFO [train.py:927] (4/8) Epoch 18, batch 1900, giga_loss[loss=0.2466, simple_loss=0.3295, pruned_loss=0.08179, over 12384.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02721, over 91.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2898, pruned_loss=0.05663, over 2472667.87 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05893, over 17663.71 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2801, pruned_loss=0.04914, over 1519366.19 frames. utt_duration=1251 frames, utt_pad_proportion=0.05567, over 4865.07 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2902, pruned_loss=0.05749, over 2473085.63 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06032, over 18872.90 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 00:10:23,918 INFO [train.py:927] (4/8) Epoch 18, batch 1950, libri_loss[loss=0.1904, simple_loss=0.2769, pruned_loss=0.052, over 12175.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006419, over 33.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.05779, over 2472550.89 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05814, over 17454.96 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2799, pruned_loss=0.04899, over 1551867.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.0548, over 4963.13 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2925, pruned_loss=0.05885, over 2473239.26 frames. utt_duration=529 frames, utt_pad_proportion=0.05961, over 18752.72 utterances.], batch size: 33, lr: 2.25e-04
2022-09-01 00:12:05,498 INFO [train.py:927] (4/8) Epoch 18, batch 2000, giga_loss[loss=0.2151, simple_loss=0.3004, pruned_loss=0.06489, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04182, over 146.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2917, pruned_loss=0.05857, over 2472991.53 frames. utt_duration=570.3 frames, utt_pad_proportion=0.059, over 17390.40 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2797, pruned_loss=0.04897, over 1596544.71 frames. utt_duration=1261 frames, utt_pad_proportion=0.05236, over 5070.66 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.293, pruned_loss=0.05988, over 2473879.59 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06076, over 18914.95 utterances.], batch size: 146, lr: 2.25e-04
2022-09-01 00:13:49,069 INFO [train.py:927] (4/8) Epoch 18, batch 2050, giga_loss[loss=0.2609, simple_loss=0.3259, pruned_loss=0.09791, over 12369.00 frames. utt_duration=194 frames, utt_pad_proportion=0.102, over 257.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2933, pruned_loss=0.05896, over 2472483.22 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0574, over 17039.22 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2794, pruned_loss=0.04878, over 1613542.10 frames. utt_duration=1261 frames, utt_pad_proportion=0.05267, over 5125.79 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2948, pruned_loss=0.0603, over 2473566.91 frames. utt_duration=538.6 frames, utt_pad_proportion=0.0589, over 18422.72 utterances.], batch size: 257, lr: 2.25e-04
2022-09-01 00:15:30,249 INFO [train.py:927] (4/8) Epoch 18, batch 2100, giga_loss[loss=0.1921, simple_loss=0.2847, pruned_loss=0.04975, over 12374.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03081, over 97.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2933, pruned_loss=0.05913, over 2472018.01 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05761, over 16912.82 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2786, pruned_loss=0.04858, over 1659127.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.0498, over 5203.87 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2956, pruned_loss=0.06084, over 2473326.87 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05961, over 18556.04 utterances.], batch size: 97, lr: 2.25e-04
2022-09-01 00:17:13,590 INFO [train.py:927] (4/8) Epoch 18, batch 2150, giga_loss[loss=0.2044, simple_loss=0.2872, pruned_loss=0.06082, over 12362.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06106, over 182.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2924, pruned_loss=0.05896, over 2472528.91 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06036, over 16850.55 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2789, pruned_loss=0.04872, over 1679501.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.04855, over 5263.13 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2944, pruned_loss=0.06048, over 2473350.85 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06216, over 18365.77 utterances.], batch size: 182, lr: 2.25e-04
2022-09-01 00:18:57,717 INFO [train.py:927] (4/8) Epoch 18, batch 2200, giga_loss[loss=0.2228, simple_loss=0.3099, pruned_loss=0.06786, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03184, over 42.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2933, pruned_loss=0.05998, over 2472801.80 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05889, over 16605.16 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2792, pruned_loss=0.0488, over 1695123.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.04753, over 5293.58 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.295, pruned_loss=0.06132, over 2473558.60 frames. utt_duration=551.7 frames, utt_pad_proportion=0.0608, over 17982.31 utterances.], batch size: 42, lr: 2.25e-04
2022-09-01 00:20:39,539 INFO [train.py:927] (4/8) Epoch 18, batch 2250, giga_loss[loss=0.207, simple_loss=0.3007, pruned_loss=0.05667, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0265, over 42.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2936, pruned_loss=0.06017, over 2472220.17 frames. utt_duration=593.5 frames, utt_pad_proportion=0.0616, over 16704.46 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2793, pruned_loss=0.04889, over 1710243.34 frames. utt_duration=1287 frames, utt_pad_proportion=0.0465, over 5321.51 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2951, pruned_loss=0.06136, over 2473081.52 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06325, over 17961.58 utterances.], batch size: 42, lr: 2.25e-04
2022-09-01 00:22:24,827 INFO [train.py:927] (4/8) Epoch 18, batch 2300, giga_loss[loss=0.1906, simple_loss=0.2708, pruned_loss=0.05524, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03947, over 40.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2942, pruned_loss=0.06077, over 2471867.84 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05866, over 16161.43 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2788, pruned_loss=0.04876, over 1732605.88 frames. utt_duration=1294 frames, utt_pad_proportion=0.04523, over 5361.35 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2961, pruned_loss=0.06212, over 2472740.37 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06071, over 17432.36 utterances.], batch size: 40, lr: 2.25e-04
2022-09-01 00:24:07,809 INFO [train.py:927] (4/8) Epoch 18, batch 2350, giga_loss[loss=0.1874, simple_loss=0.2718, pruned_loss=0.05147, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04635, over 31.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.292, pruned_loss=0.05989, over 2471870.75 frames. utt_duration=636.6 frames, utt_pad_proportion=0.05816, over 15567.79 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2784, pruned_loss=0.04861, over 1750701.21 frames. utt_duration=1300 frames, utt_pad_proportion=0.04424, over 5391.14 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2941, pruned_loss=0.06132, over 2472745.98 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06029, over 16787.16 utterances.], batch size: 31, lr: 2.25e-04
2022-09-01 00:25:49,018 INFO [train.py:927] (4/8) Epoch 18, batch 2400, giga_loss[loss=0.1774, simple_loss=0.2679, pruned_loss=0.04343, over 12392.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03013, over 62.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2891, pruned_loss=0.05854, over 2471334.17 frames. utt_duration=623.2 frames, utt_pad_proportion=0.06103, over 15901.53 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.278, pruned_loss=0.04832, over 1761320.52 frames. utt_duration=1301 frames, utt_pad_proportion=0.04427, over 5420.25 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2911, pruned_loss=0.05998, over 2472135.98 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06259, over 16968.43 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:27:32,109 INFO [train.py:927] (4/8) Epoch 18, batch 2450, giga_loss[loss=0.1841, simple_loss=0.2655, pruned_loss=0.05139, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03049, over 39.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2875, pruned_loss=0.05777, over 2471416.27 frames. utt_duration=628.3 frames, utt_pad_proportion=0.06079, over 15772.43 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2788, pruned_loss=0.04861, over 1772035.91 frames. utt_duration=1283 frames, utt_pad_proportion=0.04877, over 5529.05 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2887, pruned_loss=0.05886, over 2471946.31 frames. utt_duration=594.9 frames, utt_pad_proportion=0.06102, over 16661.80 utterances.], batch size: 39, lr: 2.25e-04
2022-09-01 00:29:13,571 INFO [train.py:927] (4/8) Epoch 18, batch 2500, giga_loss[loss=0.1626, simple_loss=0.25, pruned_loss=0.03763, over 12284.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02631, over 54.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2852, pruned_loss=0.05677, over 2472266.72 frames. utt_duration=628.9 frames, utt_pad_proportion=0.05785, over 15762.22 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2801, pruned_loss=0.0489, over 1779079.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.04946, over 5579.69 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2855, pruned_loss=0.05752, over 2472627.53 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05803, over 16505.07 utterances.], batch size: 54, lr: 2.25e-04
2022-09-01 00:30:56,238 INFO [train.py:927] (4/8) Epoch 18, batch 2550, giga_loss[loss=0.1894, simple_loss=0.2781, pruned_loss=0.05038, over 12423.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03128, over 80.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2833, pruned_loss=0.05598, over 2472528.23 frames. utt_duration=614.9 frames, utt_pad_proportion=0.05929, over 16122.32 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2811, pruned_loss=0.04911, over 1795997.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.04821, over 5615.95 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.283, pruned_loss=0.05661, over 2472987.98 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05982, over 16912.88 utterances.], batch size: 80, lr: 2.25e-04
2022-09-01 00:32:39,076 INFO [train.py:927] (4/8) Epoch 18, batch 2600, giga_loss[loss=0.1932, simple_loss=0.2853, pruned_loss=0.05059, over 12397.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0333, over 80.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2834, pruned_loss=0.05549, over 2472629.57 frames. utt_duration=592 frames, utt_pad_proportion=0.05879, over 16750.34 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.281, pruned_loss=0.04895, over 1809444.40 frames. utt_duration=1278 frames, utt_pad_proportion=0.04823, over 5672.08 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2832, pruned_loss=0.05621, over 2472974.21 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05932, over 17511.38 utterances.], batch size: 80, lr: 2.25e-04
2022-09-01 00:34:21,922 INFO [train.py:927] (4/8) Epoch 18, batch 2650, libri_loss[loss=0.2034, simple_loss=0.2909, pruned_loss=0.05792, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005363, over 35.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2841, pruned_loss=0.05532, over 2473365.36 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06151, over 17447.26 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2812, pruned_loss=0.04911, over 1826003.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.047, over 5704.94 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2839, pruned_loss=0.05592, over 2473501.94 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06228, over 18293.78 utterances.], batch size: 35, lr: 2.25e-04
2022-09-01 00:36:01,466 INFO [train.py:927] (4/8) Epoch 18, batch 2700, giga_loss[loss=0.1772, simple_loss=0.262, pruned_loss=0.04618, over 12338.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04404, over 26.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2822, pruned_loss=0.0535, over 2474380.57 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05938, over 17301.10 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2806, pruned_loss=0.04895, over 1860915.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.05027, over 5845.96 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2826, pruned_loss=0.05437, over 2474357.00 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05956, over 18443.75 utterances.], batch size: 26, lr: 2.25e-04
2022-09-01 00:37:42,640 INFO [train.py:927] (4/8) Epoch 18, batch 2750, libri_loss[loss=0.211, simple_loss=0.3032, pruned_loss=0.05941, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006028, over 33.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2817, pruned_loss=0.05302, over 2474692.77 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05846, over 17159.05 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2803, pruned_loss=0.04885, over 1881730.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.04863, over 5870.13 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2822, pruned_loss=0.05392, over 2474997.65 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05927, over 18435.30 utterances.], batch size: 33, lr: 2.25e-04
2022-09-01 00:39:23,212 INFO [train.py:927] (4/8) Epoch 18, batch 2800, giga_loss[loss=0.2231, simple_loss=0.3018, pruned_loss=0.07217, over 12445.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03728, over 43.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2827, pruned_loss=0.05349, over 2474112.37 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06112, over 17331.94 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2802, pruned_loss=0.0489, over 1893347.70 frames. utt_duration=1287 frames, utt_pad_proportion=0.04769, over 5893.60 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2832, pruned_loss=0.05425, over 2474461.45 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06196, over 18536.74 utterances.], batch size: 43, lr: 2.25e-04
2022-09-01 00:41:05,012 INFO [train.py:927] (4/8) Epoch 18, batch 2850, giga_loss[loss=0.2169, simple_loss=0.3044, pruned_loss=0.06471, over 12388.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03392, over 80.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2839, pruned_loss=0.05367, over 2473286.98 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06021, over 16883.52 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2798, pruned_loss=0.04891, over 1905018.61 frames. utt_duration=1291 frames, utt_pad_proportion=0.0468, over 5909.64 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2846, pruned_loss=0.05435, over 2473411.81 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06128, over 18020.06 utterances.], batch size: 80, lr: 2.25e-04
2022-09-01 00:42:43,301 INFO [train.py:927] (4/8) Epoch 18, batch 2900, giga_loss[loss=0.2311, simple_loss=0.3027, pruned_loss=0.07978, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03814, over 40.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2861, pruned_loss=0.0544, over 2473975.06 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05538, over 16652.02 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2798, pruned_loss=0.04894, over 1916041.14 frames. utt_duration=1292 frames, utt_pad_proportion=0.04651, over 5940.35 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2867, pruned_loss=0.05501, over 2474293.84 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05669, over 17717.27 utterances.], batch size: 40, lr: 2.25e-04
2022-09-01 00:44:26,052 INFO [train.py:927] (4/8) Epoch 18, batch 2950, giga_loss[loss=0.1896, simple_loss=0.2689, pruned_loss=0.05511, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02969, over 45.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2864, pruned_loss=0.05441, over 2474252.47 frames. utt_duration=620 frames, utt_pad_proportion=0.05174, over 16002.83 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2802, pruned_loss=0.04906, over 1929870.62 frames. utt_duration=1291 frames, utt_pad_proportion=0.04582, over 5985.40 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2868, pruned_loss=0.05493, over 2474483.21 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05331, over 17041.20 utterances.], batch size: 45, lr: 2.25e-04
2022-09-01 00:46:07,944 INFO [train.py:927] (4/8) Epoch 18, batch 3000, giga_loss[loss=0.1818, simple_loss=0.2742, pruned_loss=0.04475, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2845, pruned_loss=0.05401, over 2473369.94 frames. utt_duration=614 frames, utt_pad_proportion=0.0489, over 16153.40 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2801, pruned_loss=0.04905, over 1935166.00 frames. utt_duration=1287 frames, utt_pad_proportion=0.04657, over 6021.54 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.285, pruned_loss=0.05447, over 2473662.13 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05003, over 17028.73 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 00:46:07,945 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 00:46:24,664 INFO [train.py:967] (4/8) 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 00:48:01,707 INFO [train.py:927] (4/8) Epoch 18, batch 3050, giga_loss[loss=0.1883, simple_loss=0.2888, pruned_loss=0.04391, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05264, over 161.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2836, pruned_loss=0.05364, over 2472164.92 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05172, over 16438.23 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2797, pruned_loss=0.04894, over 1950438.68 frames. utt_duration=1294 frames, utt_pad_proportion=0.0453, over 6035.74 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2843, pruned_loss=0.05421, over 2472971.72 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05289, over 17394.77 utterances.], batch size: 161, lr: 2.25e-04
2022-09-01 00:49:40,870 INFO [train.py:927] (4/8) Epoch 18, batch 3100, giga_loss[loss=0.2043, simple_loss=0.2953, pruned_loss=0.05667, over 12440.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.036, over 123.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2852, pruned_loss=0.05364, over 2472804.61 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05109, over 17113.43 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2797, pruned_loss=0.04885, over 1963136.73 frames. utt_duration=1297 frames, utt_pad_proportion=0.04447, over 6060.48 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2859, pruned_loss=0.05426, over 2473621.52 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05231, over 18083.16 utterances.], batch size: 123, lr: 2.25e-04
2022-09-01 00:51:18,848 INFO [train.py:927] (4/8) Epoch 18, batch 3150, giga_loss[loss=0.215, simple_loss=0.3122, pruned_loss=0.05891, over 12309.00 frames. utt_duration=795.7 frames, utt_pad_proportion=0.03663, over 62.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2845, pruned_loss=0.05461, over 2472361.87 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05629, over 17666.14 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2793, pruned_loss=0.04868, over 1973103.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04389, over 6059.24 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2854, pruned_loss=0.05531, over 2473139.80 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05722, over 18633.52 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:52:59,779 INFO [train.py:927] (4/8) Epoch 18, batch 3200, giga_loss[loss=0.167, simple_loss=0.2506, pruned_loss=0.0417, over 12411.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04133, over 31.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2831, pruned_loss=0.05516, over 2472278.90 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05849, over 17705.02 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2799, pruned_loss=0.04907, over 1980553.21 frames. utt_duration=1288 frames, utt_pad_proportion=0.04973, over 6158.25 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2834, pruned_loss=0.05552, over 2472894.04 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05749, over 18531.46 utterances.], batch size: 31, lr: 2.25e-04
2022-09-01 00:54:37,783 INFO [train.py:927] (4/8) Epoch 18, batch 3250, giga_loss[loss=0.1719, simple_loss=0.2571, pruned_loss=0.0433, over 12433.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.0329, over 75.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2807, pruned_loss=0.05427, over 2472639.57 frames. utt_duration=563.6 frames, utt_pad_proportion=0.05803, over 17596.12 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2798, pruned_loss=0.04923, over 1992568.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04866, over 6164.23 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.281, pruned_loss=0.05457, over 2473286.65 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05768, over 18518.00 utterances.], batch size: 75, lr: 2.25e-04
2022-09-01 00:56:14,952 INFO [train.py:927] (4/8) Epoch 18, batch 3300, giga_loss[loss=0.1825, simple_loss=0.2773, pruned_loss=0.04387, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2771, pruned_loss=0.05288, over 2473283.79 frames. utt_duration=577 frames, utt_pad_proportion=0.05452, over 17189.65 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2796, pruned_loss=0.04914, over 2002109.06 frames. utt_duration=1299 frames, utt_pad_proportion=0.04777, over 6171.91 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2776, pruned_loss=0.05325, over 2473805.18 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05471, over 18112.00 utterances.], batch size: 105, lr: 2.25e-04
2022-09-01 00:57:54,147 INFO [train.py:927] (4/8) Epoch 18, batch 3350, giga_loss[loss=0.1813, simple_loss=0.2636, pruned_loss=0.04946, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.041, over 33.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2778, pruned_loss=0.05319, over 2473137.54 frames. utt_duration=571 frames, utt_pad_proportion=0.05633, over 17369.70 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2793, pruned_loss=0.04912, over 2013785.85 frames. utt_duration=1303 frames, utt_pad_proportion=0.04732, over 6190.16 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2783, pruned_loss=0.0536, over 2473542.36 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05662, over 18353.89 utterances.], batch size: 33, lr: 2.25e-04
2022-09-01 00:59:35,846 INFO [train.py:927] (4/8) Epoch 18, batch 3400, giga_loss[loss=0.1733, simple_loss=0.2625, pruned_loss=0.0421, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03935, over 28.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2797, pruned_loss=0.05356, over 2472779.77 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05428, over 16965.00 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2796, pruned_loss=0.04914, over 2020400.66 frames. utt_duration=1295 frames, utt_pad_proportion=0.04809, over 6246.94 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2799, pruned_loss=0.05393, over 2473321.72 frames. utt_duration=556 frames, utt_pad_proportion=0.05441, over 17841.65 utterances.], batch size: 28, lr: 2.25e-04
2022-09-01 01:01:15,503 INFO [train.py:927] (4/8) Epoch 18, batch 3450, giga_loss[loss=0.1966, simple_loss=0.2897, pruned_loss=0.05179, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.195, simple_loss=0.282, pruned_loss=0.05404, over 2473929.58 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0551, over 17464.47 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2795, pruned_loss=0.04899, over 2033751.00 frames. utt_duration=1298 frames, utt_pad_proportion=0.04691, over 6273.10 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2823, pruned_loss=0.05458, over 2474430.51 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05562, over 18445.00 utterances.], batch size: 97, lr: 2.25e-04
2022-09-01 01:02:59,684 INFO [train.py:927] (4/8) Epoch 18, batch 3500, giga_loss[loss=0.2252, simple_loss=0.3076, pruned_loss=0.07135, over 12466.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03467, over 86.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2854, pruned_loss=0.05597, over 2473918.68 frames. utt_duration=583.8 frames, utt_pad_proportion=0.05426, over 16995.35 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2799, pruned_loss=0.04908, over 2053100.93 frames. utt_duration=1291 frames, utt_pad_proportion=0.04661, over 6369.15 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2854, pruned_loss=0.05655, over 2474397.83 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05498, over 18139.27 utterances.], batch size: 86, lr: 2.25e-04
2022-09-01 01:04:48,162 INFO [train.py:927] (4/8) Epoch 18, batch 3550, giga_loss[loss=0.2499, simple_loss=0.3314, pruned_loss=0.08418, over 12388.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2929, pruned_loss=0.06079, over 2473781.16 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06487, over 18666.66 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.28, pruned_loss=0.04911, over 2058963.55 frames. utt_duration=1294 frames, utt_pad_proportion=0.04601, over 6369.61 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.293, pruned_loss=0.06138, over 2474548.59 frames. utt_duration=503 frames, utt_pad_proportion=0.06515, over 19738.25 utterances.], batch size: 133, lr: 2.25e-04
2022-09-01 01:06:33,037 INFO [train.py:927] (4/8) Epoch 18, batch 3600, libri_loss[loss=0.2024, simple_loss=0.304, pruned_loss=0.05043, over 12455.00 frames. utt_duration=767.8 frames, utt_pad_proportion=0.1265, over 65.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2997, pruned_loss=0.06627, over 2473814.47 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07637, over 20020.71 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2803, pruned_loss=0.04906, over 2067043.03 frames. utt_duration=1288 frames, utt_pad_proportion=0.04655, over 6425.99 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2998, pruned_loss=0.06703, over 2474544.69 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07612, over 21053.85 utterances.], batch size: 65, lr: 2.25e-04
2022-09-01 01:08:14,794 INFO [train.py:927] (4/8) Epoch 18, batch 3650, giga_loss[loss=0.2318, simple_loss=0.3067, pruned_loss=0.07847, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02995, over 39.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3037, pruned_loss=0.06887, over 2473584.79 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07654, over 20235.72 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2808, pruned_loss=0.04928, over 2084567.92 frames. utt_duration=1275 frames, utt_pad_proportion=0.04995, over 6548.88 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3044, pruned_loss=0.07008, over 2474594.48 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07588, over 21525.96 utterances.], batch size: 39, lr: 2.25e-04
2022-09-01 01:09:55,696 INFO [train.py:927] (4/8) Epoch 18, batch 3700, giga_loss[loss=0.2415, simple_loss=0.3227, pruned_loss=0.08016, over 12405.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02589, over 70.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3067, pruned_loss=0.07134, over 2473132.46 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07757, over 20315.57 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04924, over 2097485.85 frames. utt_duration=1276 frames, utt_pad_proportion=0.04948, over 6584.45 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3079, pruned_loss=0.07296, over 2474362.85 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07738, over 21736.57 utterances.], batch size: 70, lr: 2.25e-04
2022-09-01 01:11:42,446 INFO [train.py:927] (4/8) Epoch 18, batch 3750, libri_loss[loss=0.2322, simple_loss=0.3295, pruned_loss=0.06748, over 12406.00 frames. utt_duration=433 frames, utt_pad_proportion=0.3182, over 115.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3111, pruned_loss=0.07491, over 2473257.16 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07894, over 20409.47 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2813, pruned_loss=0.04944, over 2110620.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.05739, over 6746.65 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3126, pruned_loss=0.07686, over 2474082.22 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0769, over 21849.98 utterances.], batch size: 115, lr: 2.25e-04
2022-09-01 01:13:26,866 INFO [train.py:927] (4/8) Epoch 18, batch 3800, giga_loss[loss=0.2536, simple_loss=0.3409, pruned_loss=0.0832, over 12393.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05699, over 162.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3138, pruned_loss=0.07726, over 2473738.40 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08118, over 21155.03 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2819, pruned_loss=0.04958, over 2124973.96 frames. utt_duration=1254 frames, utt_pad_proportion=0.05573, over 6785.91 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3156, pruned_loss=0.07966, over 2474314.66 frames. utt_duration=436 frames, utt_pad_proportion=0.08015, over 22773.40 utterances.], batch size: 162, lr: 2.25e-04
2022-09-01 01:15:10,375 INFO [train.py:927] (4/8) Epoch 18, batch 3850, giga_loss[loss=0.2452, simple_loss=0.3258, pruned_loss=0.08227, over 12473.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04055, over 34.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3152, pruned_loss=0.07862, over 2474016.64 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08066, over 21136.28 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2819, pruned_loss=0.04963, over 2126674.09 frames. utt_duration=1255 frames, utt_pad_proportion=0.05547, over 6787.98 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3168, pruned_loss=0.08059, over 2474511.65 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08, over 22470.68 utterances.], batch size: 34, lr: 2.25e-04
2022-09-01 01:16:52,004 INFO [train.py:927] (4/8) Epoch 18, batch 3900, giga_loss[loss=0.2374, simple_loss=0.3163, pruned_loss=0.07923, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03337, over 97.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3166, pruned_loss=0.0791, over 2474520.76 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07956, over 21186.14 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2822, pruned_loss=0.04977, over 2137486.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.05401, over 6812.14 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3186, pruned_loss=0.08136, over 2474452.84 frames. utt_duration=439 frames, utt_pad_proportion=0.07974, over 22620.06 utterances.], batch size: 97, lr: 2.25e-04
2022-09-01 01:18:37,759 INFO [train.py:927] (4/8) Epoch 18, batch 3950, giga_loss[loss=0.2192, simple_loss=0.3073, pruned_loss=0.06551, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04191, over 133.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3156, pruned_loss=0.07775, over 2474789.64 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08058, over 21437.36 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2822, pruned_loss=0.04976, over 2144154.40 frames. utt_duration=1260 frames, utt_pad_proportion=0.05306, over 6813.86 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3178, pruned_loss=0.08008, over 2474765.20 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08108, over 22836.59 utterances.], batch size: 133, lr: 2.25e-04
2022-09-01 01:20:24,206 INFO [train.py:927] (4/8) Epoch 18, batch 4000, giga_loss[loss=0.2212, simple_loss=0.2969, pruned_loss=0.0727, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03081, over 45.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3137, pruned_loss=0.07557, over 2475023.46 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07887, over 21693.40 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2824, pruned_loss=0.04985, over 2147471.90 frames. utt_duration=1261 frames, utt_pad_proportion=0.05258, over 6818.71 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3156, pruned_loss=0.07756, over 2474988.20 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07953, over 22910.46 utterances.], batch size: 45, lr: 2.25e-04
2022-09-01 01:22:06,093 INFO [train.py:927] (4/8) Epoch 18, batch 4050, giga_loss[loss=0.2286, simple_loss=0.3078, pruned_loss=0.07469, over 12447.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03739, over 123.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3105, pruned_loss=0.07367, over 2474786.24 frames. utt_duration=458.7 frames, utt_pad_proportion=0.08209, over 21651.22 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2829, pruned_loss=0.05017, over 2161154.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.05182, over 6862.86 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3128, pruned_loss=0.07603, over 2475461.04 frames. utt_duration=428 frames, utt_pad_proportion=0.08307, over 23214.74 utterances.], batch size: 123, lr: 2.25e-04
2022-09-01 01:23:49,903 INFO [train.py:927] (4/8) Epoch 18, batch 4100, giga_loss[loss=0.2052, simple_loss=0.2937, pruned_loss=0.05837, over 12390.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03701, over 113.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3106, pruned_loss=0.07339, over 2474561.44 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07749, over 21297.31 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2831, pruned_loss=0.05042, over 2168774.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05075, over 6874.15 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3129, pruned_loss=0.07561, over 2475225.05 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07906, over 22867.29 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 01:25:38,083 INFO [train.py:927] (4/8) Epoch 18, batch 4150, giga_loss[loss=0.2055, simple_loss=0.3035, pruned_loss=0.05375, over 12420.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03385, over 75.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3099, pruned_loss=0.07182, over 2474294.47 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07519, over 20688.25 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.05017, over 2176117.33 frames. utt_duration=1270 frames, utt_pad_proportion=0.04977, over 6861.41 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3126, pruned_loss=0.07425, over 2475014.91 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07707, over 22250.81 utterances.], batch size: 75, lr: 2.25e-04
2022-09-01 01:27:22,859 INFO [train.py:927] (4/8) Epoch 18, batch 4200, giga_loss[loss=0.2486, simple_loss=0.3272, pruned_loss=0.08501, over 12369.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06531, over 183.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3105, pruned_loss=0.07114, over 2474215.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07566, over 20870.98 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05018, over 2186192.26 frames. utt_duration=1274 frames, utt_pad_proportion=0.04848, over 6870.44 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3134, pruned_loss=0.07373, over 2474948.34 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07776, over 22548.93 utterances.], batch size: 183, lr: 2.25e-04
2022-09-01 01:29:04,693 INFO [train.py:927] (4/8) Epoch 18, batch 4250, giga_loss[loss=0.2303, simple_loss=0.3061, pruned_loss=0.07725, over 12325.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03391, over 85.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3089, pruned_loss=0.07068, over 2473900.54 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07299, over 20432.30 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2827, pruned_loss=0.05007, over 2195895.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.049, over 6922.60 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3122, pruned_loss=0.07349, over 2474663.41 frames. utt_duration=448 frames, utt_pad_proportion=0.07506, over 22164.56 utterances.], batch size: 85, lr: 2.25e-04
2022-09-01 01:30:48,784 INFO [train.py:927] (4/8) Epoch 18, batch 4300, giga_loss[loss=0.2214, simple_loss=0.2999, pruned_loss=0.07143, over 12404.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06336, over 183.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3069, pruned_loss=0.07037, over 2474188.80 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07447, over 20428.24 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05022, over 2206609.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05218, over 7001.55 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3103, pruned_loss=0.07323, over 2475031.34 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07533, over 22230.06 utterances.], batch size: 183, lr: 2.25e-04
2022-09-01 01:32:35,538 INFO [train.py:927] (4/8) Epoch 18, batch 4350, giga_loss[loss=0.2369, simple_loss=0.3173, pruned_loss=0.07826, over 12446.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.0317, over 55.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3069, pruned_loss=0.06938, over 2474628.97 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07084, over 19409.71 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2833, pruned_loss=0.05057, over 2213131.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05206, over 7028.50 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3097, pruned_loss=0.07182, over 2475416.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.072, over 21115.23 utterances.], batch size: 55, lr: 2.25e-04
2022-09-01 01:34:19,184 INFO [train.py:927] (4/8) Epoch 18, batch 4400, libri_loss[loss=0.1942, simple_loss=0.2963, pruned_loss=0.04599, over 12339.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.06343, over 51.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3062, pruned_loss=0.06854, over 2475158.52 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07136, over 19691.38 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2834, pruned_loss=0.0505, over 2217102.48 frames. utt_duration=1260 frames, utt_pad_proportion=0.05169, over 7047.06 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3087, pruned_loss=0.07076, over 2475734.48 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07245, over 21187.47 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 01:36:06,963 INFO [train.py:927] (4/8) Epoch 18, batch 4450, giga_loss[loss=0.2333, simple_loss=0.3146, pruned_loss=0.07604, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03459, over 86.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3035, pruned_loss=0.06775, over 2474471.84 frames. utt_duration=508 frames, utt_pad_proportion=0.07246, over 19541.10 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2829, pruned_loss=0.05039, over 2224399.51 frames. utt_duration=1268 frames, utt_pad_proportion=0.05064, over 7023.99 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3064, pruned_loss=0.07011, over 2475235.28 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07381, over 21110.39 utterances.], batch size: 86, lr: 2.24e-04
2022-09-01 01:37:53,751 INFO [train.py:927] (4/8) Epoch 18, batch 4500, libri_loss[loss=0.2455, simple_loss=0.3337, pruned_loss=0.07872, over 12327.00 frames. utt_duration=426.5 frames, utt_pad_proportion=0.3347, over 116.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3027, pruned_loss=0.06853, over 2473375.29 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07857, over 19999.96 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2834, pruned_loss=0.05061, over 2229374.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.05466, over 7114.45 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.305, pruned_loss=0.07054, over 2473963.52 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07818, over 21396.63 utterances.], batch size: 116, lr: 2.24e-04
2022-09-01 01:39:40,460 INFO [train.py:927] (4/8) Epoch 18, batch 4550, giga_loss[loss=0.2015, simple_loss=0.2821, pruned_loss=0.06049, over 12377.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.02959, over 51.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3024, pruned_loss=0.06904, over 2473751.73 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07513, over 20145.03 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2835, pruned_loss=0.05062, over 2231819.89 frames. utt_duration=1257 frames, utt_pad_proportion=0.0542, over 7110.31 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3043, pruned_loss=0.07077, over 2474207.80 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07522, over 21367.30 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 01:41:27,954 INFO [train.py:927] (4/8) Epoch 18, batch 4600, giga_loss[loss=0.2225, simple_loss=0.3165, pruned_loss=0.06425, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02879, over 91.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3031, pruned_loss=0.06883, over 2474164.69 frames. utt_duration=492 frames, utt_pad_proportion=0.07433, over 20174.05 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2839, pruned_loss=0.0508, over 2238864.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05289, over 7115.97 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3048, pruned_loss=0.07057, over 2474666.59 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07508, over 21516.30 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 01:43:14,378 INFO [train.py:927] (4/8) Epoch 18, batch 4650, giga_loss[loss=0.215, simple_loss=0.3026, pruned_loss=0.06371, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03449, over 40.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3027, pruned_loss=0.06881, over 2475026.71 frames. utt_duration=477 frames, utt_pad_proportion=0.0784, over 20819.78 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2837, pruned_loss=0.05078, over 2243657.48 frames. utt_duration=1265 frames, utt_pad_proportion=0.05205, over 7102.73 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3045, pruned_loss=0.07054, over 2475330.87 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07912, over 22138.08 utterances.], batch size: 40, lr: 2.24e-04
2022-09-01 01:45:02,774 INFO [train.py:927] (4/8) Epoch 18, batch 4700, giga_loss[loss=0.2321, simple_loss=0.3106, pruned_loss=0.07681, over 12346.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03566, over 104.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3026, pruned_loss=0.06877, over 2474994.08 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07777, over 20897.24 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2837, pruned_loss=0.05088, over 2246768.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05158, over 7097.15 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3043, pruned_loss=0.07028, over 2475524.18 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07859, over 22112.48 utterances.], batch size: 104, lr: 2.24e-04
2022-09-01 01:46:48,259 INFO [train.py:927] (4/8) Epoch 18, batch 4750, giga_loss[loss=0.215, simple_loss=0.2942, pruned_loss=0.06784, over 12291.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02596, over 54.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3047, pruned_loss=0.07056, over 2475324.19 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07387, over 20754.37 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2836, pruned_loss=0.05076, over 2250064.55 frames. utt_duration=1269 frames, utt_pad_proportion=0.05097, over 7098.62 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3064, pruned_loss=0.07215, over 2475859.66 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07501, over 21913.56 utterances.], batch size: 54, lr: 2.24e-04
2022-09-01 01:48:33,793 INFO [train.py:927] (4/8) Epoch 18, batch 4800, giga_loss[loss=0.2134, simple_loss=0.2999, pruned_loss=0.06349, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03184, over 86.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3065, pruned_loss=0.0725, over 2475683.12 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07547, over 21195.84 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2838, pruned_loss=0.05072, over 2253429.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05034, over 7097.12 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.308, pruned_loss=0.07409, over 2476122.17 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0766, over 22315.24 utterances.], batch size: 86, lr: 2.24e-04
2022-09-01 01:50:16,270 INFO [train.py:927] (4/8) Epoch 18, batch 4850, giga_loss[loss=0.2243, simple_loss=0.3096, pruned_loss=0.06947, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02717, over 45.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3071, pruned_loss=0.07297, over 2475582.14 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07841, over 21580.49 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2837, pruned_loss=0.0506, over 2256790.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.0499, over 7105.70 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3087, pruned_loss=0.07463, over 2475892.81 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07942, over 22658.26 utterances.], batch size: 45, lr: 2.24e-04
2022-09-01 01:52:00,016 INFO [train.py:927] (4/8) Epoch 18, batch 4900, giga_loss[loss=0.1835, simple_loss=0.2764, pruned_loss=0.0453, over 12442.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.043, over 114.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3058, pruned_loss=0.07097, over 2475192.65 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07678, over 20934.18 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2841, pruned_loss=0.05073, over 2259000.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05423, over 7184.24 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.307, pruned_loss=0.07235, over 2475406.81 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07653, over 21840.95 utterances.], batch size: 114, lr: 2.24e-04
2022-09-01 01:53:46,908 INFO [train.py:927] (4/8) Epoch 18, batch 4950, giga_loss[loss=0.2273, simple_loss=0.2999, pruned_loss=0.07737, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03991, over 37.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3045, pruned_loss=0.07114, over 2475595.52 frames. utt_duration=475 frames, utt_pad_proportion=0.07576, over 20913.13 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.284, pruned_loss=0.05066, over 2262028.50 frames. utt_duration=1261 frames, utt_pad_proportion=0.05359, over 7182.54 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3058, pruned_loss=0.07256, over 2475938.65 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07587, over 21816.63 utterances.], batch size: 37, lr: 2.24e-04
2022-09-01 01:55:32,115 INFO [train.py:927] (4/8) Epoch 18, batch 5000, giga_loss[loss=0.2307, simple_loss=0.3155, pruned_loss=0.07288, over 12425.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.305, pruned_loss=0.0704, over 2475737.75 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07031, over 19747.82 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2833, pruned_loss=0.05031, over 2269146.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05217, over 7153.45 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3072, pruned_loss=0.07246, over 2476231.81 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07127, over 20905.60 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 01:57:21,461 INFO [train.py:927] (4/8) Epoch 18, batch 5050, libri_loss[loss=0.1579, simple_loss=0.2475, pruned_loss=0.03414, over 12216.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009922, over 29.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3076, pruned_loss=0.07056, over 2475020.65 frames. utt_duration=496 frames, utt_pad_proportion=0.07043, over 20017.52 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2831, pruned_loss=0.05023, over 2272885.42 frames. utt_duration=1275 frames, utt_pad_proportion=0.05138, over 7136.51 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3099, pruned_loss=0.07263, over 2475763.12 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07153, over 21187.33 utterances.], batch size: 29, lr: 2.24e-04
2022-09-01 01:59:04,183 INFO [train.py:927] (4/8) Epoch 18, batch 5100, giga_loss[loss=0.2341, simple_loss=0.313, pruned_loss=0.0776, over 12344.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03302, over 97.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3071, pruned_loss=0.0703, over 2474871.36 frames. utt_duration=515 frames, utt_pad_proportion=0.0664, over 19277.26 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2824, pruned_loss=0.05009, over 2280201.71 frames. utt_duration=1271 frames, utt_pad_proportion=0.05472, over 7181.93 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3104, pruned_loss=0.07279, over 2476030.70 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06674, over 20624.58 utterances.], batch size: 97, lr: 2.24e-04
2022-09-01 02:00:52,083 INFO [train.py:927] (4/8) Epoch 18, batch 5150, giga_loss[loss=0.2143, simple_loss=0.2946, pruned_loss=0.06697, over 12377.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03161, over 62.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3072, pruned_loss=0.07089, over 2475119.34 frames. utt_duration=512.7 frames, utt_pad_proportion=0.0684, over 19367.06 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2822, pruned_loss=0.05004, over 2283846.40 frames. utt_duration=1276 frames, utt_pad_proportion=0.05385, over 7168.41 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3104, pruned_loss=0.07328, over 2476256.31 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06894, over 20677.61 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 02:02:37,959 INFO [train.py:927] (4/8) Epoch 18, batch 5200, giga_loss[loss=0.2298, simple_loss=0.3037, pruned_loss=0.07793, over 12423.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04258, over 34.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3051, pruned_loss=0.07035, over 2474933.51 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06497, over 19173.54 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.05004, over 2289571.30 frames. utt_duration=1272 frames, utt_pad_proportion=0.05452, over 7206.53 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3084, pruned_loss=0.07282, over 2475782.45 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06549, over 20510.05 utterances.], batch size: 34, lr: 2.24e-04
2022-09-01 02:04:25,655 INFO [train.py:927] (4/8) Epoch 18, batch 5250, giga_loss[loss=0.2972, simple_loss=0.3542, pruned_loss=0.1201, over 12366.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3049, pruned_loss=0.07098, over 2474120.63 frames. utt_duration=497 frames, utt_pad_proportion=0.06992, over 19969.81 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2819, pruned_loss=0.05001, over 2295422.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05303, over 7184.67 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3085, pruned_loss=0.07365, over 2475283.35 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07062, over 21460.88 utterances.], batch size: 257, lr: 2.24e-04
2022-09-01 02:06:09,904 INFO [train.py:927] (4/8) Epoch 18, batch 5300, giga_loss[loss=0.2673, simple_loss=0.3242, pruned_loss=0.1052, over 12351.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2014, over 368.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3032, pruned_loss=0.07054, over 2474683.21 frames. utt_duration=504.8 frames, utt_pad_proportion=0.0724, over 19665.38 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2816, pruned_loss=0.04994, over 2300772.81 frames. utt_duration=1286 frames, utt_pad_proportion=0.05183, over 7167.43 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07327, over 2475572.58 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07327, over 21197.57 utterances.], batch size: 368, lr: 2.24e-04
2022-09-01 02:07:53,509 INFO [train.py:927] (4/8) Epoch 18, batch 5350, giga_loss[loss=0.178, simple_loss=0.2714, pruned_loss=0.04232, over 12447.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3025, pruned_loss=0.06982, over 2474901.33 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06801, over 19057.82 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2816, pruned_loss=0.04993, over 2304008.03 frames. utt_duration=1289 frames, utt_pad_proportion=0.05099, over 7158.14 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3058, pruned_loss=0.07233, over 2475788.02 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06937, over 20484.97 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 02:09:39,823 INFO [train.py:927] (4/8) Epoch 18, batch 5400, libri_loss[loss=0.1923, simple_loss=0.2839, pruned_loss=0.05036, over 12312.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00697, over 36.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3044, pruned_loss=0.07099, over 2473956.65 frames. utt_duration=499.8 frames, utt_pad_proportion=0.0713, over 19857.84 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2813, pruned_loss=0.04969, over 2307389.89 frames. utt_duration=1295 frames, utt_pad_proportion=0.05041, over 7136.21 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3077, pruned_loss=0.0736, over 2474641.60 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07246, over 21255.21 utterances.], batch size: 36, lr: 2.24e-04
2022-09-01 02:11:26,382 INFO [train.py:927] (4/8) Epoch 18, batch 5450, giga_loss[loss=0.2257, simple_loss=0.3069, pruned_loss=0.07225, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03235, over 51.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3059, pruned_loss=0.07072, over 2473509.51 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06984, over 19584.21 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2814, pruned_loss=0.04971, over 2310155.26 frames. utt_duration=1297 frames, utt_pad_proportion=0.04976, over 7133.16 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3088, pruned_loss=0.07306, over 2473794.65 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07116, over 20860.71 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 02:13:10,106 INFO [train.py:927] (4/8) Epoch 18, batch 5500, giga_loss[loss=0.32, simple_loss=0.3794, pruned_loss=0.1303, over 12434.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05151, over 162.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3082, pruned_loss=0.07037, over 2474314.64 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06712, over 19002.88 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2815, pruned_loss=0.04985, over 2313523.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.05392, over 7211.75 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3109, pruned_loss=0.07248, over 2474407.40 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0672, over 20163.66 utterances.], batch size: 162, lr: 2.24e-04
2022-09-01 02:14:51,691 INFO [train.py:927] (4/8) Epoch 18, batch 5550, libri_loss[loss=0.1728, simple_loss=0.2588, pruned_loss=0.04336, over 12178.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005526, over 33.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.309, pruned_loss=0.07095, over 2473902.68 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06317, over 18314.15 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2816, pruned_loss=0.05001, over 2317803.07 frames. utt_duration=1272 frames, utt_pad_proportion=0.05757, over 7298.67 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3118, pruned_loss=0.07306, over 2474421.03 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06243, over 19478.27 utterances.], batch size: 33, lr: 2.24e-04
2022-09-01 02:16:36,407 INFO [train.py:927] (4/8) Epoch 18, batch 5600, giga_loss[loss=0.2375, simple_loss=0.3152, pruned_loss=0.07993, over 12419.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3112, pruned_loss=0.07356, over 2474466.51 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06794, over 19852.38 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.04998, over 2321019.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05677, over 7297.67 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3141, pruned_loss=0.07566, over 2474777.03 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06746, over 20979.19 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 02:18:20,537 INFO [train.py:927] (4/8) Epoch 18, batch 5650, giga_loss[loss=0.2097, simple_loss=0.3035, pruned_loss=0.05792, over 12349.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3102, pruned_loss=0.07185, over 2474122.10 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07216, over 19633.10 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2811, pruned_loss=0.04982, over 2325838.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05974, over 7353.26 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3136, pruned_loss=0.07438, over 2474775.03 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07073, over 20879.48 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 02:20:04,674 INFO [train.py:927] (4/8) Epoch 18, batch 5700, giga_loss[loss=0.2365, simple_loss=0.3235, pruned_loss=0.07474, over 12429.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03325, over 75.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3109, pruned_loss=0.0719, over 2473599.34 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07312, over 20033.35 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.04977, over 2330105.00 frames. utt_duration=1269 frames, utt_pad_proportion=0.05873, over 7354.51 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3143, pruned_loss=0.07454, over 2474236.69 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07231, over 21356.52 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 02:21:54,098 INFO [train.py:927] (4/8) Epoch 18, batch 5750, giga_loss[loss=0.3231, simple_loss=0.4017, pruned_loss=0.1223, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3108, pruned_loss=0.07223, over 2474211.11 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07259, over 20118.25 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2818, pruned_loss=0.0498, over 2333489.35 frames. utt_duration=1275 frames, utt_pad_proportion=0.05759, over 7331.86 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3137, pruned_loss=0.07478, over 2474846.40 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07242, over 21463.98 utterances.], batch size: 55, lr: 2.24e-04
2022-09-01 02:23:39,229 INFO [train.py:927] (4/8) Epoch 18, batch 5800, giga_loss[loss=0.2141, simple_loss=0.3022, pruned_loss=0.06304, over 12395.00 frames. utt_duration=662.6 frames, utt_pad_proportion=0.03552, over 75.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3092, pruned_loss=0.07207, over 2474488.56 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07645, over 20250.84 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2817, pruned_loss=0.04982, over 2339895.93 frames. utt_duration=1276 frames, utt_pad_proportion=0.05659, over 7344.20 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3128, pruned_loss=0.07504, over 2474809.42 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07667, over 21863.98 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 02:25:25,921 INFO [train.py:927] (4/8) Epoch 18, batch 5850, giga_loss[loss=0.2127, simple_loss=0.2908, pruned_loss=0.06732, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03393, over 37.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3063, pruned_loss=0.07065, over 2475019.01 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07304, over 19691.13 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2821, pruned_loss=0.05001, over 2342945.27 frames. utt_duration=1268 frames, utt_pad_proportion=0.05911, over 7400.98 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3094, pruned_loss=0.07335, over 2475548.39 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07286, over 21205.80 utterances.], batch size: 37, lr: 2.24e-04
2022-09-01 02:27:05,758 INFO [train.py:927] (4/8) Epoch 18, batch 5900, libri_loss[loss=0.2094, simple_loss=0.3004, pruned_loss=0.05921, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01481, over 40.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3042, pruned_loss=0.06967, over 2475146.93 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07667, over 20208.60 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2817, pruned_loss=0.04977, over 2346291.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05815, over 7377.28 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3076, pruned_loss=0.0725, over 2475503.72 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07673, over 21734.08 utterances.], batch size: 40, lr: 2.24e-04
2022-09-01 02:28:49,304 INFO [train.py:927] (4/8) Epoch 18, batch 5950, giga_loss[loss=0.2217, simple_loss=0.3076, pruned_loss=0.06788, over 12322.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.0306, over 66.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3025, pruned_loss=0.06786, over 2475709.27 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07757, over 21103.07 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2815, pruned_loss=0.04962, over 2350100.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.05706, over 7379.95 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3061, pruned_loss=0.07077, over 2476022.51 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07801, over 22683.06 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 02:30:41,362 INFO [train.py:927] (4/8) Epoch 18, batch 6000, giga_loss[loss=0.1989, simple_loss=0.278, pruned_loss=0.05989, over 12391.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.06705, over 2475471.28 frames. utt_duration=481 frames, utt_pad_proportion=0.07535, over 20648.80 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2814, pruned_loss=0.04964, over 2351791.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05646, over 7380.21 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3036, pruned_loss=0.06956, over 2475868.57 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07608, over 22071.37 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 02:30:41,363 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 02:30:54,897 INFO [train.py:967] (4/8) Epoch 18, validation: loss=0.1789, simple_loss=0.2867, pruned_loss=0.03556, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 02:32:36,923 INFO [train.py:927] (4/8) Epoch 18, batch 6050, giga_loss[loss=0.2125, simple_loss=0.2956, pruned_loss=0.06466, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05493, over 162.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3006, pruned_loss=0.06797, over 2475245.47 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07982, over 21514.09 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.04973, over 2354587.48 frames. utt_duration=1281 frames, utt_pad_proportion=0.05534, over 7362.88 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3036, pruned_loss=0.07028, over 2475795.91 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08056, over 22962.01 utterances.], batch size: 162, lr: 2.24e-04
2022-09-01 02:34:17,243 INFO [train.py:927] (4/8) Epoch 18, batch 6100, libri_loss[loss=0.1785, simple_loss=0.2624, pruned_loss=0.04732, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01208, over 28.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3022, pruned_loss=0.06864, over 2475414.88 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08463, over 22253.67 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2812, pruned_loss=0.04967, over 2358517.30 frames. utt_duration=1281 frames, utt_pad_proportion=0.0545, over 7371.91 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3053, pruned_loss=0.07118, over 2476096.99 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08538, over 23886.60 utterances.], batch size: 28, lr: 2.24e-04
2022-09-01 02:36:00,440 INFO [train.py:927] (4/8) Epoch 18, batch 6150, giga_loss[loss=0.2335, simple_loss=0.3148, pruned_loss=0.07616, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02704, over 70.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3025, pruned_loss=0.06924, over 2474811.18 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08085, over 21889.31 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2812, pruned_loss=0.04968, over 2360001.83 frames. utt_duration=1284 frames, utt_pad_proportion=0.05384, over 7362.35 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3052, pruned_loss=0.07148, over 2475579.21 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08196, over 23374.04 utterances.], batch size: 70, lr: 2.24e-04
2022-09-01 02:37:39,591 INFO [train.py:927] (4/8) Epoch 18, batch 6200, giga_loss[loss=0.234, simple_loss=0.3201, pruned_loss=0.07393, over 12371.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3035, pruned_loss=0.06956, over 2474296.19 frames. utt_duration=469.6 frames, utt_pad_proportion=0.08082, over 21142.15 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2817, pruned_loss=0.04992, over 2366722.95 frames. utt_duration=1280 frames, utt_pad_proportion=0.05301, over 7402.59 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3066, pruned_loss=0.0724, over 2475404.31 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08259, over 23193.10 utterances.], batch size: 104, lr: 2.24e-04
2022-09-01 02:39:26,826 INFO [train.py:927] (4/8) Epoch 18, batch 6250, giga_loss[loss=0.2538, simple_loss=0.329, pruned_loss=0.08924, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06403, over 183.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3053, pruned_loss=0.0709, over 2474752.79 frames. utt_duration=471 frames, utt_pad_proportion=0.07622, over 21081.74 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2815, pruned_loss=0.04987, over 2368411.80 frames. utt_duration=1283 frames, utt_pad_proportion=0.05237, over 7394.56 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3083, pruned_loss=0.07348, over 2475554.26 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07828, over 22905.97 utterances.], batch size: 183, lr: 2.24e-04
2022-09-01 02:41:12,562 INFO [train.py:927] (4/8) Epoch 18, batch 6300, giga_loss[loss=0.2307, simple_loss=0.3259, pruned_loss=0.06779, over 12382.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04545, over 146.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.307, pruned_loss=0.07184, over 2475015.95 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08459, over 22538.87 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2816, pruned_loss=0.05008, over 2371328.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05638, over 7449.99 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.31, pruned_loss=0.07428, over 2475856.89 frames. utt_duration=408.9 frames, utt_pad_proportion=0.08482, over 24308.51 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 02:42:52,749 INFO [train.py:927] (4/8) Epoch 18, batch 6350, giga_loss[loss=0.2004, simple_loss=0.2773, pruned_loss=0.06172, over 12475.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3061, pruned_loss=0.07072, over 2476194.43 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07826, over 21526.87 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2816, pruned_loss=0.05012, over 2374112.38 frames. utt_duration=1275 frames, utt_pad_proportion=0.05628, over 7456.97 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3091, pruned_loss=0.07313, over 2476672.20 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07907, over 23272.65 utterances.], batch size: 55, lr: 2.24e-04
2022-09-01 02:44:34,107 INFO [train.py:927] (4/8) Epoch 18, batch 6400, giga_loss[loss=0.2332, simple_loss=0.3249, pruned_loss=0.07079, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03665, over 105.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3058, pruned_loss=0.07134, over 2475833.74 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07853, over 21743.20 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2816, pruned_loss=0.05016, over 2376396.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.05536, over 7463.52 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3087, pruned_loss=0.0737, over 2476433.61 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07958, over 23455.22 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 02:46:15,164 INFO [train.py:927] (4/8) Epoch 18, batch 6450, giga_loss[loss=0.2238, simple_loss=0.3004, pruned_loss=0.07365, over 12392.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.0306, over 104.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3036, pruned_loss=0.07045, over 2475712.17 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07696, over 21164.35 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2811, pruned_loss=0.04994, over 2378521.10 frames. utt_duration=1277 frames, utt_pad_proportion=0.05479, over 7461.25 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3067, pruned_loss=0.07288, over 2476055.87 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07821, over 22777.05 utterances.], batch size: 104, lr: 2.24e-04
2022-09-01 02:47:57,422 INFO [train.py:927] (4/8) Epoch 18, batch 6500, libri_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05991, over 12459.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009787, over 29.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3048, pruned_loss=0.07169, over 2476370.64 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07246, over 21361.89 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2813, pruned_loss=0.05008, over 2380508.39 frames. utt_duration=1280 frames, utt_pad_proportion=0.05403, over 7449.99 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3075, pruned_loss=0.07389, over 2476588.42 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07406, over 22910.33 utterances.], batch size: 29, lr: 2.24e-04
2022-09-01 02:49:40,527 INFO [train.py:927] (4/8) Epoch 18, batch 6550, giga_loss[loss=0.2298, simple_loss=0.3154, pruned_loss=0.07209, over 12361.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3059, pruned_loss=0.07232, over 2475717.43 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06941, over 20861.09 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05006, over 2381723.89 frames. utt_duration=1277 frames, utt_pad_proportion=0.0543, over 7470.98 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3082, pruned_loss=0.07435, over 2476068.60 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07092, over 22242.14 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 02:51:21,235 INFO [train.py:927] (4/8) Epoch 18, batch 6600, giga_loss[loss=0.2311, simple_loss=0.3121, pruned_loss=0.07509, over 12438.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07323, over 2475152.15 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06762, over 20403.23 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2819, pruned_loss=0.05019, over 2384746.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.05368, over 7497.42 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3093, pruned_loss=0.07549, over 2475634.01 frames. utt_duration=453.4 frames, utt_pad_proportion=0.06935, over 21913.31 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 02:53:06,326 INFO [train.py:927] (4/8) Epoch 18, batch 6650, giga_loss[loss=0.2498, simple_loss=0.328, pruned_loss=0.08585, over 12367.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0463, over 146.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.307, pruned_loss=0.07365, over 2474372.33 frames. utt_duration=469 frames, utt_pad_proportion=0.07371, over 21168.89 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05002, over 2386358.20 frames. utt_duration=1280 frames, utt_pad_proportion=0.05273, over 7466.39 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3098, pruned_loss=0.07612, over 2475324.50 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07509, over 22706.40 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 02:54:52,163 INFO [train.py:927] (4/8) Epoch 18, batch 6700, giga_loss[loss=0.2318, simple_loss=0.3157, pruned_loss=0.07398, over 12344.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02761, over 70.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3071, pruned_loss=0.07325, over 2474363.12 frames. utt_duration=489 frames, utt_pad_proportion=0.06845, over 20302.17 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.05002, over 2388253.36 frames. utt_duration=1284 frames, utt_pad_proportion=0.05183, over 7446.00 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3099, pruned_loss=0.07572, over 2475366.05 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07034, over 21838.49 utterances.], batch size: 70, lr: 2.24e-04
2022-09-01 02:56:35,550 INFO [train.py:927] (4/8) Epoch 18, batch 6750, libri_loss[loss=0.204, simple_loss=0.2957, pruned_loss=0.05612, over 12479.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03256, over 46.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07329, over 2473900.95 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06618, over 19365.55 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.281, pruned_loss=0.04985, over 2390356.65 frames. utt_duration=1288 frames, utt_pad_proportion=0.05085, over 7430.12 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3102, pruned_loss=0.07603, over 2475075.07 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06838, over 20945.25 utterances.], batch size: 46, lr: 2.24e-04
2022-09-01 02:58:19,513 INFO [train.py:927] (4/8) Epoch 18, batch 6800, giga_loss[loss=0.2236, simple_loss=0.3115, pruned_loss=0.0678, over 12326.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.03056, over 66.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.307, pruned_loss=0.0728, over 2473226.88 frames. utt_duration=524 frames, utt_pad_proportion=0.06673, over 18934.83 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2808, pruned_loss=0.04983, over 2391652.23 frames. utt_duration=1293 frames, utt_pad_proportion=0.05027, over 7404.73 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3102, pruned_loss=0.07537, over 2474439.94 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06876, over 20409.63 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 02:59:59,515 INFO [train.py:927] (4/8) Epoch 18, batch 6850, giga_loss[loss=0.1856, simple_loss=0.2815, pruned_loss=0.04481, over 12338.00 frames. utt_duration=626.1 frames, utt_pad_proportion=0.02773, over 79.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3065, pruned_loss=0.0718, over 2472871.04 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06725, over 18852.27 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2811, pruned_loss=0.04997, over 2392732.85 frames. utt_duration=1293 frames, utt_pad_proportion=0.04979, over 7408.61 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.07415, over 2474350.27 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06911, over 20236.98 utterances.], batch size: 79, lr: 2.24e-04
2022-09-01 03:01:39,894 INFO [train.py:927] (4/8) Epoch 18, batch 6900, giga_loss[loss=0.214, simple_loss=0.2935, pruned_loss=0.06727, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04293, over 28.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3055, pruned_loss=0.07137, over 2472926.34 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06785, over 18836.54 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2808, pruned_loss=0.04979, over 2394490.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.04884, over 7386.60 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3085, pruned_loss=0.07388, over 2474305.88 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06975, over 20214.61 utterances.], batch size: 28, lr: 2.24e-04
2022-09-01 03:03:24,703 INFO [train.py:927] (4/8) Epoch 18, batch 6950, giga_loss[loss=0.2407, simple_loss=0.3122, pruned_loss=0.08456, over 12427.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06641, over 184.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3063, pruned_loss=0.07233, over 2472539.36 frames. utt_duration=516.4 frames, utt_pad_proportion=0.07139, over 19206.04 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2807, pruned_loss=0.04972, over 2396035.68 frames. utt_duration=1302 frames, utt_pad_proportion=0.04804, over 7367.01 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3094, pruned_loss=0.07491, over 2474020.54 frames. utt_duration=482 frames, utt_pad_proportion=0.07311, over 20596.68 utterances.], batch size: 184, lr: 2.24e-04
2022-09-01 03:05:09,692 INFO [train.py:927] (4/8) Epoch 18, batch 7000, giga_loss[loss=0.2044, simple_loss=0.2978, pruned_loss=0.05549, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3074, pruned_loss=0.07396, over 2473075.17 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07419, over 19975.81 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2807, pruned_loss=0.0498, over 2397151.13 frames. utt_duration=1304 frames, utt_pad_proportion=0.04746, over 7359.54 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07623, over 2474276.62 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0756, over 21235.74 utterances.], batch size: 70, lr: 2.24e-04
2022-09-01 03:06:52,637 INFO [train.py:927] (4/8) Epoch 18, batch 7050, giga_loss[loss=0.2506, simple_loss=0.3261, pruned_loss=0.08754, over 12454.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03684, over 123.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3097, pruned_loss=0.07551, over 2472833.18 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07487, over 20141.24 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2806, pruned_loss=0.04978, over 2399180.20 frames. utt_duration=1308 frames, utt_pad_proportion=0.04631, over 7344.24 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.07815, over 2474337.18 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07655, over 21567.85 utterances.], batch size: 123, lr: 2.24e-04
2022-09-01 03:08:36,438 INFO [train.py:927] (4/8) Epoch 18, batch 7100, giga_loss[loss=0.216, simple_loss=0.3033, pruned_loss=0.0643, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3093, pruned_loss=0.07451, over 2473613.29 frames. utt_duration=499 frames, utt_pad_proportion=0.0737, over 19889.23 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2809, pruned_loss=0.04997, over 2400889.72 frames. utt_duration=1304 frames, utt_pad_proportion=0.0464, over 7373.48 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3122, pruned_loss=0.07701, over 2474897.28 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07531, over 21280.86 utterances.], batch size: 75, lr: 2.24e-04
2022-09-01 03:10:18,187 INFO [train.py:927] (4/8) Epoch 18, batch 7150, giga_loss[loss=0.242, simple_loss=0.3179, pruned_loss=0.08303, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03713, over 105.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3075, pruned_loss=0.07294, over 2472678.94 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06937, over 19134.47 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2807, pruned_loss=0.04986, over 2403074.80 frames. utt_duration=1303 frames, utt_pad_proportion=0.04625, over 7386.37 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07582, over 2473992.40 frames. utt_duration=481.1 frames, utt_pad_proportion=0.0713, over 20633.43 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:12:03,377 INFO [train.py:927] (4/8) Epoch 18, batch 7200, giga_loss[loss=0.1883, simple_loss=0.2801, pruned_loss=0.04827, over 12369.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03143, over 58.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3072, pruned_loss=0.07259, over 2473205.24 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06676, over 18912.64 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2809, pruned_loss=0.04988, over 2404700.13 frames. utt_duration=1303 frames, utt_pad_proportion=0.04571, over 7389.69 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3103, pruned_loss=0.07535, over 2474323.56 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06883, over 20358.35 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 03:13:49,298 INFO [train.py:927] (4/8) Epoch 18, batch 7250, giga_loss[loss=0.2255, simple_loss=0.3027, pruned_loss=0.07416, over 12400.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.07156, over 2473369.38 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06737, over 19358.57 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2809, pruned_loss=0.04988, over 2406190.31 frames. utt_duration=1305 frames, utt_pad_proportion=0.04496, over 7380.93 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3074, pruned_loss=0.07425, over 2474432.67 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06933, over 20778.50 utterances.], batch size: 183, lr: 2.24e-04
2022-09-01 03:15:33,449 INFO [train.py:927] (4/8) Epoch 18, batch 7300, giga_loss[loss=0.2202, simple_loss=0.2987, pruned_loss=0.07082, over 12410.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07621, over 213.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3023, pruned_loss=0.07122, over 2473241.45 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06474, over 18830.14 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2808, pruned_loss=0.04985, over 2407243.39 frames. utt_duration=1309 frames, utt_pad_proportion=0.04439, over 7362.50 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3052, pruned_loss=0.07376, over 2474332.68 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06681, over 20181.97 utterances.], batch size: 213, lr: 2.24e-04
2022-09-01 03:17:20,066 INFO [train.py:927] (4/8) Epoch 18, batch 7350, giga_loss[loss=0.2145, simple_loss=0.3083, pruned_loss=0.06037, over 12448.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3026, pruned_loss=0.06979, over 2474137.16 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06578, over 19507.93 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2814, pruned_loss=0.04992, over 2408222.20 frames. utt_duration=1302 frames, utt_pad_proportion=0.04528, over 7406.91 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3047, pruned_loss=0.07202, over 2475001.71 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06716, over 20695.99 utterances.], batch size: 162, lr: 2.24e-04
2022-09-01 03:19:05,596 INFO [train.py:927] (4/8) Epoch 18, batch 7400, giga_loss[loss=0.2137, simple_loss=0.3033, pruned_loss=0.06202, over 12369.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07208, over 212.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3018, pruned_loss=0.06738, over 2474458.64 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06851, over 20900.08 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2816, pruned_loss=0.05006, over 2409276.46 frames. utt_duration=1302 frames, utt_pad_proportion=0.04478, over 7409.83 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3035, pruned_loss=0.06927, over 2475079.45 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06966, over 22017.72 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 03:20:51,823 INFO [train.py:927] (4/8) Epoch 18, batch 7450, giga_loss[loss=0.1875, simple_loss=0.2738, pruned_loss=0.05059, over 12369.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04849, over 31.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2989, pruned_loss=0.06408, over 2474539.85 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06857, over 21116.91 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2816, pruned_loss=0.05004, over 2410732.05 frames. utt_duration=1307 frames, utt_pad_proportion=0.04405, over 7388.89 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3008, pruned_loss=0.06603, over 2475478.63 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06991, over 22405.20 utterances.], batch size: 31, lr: 2.24e-04
2022-09-01 03:22:35,453 INFO [train.py:927] (4/8) Epoch 18, batch 7500, giga_loss[loss=0.2093, simple_loss=0.2934, pruned_loss=0.06261, over 12379.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09791, over 256.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.3, pruned_loss=0.06322, over 2475516.27 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06618, over 21474.81 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2817, pruned_loss=0.05003, over 2413079.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04332, over 7408.42 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.302, pruned_loss=0.06526, over 2476436.78 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06784, over 22980.91 utterances.], batch size: 256, lr: 2.24e-04
2022-09-01 03:24:19,311 INFO [train.py:927] (4/8) Epoch 18, batch 7550, giga_loss[loss=0.1722, simple_loss=0.2708, pruned_loss=0.03682, over 12360.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2995, pruned_loss=0.06261, over 2475696.01 frames. utt_duration=427 frames, utt_pad_proportion=0.07102, over 23272.64 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2817, pruned_loss=0.05004, over 2413543.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.04298, over 7401.36 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3012, pruned_loss=0.06432, over 2476564.04 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07212, over 24593.75 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 03:26:02,262 INFO [train.py:927] (4/8) Epoch 18, batch 7600, giga_loss[loss=0.2133, simple_loss=0.3, pruned_loss=0.06332, over 12409.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.0727, over 212.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.297, pruned_loss=0.06031, over 2475064.38 frames. utt_duration=429.6 frames, utt_pad_proportion=0.06894, over 23121.73 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2823, pruned_loss=0.0502, over 2414411.03 frames. utt_duration=1301 frames, utt_pad_proportion=0.04321, over 7428.94 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2983, pruned_loss=0.06173, over 2476108.02 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07004, over 24433.41 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 03:27:48,464 INFO [train.py:927] (4/8) Epoch 18, batch 7650, giga_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.0511, over 12392.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0399, over 34.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2963, pruned_loss=0.05914, over 2475092.15 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06859, over 23232.07 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2828, pruned_loss=0.05028, over 2415095.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.04288, over 7432.65 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2969, pruned_loss=0.06027, over 2475833.10 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06965, over 24411.56 utterances.], batch size: 34, lr: 2.24e-04
2022-09-01 03:29:32,585 INFO [train.py:927] (4/8) Epoch 18, batch 7700, giga_loss[loss=0.166, simple_loss=0.2627, pruned_loss=0.03465, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03495, over 123.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.05721, over 2475643.68 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07172, over 23952.88 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2831, pruned_loss=0.0504, over 2416175.89 frames. utt_duration=1302 frames, utt_pad_proportion=0.04238, over 7431.12 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05812, over 2476054.50 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07266, over 25107.31 utterances.], batch size: 123, lr: 2.24e-04
2022-09-01 03:31:20,431 INFO [train.py:927] (4/8) Epoch 18, batch 7750, giga_loss[loss=0.1571, simple_loss=0.2443, pruned_loss=0.03502, over 12320.00 frames. utt_duration=914.1 frames, utt_pad_proportion=0.02341, over 54.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2908, pruned_loss=0.05603, over 2475740.81 frames. utt_duration=424 frames, utt_pad_proportion=0.07034, over 23437.48 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2831, pruned_loss=0.05025, over 2417919.72 frames. utt_duration=1304 frames, utt_pad_proportion=0.04139, over 7428.14 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2913, pruned_loss=0.05706, over 2476119.50 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07165, over 24811.82 utterances.], batch size: 54, lr: 2.24e-04
2022-09-01 03:33:10,147 INFO [train.py:927] (4/8) Epoch 18, batch 7800, giga_loss[loss=0.1824, simple_loss=0.2716, pruned_loss=0.04657, over 12420.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2913, pruned_loss=0.05617, over 2475934.36 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07204, over 24088.30 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2831, pruned_loss=0.05022, over 2419106.18 frames. utt_duration=1300 frames, utt_pad_proportion=0.04169, over 7450.59 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05714, over 2476196.14 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07306, over 25467.14 utterances.], batch size: 183, lr: 2.24e-04
2022-09-01 03:35:11,984 INFO [train.py:927] (4/8) Epoch 18, batch 7850, giga_loss[loss=0.2237, simple_loss=0.3118, pruned_loss=0.06779, over 12362.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02921, over 91.00 utterances.], tot_loss[loss=0.202, simple_loss=0.292, pruned_loss=0.05603, over 2476018.01 frames. utt_duration=405 frames, utt_pad_proportion=0.07108, over 24539.29 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.283, pruned_loss=0.05018, over 2420052.67 frames. utt_duration=1302 frames, utt_pad_proportion=0.04111, over 7441.67 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2927, pruned_loss=0.05693, over 2476421.04 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07223, over 25938.96 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 03:37:12,685 INFO [train.py:927] (4/8) Epoch 18, batch 7900, giga_loss[loss=0.2137, simple_loss=0.3013, pruned_loss=0.06306, over 12444.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02878, over 80.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2905, pruned_loss=0.05505, over 2477071.21 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06892, over 24967.64 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2833, pruned_loss=0.05024, over 2420769.35 frames. utt_duration=1303 frames, utt_pad_proportion=0.04078, over 7439.26 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2909, pruned_loss=0.05577, over 2477256.71 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07006, over 26216.43 utterances.], batch size: 80, lr: 2.24e-04
2022-09-01 03:39:23,035 INFO [train.py:927] (4/8) Epoch 18, batch 7950, giga_loss[loss=0.1873, simple_loss=0.263, pruned_loss=0.05578, over 12367.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1734, over 355.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2883, pruned_loss=0.05346, over 2477236.16 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06913, over 25118.84 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2834, pruned_loss=0.05021, over 2422269.21 frames. utt_duration=1305 frames, utt_pad_proportion=0.03984, over 7432.16 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2887, pruned_loss=0.05416, over 2477555.16 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07048, over 26627.92 utterances.], batch size: 355, lr: 2.24e-04
2022-09-01 03:41:17,749 INFO [train.py:927] (4/8) Epoch 18, batch 8000, giga_loss[loss=0.1787, simple_loss=0.274, pruned_loss=0.04168, over 12324.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03266, over 58.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2856, pruned_loss=0.05223, over 2477038.02 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06722, over 24612.74 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2832, pruned_loss=0.05006, over 2423172.37 frames. utt_duration=1308 frames, utt_pad_proportion=0.03915, over 7418.41 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2862, pruned_loss=0.05299, over 2477705.62 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06875, over 26205.33 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 03:43:24,345 INFO [train.py:927] (4/8) Epoch 18, batch 8050, giga_loss[loss=0.1859, simple_loss=0.2779, pruned_loss=0.04696, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0484, over 34.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2869, pruned_loss=0.05266, over 2477111.41 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07241, over 25656.31 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2831, pruned_loss=0.05003, over 2423730.43 frames. utt_duration=1309 frames, utt_pad_proportion=0.03888, over 7417.21 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.0533, over 2477611.97 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07345, over 27067.40 utterances.], batch size: 34, lr: 2.24e-04
2022-09-01 03:45:33,501 INFO [train.py:927] (4/8) Epoch 18, batch 8100, giga_loss[loss=0.2009, simple_loss=0.3009, pruned_loss=0.05042, over 12423.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0389, over 133.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2849, pruned_loss=0.05158, over 2477116.79 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07098, over 25909.73 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2831, pruned_loss=0.04998, over 2424294.34 frames. utt_duration=1310 frames, utt_pad_proportion=0.03841, over 7410.97 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2854, pruned_loss=0.05217, over 2477728.35 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07209, over 27272.34 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 03:47:33,523 INFO [train.py:927] (4/8) Epoch 18, batch 8150, giga_loss[loss=0.2308, simple_loss=0.3186, pruned_loss=0.07151, over 12420.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09994, over 257.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2872, pruned_loss=0.0521, over 2476567.53 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06977, over 25642.02 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2832, pruned_loss=0.04996, over 2425879.22 frames. utt_duration=1315 frames, utt_pad_proportion=0.0373, over 7389.95 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2876, pruned_loss=0.05266, over 2477724.51 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07134, over 27515.84 utterances.], batch size: 257, lr: 2.24e-04
2022-09-01 03:49:34,491 INFO [train.py:927] (4/8) Epoch 18, batch 8200, libri_loss[loss=0.1931, simple_loss=0.2873, pruned_loss=0.04946, over 12309.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005508, over 35.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2898, pruned_loss=0.05154, over 2477136.26 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06545, over 25090.42 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2834, pruned_loss=0.05, over 2426956.37 frames. utt_duration=1319 frames, utt_pad_proportion=0.03654, over 7370.56 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2901, pruned_loss=0.052, over 2478449.16 frames. utt_duration=367 frames, utt_pad_proportion=0.0674, over 27102.21 utterances.], batch size: 35, lr: 2.24e-04
2022-09-01 03:51:39,980 INFO [train.py:927] (4/8) Epoch 18, batch 8250, libri_loss[loss=0.1977, simple_loss=0.2951, pruned_loss=0.05015, over 12401.00 frames. utt_duration=753 frames, utt_pad_proportion=0.1443, over 66.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2903, pruned_loss=0.05152, over 2477341.69 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06645, over 25431.01 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2835, pruned_loss=0.0499, over 2428974.34 frames. utt_duration=1310 frames, utt_pad_proportion=0.0375, over 7422.81 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2907, pruned_loss=0.05202, over 2478379.03 frames. utt_duration=359.1 frames, utt_pad_proportion=0.06803, over 27696.86 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 03:53:59,535 INFO [train.py:927] (4/8) Epoch 18, batch 8300, giga_loss[loss=0.1997, simple_loss=0.294, pruned_loss=0.05265, over 12399.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02621, over 91.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2898, pruned_loss=0.05192, over 2477387.31 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06532, over 24805.19 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2831, pruned_loss=0.04973, over 2429313.20 frames. utt_duration=1314 frames, utt_pad_proportion=0.03716, over 7401.54 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2906, pruned_loss=0.0525, over 2478558.05 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06685, over 26857.09 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 03:56:08,813 INFO [train.py:927] (4/8) Epoch 18, batch 8350, giga_loss[loss=0.183, simple_loss=0.2732, pruned_loss=0.04634, over 12399.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04158, over 105.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2881, pruned_loss=0.05185, over 2477726.20 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06527, over 24550.00 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2831, pruned_loss=0.04974, over 2430661.33 frames. utt_duration=1317 frames, utt_pad_proportion=0.03638, over 7393.53 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.289, pruned_loss=0.0524, over 2478942.09 frames. utt_duration=372 frames, utt_pad_proportion=0.06691, over 26738.00 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:58:17,254 INFO [train.py:927] (4/8) Epoch 18, batch 8400, giga_loss[loss=0.2133, simple_loss=0.294, pruned_loss=0.06625, over 12447.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.02864, over 80.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2856, pruned_loss=0.05085, over 2477839.41 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06555, over 23906.59 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2832, pruned_loss=0.04984, over 2431284.74 frames. utt_duration=1318 frames, utt_pad_proportion=0.03583, over 7384.71 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2864, pruned_loss=0.05124, over 2479067.10 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06716, over 25954.05 utterances.], batch size: 80, lr: 2.24e-04
2022-09-01 04:00:21,048 INFO [train.py:927] (4/8) Epoch 18, batch 8450, giga_loss[loss=0.1984, simple_loss=0.296, pruned_loss=0.05038, over 12360.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03631, over 132.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2876, pruned_loss=0.0522, over 2478096.89 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06623, over 23927.87 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2832, pruned_loss=0.04985, over 2432345.42 frames. utt_duration=1306 frames, utt_pad_proportion=0.03992, over 7456.91 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2883, pruned_loss=0.05253, over 2478946.50 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06669, over 25790.38 utterances.], batch size: 132, lr: 2.23e-04
2022-09-01 04:02:16,116 INFO [train.py:927] (4/8) Epoch 18, batch 8500, giga_loss[loss=0.2292, simple_loss=0.3107, pruned_loss=0.07384, over 12394.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.0976, over 256.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2874, pruned_loss=0.05316, over 2477856.93 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07012, over 24888.99 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2832, pruned_loss=0.04987, over 2432568.27 frames. utt_duration=1307 frames, utt_pad_proportion=0.0396, over 7451.35 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.05342, over 2478725.99 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07039, over 26502.54 utterances.], batch size: 256, lr: 2.23e-04
2022-09-01 04:04:23,209 INFO [train.py:927] (4/8) Epoch 18, batch 8550, giga_loss[loss=0.1945, simple_loss=0.2979, pruned_loss=0.0456, over 12437.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05625, over 182.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2883, pruned_loss=0.05296, over 2477809.69 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07057, over 25027.72 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2836, pruned_loss=0.04996, over 2433663.28 frames. utt_duration=1296 frames, utt_pad_proportion=0.04314, over 7518.57 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2884, pruned_loss=0.05315, over 2478741.44 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07011, over 26741.99 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 04:06:46,992 INFO [train.py:927] (4/8) Epoch 18, batch 8600, giga_loss[loss=0.1658, simple_loss=0.2561, pruned_loss=0.03777, over 12364.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.02925, over 51.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.287, pruned_loss=0.05228, over 2477320.51 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06804, over 24821.93 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2827, pruned_loss=0.04958, over 2433985.87 frames. utt_duration=1304 frames, utt_pad_proportion=0.0428, over 7472.08 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2881, pruned_loss=0.05283, over 2478756.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06806, over 26627.87 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 04:08:52,859 INFO [train.py:927] (4/8) Epoch 18, batch 8650, giga_loss[loss=0.1834, simple_loss=0.2726, pruned_loss=0.04714, over 12412.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05074, over 2477133.48 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06573, over 24307.65 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2826, pruned_loss=0.04966, over 2434457.69 frames. utt_duration=1307 frames, utt_pad_proportion=0.04221, over 7457.74 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2831, pruned_loss=0.05116, over 2478601.67 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06615, over 26055.83 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 04:10:42,993 INFO [train.py:927] (4/8) Epoch 18, batch 8700, giga_loss[loss=0.1992, simple_loss=0.284, pruned_loss=0.05718, over 12407.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06941, over 212.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2815, pruned_loss=0.05072, over 2477040.48 frames. utt_duration=397 frames, utt_pad_proportion=0.07041, over 25035.69 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2823, pruned_loss=0.04956, over 2434576.40 frames. utt_duration=1309 frames, utt_pad_proportion=0.04209, over 7448.45 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2824, pruned_loss=0.05114, over 2478272.34 frames. utt_duration=375.4 frames, utt_pad_proportion=0.07056, over 26489.84 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 04:12:46,674 INFO [train.py:927] (4/8) Epoch 18, batch 8750, giga_loss[loss=0.1696, simple_loss=0.2668, pruned_loss=0.03617, over 12320.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03552, over 51.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2802, pruned_loss=0.04982, over 2477419.57 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06996, over 24807.69 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2825, pruned_loss=0.04961, over 2434800.52 frames. utt_duration=1304 frames, utt_pad_proportion=0.04284, over 7476.21 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2809, pruned_loss=0.0501, over 2478373.02 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06998, over 26001.14 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 04:14:57,960 INFO [train.py:927] (4/8) Epoch 18, batch 8800, giga_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05753, over 12455.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02825, over 80.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2795, pruned_loss=0.0496, over 2478056.04 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06925, over 24625.48 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2827, pruned_loss=0.04979, over 2435746.22 frames. utt_duration=1306 frames, utt_pad_proportion=0.042, over 7469.35 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2798, pruned_loss=0.04966, over 2478940.33 frames. utt_duration=382.7 frames, utt_pad_proportion=0.0697, over 25993.32 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 04:17:08,927 INFO [train.py:927] (4/8) Epoch 18, batch 8850, giga_loss[loss=0.1777, simple_loss=0.271, pruned_loss=0.04217, over 12444.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2789, pruned_loss=0.04915, over 2478181.50 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06773, over 24266.17 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2827, pruned_loss=0.0498, over 2436281.06 frames. utt_duration=1306 frames, utt_pad_proportion=0.04164, over 7468.33 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.279, pruned_loss=0.04919, over 2478963.06 frames. utt_duration=389 frames, utt_pad_proportion=0.06835, over 25567.69 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 04:19:06,355 INFO [train.py:927] (4/8) Epoch 18, batch 8900, giga_loss[loss=0.2132, simple_loss=0.3179, pruned_loss=0.05427, over 12365.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2779, pruned_loss=0.04861, over 2477977.87 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06866, over 24657.27 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2827, pruned_loss=0.04978, over 2436541.65 frames. utt_duration=1306 frames, utt_pad_proportion=0.04147, over 7469.99 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.278, pruned_loss=0.04865, over 2478540.54 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06919, over 25754.13 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 04:21:08,547 INFO [train.py:927] (4/8) Epoch 18, batch 8950, giga_loss[loss=0.1946, simple_loss=0.2979, pruned_loss=0.04565, over 12389.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.0361, over 75.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2813, pruned_loss=0.04902, over 2478194.03 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06654, over 24293.17 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2832, pruned_loss=0.04983, over 2437443.23 frames. utt_duration=1302 frames, utt_pad_proportion=0.04163, over 7497.99 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2809, pruned_loss=0.04899, over 2478765.86 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06722, over 25535.62 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 04:23:08,723 INFO [train.py:927] (4/8) Epoch 18, batch 9000, libri_loss[loss=0.1601, simple_loss=0.2524, pruned_loss=0.03389, over 12123.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006446, over 32.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2811, pruned_loss=0.0484, over 2478343.33 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06725, over 24390.19 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2826, pruned_loss=0.04955, over 2438341.48 frames. utt_duration=1307 frames, utt_pad_proportion=0.0409, over 7472.87 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2812, pruned_loss=0.0486, over 2478911.12 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06811, over 25794.88 utterances.], batch size: 32, lr: 2.23e-04
2022-09-01 04:23:08,723 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 04:23:22,554 INFO [train.py:967] (4/8) 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 04:25:27,500 INFO [train.py:927] (4/8) Epoch 18, batch 9050, giga_loss[loss=0.182, simple_loss=0.2729, pruned_loss=0.04552, over 12178.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03512, over 39.00 utterances.], tot_loss[loss=0.188, simple_loss=0.28, pruned_loss=0.04797, over 2477707.03 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06482, over 24001.21 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2826, pruned_loss=0.04957, over 2438733.90 frames. utt_duration=1306 frames, utt_pad_proportion=0.04066, over 7475.26 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2801, pruned_loss=0.0481, over 2478542.91 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06585, over 25421.74 utterances.], batch size: 39, lr: 2.23e-04
2022-09-01 04:27:29,234 INFO [train.py:927] (4/8) Epoch 18, batch 9100, giga_loss[loss=0.1843, simple_loss=0.277, pruned_loss=0.04585, over 12399.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.0292, over 58.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2786, pruned_loss=0.04771, over 2477660.11 frames. utt_duration=418.2 frames, utt_pad_proportion=0.066, over 23766.62 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2826, pruned_loss=0.04963, over 2439589.61 frames. utt_duration=1295 frames, utt_pad_proportion=0.0447, over 7546.55 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2786, pruned_loss=0.04774, over 2478254.21 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06597, over 25125.71 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 04:29:33,067 INFO [train.py:927] (4/8) Epoch 18, batch 9150, giga_loss[loss=0.2062, simple_loss=0.2974, pruned_loss=0.05748, over 12433.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02967, over 122.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2809, pruned_loss=0.04881, over 2477298.96 frames. utt_duration=422 frames, utt_pad_proportion=0.06379, over 23548.14 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2827, pruned_loss=0.04953, over 2440673.76 frames. utt_duration=1298 frames, utt_pad_proportion=0.04334, over 7532.73 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2808, pruned_loss=0.04888, over 2478175.94 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06448, over 25252.38 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:31:32,998 INFO [train.py:927] (4/8) Epoch 18, batch 9200, giga_loss[loss=0.2159, simple_loss=0.3107, pruned_loss=0.06053, over 12353.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05041, over 2477630.05 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06707, over 24656.82 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2825, pruned_loss=0.04951, over 2441262.89 frames. utt_duration=1301 frames, utt_pad_proportion=0.0427, over 7517.11 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2828, pruned_loss=0.05047, over 2478453.18 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06765, over 26304.35 utterances.], batch size: 97, lr: 2.23e-04
2022-09-01 04:33:37,357 INFO [train.py:927] (4/8) Epoch 18, batch 9250, giga_loss[loss=0.1804, simple_loss=0.2723, pruned_loss=0.04424, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02143, over 45.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2862, pruned_loss=0.05191, over 2477538.00 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06668, over 25197.86 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2823, pruned_loss=0.04944, over 2441644.91 frames. utt_duration=1304 frames, utt_pad_proportion=0.04211, over 7500.90 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2865, pruned_loss=0.05204, over 2478467.66 frames. utt_duration=371 frames, utt_pad_proportion=0.0674, over 26811.65 utterances.], batch size: 45, lr: 2.23e-04
2022-09-01 04:35:49,312 INFO [train.py:927] (4/8) Epoch 18, batch 9300, giga_loss[loss=0.1805, simple_loss=0.2687, pruned_loss=0.04611, over 12427.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2855, pruned_loss=0.05195, over 2478024.50 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06953, over 26245.86 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2824, pruned_loss=0.04952, over 2442387.24 frames. utt_duration=1306 frames, utt_pad_proportion=0.04133, over 7489.56 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2856, pruned_loss=0.05205, over 2478907.35 frames. utt_duration=355.7 frames, utt_pad_proportion=0.07029, over 27966.47 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 04:37:46,922 INFO [train.py:927] (4/8) Epoch 18, batch 9350, giga_loss[loss=0.1911, simple_loss=0.2804, pruned_loss=0.05093, over 12420.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2846, pruned_loss=0.05141, over 2477966.66 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06662, over 25221.60 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2823, pruned_loss=0.04949, over 2442749.37 frames. utt_duration=1309 frames, utt_pad_proportion=0.04084, over 7474.88 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2848, pruned_loss=0.05153, over 2478953.26 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06765, over 26909.95 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 04:39:50,986 INFO [train.py:927] (4/8) Epoch 18, batch 9400, giga_loss[loss=0.2215, simple_loss=0.2974, pruned_loss=0.07284, over 12420.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09974, over 257.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2829, pruned_loss=0.05087, over 2477187.87 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06783, over 24825.90 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2823, pruned_loss=0.04945, over 2443074.46 frames. utt_duration=1312 frames, utt_pad_proportion=0.04013, over 7457.13 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2832, pruned_loss=0.05105, over 2478476.62 frames. utt_duration=374.2 frames, utt_pad_proportion=0.06893, over 26577.64 utterances.], batch size: 257, lr: 2.23e-04
2022-09-01 04:41:53,105 INFO [train.py:927] (4/8) Epoch 18, batch 9450, giga_loss[loss=0.2118, simple_loss=0.3096, pruned_loss=0.05701, over 12472.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02381, over 80.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2819, pruned_loss=0.04961, over 2477028.68 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06801, over 24123.08 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2821, pruned_loss=0.04937, over 2443025.91 frames. utt_duration=1315 frames, utt_pad_proportion=0.03989, over 7441.60 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04984, over 2478406.94 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06903, over 25674.49 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 04:43:43,064 INFO [train.py:927] (4/8) Epoch 18, batch 9500, giga_loss[loss=0.1818, simple_loss=0.2824, pruned_loss=0.04055, over 12355.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04697, over 146.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2829, pruned_loss=0.04863, over 2477353.07 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06603, over 23450.33 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2822, pruned_loss=0.04952, over 2443802.66 frames. utt_duration=1299 frames, utt_pad_proportion=0.04502, over 7536.37 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2831, pruned_loss=0.04868, over 2478505.70 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06589, over 24947.39 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 04:45:54,322 INFO [train.py:927] (4/8) Epoch 18, batch 9550, giga_loss[loss=0.1928, simple_loss=0.2906, pruned_loss=0.04753, over 12419.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.02838, over 122.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2826, pruned_loss=0.04873, over 2477254.63 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07087, over 24234.69 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2819, pruned_loss=0.04949, over 2444219.70 frames. utt_duration=1302 frames, utt_pad_proportion=0.04442, over 7517.68 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.283, pruned_loss=0.04877, over 2478373.85 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07071, over 25700.87 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:48:05,085 INFO [train.py:927] (4/8) Epoch 18, batch 9600, giga_loss[loss=0.182, simple_loss=0.2789, pruned_loss=0.04262, over 12475.00 frames. utt_duration=704 frames, utt_pad_proportion=0.03433, over 71.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2829, pruned_loss=0.04867, over 2477418.56 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07156, over 24766.66 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2818, pruned_loss=0.0494, over 2444816.23 frames. utt_duration=1306 frames, utt_pad_proportion=0.0434, over 7496.42 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2833, pruned_loss=0.04878, over 2478688.34 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07188, over 26429.69 utterances.], batch size: 71, lr: 2.23e-04
2022-09-01 04:50:23,236 INFO [train.py:927] (4/8) Epoch 18, batch 9650, giga_loss[loss=0.2053, simple_loss=0.3046, pruned_loss=0.05296, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.285, pruned_loss=0.04876, over 2477645.49 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06726, over 24251.50 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2821, pruned_loss=0.04937, over 2445515.70 frames. utt_duration=1309 frames, utt_pad_proportion=0.04261, over 7481.24 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2851, pruned_loss=0.04883, over 2478735.58 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06813, over 25981.94 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 04:52:48,214 INFO [train.py:927] (4/8) Epoch 18, batch 9700, giga_loss[loss=0.1947, simple_loss=0.2811, pruned_loss=0.05412, over 12463.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02908, over 80.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2858, pruned_loss=0.04895, over 2477580.59 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06435, over 23724.83 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2822, pruned_loss=0.04929, over 2445857.38 frames. utt_duration=1310 frames, utt_pad_proportion=0.04228, over 7476.43 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2858, pruned_loss=0.04908, over 2478422.76 frames. utt_duration=394 frames, utt_pad_proportion=0.06537, over 25235.67 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 04:55:04,667 INFO [train.py:927] (4/8) Epoch 18, batch 9750, giga_loss[loss=0.1792, simple_loss=0.2652, pruned_loss=0.04664, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03388, over 40.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2843, pruned_loss=0.04841, over 2478120.76 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0606, over 23360.57 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.282, pruned_loss=0.0492, over 2446247.86 frames. utt_duration=1310 frames, utt_pad_proportion=0.04217, over 7476.40 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2846, pruned_loss=0.04857, over 2478851.54 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06171, over 24770.93 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 04:57:02,932 INFO [train.py:927] (4/8) Epoch 18, batch 9800, giga_loss[loss=0.1841, simple_loss=0.2795, pruned_loss=0.04429, over 12454.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2844, pruned_loss=0.04847, over 2478149.24 frames. utt_duration=426.9 frames, utt_pad_proportion=0.0603, over 23285.46 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2819, pruned_loss=0.0492, over 2446923.68 frames. utt_duration=1310 frames, utt_pad_proportion=0.04219, over 7479.34 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2847, pruned_loss=0.04857, over 2478976.78 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06136, over 24829.57 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 04:58:55,567 INFO [train.py:927] (4/8) Epoch 18, batch 9850, libri_loss[loss=0.2177, simple_loss=0.3131, pruned_loss=0.0612, over 12367.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02371, over 43.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2865, pruned_loss=0.04952, over 2477665.51 frames. utt_duration=425.7 frames, utt_pad_proportion=0.05915, over 23346.78 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2819, pruned_loss=0.04917, over 2447098.82 frames. utt_duration=1311 frames, utt_pad_proportion=0.04176, over 7476.21 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2868, pruned_loss=0.04963, over 2478596.20 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06023, over 24792.83 utterances.], batch size: 43, lr: 2.23e-04
2022-09-01 05:00:53,196 INFO [train.py:927] (4/8) Epoch 18, batch 9900, giga_loss[loss=0.2548, simple_loss=0.3196, pruned_loss=0.09498, over 12405.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03176, over 80.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2849, pruned_loss=0.04965, over 2477730.12 frames. utt_duration=427.4 frames, utt_pad_proportion=0.0575, over 23256.09 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2818, pruned_loss=0.0492, over 2447610.65 frames. utt_duration=1312 frames, utt_pad_proportion=0.04127, over 7468.12 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2853, pruned_loss=0.0497, over 2478406.70 frames. utt_duration=403.7 frames, utt_pad_proportion=0.05865, over 24630.56 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 05:02:35,404 INFO [train.py:927] (4/8) Epoch 18, batch 9950, giga_loss[loss=0.2118, simple_loss=0.3083, pruned_loss=0.05766, over 12375.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02801, over 91.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2886, pruned_loss=0.05188, over 2477187.20 frames. utt_duration=438.4 frames, utt_pad_proportion=0.05804, over 22662.83 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2819, pruned_loss=0.04935, over 2448197.63 frames. utt_duration=1314 frames, utt_pad_proportion=0.04023, over 7460.85 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2889, pruned_loss=0.05181, over 2478111.53 frames. utt_duration=410.1 frames, utt_pad_proportion=0.05938, over 24241.22 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 05:04:16,473 INFO [train.py:927] (4/8) Epoch 18, batch 10000, giga_loss[loss=0.2057, simple_loss=0.296, pruned_loss=0.05771, over 12389.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07334, over 212.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2917, pruned_loss=0.05353, over 2476591.16 frames. utt_duration=456.2 frames, utt_pad_proportion=0.05961, over 21773.15 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2814, pruned_loss=0.0492, over 2448330.85 frames. utt_duration=1318 frames, utt_pad_proportion=0.03984, over 7440.02 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2925, pruned_loss=0.05367, over 2477600.53 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06078, over 23240.35 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 05:05:58,136 INFO [train.py:927] (4/8) Epoch 18, batch 10050, giga_loss[loss=0.1663, simple_loss=0.2491, pruned_loss=0.04174, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02589, over 45.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2869, pruned_loss=0.05224, over 2475291.19 frames. utt_duration=465.1 frames, utt_pad_proportion=0.05952, over 21346.42 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2811, pruned_loss=0.0492, over 2448385.31 frames. utt_duration=1321 frames, utt_pad_proportion=0.03929, over 7419.37 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.288, pruned_loss=0.05241, over 2476521.48 frames. utt_duration=436.3 frames, utt_pad_proportion=0.06073, over 22769.93 utterances.], batch size: 45, lr: 2.23e-04
2022-09-01 05:07:38,947 INFO [train.py:927] (4/8) Epoch 18, batch 10100, giga_loss[loss=0.1462, simple_loss=0.2337, pruned_loss=0.0294, over 12370.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02703, over 66.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2794, pruned_loss=0.04968, over 2475521.40 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06257, over 20827.95 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2809, pruned_loss=0.04907, over 2448550.93 frames. utt_duration=1323 frames, utt_pad_proportion=0.03874, over 7411.79 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2806, pruned_loss=0.04998, over 2476964.88 frames. utt_duration=446.3 frames, utt_pad_proportion=0.06366, over 22265.52 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 05:09:20,719 INFO [train.py:927] (4/8) Epoch 18, batch 10150, giga_loss[loss=0.155, simple_loss=0.2504, pruned_loss=0.02986, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02728, over 70.00 utterances.], tot_loss[loss=0.184, simple_loss=0.2723, pruned_loss=0.0478, over 2475464.98 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06118, over 20424.44 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.281, pruned_loss=0.04919, over 2448632.17 frames. utt_duration=1322 frames, utt_pad_proportion=0.03862, over 7415.73 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.273, pruned_loss=0.04792, over 2476647.39 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06222, over 21610.23 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 05:11:05,235 INFO [train.py:927] (4/8) Epoch 18, batch 10200, giga_loss[loss=0.1411, simple_loss=0.2311, pruned_loss=0.02549, over 12397.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02856, over 62.00 utterances.], tot_loss[loss=0.1806, simple_loss=0.2682, pruned_loss=0.04653, over 2475446.33 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06427, over 20188.79 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.281, pruned_loss=0.0493, over 2449638.67 frames. utt_duration=1326 frames, utt_pad_proportion=0.03767, over 7395.59 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2684, pruned_loss=0.04645, over 2476313.68 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06542, over 21559.18 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 05:12:49,045 INFO [train.py:927] (4/8) Epoch 18, batch 10250, giga_loss[loss=0.1649, simple_loss=0.2484, pruned_loss=0.04067, over 12338.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.1772, simple_loss=0.2639, pruned_loss=0.0453, over 2475182.03 frames. utt_duration=501.8 frames, utt_pad_proportion=0.0648, over 19784.81 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2812, pruned_loss=0.04928, over 2450552.78 frames. utt_duration=1324 frames, utt_pad_proportion=0.03694, over 7409.63 utterances.], giga_tot_loss[loss=0.1769, simple_loss=0.2635, pruned_loss=0.04515, over 2475745.77 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06621, over 21209.79 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 05:14:31,289 INFO [train.py:927] (4/8) Epoch 18, batch 10300, giga_loss[loss=0.1454, simple_loss=0.2342, pruned_loss=0.0283, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.1749, simple_loss=0.261, pruned_loss=0.04442, over 2474805.90 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06981, over 19911.05 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2817, pruned_loss=0.04939, over 2451545.79 frames. utt_duration=1310 frames, utt_pad_proportion=0.04188, over 7496.91 utterances.], giga_tot_loss[loss=0.1739, simple_loss=0.2596, pruned_loss=0.04407, over 2475128.01 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06943, over 21378.46 utterances.], batch size: 70, lr: 2.23e-04
2022-09-01 05:16:11,702 INFO [train.py:927] (4/8) Epoch 18, batch 10350, giga_loss[loss=0.1565, simple_loss=0.2446, pruned_loss=0.03417, over 12343.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 104.00 utterances.], tot_loss[loss=0.1706, simple_loss=0.2564, pruned_loss=0.04239, over 2474926.28 frames. utt_duration=524 frames, utt_pad_proportion=0.06751, over 18943.19 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2812, pruned_loss=0.04909, over 2452793.32 frames. utt_duration=1307 frames, utt_pad_proportion=0.04225, over 7514.52 utterances.], giga_tot_loss[loss=0.1696, simple_loss=0.2549, pruned_loss=0.04218, over 2474773.42 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06751, over 20492.67 utterances.], batch size: 104, lr: 2.23e-04
2022-09-01 05:17:52,881 INFO [train.py:927] (4/8) Epoch 18, batch 10400, giga_loss[loss=0.1751, simple_loss=0.2512, pruned_loss=0.04948, over 12363.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.1667, simple_loss=0.252, pruned_loss=0.04067, over 2474512.62 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07436, over 19364.14 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2804, pruned_loss=0.04861, over 2453183.57 frames. utt_duration=1315 frames, utt_pad_proportion=0.04117, over 7470.56 utterances.], giga_tot_loss[loss=0.166, simple_loss=0.2506, pruned_loss=0.04067, over 2474821.41 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07447, over 21062.59 utterances.], batch size: 369, lr: 2.23e-04
2022-09-01 05:19:34,595 INFO [train.py:927] (4/8) Epoch 18, batch 10450, libri_loss[loss=0.223, simple_loss=0.3136, pruned_loss=0.06617, over 12398.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03852, over 46.00 utterances.], tot_loss[loss=0.1739, simple_loss=0.2591, pruned_loss=0.04432, over 2474786.63 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07179, over 19561.97 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2802, pruned_loss=0.04855, over 2453440.32 frames. utt_duration=1318 frames, utt_pad_proportion=0.04058, over 7455.07 utterances.], giga_tot_loss[loss=0.173, simple_loss=0.2577, pruned_loss=0.0442, over 2475271.85 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07245, over 21187.06 utterances.], batch size: 46, lr: 2.23e-04
2022-09-01 05:21:18,786 INFO [train.py:927] (4/8) Epoch 18, batch 10500, libri_loss[loss=0.2074, simple_loss=0.2939, pruned_loss=0.06043, over 12213.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007288, over 31.00 utterances.], tot_loss[loss=0.1826, simple_loss=0.2686, pruned_loss=0.04829, over 2474006.03 frames. utt_duration=526.3 frames, utt_pad_proportion=0.07011, over 18856.45 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2797, pruned_loss=0.0485, over 2453677.13 frames. utt_duration=1321 frames, utt_pad_proportion=0.03974, over 7439.77 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2672, pruned_loss=0.04819, over 2475083.85 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07155, over 20699.52 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 05:23:02,466 INFO [train.py:927] (4/8) Epoch 18, batch 10550, giga_loss[loss=0.1951, simple_loss=0.2831, pruned_loss=0.05355, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03081, over 45.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.2739, pruned_loss=0.04963, over 2473600.99 frames. utt_duration=518.7 frames, utt_pad_proportion=0.07247, over 19127.90 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2797, pruned_loss=0.0484, over 2453827.18 frames. utt_duration=1318 frames, utt_pad_proportion=0.03978, over 7453.88 utterances.], giga_tot_loss[loss=0.186, simple_loss=0.2727, pruned_loss=0.04966, over 2474668.77 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07365, over 20782.07 utterances.], batch size: 45, lr: 2.23e-04
2022-09-01 05:24:47,113 INFO [train.py:927] (4/8) Epoch 18, batch 10600, giga_loss[loss=0.1973, simple_loss=0.28, pruned_loss=0.05724, over 12410.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0464, over 31.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2774, pruned_loss=0.05073, over 2473424.64 frames. utt_duration=527.3 frames, utt_pad_proportion=0.07194, over 18815.49 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2798, pruned_loss=0.04843, over 2454050.18 frames. utt_duration=1317 frames, utt_pad_proportion=0.0395, over 7461.59 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2762, pruned_loss=0.05075, over 2474501.82 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07331, over 20388.15 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 05:26:31,552 INFO [train.py:927] (4/8) Epoch 18, batch 10650, giga_loss[loss=0.2211, simple_loss=0.3104, pruned_loss=0.06589, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2811, pruned_loss=0.05317, over 2472335.47 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07279, over 18548.16 utterances.], libri_tot_loss[loss=0.1878, simple_loss=0.2793, pruned_loss=0.0482, over 2454187.68 frames. utt_duration=1322 frames, utt_pad_proportion=0.03899, over 7434.51 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2806, pruned_loss=0.05343, over 2473387.81 frames. utt_duration=496 frames, utt_pad_proportion=0.07416, over 20006.73 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 05:28:13,304 INFO [train.py:927] (4/8) Epoch 18, batch 10700, giga_loss[loss=0.2235, simple_loss=0.3126, pruned_loss=0.0672, over 12366.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.05501, over 2473033.11 frames. utt_duration=535.5 frames, utt_pad_proportion=0.07079, over 18522.62 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2795, pruned_loss=0.04813, over 2454737.48 frames. utt_duration=1319 frames, utt_pad_proportion=0.0388, over 7452.21 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2855, pruned_loss=0.05545, over 2473966.69 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0725, over 20029.59 utterances.], batch size: 145, lr: 2.23e-04
2022-09-01 05:29:55,778 INFO [train.py:927] (4/8) Epoch 18, batch 10750, giga_loss[loss=0.2229, simple_loss=0.3147, pruned_loss=0.06557, over 12406.00 frames. utt_duration=856.8 frames, utt_pad_proportion=0.02856, over 58.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05621, over 2472874.30 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06871, over 17987.98 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2798, pruned_loss=0.0484, over 2455079.03 frames. utt_duration=1316 frames, utt_pad_proportion=0.03902, over 7471.83 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2892, pruned_loss=0.05647, over 2473622.51 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07046, over 19365.94 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 05:31:38,598 INFO [train.py:927] (4/8) Epoch 18, batch 10800, giga_loss[loss=0.1915, simple_loss=0.2884, pruned_loss=0.04723, over 12371.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03158, over 104.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.291, pruned_loss=0.05579, over 2472891.54 frames. utt_duration=539.1 frames, utt_pad_proportion=0.07413, over 18397.92 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2801, pruned_loss=0.04849, over 2455234.63 frames. utt_duration=1302 frames, utt_pad_proportion=0.04352, over 7551.47 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2904, pruned_loss=0.05594, over 2473415.47 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07377, over 19453.47 utterances.], batch size: 104, lr: 2.23e-04
2022-09-01 05:33:22,173 INFO [train.py:927] (4/8) Epoch 18, batch 10850, giga_loss[loss=0.1818, simple_loss=0.2744, pruned_loss=0.04464, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03891, over 40.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2917, pruned_loss=0.05569, over 2471837.06 frames. utt_duration=569 frames, utt_pad_proportion=0.07309, over 17422.55 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2806, pruned_loss=0.04874, over 2455543.31 frames. utt_duration=1291 frames, utt_pad_proportion=0.04694, over 7615.48 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2912, pruned_loss=0.05587, over 2472695.06 frames. utt_duration=531.8 frames, utt_pad_proportion=0.07204, over 18651.76 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 05:35:07,173 INFO [train.py:927] (4/8) Epoch 18, batch 10900, giga_loss[loss=0.2131, simple_loss=0.301, pruned_loss=0.0626, over 12354.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02909, over 91.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2919, pruned_loss=0.05679, over 2471854.76 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06721, over 16489.06 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2801, pruned_loss=0.04853, over 2455733.50 frames. utt_duration=1297 frames, utt_pad_proportion=0.04636, over 7580.35 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2923, pruned_loss=0.05733, over 2472850.08 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06721, over 17794.36 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 05:36:52,048 INFO [train.py:927] (4/8) Epoch 18, batch 10950, giga_loss[loss=0.2158, simple_loss=0.292, pruned_loss=0.06981, over 12368.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02817, over 91.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2921, pruned_loss=0.05817, over 2471420.41 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06632, over 16179.04 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2801, pruned_loss=0.04853, over 2456016.46 frames. utt_duration=1300 frames, utt_pad_proportion=0.0457, over 7567.84 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.05877, over 2472264.94 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06677, over 17387.98 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 05:38:37,296 INFO [train.py:927] (4/8) Epoch 18, batch 11000, giga_loss[loss=0.2106, simple_loss=0.3034, pruned_loss=0.05888, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02665, over 48.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.291, pruned_loss=0.05779, over 2472179.58 frames. utt_duration=605.2 frames, utt_pad_proportion=0.06134, over 16379.82 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2799, pruned_loss=0.04846, over 2456071.81 frames. utt_duration=1303 frames, utt_pad_proportion=0.04534, over 7547.42 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2917, pruned_loss=0.05846, over 2473027.41 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06222, over 17484.07 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 05:40:21,269 INFO [train.py:927] (4/8) Epoch 18, batch 11050, giga_loss[loss=0.1971, simple_loss=0.2797, pruned_loss=0.05725, over 12428.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03142, over 80.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2894, pruned_loss=0.05681, over 2472071.28 frames. utt_duration=581.5 frames, utt_pad_proportion=0.06712, over 17048.41 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2801, pruned_loss=0.04852, over 2455947.21 frames. utt_duration=1294 frames, utt_pad_proportion=0.04827, over 7600.31 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2901, pruned_loss=0.05753, over 2473262.01 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0667, over 18113.64 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 05:42:05,180 INFO [train.py:927] (4/8) Epoch 18, batch 11100, libri_loss[loss=0.2114, simple_loss=0.3109, pruned_loss=0.05595, over 12270.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.06693, over 51.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2864, pruned_loss=0.05591, over 2472802.88 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06749, over 17620.58 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2808, pruned_loss=0.04886, over 2456570.14 frames. utt_duration=1269 frames, utt_pad_proportion=0.05401, over 7749.57 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2865, pruned_loss=0.05643, over 2473699.31 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06527, over 18665.12 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 05:43:49,828 INFO [train.py:927] (4/8) Epoch 18, batch 11150, giga_loss[loss=0.1839, simple_loss=0.2802, pruned_loss=0.0438, over 12416.00 frames. utt_duration=753.9 frames, utt_pad_proportion=0.02341, over 66.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2832, pruned_loss=0.05513, over 2473700.99 frames. utt_duration=541 frames, utt_pad_proportion=0.06874, over 18340.55 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2809, pruned_loss=0.04884, over 2457241.77 frames. utt_duration=1271 frames, utt_pad_proportion=0.05316, over 7740.58 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2832, pruned_loss=0.05567, over 2474105.68 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06735, over 19356.63 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 05:45:33,998 INFO [train.py:927] (4/8) Epoch 18, batch 11200, giga_loss[loss=0.1816, simple_loss=0.2633, pruned_loss=0.04994, over 12394.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03025, over 62.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2822, pruned_loss=0.05476, over 2473437.10 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06969, over 18279.68 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2809, pruned_loss=0.04877, over 2457500.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05254, over 7731.54 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2823, pruned_loss=0.05534, over 2473750.66 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06889, over 19244.39 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 05:47:17,131 INFO [train.py:927] (4/8) Epoch 18, batch 11250, giga_loss[loss=0.1638, simple_loss=0.252, pruned_loss=0.03776, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2802, pruned_loss=0.05393, over 2472638.89 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06371, over 17205.84 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2809, pruned_loss=0.04873, over 2457139.05 frames. utt_duration=1276 frames, utt_pad_proportion=0.05195, over 7713.68 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2803, pruned_loss=0.05449, over 2473441.10 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06361, over 18120.02 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 05:48:58,896 INFO [train.py:927] (4/8) Epoch 18, batch 11300, giga_loss[loss=0.1838, simple_loss=0.2573, pruned_loss=0.05511, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03266, over 39.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2774, pruned_loss=0.05285, over 2472429.10 frames. utt_duration=602.4 frames, utt_pad_proportion=0.05903, over 16458.99 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2809, pruned_loss=0.04869, over 2457711.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.05083, over 7695.53 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2774, pruned_loss=0.05346, over 2472973.88 frames. utt_duration=568 frames, utt_pad_proportion=0.05972, over 17460.43 utterances.], batch size: 39, lr: 2.23e-04
2022-09-01 05:50:40,294 INFO [train.py:927] (4/8) Epoch 18, batch 11350, libri_loss[loss=0.1974, simple_loss=0.2899, pruned_loss=0.05244, over 12239.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006187, over 34.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.275, pruned_loss=0.05187, over 2472300.09 frames. utt_duration=623.9 frames, utt_pad_proportion=0.05481, over 15888.02 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.281, pruned_loss=0.04877, over 2457641.20 frames. utt_duration=1283 frames, utt_pad_proportion=0.04971, over 7671.82 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2748, pruned_loss=0.0524, over 2473254.97 frames. utt_duration=585 frames, utt_pad_proportion=0.05615, over 16954.78 utterances.], batch size: 34, lr: 2.23e-04
2022-09-01 05:52:19,953 INFO [train.py:927] (4/8) Epoch 18, batch 11400, giga_loss[loss=0.1661, simple_loss=0.2533, pruned_loss=0.03939, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03817, over 123.00 utterances.], tot_loss[loss=0.1867, simple_loss=0.2718, pruned_loss=0.05084, over 2471855.44 frames. utt_duration=657 frames, utt_pad_proportion=0.05054, over 15084.18 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2806, pruned_loss=0.04861, over 2457780.30 frames. utt_duration=1289 frames, utt_pad_proportion=0.04866, over 7635.28 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2718, pruned_loss=0.05146, over 2472879.86 frames. utt_duration=612.9 frames, utt_pad_proportion=0.0524, over 16178.62 utterances.], batch size: 123, lr: 2.23e-04
2022-09-01 05:54:02,681 INFO [train.py:927] (4/8) Epoch 18, batch 11450, giga_loss[loss=0.174, simple_loss=0.2571, pruned_loss=0.04543, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2702, pruned_loss=0.05043, over 2471206.56 frames. utt_duration=680.7 frames, utt_pad_proportion=0.05008, over 14554.03 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.281, pruned_loss=0.04895, over 2458278.03 frames. utt_duration=1280 frames, utt_pad_proportion=0.05127, over 7693.38 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2694, pruned_loss=0.05069, over 2472136.10 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05051, over 15687.59 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 05:55:45,695 INFO [train.py:927] (4/8) Epoch 18, batch 11500, giga_loss[loss=0.2532, simple_loss=0.3286, pruned_loss=0.08887, over 12393.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.0785, over 213.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2714, pruned_loss=0.05127, over 2470502.45 frames. utt_duration=652.2 frames, utt_pad_proportion=0.0548, over 15186.58 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2805, pruned_loss=0.0487, over 2458132.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.05112, over 7682.88 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2709, pruned_loss=0.05174, over 2471727.64 frames. utt_duration=608 frames, utt_pad_proportion=0.05491, over 16300.40 utterances.], batch size: 213, lr: 2.23e-04
2022-09-01 05:57:30,106 INFO [train.py:927] (4/8) Epoch 18, batch 11550, giga_loss[loss=0.2586, simple_loss=0.3284, pruned_loss=0.09439, over 12355.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.208, over 371.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2753, pruned_loss=0.0535, over 2470829.48 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05967, over 15794.84 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2805, pruned_loss=0.04869, over 2458184.70 frames. utt_duration=1282 frames, utt_pad_proportion=0.05072, over 7676.06 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2748, pruned_loss=0.05392, over 2471867.93 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05969, over 16755.75 utterances.], batch size: 371, lr: 2.23e-04
2022-09-01 05:59:13,981 INFO [train.py:927] (4/8) Epoch 18, batch 11600, giga_loss[loss=0.2159, simple_loss=0.2979, pruned_loss=0.06696, over 12428.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04788, over 34.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2809, pruned_loss=0.05601, over 2472312.68 frames. utt_duration=592.8 frames, utt_pad_proportion=0.063, over 16723.64 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.04872, over 2458352.17 frames. utt_duration=1284 frames, utt_pad_proportion=0.05021, over 7665.97 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2806, pruned_loss=0.0564, over 2473162.66 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06312, over 17599.42 utterances.], batch size: 34, lr: 2.23e-04
2022-09-01 06:00:56,682 INFO [train.py:927] (4/8) Epoch 18, batch 11650, giga_loss[loss=0.1879, simple_loss=0.2833, pruned_loss=0.0462, over 12391.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03044, over 62.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2863, pruned_loss=0.05792, over 2473171.61 frames. utt_duration=535.8 frames, utt_pad_proportion=0.07536, over 18514.86 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2805, pruned_loss=0.04871, over 2458648.50 frames. utt_duration=1285 frames, utt_pad_proportion=0.04952, over 7659.60 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.286, pruned_loss=0.05838, over 2473835.91 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07533, over 19389.40 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 06:02:39,955 INFO [train.py:927] (4/8) Epoch 18, batch 11700, giga_loss[loss=0.1728, simple_loss=0.2672, pruned_loss=0.03919, over 12342.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03587, over 104.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2893, pruned_loss=0.05828, over 2472891.29 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07456, over 19020.42 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.281, pruned_loss=0.04896, over 2458803.13 frames. utt_duration=1286 frames, utt_pad_proportion=0.0488, over 7659.38 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2887, pruned_loss=0.05859, over 2473526.77 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07502, over 19904.97 utterances.], batch size: 104, lr: 2.23e-04
2022-09-01 06:04:27,773 INFO [train.py:927] (4/8) Epoch 18, batch 11750, giga_loss[loss=0.2037, simple_loss=0.2936, pruned_loss=0.05691, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02478, over 48.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2879, pruned_loss=0.05618, over 2472792.16 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06887, over 18176.52 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2811, pruned_loss=0.04887, over 2458675.77 frames. utt_duration=1291 frames, utt_pad_proportion=0.04797, over 7624.26 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2875, pruned_loss=0.05668, over 2473742.83 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06995, over 19152.27 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 06:06:12,016 INFO [train.py:927] (4/8) Epoch 18, batch 11800, giga_loss[loss=0.194, simple_loss=0.2958, pruned_loss=0.04614, over 12395.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02854, over 62.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2889, pruned_loss=0.05629, over 2473122.03 frames. utt_duration=561 frames, utt_pad_proportion=0.06654, over 17680.91 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2811, pruned_loss=0.04892, over 2458978.12 frames. utt_duration=1294 frames, utt_pad_proportion=0.04742, over 7610.96 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2886, pruned_loss=0.05673, over 2473795.76 frames. utt_duration=533.8 frames, utt_pad_proportion=0.0678, over 18588.65 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 06:07:55,783 INFO [train.py:927] (4/8) Epoch 18, batch 11850, giga_loss[loss=0.2287, simple_loss=0.3171, pruned_loss=0.07019, over 12394.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2915, pruned_loss=0.05811, over 2472078.50 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06618, over 17941.66 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2812, pruned_loss=0.04902, over 2459064.41 frames. utt_duration=1291 frames, utt_pad_proportion=0.04777, over 7628.40 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2914, pruned_loss=0.05856, over 2472856.86 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06724, over 18880.86 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 06:09:38,206 INFO [train.py:927] (4/8) Epoch 18, batch 11900, giga_loss[loss=0.2191, simple_loss=0.3016, pruned_loss=0.06834, over 12430.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05425, over 162.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.292, pruned_loss=0.05911, over 2472435.14 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06413, over 17460.71 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04884, over 2459508.62 frames. utt_duration=1298 frames, utt_pad_proportion=0.04639, over 7586.90 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2929, pruned_loss=0.06, over 2473132.12 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06588, over 18629.50 utterances.], batch size: 162, lr: 2.23e-04
2022-09-01 06:11:24,212 INFO [train.py:927] (4/8) Epoch 18, batch 11950, giga_loss[loss=0.2141, simple_loss=0.3033, pruned_loss=0.0624, over 12416.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04348, over 26.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05872, over 2472171.20 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06198, over 16509.49 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2798, pruned_loss=0.04844, over 2459298.80 frames. utt_duration=1305 frames, utt_pad_proportion=0.04506, over 7545.32 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2934, pruned_loss=0.06017, over 2473397.67 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06438, over 17835.80 utterances.], batch size: 26, lr: 2.23e-04
2022-09-01 06:13:08,280 INFO [train.py:927] (4/8) Epoch 18, batch 12000, giga_loss[loss=0.2184, simple_loss=0.3006, pruned_loss=0.06813, over 12142.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.03758, over 28.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.293, pruned_loss=0.05934, over 2472504.54 frames. utt_duration=605.2 frames, utt_pad_proportion=0.06604, over 16382.95 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2805, pruned_loss=0.04879, over 2459387.23 frames. utt_duration=1275 frames, utt_pad_proportion=0.05439, over 7722.92 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.06045, over 2473752.79 frames. utt_duration=566.4 frames, utt_pad_proportion=0.0642, over 17517.16 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 06:13:08,281 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 06:13:22,580 INFO [train.py:967] (4/8) 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 06:15:04,729 INFO [train.py:927] (4/8) Epoch 18, batch 12050, libri_loss[loss=0.1878, simple_loss=0.2848, pruned_loss=0.04543, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005743, over 32.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2938, pruned_loss=0.06009, over 2473279.30 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06169, over 16145.26 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2806, pruned_loss=0.04875, over 2459606.03 frames. utt_duration=1278 frames, utt_pad_proportion=0.05376, over 7708.13 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2949, pruned_loss=0.06115, over 2474241.14 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06074, over 17173.70 utterances.], batch size: 32, lr: 2.23e-04
2022-09-01 06:16:45,544 INFO [train.py:927] (4/8) Epoch 18, batch 12100, libri_loss[loss=0.2203, simple_loss=0.3056, pruned_loss=0.06752, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01354, over 40.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2927, pruned_loss=0.0598, over 2472072.40 frames. utt_duration=617 frames, utt_pad_proportion=0.06107, over 16065.02 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2806, pruned_loss=0.04874, over 2459724.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.05246, over 7694.49 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06102, over 2473138.21 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06099, over 17176.76 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 06:18:25,198 INFO [train.py:927] (4/8) Epoch 18, batch 12150, giga_loss[loss=0.2725, simple_loss=0.3506, pruned_loss=0.0972, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07027, over 212.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2933, pruned_loss=0.06056, over 2472222.21 frames. utt_duration=624.8 frames, utt_pad_proportion=0.05936, over 15865.27 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2805, pruned_loss=0.04872, over 2460009.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.05294, over 7723.00 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2946, pruned_loss=0.06185, over 2473136.31 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05931, over 16946.23 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 06:20:07,660 INFO [train.py:927] (4/8) Epoch 18, batch 12200, giga_loss[loss=0.2082, simple_loss=0.2998, pruned_loss=0.05828, over 12448.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03455, over 98.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.294, pruned_loss=0.06066, over 2472415.43 frames. utt_duration=626.8 frames, utt_pad_proportion=0.05909, over 15817.10 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04883, over 2460383.76 frames. utt_duration=1275 frames, utt_pad_proportion=0.0522, over 7725.45 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2951, pruned_loss=0.0618, over 2473043.38 frames. utt_duration=589.8 frames, utt_pad_proportion=0.0594, over 16815.89 utterances.], batch size: 98, lr: 2.23e-04
2022-09-01 06:21:52,413 INFO [train.py:927] (4/8) Epoch 18, batch 12250, libri_loss[loss=0.1876, simple_loss=0.2766, pruned_loss=0.0493, over 12222.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006114, over 31.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.294, pruned_loss=0.06094, over 2472545.50 frames. utt_duration=629.9 frames, utt_pad_proportion=0.0592, over 15739.37 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2803, pruned_loss=0.04869, over 2460388.29 frames. utt_duration=1281 frames, utt_pad_proportion=0.05147, over 7694.20 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2955, pruned_loss=0.06216, over 2473267.93 frames. utt_duration=594 frames, utt_pad_proportion=0.05977, over 16698.56 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 06:23:31,584 INFO [train.py:927] (4/8) Epoch 18, batch 12300, libri_loss[loss=0.1613, simple_loss=0.2455, pruned_loss=0.03851, over 12120.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006815, over 32.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2923, pruned_loss=0.0603, over 2471650.42 frames. utt_duration=625.1 frames, utt_pad_proportion=0.05887, over 15854.74 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2801, pruned_loss=0.04878, over 2459896.98 frames. utt_duration=1287 frames, utt_pad_proportion=0.05004, over 7654.90 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2943, pruned_loss=0.06183, over 2473300.99 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06011, over 17086.26 utterances.], batch size: 32, lr: 2.23e-04
2022-09-01 06:25:10,972 INFO [train.py:927] (4/8) Epoch 18, batch 12350, giga_loss[loss=0.166, simple_loss=0.2552, pruned_loss=0.03842, over 12352.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03188, over 51.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2904, pruned_loss=0.05977, over 2471478.83 frames. utt_duration=651.8 frames, utt_pad_proportion=0.05555, over 15201.13 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2803, pruned_loss=0.0489, over 2460079.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.04906, over 7643.69 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2922, pruned_loss=0.06113, over 2472899.81 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05728, over 16367.70 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:26:54,284 INFO [train.py:927] (4/8) Epoch 18, batch 12400, giga_loss[loss=0.1884, simple_loss=0.2678, pruned_loss=0.05448, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.02781, over 58.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2872, pruned_loss=0.05831, over 2470556.65 frames. utt_duration=649.8 frames, utt_pad_proportion=0.05895, over 15243.90 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2802, pruned_loss=0.04886, over 2460420.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.04818, over 7642.31 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.289, pruned_loss=0.05971, over 2471678.06 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06066, over 16386.39 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 06:28:33,970 INFO [train.py:927] (4/8) Epoch 18, batch 12450, giga_loss[loss=0.1965, simple_loss=0.288, pruned_loss=0.05255, over 12410.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03795, over 113.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2844, pruned_loss=0.05696, over 2471160.03 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06525, over 16262.94 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2799, pruned_loss=0.04877, over 2460571.82 frames. utt_duration=1291 frames, utt_pad_proportion=0.04749, over 7634.09 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2862, pruned_loss=0.05839, over 2472200.17 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06653, over 17399.32 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 06:30:15,665 INFO [train.py:927] (4/8) Epoch 18, batch 12500, giga_loss[loss=0.1994, simple_loss=0.2901, pruned_loss=0.05437, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2815, pruned_loss=0.05584, over 2471645.86 frames. utt_duration=613.5 frames, utt_pad_proportion=0.06055, over 16153.87 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.28, pruned_loss=0.04885, over 2460721.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.04676, over 7616.51 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2829, pruned_loss=0.05704, over 2472545.68 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06224, over 17230.31 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 06:31:57,608 INFO [train.py:927] (4/8) Epoch 18, batch 12550, giga_loss[loss=0.2049, simple_loss=0.2982, pruned_loss=0.0558, over 12419.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2831, pruned_loss=0.05624, over 2472175.72 frames. utt_duration=591.8 frames, utt_pad_proportion=0.0633, over 16753.01 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2801, pruned_loss=0.04891, over 2461062.49 frames. utt_duration=1296 frames, utt_pad_proportion=0.04607, over 7604.35 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2841, pruned_loss=0.05728, over 2472763.59 frames. utt_duration=557.3 frames, utt_pad_proportion=0.0649, over 17796.00 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 06:33:36,487 INFO [train.py:927] (4/8) Epoch 18, batch 12600, giga_loss[loss=0.2058, simple_loss=0.3012, pruned_loss=0.05516, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03835, over 105.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2843, pruned_loss=0.05568, over 2473040.81 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06308, over 17299.95 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2805, pruned_loss=0.04912, over 2461323.18 frames. utt_duration=1285 frames, utt_pad_proportion=0.04954, over 7671.20 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2849, pruned_loss=0.05644, over 2473480.54 frames. utt_duration=544 frames, utt_pad_proportion=0.0633, over 18238.98 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 06:35:14,733 INFO [train.py:927] (4/8) Epoch 18, batch 12650, giga_loss[loss=0.1682, simple_loss=0.2556, pruned_loss=0.04042, over 12376.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04731, over 26.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2836, pruned_loss=0.05471, over 2472879.43 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06346, over 17695.70 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2802, pruned_loss=0.04909, over 2461151.28 frames. utt_duration=1286 frames, utt_pad_proportion=0.04888, over 7663.16 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2845, pruned_loss=0.05558, over 2473824.72 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06408, over 18820.91 utterances.], batch size: 26, lr: 2.22e-04
2022-09-01 06:36:59,104 INFO [train.py:927] (4/8) Epoch 18, batch 12700, giga_loss[loss=0.2272, simple_loss=0.3163, pruned_loss=0.0691, over 12385.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06448, over 183.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2837, pruned_loss=0.05496, over 2471691.80 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06411, over 17803.50 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2802, pruned_loss=0.04929, over 2460647.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.04794, over 7640.31 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2845, pruned_loss=0.05566, over 2473279.90 frames. utt_duration=521 frames, utt_pad_proportion=0.06504, over 19041.53 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 06:38:37,304 INFO [train.py:927] (4/8) Epoch 18, batch 12750, giga_loss[loss=0.2247, simple_loss=0.3001, pruned_loss=0.07466, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2854, pruned_loss=0.05574, over 2472403.12 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06488, over 18145.06 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2803, pruned_loss=0.04932, over 2460680.59 frames. utt_duration=1291 frames, utt_pad_proportion=0.04776, over 7635.11 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.286, pruned_loss=0.05628, over 2473663.90 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06565, over 19160.03 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 06:40:15,671 INFO [train.py:927] (4/8) Epoch 18, batch 12800, giga_loss[loss=0.1932, simple_loss=0.2802, pruned_loss=0.05311, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02615, over 45.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2876, pruned_loss=0.05629, over 2472641.85 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06219, over 17758.20 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2807, pruned_loss=0.04955, over 2460591.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.04777, over 7666.76 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2879, pruned_loss=0.05673, over 2474117.30 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06317, over 18880.87 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 06:41:53,246 INFO [train.py:927] (4/8) Epoch 18, batch 12850, giga_loss[loss=0.1796, simple_loss=0.2655, pruned_loss=0.04688, over 12332.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02593, over 45.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2879, pruned_loss=0.0562, over 2471898.86 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05776, over 17123.79 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2805, pruned_loss=0.04967, over 2460645.74 frames. utt_duration=1290 frames, utt_pad_proportion=0.04675, over 7640.17 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2884, pruned_loss=0.05661, over 2473361.86 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05934, over 18306.30 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 06:43:32,425 INFO [train.py:927] (4/8) Epoch 18, batch 12900, libri_loss[loss=0.2145, simple_loss=0.3056, pruned_loss=0.06174, over 12401.00 frames. utt_duration=974.2 frames, utt_pad_proportion=0.05599, over 51.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2885, pruned_loss=0.05713, over 2472184.86 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06356, over 17795.67 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2811, pruned_loss=0.05007, over 2460932.65 frames. utt_duration=1273 frames, utt_pad_proportion=0.05151, over 7739.72 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2886, pruned_loss=0.05721, over 2473233.87 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06296, over 18777.45 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 06:45:10,738 INFO [train.py:927] (4/8) Epoch 18, batch 12950, giga_loss[loss=0.1849, simple_loss=0.2728, pruned_loss=0.04857, over 12344.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2866, pruned_loss=0.05631, over 2472201.63 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06202, over 17608.61 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2815, pruned_loss=0.05034, over 2460916.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.0509, over 7734.66 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2863, pruned_loss=0.05623, over 2473207.95 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06189, over 18521.63 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 06:46:47,949 INFO [train.py:927] (4/8) Epoch 18, batch 13000, giga_loss[loss=0.2064, simple_loss=0.306, pruned_loss=0.05341, over 12381.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2875, pruned_loss=0.05631, over 2473101.94 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05928, over 18116.80 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2814, pruned_loss=0.05036, over 2461206.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.04996, over 7705.56 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2876, pruned_loss=0.05637, over 2473902.76 frames. utt_duration=519.4 frames, utt_pad_proportion=0.05972, over 19105.64 utterances.], batch size: 133, lr: 2.22e-04
2022-09-01 06:48:23,697 INFO [train.py:927] (4/8) Epoch 18, batch 13050, giga_loss[loss=0.1944, simple_loss=0.2896, pruned_loss=0.04962, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03334, over 75.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2885, pruned_loss=0.05632, over 2473388.94 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05779, over 18105.39 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2817, pruned_loss=0.0507, over 2461338.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05007, over 7720.47 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2884, pruned_loss=0.05617, over 2474093.30 frames. utt_duration=520.9 frames, utt_pad_proportion=0.05826, over 19051.97 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 06:50:02,537 INFO [train.py:927] (4/8) Epoch 18, batch 13100, giga_loss[loss=0.2021, simple_loss=0.2805, pruned_loss=0.06183, over 12364.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02987, over 85.00 utterances.], tot_loss[loss=0.2, simple_loss=0.287, pruned_loss=0.05645, over 2473728.00 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05919, over 18037.44 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2822, pruned_loss=0.05102, over 2461700.40 frames. utt_duration=1266 frames, utt_pad_proportion=0.05325, over 7786.13 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2867, pruned_loss=0.05622, over 2474342.18 frames. utt_duration=520.8 frames, utt_pad_proportion=0.05847, over 19059.57 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 06:51:38,733 INFO [train.py:927] (4/8) Epoch 18, batch 13150, giga_loss[loss=0.202, simple_loss=0.2905, pruned_loss=0.05671, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04363, over 146.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2863, pruned_loss=0.05714, over 2473785.86 frames. utt_duration=555 frames, utt_pad_proportion=0.05768, over 17877.06 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2824, pruned_loss=0.05143, over 2461972.60 frames. utt_duration=1271 frames, utt_pad_proportion=0.05142, over 7756.43 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.286, pruned_loss=0.05683, over 2474566.92 frames. utt_duration=517.6 frames, utt_pad_proportion=0.05791, over 19179.91 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 06:53:17,644 INFO [train.py:927] (4/8) Epoch 18, batch 13200, giga_loss[loss=0.1886, simple_loss=0.2765, pruned_loss=0.05038, over 12366.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2842, pruned_loss=0.05645, over 2474409.77 frames. utt_duration=548 frames, utt_pad_proportion=0.0582, over 18109.76 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2824, pruned_loss=0.05154, over 2462221.83 frames. utt_duration=1269 frames, utt_pad_proportion=0.0515, over 7767.44 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.284, pruned_loss=0.0562, over 2475040.51 frames. utt_duration=513.8 frames, utt_pad_proportion=0.05836, over 19324.69 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 06:54:56,903 INFO [train.py:927] (4/8) Epoch 18, batch 13250, giga_loss[loss=0.1532, simple_loss=0.2337, pruned_loss=0.03638, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.0436, over 31.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2803, pruned_loss=0.05491, over 2474713.46 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05785, over 18268.99 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2822, pruned_loss=0.05152, over 2461887.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.0511, over 7742.04 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2803, pruned_loss=0.05479, over 2475659.73 frames. utt_duration=512.2 frames, utt_pad_proportion=0.05818, over 19390.53 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 06:56:37,036 INFO [train.py:927] (4/8) Epoch 18, batch 13300, giga_loss[loss=0.2144, simple_loss=0.2906, pruned_loss=0.06904, over 12354.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1949, over 365.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2787, pruned_loss=0.05439, over 2474010.92 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05993, over 17845.11 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2821, pruned_loss=0.05171, over 2461814.23 frames. utt_duration=1283 frames, utt_pad_proportion=0.04959, over 7684.14 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2788, pruned_loss=0.05425, over 2475428.37 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06075, over 19289.86 utterances.], batch size: 365, lr: 2.22e-04
2022-09-01 06:58:18,783 INFO [train.py:927] (4/8) Epoch 18, batch 13350, giga_loss[loss=0.2109, simple_loss=0.2937, pruned_loss=0.06405, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03495, over 43.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.28, pruned_loss=0.05463, over 2474545.18 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05819, over 17275.88 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2821, pruned_loss=0.05209, over 2462147.10 frames. utt_duration=1287 frames, utt_pad_proportion=0.04858, over 7659.39 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.28, pruned_loss=0.05426, over 2475754.86 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05949, over 18779.62 utterances.], batch size: 43, lr: 2.22e-04
2022-09-01 06:59:57,312 INFO [train.py:927] (4/8) Epoch 18, batch 13400, giga_loss[loss=0.2073, simple_loss=0.2851, pruned_loss=0.06472, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2828, pruned_loss=0.05586, over 2474710.97 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05887, over 17088.88 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2824, pruned_loss=0.0525, over 2462454.89 frames. utt_duration=1282 frames, utt_pad_proportion=0.04916, over 7694.67 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2825, pruned_loss=0.05528, over 2475682.81 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05973, over 18463.96 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 07:01:41,001 INFO [train.py:927] (4/8) Epoch 18, batch 13450, giga_loss[loss=0.3257, simple_loss=0.3714, pruned_loss=0.14, over 12360.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2034, over 371.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2865, pruned_loss=0.05822, over 2474304.13 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06184, over 17238.45 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2825, pruned_loss=0.05272, over 2462631.95 frames. utt_duration=1279 frames, utt_pad_proportion=0.04905, over 7708.83 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2862, pruned_loss=0.05767, over 2475247.51 frames. utt_duration=534 frames, utt_pad_proportion=0.06247, over 18594.25 utterances.], batch size: 371, lr: 2.22e-04
2022-09-01 07:03:27,296 INFO [train.py:927] (4/8) Epoch 18, batch 13500, giga_loss[loss=0.2302, simple_loss=0.3223, pruned_loss=0.06902, over 12370.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03871, over 113.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2917, pruned_loss=0.06174, over 2474573.46 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06909, over 18125.57 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2826, pruned_loss=0.05288, over 2462757.40 frames. utt_duration=1281 frames, utt_pad_proportion=0.04848, over 7701.24 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2915, pruned_loss=0.06126, over 2475374.32 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06941, over 19337.94 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 07:05:13,136 INFO [train.py:927] (4/8) Epoch 18, batch 13550, giga_loss[loss=0.2239, simple_loss=0.3093, pruned_loss=0.06923, over 12267.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02784, over 54.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2974, pruned_loss=0.06502, over 2474165.60 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06755, over 18539.38 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2835, pruned_loss=0.05341, over 2463083.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.04823, over 7718.58 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06457, over 2474991.98 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06836, over 19951.28 utterances.], batch size: 54, lr: 2.22e-04
2022-09-01 07:06:55,499 INFO [train.py:927] (4/8) Epoch 18, batch 13600, giga_loss[loss=0.2336, simple_loss=0.3196, pruned_loss=0.07378, over 12377.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03501, over 80.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3038, pruned_loss=0.06934, over 2474538.10 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06615, over 19021.04 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2834, pruned_loss=0.05339, over 2463190.83 frames. utt_duration=1280 frames, utt_pad_proportion=0.04763, over 7709.16 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3038, pruned_loss=0.06924, over 2475313.77 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06719, over 20346.12 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 07:08:42,214 INFO [train.py:927] (4/8) Epoch 18, batch 13650, libri_loss[loss=0.1967, simple_loss=0.2935, pruned_loss=0.04992, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008054, over 37.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3082, pruned_loss=0.07316, over 2474739.43 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07461, over 20372.53 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2836, pruned_loss=0.0535, over 2463352.30 frames. utt_duration=1281 frames, utt_pad_proportion=0.04692, over 7698.06 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3084, pruned_loss=0.07334, over 2475417.53 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07532, over 21660.01 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 07:10:28,539 INFO [train.py:927] (4/8) Epoch 18, batch 13700, giga_loss[loss=0.2022, simple_loss=0.297, pruned_loss=0.0537, over 12334.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03405, over 58.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3141, pruned_loss=0.0786, over 2474040.81 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08976, over 22375.93 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2835, pruned_loss=0.05366, over 2463627.08 frames. utt_duration=1284 frames, utt_pad_proportion=0.04659, over 7685.09 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3146, pruned_loss=0.07877, over 2474443.51 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08971, over 23504.04 utterances.], batch size: 58, lr: 2.22e-04
2022-09-01 07:12:21,446 INFO [train.py:927] (4/8) Epoch 18, batch 13750, giga_loss[loss=0.3055, simple_loss=0.3528, pruned_loss=0.1291, over 12359.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1978, over 366.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3163, pruned_loss=0.08135, over 2473779.92 frames. utt_duration=425 frames, utt_pad_proportion=0.09401, over 23361.18 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.284, pruned_loss=0.05401, over 2463712.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.0504, over 7763.42 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3171, pruned_loss=0.08187, over 2474304.98 frames. utt_duration=403.9 frames, utt_pad_proportion=0.09307, over 24594.97 utterances.], batch size: 366, lr: 2.22e-04
2022-09-01 07:14:06,144 INFO [train.py:927] (4/8) Epoch 18, batch 13800, giga_loss[loss=0.2451, simple_loss=0.3301, pruned_loss=0.0801, over 12346.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03112, over 85.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3169, pruned_loss=0.08194, over 2474383.32 frames. utt_duration=427.4 frames, utt_pad_proportion=0.09062, over 23238.22 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2839, pruned_loss=0.05414, over 2464243.81 frames. utt_duration=1272 frames, utt_pad_proportion=0.04984, over 7757.39 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3184, pruned_loss=0.08284, over 2474554.96 frames. utt_duration=404.5 frames, utt_pad_proportion=0.09045, over 24559.77 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 07:15:52,057 INFO [train.py:927] (4/8) Epoch 18, batch 13850, giga_loss[loss=0.2189, simple_loss=0.3012, pruned_loss=0.06828, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04764, over 34.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3188, pruned_loss=0.0824, over 2474487.96 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08915, over 23440.81 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2839, pruned_loss=0.05418, over 2464148.41 frames. utt_duration=1274 frames, utt_pad_proportion=0.04945, over 7748.84 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3202, pruned_loss=0.08332, over 2474801.20 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0893, over 24629.05 utterances.], batch size: 34, lr: 2.22e-04
2022-09-01 07:17:40,696 INFO [train.py:927] (4/8) Epoch 18, batch 13900, giga_loss[loss=0.2147, simple_loss=0.3057, pruned_loss=0.06183, over 12425.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06638, over 184.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3172, pruned_loss=0.08024, over 2474894.95 frames. utt_duration=420.1 frames, utt_pad_proportion=0.08648, over 23645.26 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2842, pruned_loss=0.05448, over 2464160.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.04865, over 7731.24 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3189, pruned_loss=0.08134, over 2475390.06 frames. utt_duration=397.9 frames, utt_pad_proportion=0.08723, over 24976.78 utterances.], batch size: 184, lr: 2.22e-04
2022-09-01 07:19:30,760 INFO [train.py:927] (4/8) Epoch 18, batch 13950, giga_loss[loss=0.2371, simple_loss=0.3146, pruned_loss=0.0798, over 12443.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03791, over 123.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3162, pruned_loss=0.07854, over 2474578.76 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08393, over 23103.32 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2843, pruned_loss=0.05449, over 2464497.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.04813, over 7727.76 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3182, pruned_loss=0.07998, over 2474917.67 frames. utt_duration=405.1 frames, utt_pad_proportion=0.0851, over 24523.45 utterances.], batch size: 123, lr: 2.22e-04
2022-09-01 07:21:17,911 INFO [train.py:927] (4/8) Epoch 18, batch 14000, giga_loss[loss=0.256, simple_loss=0.3282, pruned_loss=0.09186, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07226, over 212.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3124, pruned_loss=0.07582, over 2474951.43 frames. utt_duration=441 frames, utt_pad_proportion=0.07963, over 22520.81 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2841, pruned_loss=0.05438, over 2464423.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.04823, over 7728.77 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3149, pruned_loss=0.07758, over 2475515.88 frames. utt_duration=414 frames, utt_pad_proportion=0.08103, over 24004.43 utterances.], batch size: 212, lr: 2.22e-04
2022-09-01 07:23:07,591 INFO [train.py:927] (4/8) Epoch 18, batch 14050, giga_loss[loss=0.2171, simple_loss=0.3016, pruned_loss=0.06629, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3114, pruned_loss=0.07487, over 2474755.18 frames. utt_duration=447 frames, utt_pad_proportion=0.07621, over 22217.82 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.284, pruned_loss=0.05445, over 2464800.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.04746, over 7721.66 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07669, over 2475102.56 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07795, over 23729.52 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 07:24:58,564 INFO [train.py:927] (4/8) Epoch 18, batch 14100, giga_loss[loss=0.2257, simple_loss=0.3182, pruned_loss=0.06666, over 12477.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.311, pruned_loss=0.07413, over 2474732.14 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08209, over 22482.89 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2841, pruned_loss=0.05472, over 2465017.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.04662, over 7707.75 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3137, pruned_loss=0.07579, over 2475017.25 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08355, over 24036.23 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 07:26:43,698 INFO [train.py:927] (4/8) Epoch 18, batch 14150, giga_loss[loss=0.2395, simple_loss=0.3219, pruned_loss=0.07859, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03796, over 40.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3115, pruned_loss=0.07328, over 2474984.72 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08768, over 22819.74 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.284, pruned_loss=0.05466, over 2465031.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.04645, over 7702.22 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3138, pruned_loss=0.07471, over 2475238.16 frames. utt_duration=412.2 frames, utt_pad_proportion=0.08863, over 24104.29 utterances.], batch size: 40, lr: 2.22e-04
2022-09-01 07:28:30,348 INFO [train.py:927] (4/8) Epoch 18, batch 14200, giga_loss[loss=0.2076, simple_loss=0.2893, pruned_loss=0.06296, over 12325.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03151, over 48.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3099, pruned_loss=0.0726, over 2474612.07 frames. utt_duration=454 frames, utt_pad_proportion=0.08467, over 21872.87 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2837, pruned_loss=0.0547, over 2464987.78 frames. utt_duration=1284 frames, utt_pad_proportion=0.04621, over 7689.88 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3128, pruned_loss=0.07431, over 2475167.64 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08606, over 23387.23 utterances.], batch size: 48, lr: 2.22e-04
2022-09-01 07:30:16,221 INFO [train.py:927] (4/8) Epoch 18, batch 14250, giga_loss[loss=0.2167, simple_loss=0.3005, pruned_loss=0.06641, over 12343.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03254, over 85.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3075, pruned_loss=0.07231, over 2474268.04 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08383, over 21934.61 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.284, pruned_loss=0.05493, over 2464980.14 frames. utt_duration=1285 frames, utt_pad_proportion=0.04571, over 7684.79 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3102, pruned_loss=0.07385, over 2474915.55 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08541, over 23458.19 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 07:32:06,640 INFO [train.py:927] (4/8) Epoch 18, batch 14300, giga_loss[loss=0.2208, simple_loss=0.3078, pruned_loss=0.06685, over 12446.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03305, over 43.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3068, pruned_loss=0.0709, over 2474435.32 frames. utt_duration=469.5 frames, utt_pad_proportion=0.08101, over 21144.19 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2843, pruned_loss=0.05517, over 2465057.34 frames. utt_duration=1287 frames, utt_pad_proportion=0.04481, over 7670.81 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3091, pruned_loss=0.07229, over 2475073.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08298, over 22664.89 utterances.], batch size: 43, lr: 2.22e-04
2022-09-01 07:33:49,325 INFO [train.py:927] (4/8) Epoch 18, batch 14350, giga_loss[loss=0.2535, simple_loss=0.3153, pruned_loss=0.0958, over 12371.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3062, pruned_loss=0.07031, over 2475301.76 frames. utt_duration=464.5 frames, utt_pad_proportion=0.0814, over 21380.39 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2846, pruned_loss=0.05535, over 2465176.82 frames. utt_duration=1289 frames, utt_pad_proportion=0.04405, over 7659.23 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3083, pruned_loss=0.07161, over 2475943.88 frames. utt_duration=433.6 frames, utt_pad_proportion=0.0834, over 22916.63 utterances.], batch size: 369, lr: 2.22e-04
2022-09-01 07:35:32,803 INFO [train.py:927] (4/8) Epoch 18, batch 14400, giga_loss[loss=0.2211, simple_loss=0.3116, pruned_loss=0.06529, over 12415.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04273, over 146.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3049, pruned_loss=0.07041, over 2474405.68 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07702, over 20904.48 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2845, pruned_loss=0.05545, over 2464969.87 frames. utt_duration=1293 frames, utt_pad_proportion=0.04344, over 7635.78 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3073, pruned_loss=0.07171, over 2475346.45 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07932, over 22458.99 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 07:37:15,861 INFO [train.py:927] (4/8) Epoch 18, batch 14450, giga_loss[loss=0.2287, simple_loss=0.3169, pruned_loss=0.07022, over 12228.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03106, over 39.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3036, pruned_loss=0.07003, over 2473932.29 frames. utt_duration=485.7 frames, utt_pad_proportion=0.074, over 20436.50 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2841, pruned_loss=0.05547, over 2465011.57 frames. utt_duration=1297 frames, utt_pad_proportion=0.04247, over 7609.90 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3064, pruned_loss=0.0715, over 2474924.80 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07668, over 22096.29 utterances.], batch size: 39, lr: 2.22e-04
2022-09-01 07:38:58,856 INFO [train.py:927] (4/8) Epoch 18, batch 14500, giga_loss[loss=0.1958, simple_loss=0.2701, pruned_loss=0.0608, over 12462.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03729, over 37.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3018, pruned_loss=0.06945, over 2474358.44 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07147, over 20056.72 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2838, pruned_loss=0.05541, over 2465543.62 frames. utt_duration=1302 frames, utt_pad_proportion=0.04139, over 7582.88 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.305, pruned_loss=0.07118, over 2475005.34 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07451, over 21864.85 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 07:40:42,764 INFO [train.py:927] (4/8) Epoch 18, batch 14550, giga_loss[loss=0.2174, simple_loss=0.298, pruned_loss=0.06838, over 12457.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02773, over 80.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3011, pruned_loss=0.06861, over 2474078.39 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06871, over 19419.47 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2838, pruned_loss=0.05552, over 2465922.69 frames. utt_duration=1304 frames, utt_pad_proportion=0.04041, over 7570.81 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07032, over 2474520.73 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07207, over 21265.60 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 07:42:25,713 INFO [train.py:927] (4/8) Epoch 18, batch 14600, libri_loss[loss=0.1838, simple_loss=0.2756, pruned_loss=0.04595, over 12236.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006024, over 34.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.302, pruned_loss=0.06865, over 2473755.73 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06744, over 19518.13 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.284, pruned_loss=0.05573, over 2465811.69 frames. utt_duration=1305 frames, utt_pad_proportion=0.03997, over 7568.63 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3047, pruned_loss=0.07014, over 2474413.10 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07062, over 21281.05 utterances.], batch size: 34, lr: 2.22e-04
2022-09-01 07:44:13,527 INFO [train.py:927] (4/8) Epoch 18, batch 14650, giga_loss[loss=0.2171, simple_loss=0.3051, pruned_loss=0.06461, over 12330.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03493, over 62.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3021, pruned_loss=0.06896, over 2473679.70 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07152, over 19748.63 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2838, pruned_loss=0.05571, over 2465704.31 frames. utt_duration=1308 frames, utt_pad_proportion=0.03931, over 7550.49 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3049, pruned_loss=0.07044, over 2474468.51 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07415, over 21433.78 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 07:46:01,132 INFO [train.py:927] (4/8) Epoch 18, batch 14700, giga_loss[loss=0.2072, simple_loss=0.2972, pruned_loss=0.05862, over 12418.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.02429, over 66.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3036, pruned_loss=0.06991, over 2473886.26 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06826, over 19506.68 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2846, pruned_loss=0.05615, over 2466090.17 frames. utt_duration=1294 frames, utt_pad_proportion=0.04366, over 7633.93 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3058, pruned_loss=0.07121, over 2474481.66 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06967, over 21245.39 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 07:47:46,086 INFO [train.py:927] (4/8) Epoch 18, batch 14750, libri_loss[loss=0.2305, simple_loss=0.3169, pruned_loss=0.07211, over 12345.00 frames. utt_duration=951.2 frames, utt_pad_proportion=0.07921, over 52.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3047, pruned_loss=0.07155, over 2473806.77 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06624, over 19049.86 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2851, pruned_loss=0.05643, over 2466221.09 frames. utt_duration=1279 frames, utt_pad_proportion=0.04823, over 7723.48 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3064, pruned_loss=0.0726, over 2474301.56 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06629, over 20560.40 utterances.], batch size: 52, lr: 2.22e-04
2022-09-01 07:49:31,887 INFO [train.py:927] (4/8) Epoch 18, batch 14800, giga_loss[loss=0.2143, simple_loss=0.3014, pruned_loss=0.0636, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 86.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3059, pruned_loss=0.07251, over 2473919.30 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07228, over 20559.96 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.285, pruned_loss=0.05638, over 2466432.34 frames. utt_duration=1281 frames, utt_pad_proportion=0.04769, over 7708.67 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3076, pruned_loss=0.07361, over 2474229.83 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07222, over 21933.35 utterances.], batch size: 86, lr: 2.22e-04
2022-09-01 07:51:13,938 INFO [train.py:927] (4/8) Epoch 18, batch 14850, giga_loss[loss=0.2047, simple_loss=0.3068, pruned_loss=0.05123, over 12379.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02785, over 70.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3049, pruned_loss=0.07029, over 2474248.03 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06637, over 19353.46 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2854, pruned_loss=0.05675, over 2466737.36 frames. utt_duration=1285 frames, utt_pad_proportion=0.04609, over 7689.12 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3068, pruned_loss=0.07144, over 2474516.73 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06754, over 21003.70 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 07:53:01,635 INFO [train.py:927] (4/8) Epoch 18, batch 14900, giga_loss[loss=0.2213, simple_loss=0.3061, pruned_loss=0.0682, over 12463.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03378, over 98.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3029, pruned_loss=0.06948, over 2474270.65 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06425, over 19010.74 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2853, pruned_loss=0.05687, over 2466644.28 frames. utt_duration=1289 frames, utt_pad_proportion=0.04524, over 7665.85 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.305, pruned_loss=0.07065, over 2474763.72 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06582, over 20666.16 utterances.], batch size: 98, lr: 2.22e-04
2022-09-01 07:54:47,182 INFO [train.py:927] (4/8) Epoch 18, batch 14950, giga_loss[loss=0.2104, simple_loss=0.2963, pruned_loss=0.06229, over 12395.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03715, over 105.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.07042, over 2474757.97 frames. utt_duration=503 frames, utt_pad_proportion=0.07084, over 19738.22 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05731, over 2467046.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05171, over 7810.27 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3054, pruned_loss=0.07138, over 2475036.54 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06979, over 21328.97 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 07:56:34,782 INFO [train.py:927] (4/8) Epoch 18, batch 15000, giga_loss[loss=0.2579, simple_loss=0.3449, pruned_loss=0.08545, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3066, pruned_loss=0.07041, over 2475215.86 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06747, over 19648.41 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2859, pruned_loss=0.0574, over 2467470.06 frames. utt_duration=1268 frames, utt_pad_proportion=0.05054, over 7794.19 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3084, pruned_loss=0.07144, over 2475261.83 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06743, over 21248.60 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 07:56:34,783 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 07:56:48,529 INFO [train.py:967] (4/8) 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] (4/8) Epoch 18, batch 15050, giga_loss[loss=0.239, simple_loss=0.3191, pruned_loss=0.07941, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03305, over 42.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3072, pruned_loss=0.07036, over 2474486.21 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06784, over 19507.69 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2858, pruned_loss=0.0573, over 2467540.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05049, over 7800.28 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3089, pruned_loss=0.07138, over 2474519.81 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06788, over 20868.19 utterances.], batch size: 42, lr: 2.22e-04
2022-09-01 08:00:18,628 INFO [train.py:927] (4/8) Epoch 18, batch 15100, giga_loss[loss=0.212, simple_loss=0.2868, pruned_loss=0.06858, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05013, over 34.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3078, pruned_loss=0.07173, over 2474507.47 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07036, over 19782.44 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2858, pruned_loss=0.05747, over 2467624.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.05486, over 7862.96 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3094, pruned_loss=0.07257, over 2474567.53 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06901, over 20958.62 utterances.], batch size: 34, lr: 2.22e-04
2022-09-01 08:02:01,455 INFO [train.py:927] (4/8) Epoch 18, batch 15150, giga_loss[loss=0.1935, simple_loss=0.2724, pruned_loss=0.05729, over 12361.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.0328, over 62.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.307, pruned_loss=0.07213, over 2475513.31 frames. utt_duration=476 frames, utt_pad_proportion=0.07601, over 20865.47 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2859, pruned_loss=0.05747, over 2467748.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05521, over 7874.01 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3085, pruned_loss=0.07296, over 2475540.63 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07469, over 21938.46 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 08:03:41,761 INFO [train.py:927] (4/8) Epoch 18, batch 15200, giga_loss[loss=0.2557, simple_loss=0.3193, pruned_loss=0.09605, over 12358.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1994, over 367.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3068, pruned_loss=0.07285, over 2475427.41 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07651, over 20929.74 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.286, pruned_loss=0.05751, over 2467907.33 frames. utt_duration=1256 frames, utt_pad_proportion=0.05464, over 7866.61 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3083, pruned_loss=0.07373, over 2475438.55 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07572, over 22006.25 utterances.], batch size: 367, lr: 2.22e-04
2022-09-01 08:05:27,315 INFO [train.py:927] (4/8) Epoch 18, batch 15250, libri_loss[loss=0.2048, simple_loss=0.2944, pruned_loss=0.05757, over 12463.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005024, over 35.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3067, pruned_loss=0.07322, over 2475433.46 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07311, over 20575.35 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2863, pruned_loss=0.0577, over 2467905.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05369, over 7855.54 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.0742, over 2475629.96 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07317, over 21818.00 utterances.], batch size: 35, lr: 2.22e-04
2022-09-01 08:07:08,952 INFO [train.py:927] (4/8) Epoch 18, batch 15300, libri_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06093, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006127, over 34.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3058, pruned_loss=0.0729, over 2474984.62 frames. utt_duration=489 frames, utt_pad_proportion=0.07299, over 20306.87 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2866, pruned_loss=0.05793, over 2467677.63 frames. utt_duration=1260 frames, utt_pad_proportion=0.05276, over 7842.29 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3072, pruned_loss=0.07382, over 2475501.07 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07351, over 21600.27 utterances.], batch size: 34, lr: 2.22e-04
2022-09-01 08:08:54,053 INFO [train.py:927] (4/8) Epoch 18, batch 15350, giga_loss[loss=0.2093, simple_loss=0.2896, pruned_loss=0.06452, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02791, over 91.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3081, pruned_loss=0.07397, over 2474962.90 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07255, over 21044.21 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2868, pruned_loss=0.05808, over 2467725.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05263, over 7854.57 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07476, over 2475418.90 frames. utt_duration=447 frames, utt_pad_proportion=0.07312, over 22223.47 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 08:10:38,053 INFO [train.py:927] (4/8) Epoch 18, batch 15400, giga_loss[loss=0.213, simple_loss=0.3158, pruned_loss=0.05505, over 12200.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03364, over 42.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3084, pruned_loss=0.07381, over 2474515.38 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07402, over 20805.80 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2869, pruned_loss=0.05816, over 2467359.37 frames. utt_duration=1249 frames, utt_pad_proportion=0.05689, over 7910.32 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3095, pruned_loss=0.07463, over 2475305.42 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07327, over 21918.77 utterances.], batch size: 42, lr: 2.22e-04
2022-09-01 08:12:25,009 INFO [train.py:927] (4/8) Epoch 18, batch 15450, giga_loss[loss=0.1825, simple_loss=0.2772, pruned_loss=0.04387, over 12426.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04413, over 31.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3084, pruned_loss=0.07203, over 2474966.12 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07543, over 20598.50 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2868, pruned_loss=0.05817, over 2467495.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.0567, over 7917.54 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3097, pruned_loss=0.07288, over 2475576.30 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07495, over 21655.33 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 08:14:05,429 INFO [train.py:927] (4/8) Epoch 18, batch 15500, giga_loss[loss=0.2561, simple_loss=0.3319, pruned_loss=0.09016, over 12346.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03126, over 85.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3108, pruned_loss=0.0737, over 2473824.72 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07719, over 20518.22 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2869, pruned_loss=0.05833, over 2466940.05 frames. utt_duration=1230 frames, utt_pad_proportion=0.06386, over 8034.65 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3123, pruned_loss=0.07462, over 2474994.12 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07474, over 21603.88 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 08:15:47,744 INFO [train.py:927] (4/8) Epoch 18, batch 15550, giga_loss[loss=0.225, simple_loss=0.3056, pruned_loss=0.07223, over 12393.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02595, over 91.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3119, pruned_loss=0.07501, over 2473930.96 frames. utt_duration=476 frames, utt_pad_proportion=0.07571, over 20853.21 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2872, pruned_loss=0.05863, over 2467015.90 frames. utt_duration=1230 frames, utt_pad_proportion=0.06289, over 8035.58 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3134, pruned_loss=0.07584, over 2474958.80 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07427, over 22006.36 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 08:17:28,054 INFO [train.py:927] (4/8) Epoch 18, batch 15600, giga_loss[loss=0.2159, simple_loss=0.3031, pruned_loss=0.06432, over 12442.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02986, over 80.00 utterances.], tot_loss[loss=0.229, simple_loss=0.311, pruned_loss=0.07349, over 2473472.74 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07371, over 20413.37 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2873, pruned_loss=0.05886, over 2467138.46 frames. utt_duration=1223 frames, utt_pad_proportion=0.06494, over 8081.59 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.313, pruned_loss=0.07449, over 2474424.54 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07197, over 21749.63 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 08:19:12,550 INFO [train.py:927] (4/8) Epoch 18, batch 15650, giga_loss[loss=0.233, simple_loss=0.3241, pruned_loss=0.07092, over 12374.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03529, over 122.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3118, pruned_loss=0.07312, over 2473917.84 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07346, over 20327.69 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2871, pruned_loss=0.05886, over 2467155.52 frames. utt_duration=1225 frames, utt_pad_proportion=0.06487, over 8068.37 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3141, pruned_loss=0.07425, over 2474809.14 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07218, over 21687.52 utterances.], batch size: 122, lr: 2.22e-04
2022-09-01 08:20:53,710 INFO [train.py:927] (4/8) Epoch 18, batch 15700, giga_loss[loss=0.2137, simple_loss=0.2992, pruned_loss=0.06413, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.312, pruned_loss=0.0736, over 2474420.09 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07009, over 20394.68 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2867, pruned_loss=0.05869, over 2467066.25 frames. utt_duration=1230 frames, utt_pad_proportion=0.06382, over 8035.01 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3149, pruned_loss=0.07501, over 2475370.37 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06964, over 21782.33 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 08:22:40,187 INFO [train.py:927] (4/8) Epoch 18, batch 15750, giga_loss[loss=0.1958, simple_loss=0.288, pruned_loss=0.05184, over 12320.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.032, over 70.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3107, pruned_loss=0.07343, over 2474603.90 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06546, over 19991.79 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2872, pruned_loss=0.05898, over 2467150.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.0629, over 8027.29 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3129, pruned_loss=0.07455, over 2475433.54 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06569, over 21310.91 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 08:24:23,788 INFO [train.py:927] (4/8) Epoch 18, batch 15800, giga_loss[loss=0.1888, simple_loss=0.2752, pruned_loss=0.05123, over 12410.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03459, over 75.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3076, pruned_loss=0.07169, over 2474691.35 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06241, over 19207.80 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2873, pruned_loss=0.05905, over 2466952.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.06632, over 8090.15 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3095, pruned_loss=0.0727, over 2475640.13 frames. utt_duration=488 frames, utt_pad_proportion=0.06164, over 20352.57 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 08:26:03,363 INFO [train.py:927] (4/8) Epoch 18, batch 15850, giga_loss[loss=0.2073, simple_loss=0.2967, pruned_loss=0.05891, over 12386.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.0305, over 62.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3061, pruned_loss=0.07149, over 2474195.37 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06372, over 19097.72 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2871, pruned_loss=0.059, over 2466921.74 frames. utt_duration=1225 frames, utt_pad_proportion=0.06545, over 8068.40 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3082, pruned_loss=0.07257, over 2475117.01 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06332, over 20219.38 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 08:27:43,392 INFO [train.py:927] (4/8) Epoch 18, batch 15900, giga_loss[loss=0.2128, simple_loss=0.299, pruned_loss=0.06331, over 12439.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03048, over 80.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3044, pruned_loss=0.06998, over 2474347.60 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06782, over 20208.18 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2872, pruned_loss=0.05912, over 2466854.02 frames. utt_duration=1227 frames, utt_pad_proportion=0.06421, over 8048.92 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3064, pruned_loss=0.07099, over 2475312.84 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06776, over 21386.98 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 08:29:31,565 INFO [train.py:927] (4/8) Epoch 18, batch 15950, giga_loss[loss=0.1783, simple_loss=0.2687, pruned_loss=0.04399, over 12361.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.02972, over 58.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06892, over 2474873.85 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07199, over 20838.43 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2871, pruned_loss=0.05909, over 2467224.36 frames. utt_duration=1231 frames, utt_pad_proportion=0.06351, over 8028.26 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06989, over 2475398.90 frames. utt_duration=452.3 frames, utt_pad_proportion=0.072, over 21961.18 utterances.], batch size: 58, lr: 2.22e-04
2022-09-01 08:31:14,643 INFO [train.py:927] (4/8) Epoch 18, batch 16000, giga_loss[loss=0.2255, simple_loss=0.3121, pruned_loss=0.06948, over 12362.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3018, pruned_loss=0.06923, over 2473987.23 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07415, over 21105.77 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2872, pruned_loss=0.0592, over 2467187.64 frames. utt_duration=1235 frames, utt_pad_proportion=0.06258, over 8000.91 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3035, pruned_loss=0.07006, over 2474581.59 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07443, over 22256.70 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 08:32:58,618 INFO [train.py:927] (4/8) Epoch 18, batch 16050, giga_loss[loss=0.2158, simple_loss=0.299, pruned_loss=0.06631, over 12430.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03612, over 98.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.0704, over 2474172.21 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07835, over 21669.88 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2868, pruned_loss=0.05919, over 2467453.29 frames. utt_duration=1241 frames, utt_pad_proportion=0.06143, over 7965.27 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3055, pruned_loss=0.07131, over 2474552.97 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07887, over 22915.06 utterances.], batch size: 98, lr: 2.22e-04
2022-09-01 08:34:40,906 INFO [train.py:927] (4/8) Epoch 18, batch 16100, giga_loss[loss=0.251, simple_loss=0.3324, pruned_loss=0.08477, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03253, over 80.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3046, pruned_loss=0.07116, over 2474288.06 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07701, over 21208.16 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.287, pruned_loss=0.05949, over 2467338.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.05942, over 7930.27 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3067, pruned_loss=0.07208, over 2474992.07 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0783, over 22787.69 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 08:36:26,253 INFO [train.py:927] (4/8) Epoch 18, batch 16150, giga_loss[loss=0.2361, simple_loss=0.3113, pruned_loss=0.08044, over 12386.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02705, over 91.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3055, pruned_loss=0.07176, over 2474105.29 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07456, over 21019.48 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2867, pruned_loss=0.05927, over 2467302.01 frames. utt_duration=1250 frames, utt_pad_proportion=0.05844, over 7904.63 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.308, pruned_loss=0.07304, over 2474876.72 frames. utt_duration=438 frames, utt_pad_proportion=0.07622, over 22675.52 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 08:38:12,722 INFO [train.py:927] (4/8) Epoch 18, batch 16200, giga_loss[loss=0.2216, simple_loss=0.2985, pruned_loss=0.07229, over 12367.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04001, over 145.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3061, pruned_loss=0.07195, over 2473378.13 frames. utt_duration=491 frames, utt_pad_proportion=0.07164, over 20208.14 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2863, pruned_loss=0.05915, over 2466967.13 frames. utt_duration=1255 frames, utt_pad_proportion=0.0574, over 7869.39 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3089, pruned_loss=0.07335, over 2474422.33 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07362, over 21838.50 utterances.], batch size: 145, lr: 2.22e-04
2022-09-01 08:40:02,381 INFO [train.py:927] (4/8) Epoch 18, batch 16250, giga_loss[loss=0.2041, simple_loss=0.3117, pruned_loss=0.04826, over 12431.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3062, pruned_loss=0.07136, over 2474079.84 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07187, over 20201.02 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2859, pruned_loss=0.05901, over 2466889.18 frames. utt_duration=1261 frames, utt_pad_proportion=0.05619, over 7835.69 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3093, pruned_loss=0.07295, over 2475190.07 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07398, over 21885.22 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 08:41:53,087 INFO [train.py:927] (4/8) Epoch 18, batch 16300, giga_loss[loss=0.2019, simple_loss=0.2838, pruned_loss=0.06003, over 12361.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03284, over 62.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3064, pruned_loss=0.07139, over 2474667.56 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07042, over 20582.58 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2859, pruned_loss=0.05895, over 2466748.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05601, over 7826.51 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.309, pruned_loss=0.07274, over 2475700.01 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07224, over 21968.22 utterances.], batch size: 62, lr: 2.22e-04
2022-09-01 08:43:38,096 INFO [train.py:927] (4/8) Epoch 18, batch 16350, giga_loss[loss=0.2401, simple_loss=0.3188, pruned_loss=0.08066, over 12317.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03421, over 51.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3079, pruned_loss=0.07334, over 2474796.88 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07393, over 21724.68 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2867, pruned_loss=0.05916, over 2467002.44 frames. utt_duration=1263 frames, utt_pad_proportion=0.05525, over 7823.04 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3096, pruned_loss=0.07446, over 2475548.76 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07543, over 23067.85 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 08:45:22,707 INFO [train.py:927] (4/8) Epoch 18, batch 16400, libri_loss[loss=0.2095, simple_loss=0.2876, pruned_loss=0.06573, over 12379.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.004939, over 34.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3077, pruned_loss=0.07377, over 2474616.75 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07599, over 22123.23 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2866, pruned_loss=0.0591, over 2467113.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05476, over 7815.75 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3093, pruned_loss=0.0749, over 2475219.02 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07727, over 23385.19 utterances.], batch size: 34, lr: 2.22e-04
2022-09-01 08:47:09,784 INFO [train.py:927] (4/8) Epoch 18, batch 16450, giga_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07613, over 12379.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3075, pruned_loss=0.07433, over 2473627.41 frames. utt_duration=450 frames, utt_pad_proportion=0.07836, over 22058.43 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2867, pruned_loss=0.05921, over 2467317.15 frames. utt_duration=1264 frames, utt_pad_proportion=0.05446, over 7815.56 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3089, pruned_loss=0.07526, over 2473987.25 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07942, over 23172.28 utterances.], batch size: 85, lr: 2.22e-04
2022-09-01 08:48:57,429 INFO [train.py:927] (4/8) Epoch 18, batch 16500, libri_loss[loss=0.216, simple_loss=0.3046, pruned_loss=0.06374, over 12255.00 frames. utt_duration=962.7 frames, utt_pad_proportion=0.06173, over 51.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3091, pruned_loss=0.07546, over 2474362.73 frames. utt_duration=460 frames, utt_pad_proportion=0.07304, over 21584.66 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2868, pruned_loss=0.05923, over 2467363.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.05428, over 7827.41 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3103, pruned_loss=0.07632, over 2474682.54 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07423, over 22576.19 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 08:50:41,948 INFO [train.py:927] (4/8) Epoch 18, batch 16550, libri_loss[loss=0.2401, simple_loss=0.3116, pruned_loss=0.08436, over 12301.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006416, over 35.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3089, pruned_loss=0.07577, over 2473354.01 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07627, over 21398.55 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2868, pruned_loss=0.05938, over 2466834.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05353, over 7818.88 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3103, pruned_loss=0.07667, over 2474214.55 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07752, over 22504.73 utterances.], batch size: 35, lr: 2.22e-04
2022-09-01 08:52:24,475 INFO [train.py:927] (4/8) Epoch 18, batch 16600, giga_loss[loss=0.2428, simple_loss=0.3161, pruned_loss=0.08475, over 12430.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04918, over 161.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3092, pruned_loss=0.07604, over 2473857.72 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07826, over 21733.76 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2869, pruned_loss=0.05949, over 2466658.63 frames. utt_duration=1255 frames, utt_pad_proportion=0.05741, over 7871.98 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3109, pruned_loss=0.07712, over 2474890.29 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07819, over 22961.52 utterances.], batch size: 161, lr: 2.22e-04
2022-09-01 08:54:09,849 INFO [train.py:927] (4/8) Epoch 18, batch 16650, giga_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.06194, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03265, over 42.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3088, pruned_loss=0.07521, over 2473797.89 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07399, over 20714.78 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2871, pruned_loss=0.0596, over 2466780.31 frames. utt_duration=1242 frames, utt_pad_proportion=0.06157, over 7956.59 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3105, pruned_loss=0.07641, over 2474723.65 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07288, over 21981.21 utterances.], batch size: 42, lr: 2.22e-04
2022-09-01 08:55:55,590 INFO [train.py:927] (4/8) Epoch 18, batch 16700, giga_loss[loss=0.2031, simple_loss=0.2898, pruned_loss=0.05814, over 12453.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03127, over 75.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3083, pruned_loss=0.0748, over 2473801.23 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07168, over 20490.90 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2869, pruned_loss=0.05954, over 2466517.27 frames. utt_duration=1244 frames, utt_pad_proportion=0.06113, over 7941.06 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3101, pruned_loss=0.07593, over 2474841.72 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07108, over 21619.62 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 08:57:40,527 INFO [train.py:927] (4/8) Epoch 18, batch 16750, giga_loss[loss=0.2795, simple_loss=0.3422, pruned_loss=0.1084, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3099, pruned_loss=0.07511, over 2474735.56 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07306, over 21183.84 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2868, pruned_loss=0.05946, over 2466607.12 frames. utt_duration=1246 frames, utt_pad_proportion=0.06049, over 7930.93 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07631, over 2475588.60 frames. utt_duration=446 frames, utt_pad_proportion=0.07282, over 22274.62 utterances.], batch size: 258, lr: 2.21e-04
2022-09-01 08:59:26,014 INFO [train.py:927] (4/8) Epoch 18, batch 16800, giga_loss[loss=0.2241, simple_loss=0.3088, pruned_loss=0.06969, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.229, simple_loss=0.309, pruned_loss=0.07444, over 2474719.32 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07415, over 21138.87 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2868, pruned_loss=0.05956, over 2466476.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.05947, over 7908.84 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.311, pruned_loss=0.07566, over 2475714.88 frames. utt_duration=445 frames, utt_pad_proportion=0.07434, over 22326.58 utterances.], batch size: 75, lr: 2.21e-04
2022-09-01 09:01:09,757 INFO [train.py:927] (4/8) Epoch 18, batch 16850, giga_loss[loss=0.2275, simple_loss=0.3105, pruned_loss=0.07221, over 12362.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07461, over 2475118.57 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07161, over 21161.44 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.287, pruned_loss=0.05962, over 2466918.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.05839, over 7904.11 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07588, over 2475685.10 frames. utt_duration=443 frames, utt_pad_proportion=0.07234, over 22430.46 utterances.], batch size: 145, lr: 2.21e-04
2022-09-01 09:02:55,430 INFO [train.py:927] (4/8) Epoch 18, batch 16900, giga_loss[loss=0.2843, simple_loss=0.3341, pruned_loss=0.1172, over 12350.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1975, over 366.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07457, over 2474793.48 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07486, over 20821.69 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2865, pruned_loss=0.05955, over 2466954.59 frames. utt_duration=1247 frames, utt_pad_proportion=0.06019, over 7921.40 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3113, pruned_loss=0.07642, over 2475654.80 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07482, over 22495.76 utterances.], batch size: 366, lr: 2.21e-04
2022-09-01 09:04:39,714 INFO [train.py:927] (4/8) Epoch 18, batch 16950, giga_loss[loss=0.2908, simple_loss=0.3373, pruned_loss=0.1222, over 12344.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3102, pruned_loss=0.0768, over 2475162.41 frames. utt_duration=450 frames, utt_pad_proportion=0.07925, over 22073.23 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2863, pruned_loss=0.05947, over 2467044.81 frames. utt_duration=1249 frames, utt_pad_proportion=0.05999, over 7911.79 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3128, pruned_loss=0.07839, over 2475792.93 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07904, over 23451.03 utterances.], batch size: 372, lr: 2.21e-04
2022-09-01 09:06:23,885 INFO [train.py:927] (4/8) Epoch 18, batch 17000, giga_loss[loss=0.2957, simple_loss=0.3558, pruned_loss=0.1178, over 12385.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3114, pruned_loss=0.07732, over 2474861.68 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08226, over 22740.51 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2864, pruned_loss=0.05951, over 2467220.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.05895, over 7888.15 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.314, pruned_loss=0.07897, over 2475393.33 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08239, over 24205.28 utterances.], batch size: 260, lr: 2.21e-04
2022-09-01 09:08:06,008 INFO [train.py:927] (4/8) Epoch 18, batch 17050, giga_loss[loss=0.2222, simple_loss=0.3079, pruned_loss=0.06827, over 12441.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04085, over 146.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3107, pruned_loss=0.07646, over 2475250.25 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08182, over 22868.69 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2861, pruned_loss=0.05937, over 2467107.21 frames. utt_duration=1252 frames, utt_pad_proportion=0.05904, over 7892.38 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3135, pruned_loss=0.07821, over 2475902.16 frames. utt_duration=409.1 frames, utt_pad_proportion=0.08205, over 24293.39 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 09:09:50,158 INFO [train.py:927] (4/8) Epoch 18, batch 17100, giga_loss[loss=0.2715, simple_loss=0.3243, pruned_loss=0.1094, over 12366.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3093, pruned_loss=0.07527, over 2475554.34 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07852, over 21897.19 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2861, pruned_loss=0.0594, over 2467303.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.0582, over 7876.14 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3121, pruned_loss=0.07702, over 2476077.54 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07927, over 23377.95 utterances.], batch size: 369, lr: 2.21e-04
2022-09-01 09:11:35,336 INFO [train.py:927] (4/8) Epoch 18, batch 17150, giga_loss[loss=0.2139, simple_loss=0.2935, pruned_loss=0.06716, over 12466.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03619, over 105.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3079, pruned_loss=0.07455, over 2475593.02 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07692, over 21641.45 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2864, pruned_loss=0.05967, over 2467212.57 frames. utt_duration=1255 frames, utt_pad_proportion=0.05737, over 7871.63 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.07597, over 2476246.83 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07797, over 23066.63 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 09:13:21,636 INFO [train.py:927] (4/8) Epoch 18, batch 17200, libri_loss[loss=0.2125, simple_loss=0.2982, pruned_loss=0.0634, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008215, over 37.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3052, pruned_loss=0.0736, over 2475367.03 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07947, over 21933.65 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2866, pruned_loss=0.05975, over 2467215.10 frames. utt_duration=1255 frames, utt_pad_proportion=0.05695, over 7872.90 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3071, pruned_loss=0.07476, over 2475961.93 frames. utt_duration=428.6 frames, utt_pad_proportion=0.08037, over 23189.54 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 09:15:09,465 INFO [train.py:927] (4/8) Epoch 18, batch 17250, giga_loss[loss=0.2077, simple_loss=0.3019, pruned_loss=0.05678, over 12380.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04199, over 133.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3037, pruned_loss=0.07262, over 2475602.55 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08072, over 21627.16 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2869, pruned_loss=0.06003, over 2467327.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06054, over 7938.07 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3052, pruned_loss=0.07348, over 2476088.69 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08051, over 22747.19 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:16:52,801 INFO [train.py:927] (4/8) Epoch 18, batch 17300, giga_loss[loss=0.1853, simple_loss=0.2875, pruned_loss=0.04158, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3023, pruned_loss=0.06962, over 2475853.51 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07669, over 21422.87 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2866, pruned_loss=0.06005, over 2467286.88 frames. utt_duration=1250 frames, utt_pad_proportion=0.05927, over 7902.28 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3041, pruned_loss=0.0706, over 2476512.87 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07726, over 22724.19 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 09:18:37,420 INFO [train.py:927] (4/8) Epoch 18, batch 17350, giga_loss[loss=0.2286, simple_loss=0.3204, pruned_loss=0.06838, over 12394.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2999, pruned_loss=0.06659, over 2475770.31 frames. utt_duration=432 frames, utt_pad_proportion=0.07888, over 23002.11 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2863, pruned_loss=0.05986, over 2466889.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.05864, over 7878.86 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06764, over 2476764.17 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07945, over 24241.16 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:20:20,903 INFO [train.py:927] (4/8) Epoch 18, batch 17400, giga_loss[loss=0.1933, simple_loss=0.2921, pruned_loss=0.04723, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2987, pruned_loss=0.06365, over 2475607.63 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07711, over 23012.85 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2862, pruned_loss=0.0599, over 2466668.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.05777, over 7856.47 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3005, pruned_loss=0.06453, over 2476741.22 frames. utt_duration=409.4 frames, utt_pad_proportion=0.07798, over 24283.87 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 09:22:03,340 INFO [train.py:927] (4/8) Epoch 18, batch 17450, giga_loss[loss=0.2157, simple_loss=0.3118, pruned_loss=0.05981, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04461, over 34.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2979, pruned_loss=0.06216, over 2475708.25 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07417, over 23199.69 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2858, pruned_loss=0.05977, over 2466848.37 frames. utt_duration=1263 frames, utt_pad_proportion=0.05701, over 7821.59 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2999, pruned_loss=0.06302, over 2476596.35 frames. utt_duration=405.8 frames, utt_pad_proportion=0.07528, over 24497.98 utterances.], batch size: 34, lr: 2.21e-04
2022-09-01 09:23:43,736 INFO [train.py:927] (4/8) Epoch 18, batch 17500, giga_loss[loss=0.1699, simple_loss=0.2524, pruned_loss=0.04369, over 12350.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06012, over 2475800.96 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07602, over 23862.13 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2864, pruned_loss=0.06007, over 2467137.78 frames. utt_duration=1238 frames, utt_pad_proportion=0.06508, over 7978.18 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2967, pruned_loss=0.06058, over 2476397.58 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07483, over 25030.64 utterances.], batch size: 358, lr: 2.21e-04
2022-09-01 09:25:26,928 INFO [train.py:927] (4/8) Epoch 18, batch 17550, giga_loss[loss=0.1544, simple_loss=0.2535, pruned_loss=0.02765, over 12314.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03273, over 70.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05848, over 2475623.12 frames. utt_duration=411.2 frames, utt_pad_proportion=0.07642, over 24167.09 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2863, pruned_loss=0.06004, over 2467205.78 frames. utt_duration=1242 frames, utt_pad_proportion=0.06449, over 7953.58 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2949, pruned_loss=0.05887, over 2476152.29 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07567, over 25314.78 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 09:27:06,994 INFO [train.py:927] (4/8) Epoch 18, batch 17600, giga_loss[loss=0.2095, simple_loss=0.2962, pruned_loss=0.06136, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03862, over 40.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2923, pruned_loss=0.05749, over 2476039.03 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07244, over 23237.81 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2867, pruned_loss=0.06049, over 2467593.58 frames. utt_duration=1246 frames, utt_pad_proportion=0.06258, over 7932.96 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.05726, over 2476572.78 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07279, over 25059.15 utterances.], batch size: 40, lr: 2.21e-04
2022-09-01 09:28:51,716 INFO [train.py:927] (4/8) Epoch 18, batch 17650, libri_loss[loss=0.2022, simple_loss=0.2912, pruned_loss=0.05657, over 12413.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02261, over 43.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2891, pruned_loss=0.0557, over 2475964.03 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07244, over 23473.68 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2864, pruned_loss=0.06026, over 2467461.45 frames. utt_duration=1247 frames, utt_pad_proportion=0.0615, over 7922.70 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2902, pruned_loss=0.05564, over 2476702.02 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07308, over 25282.94 utterances.], batch size: 43, lr: 2.21e-04
2022-09-01 09:30:36,669 INFO [train.py:927] (4/8) Epoch 18, batch 17700, giga_loss[loss=0.1959, simple_loss=0.29, pruned_loss=0.05094, over 12391.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05175, over 161.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2873, pruned_loss=0.05477, over 2476077.52 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07285, over 23854.10 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2864, pruned_loss=0.06032, over 2467373.51 frames. utt_duration=1247 frames, utt_pad_proportion=0.06136, over 7925.52 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2882, pruned_loss=0.05463, over 2476797.78 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07338, over 25406.47 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 09:32:39,252 INFO [train.py:927] (4/8) Epoch 18, batch 17750, giga_loss[loss=0.2129, simple_loss=0.3083, pruned_loss=0.05873, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04411, over 146.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2886, pruned_loss=0.05496, over 2476029.38 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07655, over 25340.99 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.286, pruned_loss=0.06012, over 2467466.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.06075, over 7904.68 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2897, pruned_loss=0.05498, over 2476647.49 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07697, over 26821.94 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 09:34:47,892 INFO [train.py:927] (4/8) Epoch 18, batch 17800, giga_loss[loss=0.2017, simple_loss=0.2813, pruned_loss=0.061, over 12360.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2889, pruned_loss=0.05476, over 2476496.80 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07049, over 25154.35 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2861, pruned_loss=0.06023, over 2467448.17 frames. utt_duration=1251 frames, utt_pad_proportion=0.06007, over 7896.21 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2897, pruned_loss=0.0546, over 2477107.32 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07134, over 26565.56 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 09:36:47,762 INFO [train.py:927] (4/8) Epoch 18, batch 17850, giga_loss[loss=0.1709, simple_loss=0.272, pruned_loss=0.0349, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2878, pruned_loss=0.05329, over 2476384.45 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07294, over 25867.93 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.286, pruned_loss=0.06018, over 2467261.22 frames. utt_duration=1252 frames, utt_pad_proportion=0.05971, over 7895.14 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2886, pruned_loss=0.0531, over 2477204.45 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07363, over 27296.37 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 09:38:56,364 INFO [train.py:927] (4/8) Epoch 18, batch 17900, giga_loss[loss=0.1788, simple_loss=0.2743, pruned_loss=0.04163, over 12373.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05563, over 181.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2861, pruned_loss=0.05305, over 2476696.34 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06989, over 25455.64 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2861, pruned_loss=0.06028, over 2467362.35 frames. utt_duration=1253 frames, utt_pad_proportion=0.05924, over 7888.19 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05274, over 2477332.07 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07073, over 26747.59 utterances.], batch size: 181, lr: 2.21e-04
2022-09-01 09:40:48,847 INFO [train.py:927] (4/8) Epoch 18, batch 17950, giga_loss[loss=0.2153, simple_loss=0.3056, pruned_loss=0.06244, over 12364.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2854, pruned_loss=0.05262, over 2476770.86 frames. utt_duration=394 frames, utt_pad_proportion=0.06973, over 25229.79 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2861, pruned_loss=0.06033, over 2467308.39 frames. utt_duration=1256 frames, utt_pad_proportion=0.05832, over 7866.60 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2858, pruned_loss=0.05222, over 2477490.85 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0707, over 26583.82 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 09:43:02,693 INFO [train.py:927] (4/8) Epoch 18, batch 18000, giga_loss[loss=0.1808, simple_loss=0.2723, pruned_loss=0.04467, over 12216.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.03036, over 36.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2856, pruned_loss=0.052, over 2477015.08 frames. utt_duration=403 frames, utt_pad_proportion=0.06814, over 24660.62 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2858, pruned_loss=0.06017, over 2466955.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.05723, over 7837.20 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2862, pruned_loss=0.05164, over 2478140.01 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06937, over 26158.16 utterances.], batch size: 36, lr: 2.21e-04
2022-09-01 09:43:02,694 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 09:43:18,113 INFO [train.py:967] (4/8) Epoch 18, validation: loss=0.17, simple_loss=0.281, pruned_loss=0.02955, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 09:45:18,272 INFO [train.py:927] (4/8) Epoch 18, batch 18050, giga_loss[loss=0.185, simple_loss=0.2765, pruned_loss=0.04672, over 12350.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03022, over 51.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2848, pruned_loss=0.0516, over 2476789.29 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06886, over 24445.77 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2857, pruned_loss=0.06017, over 2466771.18 frames. utt_duration=1249 frames, utt_pad_proportion=0.06178, over 7912.34 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2853, pruned_loss=0.05109, over 2478073.92 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06853, over 25938.18 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 09:47:19,254 INFO [train.py:927] (4/8) Epoch 18, batch 18100, giga_loss[loss=0.1953, simple_loss=0.2906, pruned_loss=0.04998, over 12429.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04946, over 162.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2867, pruned_loss=0.05057, over 2477543.91 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0661, over 24465.46 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2858, pruned_loss=0.06011, over 2466967.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.06148, over 7917.51 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2871, pruned_loss=0.05011, over 2478518.90 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06608, over 25855.48 utterances.], batch size: 162, lr: 2.21e-04
2022-09-01 09:49:29,710 INFO [train.py:927] (4/8) Epoch 18, batch 18150, giga_loss[loss=0.1799, simple_loss=0.2782, pruned_loss=0.04084, over 12354.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03278, over 58.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2871, pruned_loss=0.05003, over 2477858.08 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06822, over 24998.73 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2859, pruned_loss=0.06023, over 2467192.35 frames. utt_duration=1243 frames, utt_pad_proportion=0.06176, over 7949.66 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2874, pruned_loss=0.04937, over 2478628.60 frames. utt_duration=377.1 frames, utt_pad_proportion=0.06808, over 26376.06 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 09:51:30,922 INFO [train.py:927] (4/8) Epoch 18, batch 18200, giga_loss[loss=0.1986, simple_loss=0.281, pruned_loss=0.05807, over 12440.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02785, over 80.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2877, pruned_loss=0.05127, over 2478125.01 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07007, over 25405.50 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2857, pruned_loss=0.06019, over 2467267.90 frames. utt_duration=1248 frames, utt_pad_proportion=0.06042, over 7915.42 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2881, pruned_loss=0.05051, over 2478965.49 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07021, over 26974.99 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 09:54:00,258 INFO [train.py:927] (4/8) Epoch 18, batch 18250, giga_loss[loss=0.155, simple_loss=0.2527, pruned_loss=0.02858, over 12381.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.02496, over 62.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2875, pruned_loss=0.05182, over 2478597.19 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06995, over 24656.11 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2859, pruned_loss=0.06033, over 2467800.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.05951, over 7921.30 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2877, pruned_loss=0.05089, over 2479017.43 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07042, over 26310.38 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 09:56:07,870 INFO [train.py:927] (4/8) Epoch 18, batch 18300, giga_loss[loss=0.1754, simple_loss=0.2665, pruned_loss=0.04209, over 12446.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.0287, over 122.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2848, pruned_loss=0.05044, over 2478794.85 frames. utt_duration=405 frames, utt_pad_proportion=0.0671, over 24551.72 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2857, pruned_loss=0.06019, over 2467971.59 frames. utt_duration=1250 frames, utt_pad_proportion=0.05884, over 7905.53 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2851, pruned_loss=0.0497, over 2479128.40 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06783, over 26083.17 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 09:58:06,560 INFO [train.py:927] (4/8) Epoch 18, batch 18350, giga_loss[loss=0.2015, simple_loss=0.3055, pruned_loss=0.0487, over 12444.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0487, over 162.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2844, pruned_loss=0.0504, over 2478707.45 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06633, over 24156.46 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2855, pruned_loss=0.06019, over 2467610.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.05775, over 7878.13 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2848, pruned_loss=0.04959, over 2479527.27 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06732, over 25764.11 utterances.], batch size: 162, lr: 2.21e-04
2022-09-01 10:00:02,698 INFO [train.py:927] (4/8) Epoch 18, batch 18400, giga_loss[loss=0.1748, simple_loss=0.2688, pruned_loss=0.04044, over 12394.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02954, over 58.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2839, pruned_loss=0.05095, over 2478459.31 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06678, over 23631.60 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2858, pruned_loss=0.06043, over 2467584.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.05958, over 7905.42 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2839, pruned_loss=0.04967, over 2479645.63 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06726, over 25650.48 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 10:02:05,248 INFO [train.py:927] (4/8) Epoch 18, batch 18450, giga_loss[loss=0.1986, simple_loss=0.296, pruned_loss=0.05057, over 12372.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03987, over 145.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2843, pruned_loss=0.05146, over 2478632.43 frames. utt_duration=430 frames, utt_pad_proportion=0.067, over 23120.18 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2865, pruned_loss=0.06091, over 2467767.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.06302, over 7981.40 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2837, pruned_loss=0.04991, over 2479552.09 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06647, over 24856.88 utterances.], batch size: 145, lr: 2.21e-04
2022-09-01 10:04:18,036 INFO [train.py:927] (4/8) Epoch 18, batch 18500, giga_loss[loss=0.1825, simple_loss=0.2807, pruned_loss=0.04215, over 12261.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03717, over 28.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2843, pruned_loss=0.05078, over 2477894.10 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06785, over 23310.68 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2858, pruned_loss=0.06071, over 2467207.75 frames. utt_duration=1248 frames, utt_pad_proportion=0.06161, over 7919.87 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2844, pruned_loss=0.04942, over 2479482.30 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06779, over 25241.31 utterances.], batch size: 28, lr: 2.21e-04
2022-09-01 10:06:32,689 INFO [train.py:927] (4/8) Epoch 18, batch 18550, giga_loss[loss=0.1803, simple_loss=0.2651, pruned_loss=0.04768, over 12418.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03275, over 122.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.04997, over 2478085.93 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06915, over 23308.80 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2857, pruned_loss=0.06063, over 2466863.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.06555, over 7979.80 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2823, pruned_loss=0.04873, over 2479931.35 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06798, over 25154.83 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 10:08:27,023 INFO [train.py:927] (4/8) Epoch 18, batch 18600, libri_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07837, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006164, over 36.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2785, pruned_loss=0.04882, over 2478025.53 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06997, over 22944.81 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.286, pruned_loss=0.06058, over 2467173.50 frames. utt_duration=1240 frames, utt_pad_proportion=0.06456, over 7969.20 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2781, pruned_loss=0.04748, over 2479582.09 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06925, over 24915.69 utterances.], batch size: 36, lr: 2.21e-04
2022-09-01 10:10:20,855 INFO [train.py:927] (4/8) Epoch 18, batch 18650, giga_loss[loss=0.185, simple_loss=0.2801, pruned_loss=0.04491, over 12337.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03392, over 62.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2798, pruned_loss=0.04935, over 2477924.27 frames. utt_duration=437.7 frames, utt_pad_proportion=0.06689, over 22707.45 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2861, pruned_loss=0.06058, over 2467428.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.06404, over 7970.20 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2792, pruned_loss=0.04798, over 2479222.54 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06671, over 24688.80 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 10:12:21,811 INFO [train.py:927] (4/8) Epoch 18, batch 18700, giga_loss[loss=0.1776, simple_loss=0.2736, pruned_loss=0.04077, over 12396.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2794, pruned_loss=0.04905, over 2477657.26 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06824, over 23104.11 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2864, pruned_loss=0.06078, over 2467385.83 frames. utt_duration=1231 frames, utt_pad_proportion=0.06686, over 8025.74 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2784, pruned_loss=0.04739, over 2479063.22 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06708, over 25110.12 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 10:14:33,667 INFO [train.py:927] (4/8) Epoch 18, batch 18750, giga_loss[loss=0.1741, simple_loss=0.2685, pruned_loss=0.03988, over 12431.00 frames. utt_duration=233.4 frames, utt_pad_proportion=0.07386, over 214.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2783, pruned_loss=0.04904, over 2477554.75 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0719, over 24020.65 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06109, over 2467368.91 frames. utt_duration=1228 frames, utt_pad_proportion=0.06636, over 8046.85 utterances.], giga_tot_loss[loss=0.1857, simple_loss=0.277, pruned_loss=0.0472, over 2478921.10 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07093, over 25940.49 utterances.], batch size: 214, lr: 2.21e-04
2022-09-01 10:16:40,829 INFO [train.py:927] (4/8) Epoch 18, batch 18800, giga_loss[loss=0.1955, simple_loss=0.2787, pruned_loss=0.05613, over 12339.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03347, over 62.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2782, pruned_loss=0.04925, over 2477193.73 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06929, over 24577.92 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2862, pruned_loss=0.06074, over 2467392.16 frames. utt_duration=1234 frames, utt_pad_proportion=0.06518, over 8007.03 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2776, pruned_loss=0.04784, over 2478486.24 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06905, over 26510.00 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 10:18:34,881 INFO [train.py:927] (4/8) Epoch 18, batch 18850, giga_loss[loss=0.1789, simple_loss=0.2877, pruned_loss=0.0351, over 12343.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.278, pruned_loss=0.04915, over 2477241.40 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06833, over 24587.00 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2863, pruned_loss=0.06086, over 2467700.08 frames. utt_duration=1237 frames, utt_pad_proportion=0.06445, over 7989.96 utterances.], giga_tot_loss[loss=0.1864, simple_loss=0.2773, pruned_loss=0.04778, over 2478115.71 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0684, over 26351.31 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 10:20:32,206 INFO [train.py:927] (4/8) Epoch 18, batch 18900, giga_loss[loss=0.2173, simple_loss=0.3126, pruned_loss=0.06106, over 12371.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.0466, over 146.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2806, pruned_loss=0.04957, over 2477047.59 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06787, over 24459.81 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06074, over 2467455.34 frames. utt_duration=1241 frames, utt_pad_proportion=0.06309, over 7965.77 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2802, pruned_loss=0.04828, over 2478205.22 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06834, over 26339.71 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 10:22:30,669 INFO [train.py:927] (4/8) Epoch 18, batch 18950, giga_loss[loss=0.178, simple_loss=0.2759, pruned_loss=0.04007, over 12423.00 frames. utt_duration=375 frames, utt_pad_proportion=0.0384, over 133.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2814, pruned_loss=0.04938, over 2476633.27 frames. utt_duration=418 frames, utt_pad_proportion=0.0643, over 23767.18 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.286, pruned_loss=0.06075, over 2467246.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.06237, over 7951.33 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2809, pruned_loss=0.04822, over 2477854.76 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06512, over 25470.89 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 10:24:29,620 INFO [train.py:927] (4/8) Epoch 18, batch 19000, giga_loss[loss=0.1922, simple_loss=0.2782, pruned_loss=0.05308, over 12378.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02844, over 85.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2797, pruned_loss=0.04862, over 2476737.52 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06201, over 23303.53 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2856, pruned_loss=0.06065, over 2466900.50 frames. utt_duration=1248 frames, utt_pad_proportion=0.06144, over 7918.73 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2796, pruned_loss=0.04753, over 2478213.27 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06311, over 25026.64 utterances.], batch size: 85, lr: 2.21e-04
2022-09-01 10:26:26,698 INFO [train.py:927] (4/8) Epoch 18, batch 19050, giga_loss[loss=0.174, simple_loss=0.2611, pruned_loss=0.04346, over 12275.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02754, over 54.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2787, pruned_loss=0.04835, over 2476683.17 frames. utt_duration=436.5 frames, utt_pad_proportion=0.05917, over 22760.09 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2853, pruned_loss=0.06056, over 2467186.83 frames. utt_duration=1253 frames, utt_pad_proportion=0.05981, over 7886.98 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2787, pruned_loss=0.04717, over 2477933.83 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06074, over 24652.91 utterances.], batch size: 54, lr: 2.21e-04
2022-09-01 10:28:29,257 INFO [train.py:927] (4/8) Epoch 18, batch 19100, giga_loss[loss=0.2161, simple_loss=0.3074, pruned_loss=0.06238, over 12374.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0462, over 146.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2806, pruned_loss=0.0493, over 2476644.02 frames. utt_duration=444.2 frames, utt_pad_proportion=0.0568, over 22365.56 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.285, pruned_loss=0.06023, over 2467202.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.05836, over 7858.37 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2807, pruned_loss=0.04827, over 2477929.15 frames. utt_duration=407.5 frames, utt_pad_proportion=0.05866, over 24398.03 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 10:30:24,882 INFO [train.py:927] (4/8) Epoch 18, batch 19150, giga_loss[loss=0.186, simple_loss=0.279, pruned_loss=0.04651, over 12234.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03222, over 45.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05066, over 2476530.15 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06025, over 23918.85 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2849, pruned_loss=0.06017, over 2466913.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.05773, over 7836.63 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2829, pruned_loss=0.04977, over 2477928.81 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06157, over 25746.26 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 10:32:29,210 INFO [train.py:927] (4/8) Epoch 18, batch 19200, giga_loss[loss=0.2148, simple_loss=0.3112, pruned_loss=0.05921, over 12367.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04699, over 146.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2852, pruned_loss=0.05142, over 2476999.66 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06252, over 24748.56 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2846, pruned_loss=0.06005, over 2466929.38 frames. utt_duration=1264 frames, utt_pad_proportion=0.05737, over 7816.32 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2855, pruned_loss=0.05075, over 2478164.14 frames. utt_duration=377.6 frames, utt_pad_proportion=0.0635, over 26338.81 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 10:34:44,408 INFO [train.py:927] (4/8) Epoch 18, batch 19250, giga_loss[loss=0.1814, simple_loss=0.2729, pruned_loss=0.0449, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02692, over 55.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2833, pruned_loss=0.05069, over 2477088.55 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06299, over 24757.65 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2842, pruned_loss=0.05987, over 2466840.01 frames. utt_duration=1268 frames, utt_pad_proportion=0.0568, over 7788.22 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2839, pruned_loss=0.0502, over 2478223.41 frames. utt_duration=378.7 frames, utt_pad_proportion=0.0639, over 26261.13 utterances.], batch size: 55, lr: 2.21e-04
2022-09-01 10:36:44,163 INFO [train.py:927] (4/8) Epoch 18, batch 19300, giga_loss[loss=0.2126, simple_loss=0.2959, pruned_loss=0.06461, over 12416.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07031, over 213.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05048, over 2476708.03 frames. utt_duration=418.3 frames, utt_pad_proportion=0.05935, over 23750.18 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2843, pruned_loss=0.06001, over 2466821.93 frames. utt_duration=1271 frames, utt_pad_proportion=0.05567, over 7769.70 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2829, pruned_loss=0.04973, over 2477899.28 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06065, over 25404.87 utterances.], batch size: 213, lr: 2.21e-04
2022-09-01 10:38:50,240 INFO [train.py:927] (4/8) Epoch 18, batch 19350, giga_loss[loss=0.1856, simple_loss=0.2731, pruned_loss=0.04901, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03525, over 43.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2807, pruned_loss=0.04995, over 2477359.29 frames. utt_duration=424.6 frames, utt_pad_proportion=0.05875, over 23405.20 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2844, pruned_loss=0.06019, over 2466829.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.0549, over 7752.37 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2809, pruned_loss=0.04906, over 2478470.24 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06005, over 25003.47 utterances.], batch size: 43, lr: 2.21e-04
2022-09-01 10:40:54,106 INFO [train.py:927] (4/8) Epoch 18, batch 19400, giga_loss[loss=0.1824, simple_loss=0.2769, pruned_loss=0.04397, over 12371.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.03551, over 132.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2811, pruned_loss=0.04944, over 2477655.59 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06059, over 23973.02 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2848, pruned_loss=0.06038, over 2467144.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05411, over 7741.34 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2809, pruned_loss=0.04836, over 2478442.70 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06176, over 25556.79 utterances.], batch size: 132, lr: 2.21e-04
2022-09-01 10:42:44,257 INFO [train.py:927] (4/8) Epoch 18, batch 19450, giga_loss[loss=0.1794, simple_loss=0.2778, pruned_loss=0.04049, over 12345.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03237, over 51.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2829, pruned_loss=0.04918, over 2478039.34 frames. utt_duration=424.3 frames, utt_pad_proportion=0.0599, over 23425.87 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2853, pruned_loss=0.06052, over 2467445.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.05361, over 7768.36 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2821, pruned_loss=0.04769, over 2478866.24 frames. utt_duration=392 frames, utt_pad_proportion=0.06115, over 25373.48 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 10:44:52,673 INFO [train.py:927] (4/8) Epoch 18, batch 19500, giga_loss[loss=0.1738, simple_loss=0.2715, pruned_loss=0.03804, over 12472.00 frames. utt_duration=745.9 frames, utt_pad_proportion=0.03258, over 67.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2831, pruned_loss=0.04907, over 2477828.39 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06073, over 23472.18 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2853, pruned_loss=0.06059, over 2467170.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.05262, over 7742.47 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2824, pruned_loss=0.04754, over 2479008.27 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06199, over 25429.07 utterances.], batch size: 67, lr: 2.21e-04
2022-09-01 10:47:01,287 INFO [train.py:927] (4/8) Epoch 18, batch 19550, giga_loss[loss=0.1946, simple_loss=0.2915, pruned_loss=0.04886, over 12368.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02874, over 91.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2825, pruned_loss=0.04891, over 2477476.54 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0623, over 23351.08 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2852, pruned_loss=0.06051, over 2467011.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.0522, over 7761.84 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2819, pruned_loss=0.04725, over 2479057.80 frames. utt_duration=388.8 frames, utt_pad_proportion=0.0634, over 25583.47 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:49:16,214 INFO [train.py:927] (4/8) Epoch 18, batch 19600, giga_loss[loss=0.1981, simple_loss=0.295, pruned_loss=0.0506, over 12459.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03297, over 105.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2836, pruned_loss=0.04919, over 2477294.57 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06241, over 23644.12 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2848, pruned_loss=0.06036, over 2466834.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.05224, over 7755.64 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2835, pruned_loss=0.04776, over 2478942.84 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06334, over 25776.35 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 10:51:30,167 INFO [train.py:927] (4/8) Epoch 18, batch 19650, giga_loss[loss=0.2045, simple_loss=0.2886, pruned_loss=0.06023, over 12448.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2854, pruned_loss=0.04962, over 2477649.19 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06076, over 22929.35 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2847, pruned_loss=0.06032, over 2466820.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.05167, over 7757.14 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2854, pruned_loss=0.04815, over 2479380.61 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06192, over 25158.37 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 10:53:52,617 INFO [train.py:927] (4/8) Epoch 18, batch 19700, giga_loss[loss=0.1809, simple_loss=0.2694, pruned_loss=0.04623, over 12455.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03285, over 105.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2841, pruned_loss=0.04919, over 2478468.72 frames. utt_duration=443.6 frames, utt_pad_proportion=0.05767, over 22408.65 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2848, pruned_loss=0.06029, over 2466923.26 frames. utt_duration=1275 frames, utt_pad_proportion=0.05128, over 7747.60 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.284, pruned_loss=0.04796, over 2479829.26 frames. utt_duration=409.2 frames, utt_pad_proportion=0.05898, over 24308.84 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 10:56:01,937 INFO [train.py:927] (4/8) Epoch 18, batch 19750, giga_loss[loss=0.1808, simple_loss=0.2723, pruned_loss=0.04463, over 12382.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.02817, over 58.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2841, pruned_loss=0.04911, over 2478041.75 frames. utt_duration=434.7 frames, utt_pad_proportion=0.05823, over 22862.83 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2847, pruned_loss=0.06034, over 2466588.12 frames. utt_duration=1277 frames, utt_pad_proportion=0.05054, over 7737.06 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2841, pruned_loss=0.04783, over 2479693.54 frames. utt_duration=402.2 frames, utt_pad_proportion=0.05948, over 24734.80 utterances.], batch size: 58, lr: 2.21e-04
2022-09-01 10:57:58,700 INFO [train.py:927] (4/8) Epoch 18, batch 19800, giga_loss[loss=0.1863, simple_loss=0.2801, pruned_loss=0.04622, over 12439.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02919, over 122.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2865, pruned_loss=0.05008, over 2477951.41 frames. utt_duration=432.7 frames, utt_pad_proportion=0.05815, over 22970.46 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2848, pruned_loss=0.06036, over 2466715.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05416, over 7805.26 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2864, pruned_loss=0.04891, over 2479289.18 frames. utt_duration=404.3 frames, utt_pad_proportion=0.05822, over 24598.21 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 10:59:48,843 INFO [train.py:927] (4/8) Epoch 18, batch 19850, giga_loss[loss=0.1875, simple_loss=0.2832, pruned_loss=0.04594, over 12326.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.0292, over 66.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2842, pruned_loss=0.04957, over 2478157.83 frames. utt_duration=435 frames, utt_pad_proportion=0.05874, over 22848.70 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2849, pruned_loss=0.06037, over 2466933.91 frames. utt_duration=1268 frames, utt_pad_proportion=0.05357, over 7794.21 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2841, pruned_loss=0.0485, over 2479172.34 frames. utt_duration=408.7 frames, utt_pad_proportion=0.05893, over 24332.24 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 11:01:42,898 INFO [train.py:927] (4/8) Epoch 18, batch 19900, giga_loss[loss=0.1958, simple_loss=0.2992, pruned_loss=0.04619, over 12344.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2857, pruned_loss=0.05087, over 2476615.31 frames. utt_duration=433 frames, utt_pad_proportion=0.06139, over 22942.61 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2851, pruned_loss=0.0605, over 2466291.70 frames. utt_duration=1270 frames, utt_pad_proportion=0.0525, over 7778.41 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2854, pruned_loss=0.04957, over 2478379.67 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06173, over 24638.51 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 11:03:26,283 INFO [train.py:927] (4/8) Epoch 18, batch 19950, giga_loss[loss=0.2181, simple_loss=0.3021, pruned_loss=0.06708, over 12368.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1901, over 363.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2913, pruned_loss=0.05372, over 2475542.59 frames. utt_duration=436.2 frames, utt_pad_proportion=0.06376, over 22767.84 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2851, pruned_loss=0.06047, over 2466351.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05255, over 7793.92 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2911, pruned_loss=0.05256, over 2477062.16 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06392, over 24351.41 utterances.], batch size: 363, lr: 2.21e-04
2022-09-01 11:05:05,394 INFO [train.py:927] (4/8) Epoch 18, batch 20000, giga_loss[loss=0.2313, simple_loss=0.3088, pruned_loss=0.07691, over 12358.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2886, pruned_loss=0.05298, over 2474935.52 frames. utt_duration=464.3 frames, utt_pad_proportion=0.06207, over 21382.21 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2853, pruned_loss=0.06048, over 2466460.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.0565, over 7879.54 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2884, pruned_loss=0.0519, over 2476249.73 frames. utt_duration=434.2 frames, utt_pad_proportion=0.06128, over 22881.49 utterances.], batch size: 257, lr: 2.21e-04
2022-09-01 11:06:47,575 INFO [train.py:927] (4/8) Epoch 18, batch 20050, giga_loss[loss=0.1554, simple_loss=0.2437, pruned_loss=0.03361, over 12309.00 frames. utt_duration=913.2 frames, utt_pad_proportion=0.02434, over 54.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2826, pruned_loss=0.05116, over 2475066.47 frames. utt_duration=479.7 frames, utt_pad_proportion=0.05958, over 20697.29 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2853, pruned_loss=0.06043, over 2466399.41 frames. utt_duration=1255 frames, utt_pad_proportion=0.05566, over 7867.95 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2825, pruned_loss=0.0502, over 2476318.87 frames. utt_duration=448.7 frames, utt_pad_proportion=0.05938, over 22139.85 utterances.], batch size: 54, lr: 2.21e-04
2022-09-01 11:08:31,537 INFO [train.py:927] (4/8) Epoch 18, batch 20100, giga_loss[loss=0.1455, simple_loss=0.2284, pruned_loss=0.03126, over 12360.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.0468, over 31.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2748, pruned_loss=0.04881, over 2473767.44 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06042, over 20638.15 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2846, pruned_loss=0.06004, over 2465680.46 frames. utt_duration=1262 frames, utt_pad_proportion=0.05471, over 7826.68 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2752, pruned_loss=0.04817, over 2475588.31 frames. utt_duration=449.3 frames, utt_pad_proportion=0.06055, over 22107.49 utterances.], batch size: 31, lr: 2.21e-04
2022-09-01 11:10:14,204 INFO [train.py:927] (4/8) Epoch 18, batch 20150, giga_loss[loss=0.1592, simple_loss=0.2376, pruned_loss=0.04044, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03452, over 28.00 utterances.], tot_loss[loss=0.1813, simple_loss=0.2691, pruned_loss=0.04675, over 2474046.96 frames. utt_duration=495.7 frames, utt_pad_proportion=0.05895, over 20019.15 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2846, pruned_loss=0.06007, over 2465686.96 frames. utt_duration=1252 frames, utt_pad_proportion=0.05832, over 7884.43 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2693, pruned_loss=0.04604, over 2475580.54 frames. utt_duration=466.5 frames, utt_pad_proportion=0.05793, over 21288.96 utterances.], batch size: 28, lr: 2.21e-04
2022-09-01 11:11:57,960 INFO [train.py:927] (4/8) Epoch 18, batch 20200, giga_loss[loss=0.1728, simple_loss=0.2516, pruned_loss=0.04698, over 12354.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.1782, simple_loss=0.2649, pruned_loss=0.04574, over 2474202.49 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06067, over 20035.45 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2847, pruned_loss=0.06031, over 2466128.03 frames. utt_duration=1245 frames, utt_pad_proportion=0.06121, over 7932.92 utterances.], giga_tot_loss[loss=0.1768, simple_loss=0.2645, pruned_loss=0.04462, over 2475198.52 frames. utt_duration=466.3 frames, utt_pad_proportion=0.05879, over 21296.08 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 11:13:41,021 INFO [train.py:927] (4/8) Epoch 18, batch 20250, giga_loss[loss=0.1649, simple_loss=0.2488, pruned_loss=0.04045, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02808, over 45.00 utterances.], tot_loss[loss=0.1753, simple_loss=0.2613, pruned_loss=0.0446, over 2473752.57 frames. utt_duration=516.5 frames, utt_pad_proportion=0.0572, over 19209.42 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2848, pruned_loss=0.06037, over 2466271.95 frames. utt_duration=1249 frames, utt_pad_proportion=0.05965, over 7904.80 utterances.], giga_tot_loss[loss=0.1732, simple_loss=0.2602, pruned_loss=0.04314, over 2474668.47 frames. utt_duration=481.5 frames, utt_pad_proportion=0.05634, over 20619.45 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 11:15:24,409 INFO [train.py:927] (4/8) Epoch 18, batch 20300, giga_loss[loss=0.182, simple_loss=0.2677, pruned_loss=0.04816, over 12392.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.1716, simple_loss=0.2568, pruned_loss=0.04318, over 2473950.53 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06222, over 19302.08 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2846, pruned_loss=0.06035, over 2466228.33 frames. utt_duration=1253 frames, utt_pad_proportion=0.0591, over 7882.37 utterances.], giga_tot_loss[loss=0.1697, simple_loss=0.2557, pruned_loss=0.04182, over 2474812.51 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06143, over 20577.39 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 11:17:06,537 INFO [train.py:927] (4/8) Epoch 18, batch 20350, giga_loss[loss=0.1598, simple_loss=0.238, pruned_loss=0.04076, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.1683, simple_loss=0.2528, pruned_loss=0.04196, over 2472870.64 frames. utt_duration=522 frames, utt_pad_proportion=0.06282, over 19002.30 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2843, pruned_loss=0.0602, over 2465910.55 frames. utt_duration=1261 frames, utt_pad_proportion=0.05767, over 7832.28 utterances.], giga_tot_loss[loss=0.1661, simple_loss=0.2513, pruned_loss=0.04046, over 2474067.85 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06264, over 20416.15 utterances.], batch size: 258, lr: 2.21e-04
2022-09-01 11:18:48,830 INFO [train.py:927] (4/8) Epoch 18, batch 20400, giga_loss[loss=0.2029, simple_loss=0.2978, pruned_loss=0.05396, over 12362.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.1727, simple_loss=0.2574, pruned_loss=0.04398, over 2473506.39 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06179, over 19279.50 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.284, pruned_loss=0.06012, over 2465612.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.05739, over 7833.47 utterances.], giga_tot_loss[loss=0.1697, simple_loss=0.2552, pruned_loss=0.04211, over 2475017.29 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06187, over 20883.22 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 11:20:32,014 INFO [train.py:927] (4/8) Epoch 18, batch 20450, giga_loss[loss=0.2243, simple_loss=0.3122, pruned_loss=0.06822, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.1817, simple_loss=0.2671, pruned_loss=0.04814, over 2473134.97 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06373, over 18777.92 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.284, pruned_loss=0.06003, over 2465635.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05728, over 7835.51 utterances.], giga_tot_loss[loss=0.179, simple_loss=0.265, pruned_loss=0.0465, over 2474456.48 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06379, over 20263.91 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 11:22:15,977 INFO [train.py:927] (4/8) Epoch 18, batch 20500, giga_loss[loss=0.1853, simple_loss=0.2816, pruned_loss=0.04453, over 12400.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.2737, pruned_loss=0.05023, over 2473169.46 frames. utt_duration=531.7 frames, utt_pad_proportion=0.0662, over 18658.53 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2845, pruned_loss=0.06029, over 2465703.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06144, over 7930.61 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2714, pruned_loss=0.04852, over 2474278.05 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06471, over 19938.73 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 11:23:59,852 INFO [train.py:927] (4/8) Epoch 18, batch 20550, giga_loss[loss=0.1855, simple_loss=0.2712, pruned_loss=0.04985, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04753, over 31.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2776, pruned_loss=0.05135, over 2473418.24 frames. utt_duration=532 frames, utt_pad_proportion=0.06447, over 18649.27 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2845, pruned_loss=0.06033, over 2465471.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.06121, over 7931.98 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2755, pruned_loss=0.04973, over 2474700.01 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06353, over 19914.64 utterances.], batch size: 31, lr: 2.21e-04
2022-09-01 11:25:46,569 INFO [train.py:927] (4/8) Epoch 18, batch 20600, giga_loss[loss=0.2016, simple_loss=0.2941, pruned_loss=0.0546, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03441, over 80.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2816, pruned_loss=0.05357, over 2472584.27 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06597, over 18732.53 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2845, pruned_loss=0.06032, over 2465623.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.06035, over 7907.46 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2799, pruned_loss=0.05217, over 2473594.84 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06547, over 19953.31 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 11:27:28,289 INFO [train.py:927] (4/8) Epoch 18, batch 20650, giga_loss[loss=0.2165, simple_loss=0.3124, pruned_loss=0.06032, over 12382.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.286, pruned_loss=0.05549, over 2473255.04 frames. utt_duration=550.3 frames, utt_pad_proportion=0.0622, over 18026.07 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2847, pruned_loss=0.0605, over 2465844.83 frames. utt_duration=1246 frames, utt_pad_proportion=0.06015, over 7925.84 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2844, pruned_loss=0.05409, over 2474039.46 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06208, over 19213.99 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 11:29:10,970 INFO [train.py:927] (4/8) Epoch 18, batch 20700, giga_loss[loss=0.202, simple_loss=0.3032, pruned_loss=0.05043, over 12364.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02904, over 70.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2894, pruned_loss=0.05643, over 2472894.20 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06584, over 18295.50 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2847, pruned_loss=0.06045, over 2465687.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06063, over 7937.64 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2882, pruned_loss=0.05533, over 2473711.43 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06543, over 19313.61 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 11:30:55,899 INFO [train.py:927] (4/8) Epoch 18, batch 20750, giga_loss[loss=0.1946, simple_loss=0.2907, pruned_loss=0.04923, over 12335.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03114, over 62.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05614, over 2472872.33 frames. utt_duration=540 frames, utt_pad_proportion=0.06518, over 18369.00 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2843, pruned_loss=0.06026, over 2465613.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.06036, over 7938.31 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2898, pruned_loss=0.05533, over 2473800.43 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06508, over 19465.00 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 11:32:38,508 INFO [train.py:927] (4/8) Epoch 18, batch 20800, giga_loss[loss=0.1999, simple_loss=0.2902, pruned_loss=0.05476, over 12309.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02702, over 45.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.05688, over 2472312.13 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06504, over 18140.54 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2846, pruned_loss=0.06038, over 2465833.63 frames. utt_duration=1242 frames, utt_pad_proportion=0.06021, over 7953.21 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.05606, over 2472988.38 frames. utt_duration=517 frames, utt_pad_proportion=0.06511, over 19190.39 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 11:34:22,103 INFO [train.py:927] (4/8) Epoch 18, batch 20850, giga_loss[loss=0.2144, simple_loss=0.2946, pruned_loss=0.06705, over 12448.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04077, over 146.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.0591, over 2472306.72 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06358, over 17693.46 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2845, pruned_loss=0.06027, over 2465907.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.06357, over 8001.70 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2928, pruned_loss=0.0585, over 2472968.95 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06246, over 18764.29 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 11:36:06,951 INFO [train.py:927] (4/8) Epoch 18, batch 20900, giga_loss[loss=0.2186, simple_loss=0.3058, pruned_loss=0.06567, over 12345.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2925, pruned_loss=0.05968, over 2471190.04 frames. utt_duration=590.1 frames, utt_pad_proportion=0.0597, over 16794.80 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2842, pruned_loss=0.06018, over 2465727.06 frames. utt_duration=1234 frames, utt_pad_proportion=0.06279, over 8002.62 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.293, pruned_loss=0.05926, over 2472048.84 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05926, over 17906.24 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 11:37:51,328 INFO [train.py:927] (4/8) Epoch 18, batch 20950, giga_loss[loss=0.1889, simple_loss=0.2781, pruned_loss=0.04979, over 12444.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03524, over 37.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.292, pruned_loss=0.05981, over 2471948.56 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06266, over 17367.56 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2843, pruned_loss=0.06019, over 2465529.44 frames. utt_duration=1238 frames, utt_pad_proportion=0.06157, over 7972.83 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2925, pruned_loss=0.05948, over 2472974.09 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06263, over 18490.96 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 11:39:38,516 INFO [train.py:927] (4/8) Epoch 18, batch 21000, giga_loss[loss=0.2011, simple_loss=0.2782, pruned_loss=0.06203, over 12375.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03855, over 37.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2903, pruned_loss=0.05867, over 2472279.31 frames. utt_duration=542.9 frames, utt_pad_proportion=0.07022, over 18265.42 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2843, pruned_loss=0.06019, over 2465529.44 frames. utt_duration=1238 frames, utt_pad_proportion=0.06157, over 7972.83 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2906, pruned_loss=0.05841, over 2473077.49 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06985, over 19139.78 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 11:39:38,517 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 11:39:53,451 INFO [train.py:967] (4/8) Epoch 18, validation: loss=0.1729, simple_loss=0.2834, pruned_loss=0.0312, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 11:41:37,126 INFO [train.py:927] (4/8) Epoch 18, batch 21050, giga_loss[loss=0.1738, simple_loss=0.2527, pruned_loss=0.04743, over 12336.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03484, over 51.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2865, pruned_loss=0.05736, over 2472584.32 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06877, over 18925.49 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2839, pruned_loss=0.06008, over 2465399.84 frames. utt_duration=1245 frames, utt_pad_proportion=0.06062, over 7929.88 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2872, pruned_loss=0.05721, over 2473495.43 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06897, over 19908.97 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 11:43:19,436 INFO [train.py:927] (4/8) Epoch 18, batch 21100, giga_loss[loss=0.1928, simple_loss=0.2764, pruned_loss=0.05457, over 12412.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06837, over 212.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2844, pruned_loss=0.05707, over 2473347.07 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06947, over 19439.04 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2847, pruned_loss=0.0605, over 2465892.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.05936, over 7936.33 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2842, pruned_loss=0.05645, over 2473875.86 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07009, over 20578.41 utterances.], batch size: 212, lr: 2.20e-04
2022-09-01 11:45:01,520 INFO [train.py:927] (4/8) Epoch 18, batch 21150, giga_loss[loss=0.1848, simple_loss=0.2724, pruned_loss=0.04861, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03709, over 123.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2835, pruned_loss=0.05644, over 2473861.69 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06817, over 19082.25 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2846, pruned_loss=0.06061, over 2466231.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.05821, over 7930.79 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2835, pruned_loss=0.0557, over 2474274.54 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06932, over 20431.81 utterances.], batch size: 123, lr: 2.20e-04
2022-09-01 11:46:40,627 INFO [train.py:927] (4/8) Epoch 18, batch 21200, giga_loss[loss=0.2182, simple_loss=0.2968, pruned_loss=0.06979, over 12258.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02832, over 42.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2811, pruned_loss=0.0553, over 2472773.77 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06323, over 18270.24 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2841, pruned_loss=0.06036, over 2465882.79 frames. utt_duration=1249 frames, utt_pad_proportion=0.05777, over 7909.02 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2815, pruned_loss=0.05477, over 2473651.43 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06472, over 19715.25 utterances.], batch size: 42, lr: 2.20e-04
2022-09-01 11:48:23,522 INFO [train.py:927] (4/8) Epoch 18, batch 21250, giga_loss[loss=0.2022, simple_loss=0.2815, pruned_loss=0.06146, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02493, over 48.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2793, pruned_loss=0.05503, over 2473473.41 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06285, over 18056.02 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2845, pruned_loss=0.06057, over 2466142.93 frames. utt_duration=1239 frames, utt_pad_proportion=0.06065, over 7972.19 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2791, pruned_loss=0.05431, over 2474052.81 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06305, over 19338.16 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 11:50:01,519 INFO [train.py:927] (4/8) Epoch 18, batch 21300, giga_loss[loss=0.2038, simple_loss=0.2899, pruned_loss=0.05881, over 12426.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06135, over 183.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2776, pruned_loss=0.05494, over 2474585.26 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06088, over 17731.77 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2854, pruned_loss=0.06135, over 2466320.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06499, over 8083.91 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2764, pruned_loss=0.0535, over 2475093.16 frames. utt_duration=524.7 frames, utt_pad_proportion=0.0595, over 18922.14 utterances.], batch size: 183, lr: 2.20e-04
2022-09-01 11:51:42,217 INFO [train.py:927] (4/8) Epoch 18, batch 21350, giga_loss[loss=0.2051, simple_loss=0.2866, pruned_loss=0.06181, over 12420.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04914, over 161.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2756, pruned_loss=0.05453, over 2474042.51 frames. utt_duration=586.8 frames, utt_pad_proportion=0.05689, over 16908.80 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2857, pruned_loss=0.0618, over 2466487.11 frames. utt_duration=1218 frames, utt_pad_proportion=0.06442, over 8112.55 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2739, pruned_loss=0.05263, over 2474675.78 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05607, over 18268.73 utterances.], batch size: 161, lr: 2.20e-04
2022-09-01 11:53:21,793 INFO [train.py:927] (4/8) Epoch 18, batch 21400, giga_loss[loss=0.1666, simple_loss=0.2558, pruned_loss=0.03872, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03183, over 85.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2728, pruned_loss=0.05315, over 2474532.07 frames. utt_duration=613 frames, utt_pad_proportion=0.05314, over 16187.76 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2854, pruned_loss=0.06155, over 2466563.40 frames. utt_duration=1221 frames, utt_pad_proportion=0.06343, over 8088.52 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2714, pruned_loss=0.05163, over 2475180.10 frames. utt_duration=566.4 frames, utt_pad_proportion=0.05302, over 17525.35 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 11:55:06,473 INFO [train.py:927] (4/8) Epoch 18, batch 21450, giga_loss[loss=0.1923, simple_loss=0.2768, pruned_loss=0.05388, over 12230.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02921, over 39.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2736, pruned_loss=0.05377, over 2474597.86 frames. utt_duration=599.8 frames, utt_pad_proportion=0.05494, over 16545.00 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2858, pruned_loss=0.0618, over 2466935.38 frames. utt_duration=1206 frames, utt_pad_proportion=0.06707, over 8190.03 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2718, pruned_loss=0.05218, over 2474916.95 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05298, over 17667.87 utterances.], batch size: 39, lr: 2.20e-04
2022-09-01 11:56:50,499 INFO [train.py:927] (4/8) Epoch 18, batch 21500, giga_loss[loss=0.1986, simple_loss=0.2809, pruned_loss=0.05812, over 12221.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04038, over 28.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2767, pruned_loss=0.05557, over 2474381.06 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05922, over 16598.89 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2857, pruned_loss=0.06191, over 2467122.27 frames. utt_duration=1204 frames, utt_pad_proportion=0.06885, over 8208.43 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.275, pruned_loss=0.05391, over 2474717.50 frames. utt_duration=558 frames, utt_pad_proportion=0.05654, over 17788.54 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 11:58:29,456 INFO [train.py:927] (4/8) Epoch 18, batch 21550, giga_loss[loss=0.2073, simple_loss=0.2806, pruned_loss=0.06698, over 12337.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03295, over 51.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2829, pruned_loss=0.05926, over 2475035.59 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05829, over 16694.87 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2862, pruned_loss=0.06244, over 2467298.37 frames. utt_duration=1207 frames, utt_pad_proportion=0.06795, over 8187.06 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2809, pruned_loss=0.05731, over 2475389.83 frames. utt_duration=553 frames, utt_pad_proportion=0.05652, over 17953.46 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 12:00:14,039 INFO [train.py:927] (4/8) Epoch 18, batch 21600, giga_loss[loss=0.2092, simple_loss=0.2943, pruned_loss=0.06202, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03433, over 51.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2862, pruned_loss=0.06006, over 2474408.23 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06649, over 17622.63 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2856, pruned_loss=0.06214, over 2467560.06 frames. utt_duration=1214 frames, utt_pad_proportion=0.06677, over 8141.85 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2851, pruned_loss=0.05871, over 2474603.58 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06509, over 18869.24 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 12:01:52,787 INFO [train.py:927] (4/8) Epoch 18, batch 21650, libri_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06103, over 12372.00 frames. utt_duration=953.2 frames, utt_pad_proportion=0.07817, over 52.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2916, pruned_loss=0.06193, over 2474244.17 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06769, over 17695.40 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2858, pruned_loss=0.06218, over 2467653.53 frames. utt_duration=1203 frames, utt_pad_proportion=0.07013, over 8215.95 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2908, pruned_loss=0.06079, over 2474559.18 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06535, over 18991.28 utterances.], batch size: 52, lr: 2.20e-04
2022-09-01 12:03:32,726 INFO [train.py:927] (4/8) Epoch 18, batch 21700, giga_loss[loss=0.198, simple_loss=0.2919, pruned_loss=0.05207, over 12375.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02758, over 91.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2897, pruned_loss=0.05918, over 2473885.17 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06153, over 17279.89 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2857, pruned_loss=0.06213, over 2467613.93 frames. utt_duration=1202 frames, utt_pad_proportion=0.06932, over 8220.28 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2892, pruned_loss=0.05827, over 2474394.62 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06026, over 18643.26 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 12:05:18,153 INFO [train.py:927] (4/8) Epoch 18, batch 21750, giga_loss[loss=0.2028, simple_loss=0.2935, pruned_loss=0.05608, over 12395.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2889, pruned_loss=0.05794, over 2474216.02 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05985, over 17421.11 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2855, pruned_loss=0.06204, over 2467762.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.06834, over 8188.08 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2888, pruned_loss=0.05724, over 2474595.57 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05925, over 18687.79 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 12:07:03,105 INFO [train.py:927] (4/8) Epoch 18, batch 21800, giga_loss[loss=0.1977, simple_loss=0.2893, pruned_loss=0.05309, over 12323.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2908, pruned_loss=0.05881, over 2474475.63 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06044, over 17478.51 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2855, pruned_loss=0.06207, over 2467889.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.06705, over 8155.71 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2908, pruned_loss=0.05814, over 2474802.67 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06035, over 18710.51 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:08:44,655 INFO [train.py:927] (4/8) Epoch 18, batch 21850, giga_loss[loss=0.2279, simple_loss=0.3017, pruned_loss=0.07709, over 12243.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03028, over 42.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2938, pruned_loss=0.0609, over 2474360.42 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06233, over 17943.78 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2859, pruned_loss=0.0623, over 2467901.56 frames. utt_duration=1201 frames, utt_pad_proportion=0.07097, over 8230.17 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2935, pruned_loss=0.06012, over 2474659.00 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06043, over 18924.41 utterances.], batch size: 42, lr: 2.20e-04
2022-09-01 12:10:26,479 INFO [train.py:927] (4/8) Epoch 18, batch 21900, giga_loss[loss=0.2117, simple_loss=0.2963, pruned_loss=0.06355, over 12387.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2949, pruned_loss=0.06193, over 2474424.16 frames. utt_duration=559.3 frames, utt_pad_proportion=0.0627, over 17743.13 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.286, pruned_loss=0.06227, over 2468048.77 frames. utt_duration=1203 frames, utt_pad_proportion=0.06973, over 8213.56 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2947, pruned_loss=0.06132, over 2474684.77 frames. utt_duration=529 frames, utt_pad_proportion=0.0616, over 18764.40 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 12:12:09,669 INFO [train.py:927] (4/8) Epoch 18, batch 21950, giga_loss[loss=0.2235, simple_loss=0.3012, pruned_loss=0.07293, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03423, over 37.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2954, pruned_loss=0.06186, over 2474317.22 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06219, over 17222.44 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2859, pruned_loss=0.06211, over 2467625.65 frames. utt_duration=1208 frames, utt_pad_proportion=0.06791, over 8184.34 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2958, pruned_loss=0.06152, over 2475198.27 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06192, over 18423.16 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 12:13:50,669 INFO [train.py:927] (4/8) Epoch 18, batch 22000, giga_loss[loss=0.2248, simple_loss=0.3092, pruned_loss=0.07023, over 12400.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05095, over 34.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2961, pruned_loss=0.06193, over 2474891.04 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05907, over 16499.18 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2856, pruned_loss=0.06193, over 2467576.92 frames. utt_duration=1211 frames, utt_pad_proportion=0.06745, over 8163.54 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2968, pruned_loss=0.06183, over 2475691.89 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05919, over 17544.14 utterances.], batch size: 34, lr: 2.20e-04
2022-09-01 12:15:32,737 INFO [train.py:927] (4/8) Epoch 18, batch 22050, libri_loss[loss=0.1798, simple_loss=0.2634, pruned_loss=0.0481, over 12133.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005894, over 32.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06132, over 2474347.20 frames. utt_duration=619 frames, utt_pad_proportion=0.05664, over 16028.61 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2851, pruned_loss=0.0616, over 2467096.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06604, over 8112.27 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2957, pruned_loss=0.06155, over 2475644.49 frames. utt_duration=579.4 frames, utt_pad_proportion=0.0574, over 17135.78 utterances.], batch size: 32, lr: 2.20e-04
2022-09-01 12:17:12,739 INFO [train.py:927] (4/8) Epoch 18, batch 22100, giga_loss[loss=0.2089, simple_loss=0.2968, pruned_loss=0.06054, over 12410.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02882, over 62.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2932, pruned_loss=0.06143, over 2473922.21 frames. utt_duration=636.1 frames, utt_pad_proportion=0.0565, over 15594.15 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2844, pruned_loss=0.06133, over 2467145.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.06445, over 8064.93 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2952, pruned_loss=0.06185, over 2475184.68 frames. utt_duration=590.4 frames, utt_pad_proportion=0.0577, over 16813.47 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 12:18:53,497 INFO [train.py:927] (4/8) Epoch 18, batch 22150, libri_loss[loss=0.1854, simple_loss=0.2596, pruned_loss=0.05561, over 12178.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006093, over 33.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2936, pruned_loss=0.06189, over 2472623.32 frames. utt_duration=644.4 frames, utt_pad_proportion=0.05449, over 15384.16 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2843, pruned_loss=0.06136, over 2466886.80 frames. utt_duration=1233 frames, utt_pad_proportion=0.06246, over 8015.81 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2957, pruned_loss=0.06224, over 2474183.33 frames. utt_duration=593.2 frames, utt_pad_proportion=0.05633, over 16726.54 utterances.], batch size: 33, lr: 2.20e-04
2022-09-01 12:20:36,064 INFO [train.py:927] (4/8) Epoch 18, batch 22200, giga_loss[loss=0.1996, simple_loss=0.2879, pruned_loss=0.05562, over 12359.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03308, over 51.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2952, pruned_loss=0.06218, over 2472325.31 frames. utt_duration=653.8 frames, utt_pad_proportion=0.05304, over 15161.41 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2847, pruned_loss=0.0615, over 2467208.48 frames. utt_duration=1222 frames, utt_pad_proportion=0.06643, over 8085.65 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2967, pruned_loss=0.06233, over 2473336.48 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05257, over 16252.84 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 12:22:18,173 INFO [train.py:927] (4/8) Epoch 18, batch 22250, giga_loss[loss=0.1902, simple_loss=0.2832, pruned_loss=0.04859, over 12382.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2948, pruned_loss=0.062, over 2472989.86 frames. utt_duration=647.3 frames, utt_pad_proportion=0.0507, over 15316.92 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2847, pruned_loss=0.06146, over 2467445.54 frames. utt_duration=1225 frames, utt_pad_proportion=0.06519, over 8066.58 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2962, pruned_loss=0.06215, over 2473744.09 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05083, over 16397.97 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:23:59,787 INFO [train.py:927] (4/8) Epoch 18, batch 22300, giga_loss[loss=0.1763, simple_loss=0.2662, pruned_loss=0.0432, over 12356.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2912, pruned_loss=0.06045, over 2471863.05 frames. utt_duration=672.4 frames, utt_pad_proportion=0.04839, over 14737.68 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2841, pruned_loss=0.06112, over 2467526.72 frames. utt_duration=1230 frames, utt_pad_proportion=0.06417, over 8036.26 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2931, pruned_loss=0.06087, over 2472522.14 frames. utt_duration=626.6 frames, utt_pad_proportion=0.04891, over 15821.59 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 12:25:39,940 INFO [train.py:927] (4/8) Epoch 18, batch 22350, giga_loss[loss=0.2118, simple_loss=0.2987, pruned_loss=0.06247, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0423, over 146.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2891, pruned_loss=0.0597, over 2471408.89 frames. utt_duration=670.2 frames, utt_pad_proportion=0.0506, over 14783.60 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2836, pruned_loss=0.06077, over 2467270.27 frames. utt_duration=1237 frames, utt_pad_proportion=0.0624, over 7989.65 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2913, pruned_loss=0.06032, over 2472360.32 frames. utt_duration=620.4 frames, utt_pad_proportion=0.05139, over 15980.34 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 12:27:21,220 INFO [train.py:927] (4/8) Epoch 18, batch 22400, giga_loss[loss=0.1893, simple_loss=0.2697, pruned_loss=0.05443, over 12376.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04338, over 37.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2858, pruned_loss=0.05829, over 2471627.85 frames. utt_duration=667.6 frames, utt_pad_proportion=0.05279, over 14841.51 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2839, pruned_loss=0.06089, over 2467298.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.06174, over 7987.72 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2874, pruned_loss=0.05864, over 2472467.65 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05349, over 15957.68 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 12:29:02,928 INFO [train.py:927] (4/8) Epoch 18, batch 22450, giga_loss[loss=0.1778, simple_loss=0.2639, pruned_loss=0.0459, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03141, over 58.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2829, pruned_loss=0.05749, over 2470694.75 frames. utt_duration=658.8 frames, utt_pad_proportion=0.05344, over 15034.33 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2838, pruned_loss=0.06072, over 2467435.67 frames. utt_duration=1244 frames, utt_pad_proportion=0.05992, over 7944.98 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2844, pruned_loss=0.05784, over 2471417.62 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05469, over 16241.34 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:30:43,881 INFO [train.py:927] (4/8) Epoch 18, batch 22500, giga_loss[loss=0.1983, simple_loss=0.2981, pruned_loss=0.04921, over 12362.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04147, over 113.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2822, pruned_loss=0.05674, over 2472224.44 frames. utt_duration=626.3 frames, utt_pad_proportion=0.05948, over 15826.42 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2839, pruned_loss=0.06083, over 2467779.01 frames. utt_duration=1233 frames, utt_pad_proportion=0.06357, over 8012.80 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2832, pruned_loss=0.05684, over 2472591.99 frames. utt_duration=586.4 frames, utt_pad_proportion=0.0585, over 16909.54 utterances.], batch size: 113, lr: 2.20e-04
2022-09-01 12:32:26,232 INFO [train.py:927] (4/8) Epoch 18, batch 22550, giga_loss[loss=0.2142, simple_loss=0.3048, pruned_loss=0.06179, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2843, pruned_loss=0.0572, over 2472050.64 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06259, over 16988.10 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.284, pruned_loss=0.06089, over 2467908.45 frames. utt_duration=1232 frames, utt_pad_proportion=0.06321, over 8021.46 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.285, pruned_loss=0.05717, over 2472293.98 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06187, over 17952.11 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 12:34:05,696 INFO [train.py:927] (4/8) Epoch 18, batch 22600, giga_loss[loss=0.1725, simple_loss=0.2617, pruned_loss=0.0417, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02823, over 48.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2856, pruned_loss=0.05716, over 2472781.66 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06766, over 18139.37 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2845, pruned_loss=0.06104, over 2468422.55 frames. utt_duration=1229 frames, utt_pad_proportion=0.06309, over 8042.45 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2858, pruned_loss=0.05693, over 2472598.93 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06693, over 19106.42 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 12:35:47,761 INFO [train.py:927] (4/8) Epoch 18, batch 22650, giga_loss[loss=0.1785, simple_loss=0.2785, pruned_loss=0.0392, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2846, pruned_loss=0.05589, over 2474002.47 frames. utt_duration=557 frames, utt_pad_proportion=0.06229, over 17814.94 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2847, pruned_loss=0.06112, over 2468665.78 frames. utt_duration=1231 frames, utt_pad_proportion=0.06259, over 8034.05 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2846, pruned_loss=0.05558, over 2473682.37 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06213, over 18673.49 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 12:37:30,147 INFO [train.py:927] (4/8) Epoch 18, batch 22700, giga_loss[loss=0.2176, simple_loss=0.3004, pruned_loss=0.06737, over 12358.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2852, pruned_loss=0.05641, over 2473587.24 frames. utt_duration=555.9 frames, utt_pad_proportion=0.063, over 17847.71 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2848, pruned_loss=0.06128, over 2468562.27 frames. utt_duration=1232 frames, utt_pad_proportion=0.06172, over 8023.44 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.285, pruned_loss=0.0559, over 2473541.05 frames. utt_duration=528.9 frames, utt_pad_proportion=0.0632, over 18760.43 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 12:39:12,776 INFO [train.py:927] (4/8) Epoch 18, batch 22750, giga_loss[loss=0.1976, simple_loss=0.2946, pruned_loss=0.05032, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04255, over 146.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2871, pruned_loss=0.05676, over 2473043.26 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06308, over 17450.70 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.285, pruned_loss=0.06139, over 2468745.42 frames. utt_duration=1232 frames, utt_pad_proportion=0.06134, over 8025.18 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2868, pruned_loss=0.05621, over 2472870.02 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06338, over 18256.35 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 12:40:55,614 INFO [train.py:927] (4/8) Epoch 18, batch 22800, giga_loss[loss=0.1973, simple_loss=0.2873, pruned_loss=0.05363, over 12363.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03267, over 62.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2875, pruned_loss=0.05686, over 2473055.49 frames. utt_duration=586.9 frames, utt_pad_proportion=0.0595, over 16897.09 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2845, pruned_loss=0.06119, over 2468619.42 frames. utt_duration=1240 frames, utt_pad_proportion=0.06007, over 7971.06 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2877, pruned_loss=0.05645, over 2473156.94 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06041, over 17868.33 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 12:42:35,140 INFO [train.py:927] (4/8) Epoch 18, batch 22850, libri_loss[loss=0.1958, simple_loss=0.2804, pruned_loss=0.05564, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006487, over 32.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2882, pruned_loss=0.05683, over 2473088.15 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05581, over 16212.05 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.285, pruned_loss=0.06122, over 2468703.26 frames. utt_duration=1239 frames, utt_pad_proportion=0.0591, over 7980.66 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2881, pruned_loss=0.05632, over 2473281.82 frames. utt_duration=573 frames, utt_pad_proportion=0.05716, over 17311.48 utterances.], batch size: 32, lr: 2.20e-04
2022-09-01 12:44:18,441 INFO [train.py:927] (4/8) Epoch 18, batch 22900, giga_loss[loss=0.2002, simple_loss=0.2805, pruned_loss=0.05993, over 12391.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04384, over 31.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2873, pruned_loss=0.05638, over 2473458.94 frames. utt_duration=614.6 frames, utt_pad_proportion=0.05538, over 16137.73 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.285, pruned_loss=0.06119, over 2468420.24 frames. utt_duration=1238 frames, utt_pad_proportion=0.05887, over 7984.49 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2872, pruned_loss=0.0559, over 2473947.09 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05649, over 17192.83 utterances.], batch size: 31, lr: 2.20e-04
2022-09-01 12:46:00,244 INFO [train.py:927] (4/8) Epoch 18, batch 22950, giga_loss[loss=0.2006, simple_loss=0.2879, pruned_loss=0.05661, over 12403.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02451, over 66.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2853, pruned_loss=0.05576, over 2473461.31 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05467, over 16228.59 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2846, pruned_loss=0.06099, over 2468386.06 frames. utt_duration=1245 frames, utt_pad_proportion=0.05762, over 7938.53 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2857, pruned_loss=0.05542, over 2474020.06 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05605, over 17336.91 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 12:47:39,901 INFO [train.py:927] (4/8) Epoch 18, batch 23000, giga_loss[loss=0.1903, simple_loss=0.2935, pruned_loss=0.04361, over 12315.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02638, over 79.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2858, pruned_loss=0.05498, over 2473468.50 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05325, over 16204.93 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2847, pruned_loss=0.06095, over 2468238.45 frames. utt_duration=1234 frames, utt_pad_proportion=0.06134, over 8011.03 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2861, pruned_loss=0.05464, over 2474110.67 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05287, over 17173.00 utterances.], batch size: 79, lr: 2.20e-04
2022-09-01 12:49:21,472 INFO [train.py:927] (4/8) Epoch 18, batch 23050, giga_loss[loss=0.2249, simple_loss=0.3101, pruned_loss=0.06985, over 12450.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0364, over 133.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2858, pruned_loss=0.05526, over 2473967.89 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05357, over 16556.21 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2849, pruned_loss=0.06106, over 2468473.82 frames. utt_duration=1224 frames, utt_pad_proportion=0.06534, over 8074.60 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2858, pruned_loss=0.05475, over 2474392.86 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05128, over 17451.60 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 12:51:00,811 INFO [train.py:927] (4/8) Epoch 18, batch 23100, giga_loss[loss=0.1922, simple_loss=0.2706, pruned_loss=0.05686, over 12448.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03388, over 86.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2839, pruned_loss=0.05539, over 2474471.51 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05132, over 16692.95 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2848, pruned_loss=0.06105, over 2468497.59 frames. utt_duration=1226 frames, utt_pad_proportion=0.06469, over 8061.48 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.284, pruned_loss=0.05492, over 2474867.29 frames. utt_duration=566.4 frames, utt_pad_proportion=0.04981, over 17523.05 utterances.], batch size: 86, lr: 2.20e-04
2022-09-01 12:52:40,562 INFO [train.py:927] (4/8) Epoch 18, batch 23150, giga_loss[loss=0.1624, simple_loss=0.2455, pruned_loss=0.03968, over 12211.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03427, over 33.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2829, pruned_loss=0.05611, over 2474292.07 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05282, over 17231.75 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2847, pruned_loss=0.06106, over 2468516.15 frames. utt_duration=1226 frames, utt_pad_proportion=0.06437, over 8061.12 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.283, pruned_loss=0.0556, over 2474722.78 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05157, over 18084.47 utterances.], batch size: 33, lr: 2.20e-04
2022-09-01 12:54:22,072 INFO [train.py:927] (4/8) Epoch 18, batch 23200, giga_loss[loss=0.1835, simple_loss=0.2687, pruned_loss=0.04921, over 12347.00 frames. utt_duration=970 frames, utt_pad_proportion=0.0339, over 51.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2803, pruned_loss=0.05505, over 2474097.97 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05481, over 16821.76 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2855, pruned_loss=0.06142, over 2468761.95 frames. utt_duration=1217 frames, utt_pad_proportion=0.06732, over 8123.85 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2796, pruned_loss=0.05417, over 2474344.47 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05215, over 17642.35 utterances.], batch size: 51, lr: 2.20e-04
2022-09-01 12:56:02,904 INFO [train.py:927] (4/8) Epoch 18, batch 23250, giga_loss[loss=0.2332, simple_loss=0.3153, pruned_loss=0.07551, over 12403.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03176, over 80.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2772, pruned_loss=0.05361, over 2473912.58 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05177, over 16347.08 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2852, pruned_loss=0.06125, over 2468437.04 frames. utt_duration=1222 frames, utt_pad_proportion=0.06649, over 8091.56 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2768, pruned_loss=0.05294, over 2474509.88 frames. utt_duration=577.4 frames, utt_pad_proportion=0.04999, over 17187.77 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 12:57:44,830 INFO [train.py:927] (4/8) Epoch 18, batch 23300, giga_loss[loss=0.1988, simple_loss=0.2884, pruned_loss=0.05462, over 12481.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02567, over 55.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2792, pruned_loss=0.05447, over 2473771.33 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05242, over 16775.52 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2852, pruned_loss=0.06123, over 2468421.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.06625, over 8093.63 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2787, pruned_loss=0.05383, over 2474371.35 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05099, over 17592.30 utterances.], batch size: 55, lr: 2.20e-04
2022-09-01 12:59:27,859 INFO [train.py:927] (4/8) Epoch 18, batch 23350, giga_loss[loss=0.2595, simple_loss=0.3285, pruned_loss=0.09521, over 12371.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2821, pruned_loss=0.05554, over 2473735.61 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05226, over 17196.40 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2848, pruned_loss=0.06104, over 2468544.49 frames. utt_duration=1227 frames, utt_pad_proportion=0.06504, over 8055.67 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.282, pruned_loss=0.05505, over 2474228.75 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05153, over 18081.50 utterances.], batch size: 259, lr: 2.20e-04
2022-09-01 13:01:09,683 INFO [train.py:927] (4/8) Epoch 18, batch 23400, libri_loss[loss=0.199, simple_loss=0.2845, pruned_loss=0.05673, over 12286.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006883, over 37.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.284, pruned_loss=0.05651, over 2473590.44 frames. utt_duration=581.1 frames, utt_pad_proportion=0.0539, over 17071.36 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2848, pruned_loss=0.06096, over 2468485.18 frames. utt_duration=1234 frames, utt_pad_proportion=0.06314, over 8011.45 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2838, pruned_loss=0.05599, over 2474223.74 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05382, over 18154.61 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 13:02:56,045 INFO [train.py:927] (4/8) Epoch 18, batch 23450, giga_loss[loss=0.2241, simple_loss=0.3122, pruned_loss=0.06799, over 12361.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03153, over 97.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2892, pruned_loss=0.05964, over 2473938.53 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05647, over 17249.31 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.285, pruned_loss=0.06109, over 2468563.37 frames. utt_duration=1226 frames, utt_pad_proportion=0.06587, over 8061.34 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2889, pruned_loss=0.05906, over 2474517.88 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05521, over 18275.85 utterances.], batch size: 97, lr: 2.20e-04
2022-09-01 13:04:36,862 INFO [train.py:927] (4/8) Epoch 18, batch 23500, giga_loss[loss=0.2583, simple_loss=0.3329, pruned_loss=0.09182, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2957, pruned_loss=0.06406, over 2474208.76 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06291, over 18325.71 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2852, pruned_loss=0.06119, over 2468962.21 frames. utt_duration=1231 frames, utt_pad_proportion=0.06411, over 8035.65 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2956, pruned_loss=0.06353, over 2474457.66 frames. utt_duration=509 frames, utt_pad_proportion=0.06229, over 19501.45 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 13:06:23,042 INFO [train.py:927] (4/8) Epoch 18, batch 23550, giga_loss[loss=0.2028, simple_loss=0.2909, pruned_loss=0.05737, over 12479.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02875, over 55.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3009, pruned_loss=0.0677, over 2474303.36 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06248, over 18198.91 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2847, pruned_loss=0.061, over 2468863.58 frames. utt_duration=1231 frames, utt_pad_proportion=0.06395, over 8029.75 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3014, pruned_loss=0.0675, over 2474668.66 frames. utt_duration=514 frames, utt_pad_proportion=0.06207, over 19312.21 utterances.], batch size: 55, lr: 2.20e-04
2022-09-01 13:08:06,985 INFO [train.py:927] (4/8) Epoch 18, batch 23600, giga_loss[loss=0.2357, simple_loss=0.3126, pruned_loss=0.07939, over 12376.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02742, over 91.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3047, pruned_loss=0.07093, over 2474256.99 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06362, over 18688.61 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2845, pruned_loss=0.06087, over 2468741.66 frames. utt_duration=1236 frames, utt_pad_proportion=0.06272, over 8001.27 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07106, over 2474800.45 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06368, over 19829.15 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 13:09:52,585 INFO [train.py:927] (4/8) Epoch 18, batch 23650, giga_loss[loss=0.2532, simple_loss=0.3315, pruned_loss=0.08742, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3094, pruned_loss=0.07502, over 2474580.35 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06266, over 19716.90 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2844, pruned_loss=0.06075, over 2468590.98 frames. utt_duration=1235 frames, utt_pad_proportion=0.06218, over 8006.73 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3107, pruned_loss=0.07553, over 2475306.73 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06295, over 20916.34 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 13:11:40,529 INFO [train.py:927] (4/8) Epoch 18, batch 23700, giga_loss[loss=0.2376, simple_loss=0.3177, pruned_loss=0.07871, over 12375.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3131, pruned_loss=0.07856, over 2474728.10 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06632, over 20803.19 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.284, pruned_loss=0.06058, over 2468589.60 frames. utt_duration=1242 frames, utt_pad_proportion=0.06034, over 7961.16 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3156, pruned_loss=0.07981, over 2475563.51 frames. utt_duration=445.6 frames, utt_pad_proportion=0.06709, over 22298.38 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 13:13:36,150 INFO [train.py:927] (4/8) Epoch 18, batch 23750, giga_loss[loss=0.2498, simple_loss=0.3293, pruned_loss=0.08509, over 12423.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06169, over 183.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07961, over 2475666.74 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07108, over 21509.78 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.284, pruned_loss=0.06058, over 2468589.60 frames. utt_duration=1242 frames, utt_pad_proportion=0.06034, over 7961.16 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3158, pruned_loss=0.08058, over 2476316.95 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07143, over 22673.51 utterances.], batch size: 183, lr: 2.20e-04
2022-09-01 13:15:19,817 INFO [train.py:927] (4/8) Epoch 18, batch 23800, giga_loss[loss=0.2164, simple_loss=0.3128, pruned_loss=0.06002, over 12397.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02649, over 70.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3156, pruned_loss=0.08058, over 2476273.43 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07603, over 22002.12 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2841, pruned_loss=0.06063, over 2469029.34 frames. utt_duration=1240 frames, utt_pad_proportion=0.06021, over 7971.86 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3178, pruned_loss=0.08175, over 2476551.24 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07629, over 23237.16 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 13:17:05,469 INFO [train.py:927] (4/8) Epoch 18, batch 23850, giga_loss[loss=0.2048, simple_loss=0.2889, pruned_loss=0.06033, over 12404.00 frames. utt_duration=478.5 frames, utt_pad_proportion=0.02949, over 104.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3151, pruned_loss=0.08012, over 2475476.64 frames. utt_duration=447 frames, utt_pad_proportion=0.07819, over 22222.68 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2839, pruned_loss=0.06039, over 2469069.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.06268, over 8006.83 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3185, pruned_loss=0.0821, over 2475944.09 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07775, over 23756.84 utterances.], batch size: 104, lr: 2.20e-04
2022-09-01 13:18:55,606 INFO [train.py:927] (4/8) Epoch 18, batch 23900, giga_loss[loss=0.2103, simple_loss=0.3006, pruned_loss=0.06004, over 12446.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03195, over 80.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3148, pruned_loss=0.0786, over 2474726.49 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08137, over 22594.95 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2843, pruned_loss=0.06074, over 2469302.14 frames. utt_duration=1224 frames, utt_pad_proportion=0.06674, over 8081.76 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3181, pruned_loss=0.08045, over 2475070.04 frames. utt_duration=410.5 frames, utt_pad_proportion=0.07974, over 24202.20 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 13:20:42,011 INFO [train.py:927] (4/8) Epoch 18, batch 23950, giga_loss[loss=0.2085, simple_loss=0.2886, pruned_loss=0.0642, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.313, pruned_loss=0.07703, over 2474447.41 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08103, over 22496.30 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.285, pruned_loss=0.06112, over 2469313.75 frames. utt_duration=1224 frames, utt_pad_proportion=0.06574, over 8076.94 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3156, pruned_loss=0.07853, over 2474821.88 frames. utt_duration=412 frames, utt_pad_proportion=0.08015, over 24112.07 utterances.], batch size: 122, lr: 2.20e-04
2022-09-01 13:22:25,789 INFO [train.py:927] (4/8) Epoch 18, batch 24000, libri_loss[loss=0.2058, simple_loss=0.2829, pruned_loss=0.06434, over 12478.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007451, over 36.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.0754, over 2475419.22 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07577, over 21838.76 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2844, pruned_loss=0.06072, over 2469632.71 frames. utt_duration=1234 frames, utt_pad_proportion=0.06331, over 8014.75 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3144, pruned_loss=0.07766, over 2475659.08 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07636, over 23859.81 utterances.], batch size: 36, lr: 2.20e-04
2022-09-01 13:22:25,791 INFO [train.py:958] (4/8) Computing validation loss
2022-09-01 13:22:42,032 INFO [train.py:967] (4/8) Epoch 18, validation: loss=0.1705, simple_loss=0.2806, pruned_loss=0.03023, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 13:24:31,149 INFO [train.py:927] (4/8) Epoch 18, batch 24050, giga_loss[loss=0.2304, simple_loss=0.3271, pruned_loss=0.06688, over 12477.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3092, pruned_loss=0.07424, over 2475707.24 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07067, over 21161.57 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2842, pruned_loss=0.06068, over 2469599.43 frames. utt_duration=1232 frames, utt_pad_proportion=0.06334, over 8029.64 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3128, pruned_loss=0.0763, over 2476004.91 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07157, over 22980.77 utterances.], batch size: 55, lr: 2.20e-04
2022-09-01 13:26:17,353 INFO [train.py:927] (4/8) Epoch 18, batch 24100, giga_loss[loss=0.2327, simple_loss=0.3344, pruned_loss=0.06551, over 12324.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.03062, over 66.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3101, pruned_loss=0.07274, over 2475356.32 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07076, over 21202.36 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2843, pruned_loss=0.06072, over 2469635.19 frames. utt_duration=1233 frames, utt_pad_proportion=0.06241, over 8021.98 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3134, pruned_loss=0.07464, over 2475683.66 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07181, over 22956.17 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 13:28:02,664 INFO [train.py:927] (4/8) Epoch 18, batch 24150, giga_loss[loss=0.2458, simple_loss=0.3255, pruned_loss=0.08305, over 12312.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02925, over 74.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3092, pruned_loss=0.07189, over 2475515.85 frames. utt_duration=483.6 frames, utt_pad_proportion=0.0678, over 20537.25 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2842, pruned_loss=0.06064, over 2469622.19 frames. utt_duration=1241 frames, utt_pad_proportion=0.06083, over 7972.91 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3128, pruned_loss=0.07387, over 2475976.29 frames. utt_duration=443.7 frames, utt_pad_proportion=0.06944, over 22395.65 utterances.], batch size: 74, lr: 2.20e-04
2022-09-01 13:29:46,763 INFO [train.py:927] (4/8) Epoch 18, batch 24200, libri_loss[loss=0.2177, simple_loss=0.3072, pruned_loss=0.06413, over 12143.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006274, over 35.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3078, pruned_loss=0.0712, over 2474922.94 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06525, over 19888.45 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2842, pruned_loss=0.06056, over 2469022.23 frames. utt_duration=1243 frames, utt_pad_proportion=0.06008, over 7951.95 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3111, pruned_loss=0.07308, over 2475981.02 frames. utt_duration=458.6 frames, utt_pad_proportion=0.06708, over 21665.53 utterances.], batch size: 35, lr: 2.20e-04
2022-09-01 13:31:30,354 INFO [train.py:927] (4/8) Epoch 18, batch 24250, giga_loss[loss=0.2109, simple_loss=0.2967, pruned_loss=0.06252, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03588, over 113.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3059, pruned_loss=0.07079, over 2474968.27 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06302, over 19024.88 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.284, pruned_loss=0.06046, over 2468630.95 frames. utt_duration=1249 frames, utt_pad_proportion=0.05913, over 7914.61 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3093, pruned_loss=0.0726, over 2476271.56 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06506, over 20720.14 utterances.], batch size: 113, lr: 2.20e-04
2022-09-01 13:33:13,233 INFO [train.py:927] (4/8) Epoch 18, batch 24300, giga_loss[loss=0.1966, simple_loss=0.2776, pruned_loss=0.05782, over 12156.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.02868, over 36.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3052, pruned_loss=0.06965, over 2474959.70 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06211, over 18399.60 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2841, pruned_loss=0.06055, over 2468698.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.06198, over 7957.31 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3087, pruned_loss=0.07143, over 2476213.21 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06276, over 20175.98 utterances.], batch size: 36, lr: 2.20e-04
2022-09-01 13:35:03,021 INFO [train.py:927] (4/8) Epoch 18, batch 24350, giga_loss[loss=0.2194, simple_loss=0.3036, pruned_loss=0.06764, over 12423.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04215, over 146.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3049, pruned_loss=0.06937, over 2474472.89 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06425, over 19035.93 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.284, pruned_loss=0.06054, over 2468551.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.06117, over 7942.41 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3082, pruned_loss=0.07094, over 2475689.68 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06484, over 20632.41 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 13:36:44,049 INFO [train.py:927] (4/8) Epoch 18, batch 24400, giga_loss[loss=0.1998, simple_loss=0.2822, pruned_loss=0.05867, over 12374.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04756, over 26.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3038, pruned_loss=0.06945, over 2474630.26 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06572, over 19174.28 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2843, pruned_loss=0.06066, over 2468543.86 frames. utt_duration=1247 frames, utt_pad_proportion=0.06046, over 7926.35 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3063, pruned_loss=0.0707, over 2475707.57 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06634, over 20602.18 utterances.], batch size: 26, lr: 2.20e-04
2022-09-01 13:38:28,487 INFO [train.py:927] (4/8) Epoch 18, batch 24450, giga_loss[loss=0.2264, simple_loss=0.3015, pruned_loss=0.0757, over 12434.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05461, over 162.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3018, pruned_loss=0.0689, over 2474233.14 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06951, over 19349.49 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2843, pruned_loss=0.06057, over 2468172.54 frames. utt_duration=1251 frames, utt_pad_proportion=0.05957, over 7899.03 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3042, pruned_loss=0.07012, over 2475529.82 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07012, over 20709.98 utterances.], batch size: 162, lr: 2.20e-04
2022-09-01 13:40:11,111 INFO [train.py:927] (4/8) Epoch 18, batch 24500, libri_loss[loss=0.1514, simple_loss=0.2304, pruned_loss=0.03627, over 12285.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009387, over 28.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3001, pruned_loss=0.06853, over 2474057.02 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06934, over 19096.72 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2838, pruned_loss=0.06033, over 2467880.04 frames. utt_duration=1252 frames, utt_pad_proportion=0.05925, over 7894.02 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3031, pruned_loss=0.07001, over 2475589.80 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07015, over 20573.39 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 13:41:54,185 INFO [train.py:927] (4/8) Epoch 18, batch 24550, giga_loss[loss=0.2151, simple_loss=0.3185, pruned_loss=0.05578, over 12439.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3006, pruned_loss=0.06794, over 2474190.53 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06759, over 19181.71 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2837, pruned_loss=0.06026, over 2467667.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05835, over 7869.31 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3033, pruned_loss=0.06933, over 2475712.49 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06874, over 20583.38 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 13:43:36,493 INFO [train.py:927] (4/8) Epoch 18, batch 24600, giga_loss[loss=0.1912, simple_loss=0.2727, pruned_loss=0.05487, over 12380.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04311, over 37.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3009, pruned_loss=0.06802, over 2473803.63 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07039, over 19253.70 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2834, pruned_loss=0.06021, over 2467706.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05779, over 7841.44 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3035, pruned_loss=0.06926, over 2475051.71 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07138, over 20530.41 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 13:45:26,538 INFO [train.py:927] (4/8) Epoch 18, batch 24650, giga_loss[loss=0.226, simple_loss=0.3135, pruned_loss=0.06921, over 12380.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.0273, over 70.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3021, pruned_loss=0.06868, over 2474015.60 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06783, over 18876.58 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2832, pruned_loss=0.06002, over 2467949.84 frames. utt_duration=1264 frames, utt_pad_proportion=0.05692, over 7820.77 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3047, pruned_loss=0.06998, over 2474906.97 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06915, over 20111.56 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 13:47:09,659 INFO [train.py:927] (4/8) Epoch 18, batch 24700, giga_loss[loss=0.2559, simple_loss=0.3262, pruned_loss=0.09277, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07026, over 2474210.38 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06833, over 19105.75 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2837, pruned_loss=0.06022, over 2468100.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05706, over 7842.75 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3056, pruned_loss=0.07134, over 2474908.03 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06944, over 20329.79 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 13:48:55,038 INFO [train.py:927] (4/8) Epoch 18, batch 24750, giga_loss[loss=0.2944, simple_loss=0.363, pruned_loss=0.1129, over 12348.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1886, over 362.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.305, pruned_loss=0.07258, over 2474146.72 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07778, over 20779.88 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2834, pruned_loss=0.06008, over 2468155.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.0565, over 7815.24 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3072, pruned_loss=0.07373, over 2474729.08 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07841, over 21941.03 utterances.], batch size: 362, lr: 2.20e-04
2022-09-01 13:50:34,748 INFO [train.py:927] (4/8) Epoch 18, batch 24800, giga_loss[loss=0.2017, simple_loss=0.3024, pruned_loss=0.05045, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.07126, over 2473787.77 frames. utt_duration=485 frames, utt_pad_proportion=0.07868, over 20463.87 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2836, pruned_loss=0.06032, over 2468316.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.06005, over 7875.85 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.07224, over 2474236.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07833, over 21613.80 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 13:52:18,888 INFO [train.py:927] (4/8) Epoch 18, batch 24850, giga_loss[loss=0.2378, simple_loss=0.3109, pruned_loss=0.08237, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07553, over 212.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3039, pruned_loss=0.07106, over 2473968.45 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07582, over 20719.63 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2838, pruned_loss=0.06039, over 2468074.63 frames. utt_duration=1256 frames, utt_pad_proportion=0.05923, over 7870.41 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3057, pruned_loss=0.07198, over 2474642.85 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07606, over 21871.00 utterances.], batch size: 212, lr: 2.20e-04
2022-09-01 13:53:59,932 INFO [train.py:927] (4/8) Epoch 18, batch 24900, giga_loss[loss=0.2005, simple_loss=0.2852, pruned_loss=0.05788, over 12246.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03601, over 28.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3027, pruned_loss=0.07075, over 2474553.76 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07449, over 20441.97 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2837, pruned_loss=0.06037, over 2468352.40 frames. utt_duration=1255 frames, utt_pad_proportion=0.05928, over 7875.75 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3046, pruned_loss=0.07167, over 2474960.10 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07484, over 21572.07 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 13:55:44,915 INFO [train.py:927] (4/8) Epoch 18, batch 24950, giga_loss[loss=0.2105, simple_loss=0.3095, pruned_loss=0.05577, over 12378.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03009, over 62.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3059, pruned_loss=0.07087, over 2473721.96 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07033, over 19851.29 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2838, pruned_loss=0.06033, over 2468216.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.05847, over 7866.42 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3076, pruned_loss=0.07182, over 2474243.66 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07117, over 20984.24 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 13:57:29,771 INFO [train.py:927] (4/8) Epoch 18, batch 25000, giga_loss[loss=0.2525, simple_loss=0.3321, pruned_loss=0.0865, over 12412.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03692, over 113.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3082, pruned_loss=0.07145, over 2473989.01 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06751, over 20163.37 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2838, pruned_loss=0.06027, over 2468096.71 frames. utt_duration=1258 frames, utt_pad_proportion=0.05827, over 7858.09 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3097, pruned_loss=0.07229, over 2474527.38 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06837, over 21112.31 utterances.], batch size: 113, lr: 2.20e-04
2022-09-01 13:59:14,309 INFO [train.py:927] (4/8) Epoch 18, batch 25050, libri_loss[loss=0.1909, simple_loss=0.2931, pruned_loss=0.04435, over 12432.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01595, over 40.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3095, pruned_loss=0.07257, over 2474500.44 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07427, over 20543.23 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2839, pruned_loss=0.06007, over 2468415.41 frames. utt_duration=1259 frames, utt_pad_proportion=0.05739, over 7852.95 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3111, pruned_loss=0.07366, over 2474748.53 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07504, over 21530.72 utterances.], batch size: 40, lr: 2.20e-04
2022-09-01 14:00:59,536 INFO [train.py:927] (4/8) Epoch 18, batch 25100, giga_loss[loss=0.2093, simple_loss=0.2908, pruned_loss=0.0639, over 12392.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02646, over 70.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3085, pruned_loss=0.07317, over 2473620.88 frames. utt_duration=486.6 frames, utt_pad_proportion=0.08003, over 20394.76 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2845, pruned_loss=0.06032, over 2468294.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.06063, over 7914.32 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3104, pruned_loss=0.07443, over 2474182.53 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07979, over 21721.37 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 14:02:44,830 INFO [train.py:927] (4/8) Epoch 18, batch 25150, giga_loss[loss=0.2309, simple_loss=0.3034, pruned_loss=0.07917, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03752, over 40.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3071, pruned_loss=0.07286, over 2474232.32 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07625, over 19855.13 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2842, pruned_loss=0.0601, over 2468424.06 frames. utt_duration=1252 frames, utt_pad_proportion=0.05986, over 7894.74 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3094, pruned_loss=0.07436, over 2474702.20 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07667, over 21221.08 utterances.], batch size: 40, lr: 2.20e-04
2022-09-01 14:04:27,673 INFO [train.py:927] (4/8) Epoch 18, batch 25200, giga_loss[loss=0.1996, simple_loss=0.2906, pruned_loss=0.05431, over 12371.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0275, over 91.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3064, pruned_loss=0.07267, over 2474607.06 frames. utt_duration=504 frames, utt_pad_proportion=0.07433, over 19698.30 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2842, pruned_loss=0.06009, over 2468513.12 frames. utt_duration=1252 frames, utt_pad_proportion=0.05917, over 7895.04 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3088, pruned_loss=0.07423, over 2475063.20 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07519, over 21108.96 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 14:06:10,538 INFO [train.py:927] (4/8) Epoch 18, batch 25250, giga_loss[loss=0.2332, simple_loss=0.3145, pruned_loss=0.07595, over 12368.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0462, over 146.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3048, pruned_loss=0.07186, over 2474497.46 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07243, over 19420.19 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2843, pruned_loss=0.06017, over 2468350.11 frames. utt_duration=1239 frames, utt_pad_proportion=0.06324, over 7975.64 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07319, over 2475090.73 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07186, over 20617.09 utterances.], batch size: 146, lr: 2.19e-04
2022-09-01 14:07:51,346 INFO [train.py:927] (4/8) Epoch 18, batch 25300, giga_loss[loss=0.2297, simple_loss=0.3082, pruned_loss=0.07556, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04399, over 34.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3052, pruned_loss=0.072, over 2474244.20 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07418, over 19699.17 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2844, pruned_loss=0.06019, over 2468138.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.06185, over 7935.85 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3074, pruned_loss=0.07337, over 2475066.02 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07423, over 21014.45 utterances.], batch size: 34, lr: 2.19e-04
2022-09-01 14:09:36,998 INFO [train.py:927] (4/8) Epoch 18, batch 25350, giga_loss[loss=0.241, simple_loss=0.3139, pruned_loss=0.08404, over 12457.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3048, pruned_loss=0.07208, over 2474475.17 frames. utt_duration=521.8 frames, utt_pad_proportion=0.071, over 19022.41 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2844, pruned_loss=0.06017, over 2468515.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.06046, over 7920.00 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3072, pruned_loss=0.0735, over 2474956.17 frames. utt_duration=487 frames, utt_pad_proportion=0.07178, over 20391.03 utterances.], batch size: 98, lr: 2.19e-04
2022-09-01 14:11:21,636 INFO [train.py:927] (4/8) Epoch 18, batch 25400, libri_loss[loss=0.1971, simple_loss=0.2795, pruned_loss=0.05732, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00555, over 34.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3058, pruned_loss=0.07078, over 2474117.33 frames. utt_duration=501.8 frames, utt_pad_proportion=0.0783, over 19781.14 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2842, pruned_loss=0.06007, over 2468348.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05918, over 7885.91 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3084, pruned_loss=0.07231, over 2474798.26 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07908, over 21228.45 utterances.], batch size: 34, lr: 2.19e-04
2022-09-01 14:13:04,430 INFO [train.py:927] (4/8) Epoch 18, batch 25450, giga_loss[loss=0.3046, simple_loss=0.3529, pruned_loss=0.1281, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.204, over 369.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3088, pruned_loss=0.07212, over 2474280.65 frames. utt_duration=491.6 frames, utt_pad_proportion=0.08197, over 20192.92 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2845, pruned_loss=0.06021, over 2468844.39 frames. utt_duration=1251 frames, utt_pad_proportion=0.05843, over 7905.39 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3115, pruned_loss=0.07364, over 2474598.37 frames. utt_duration=456 frames, utt_pad_proportion=0.08285, over 21774.57 utterances.], batch size: 369, lr: 2.19e-04
2022-09-01 14:14:48,483 INFO [train.py:927] (4/8) Epoch 18, batch 25500, giga_loss[loss=0.2414, simple_loss=0.3293, pruned_loss=0.07673, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3109, pruned_loss=0.07359, over 2475118.63 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07592, over 19960.81 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2844, pruned_loss=0.06004, over 2469322.81 frames. utt_duration=1247 frames, utt_pad_proportion=0.05881, over 7932.08 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3137, pruned_loss=0.07532, over 2475101.59 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07708, over 21538.62 utterances.], batch size: 113, lr: 2.19e-04
2022-09-01 14:16:33,559 INFO [train.py:927] (4/8) Epoch 18, batch 25550, giga_loss[loss=0.2274, simple_loss=0.3091, pruned_loss=0.07286, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03683, over 113.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3104, pruned_loss=0.07317, over 2474896.11 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07279, over 19573.96 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2848, pruned_loss=0.05999, over 2468990.14 frames. utt_duration=1245 frames, utt_pad_proportion=0.05848, over 7944.02 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3129, pruned_loss=0.07488, over 2475274.23 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07419, over 21076.66 utterances.], batch size: 113, lr: 2.19e-04
2022-09-01 14:18:18,457 INFO [train.py:927] (4/8) Epoch 18, batch 25600, giga_loss[loss=0.2745, simple_loss=0.3395, pruned_loss=0.1048, over 12338.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3093, pruned_loss=0.07118, over 2474644.01 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07135, over 19808.31 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2843, pruned_loss=0.05975, over 2468751.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.05757, over 7912.55 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3124, pruned_loss=0.07303, over 2475317.57 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07293, over 21296.65 utterances.], batch size: 370, lr: 2.19e-04
2022-09-01 14:20:05,160 INFO [train.py:927] (4/8) Epoch 18, batch 25650, giga_loss[loss=0.2382, simple_loss=0.3156, pruned_loss=0.0804, over 12382.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06447, over 183.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3092, pruned_loss=0.07147, over 2474438.99 frames. utt_duration=486.5 frames, utt_pad_proportion=0.0753, over 20407.47 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2841, pruned_loss=0.05965, over 2468788.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.05661, over 7884.04 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3124, pruned_loss=0.07329, over 2475094.82 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07673, over 21897.16 utterances.], batch size: 183, lr: 2.19e-04
2022-09-01 14:21:50,728 INFO [train.py:927] (4/8) Epoch 18, batch 25700, giga_loss[loss=0.2051, simple_loss=0.2858, pruned_loss=0.06222, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03164, over 40.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3074, pruned_loss=0.07107, over 2474155.06 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07871, over 20405.47 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2843, pruned_loss=0.05988, over 2468376.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.05594, over 7874.14 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3103, pruned_loss=0.07258, over 2475173.37 frames. utt_duration=454 frames, utt_pad_proportion=0.07998, over 21877.36 utterances.], batch size: 40, lr: 2.19e-04
2022-09-01 14:23:45,393 INFO [train.py:927] (4/8) Epoch 18, batch 25750, giga_loss[loss=0.2532, simple_loss=0.323, pruned_loss=0.09169, over 12358.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3056, pruned_loss=0.07106, over 2474152.09 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07988, over 20091.01 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2842, pruned_loss=0.05992, over 2468288.37 frames. utt_duration=1259 frames, utt_pad_proportion=0.05511, over 7852.83 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3083, pruned_loss=0.07242, over 2475156.96 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08131, over 21508.46 utterances.], batch size: 258, lr: 2.19e-04
2022-09-01 14:25:26,238 INFO [train.py:927] (4/8) Epoch 18, batch 25800, giga_loss[loss=0.2173, simple_loss=0.2941, pruned_loss=0.07027, over 12419.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03923, over 43.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3054, pruned_loss=0.07217, over 2474269.52 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07984, over 20746.71 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2837, pruned_loss=0.05963, over 2468224.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05411, over 7824.68 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3085, pruned_loss=0.07377, over 2475267.06 frames. utt_duration=448 frames, utt_pad_proportion=0.08137, over 22172.28 utterances.], batch size: 43, lr: 2.19e-04
2022-09-01 14:27:04,704 INFO [train.py:927] (4/8) Epoch 18, batch 25850, giga_loss[loss=0.1858, simple_loss=0.2814, pruned_loss=0.04512, over 12444.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03697, over 31.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.06992, over 2474221.92 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07869, over 21107.23 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2841, pruned_loss=0.0598, over 2468119.39 frames. utt_duration=1260 frames, utt_pad_proportion=0.05445, over 7843.06 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3058, pruned_loss=0.07118, over 2475191.00 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07998, over 22387.37 utterances.], batch size: 31, lr: 2.19e-04
2022-09-01 14:28:47,120 INFO [train.py:927] (4/8) Epoch 18, batch 25900, libri_loss[loss=0.2207, simple_loss=0.3095, pruned_loss=0.06594, over 12289.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007422, over 37.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3025, pruned_loss=0.06909, over 2474401.24 frames. utt_duration=474 frames, utt_pad_proportion=0.07693, over 20944.68 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2845, pruned_loss=0.06001, over 2468266.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.05795, over 7925.44 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3046, pruned_loss=0.07024, over 2475274.57 frames. utt_duration=444 frames, utt_pad_proportion=0.07721, over 22373.58 utterances.], batch size: 37, lr: 2.19e-04
2022-09-01 14:30:28,766 INFO [train.py:927] (4/8) Epoch 18, batch 25950, giga_loss[loss=0.1844, simple_loss=0.2686, pruned_loss=0.05015, over 12298.00 frames. utt_duration=794.8 frames, utt_pad_proportion=0.03428, over 62.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3003, pruned_loss=0.06843, over 2474610.65 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07399, over 20192.58 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2847, pruned_loss=0.05996, over 2468395.47 frames. utt_duration=1255 frames, utt_pad_proportion=0.05658, over 7876.17 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3026, pruned_loss=0.06974, over 2475438.17 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07507, over 21896.81 utterances.], batch size: 62, lr: 2.19e-04
2022-09-01 14:32:07,636 INFO [train.py:927] (4/8) Epoch 18, batch 26000, giga_loss[loss=0.2318, simple_loss=0.313, pruned_loss=0.0753, over 12421.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03511, over 105.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3012, pruned_loss=0.06901, over 2473919.42 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07008, over 20210.40 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2845, pruned_loss=0.05988, over 2467707.04 frames. utt_duration=1262 frames, utt_pad_proportion=0.05539, over 7830.44 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3036, pruned_loss=0.07036, over 2475360.90 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07173, over 21946.35 utterances.], batch size: 105, lr: 2.19e-04
2022-09-01 14:33:49,958 INFO [train.py:927] (4/8) Epoch 18, batch 26050, giga_loss[loss=0.2351, simple_loss=0.3135, pruned_loss=0.07834, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3033, pruned_loss=0.07064, over 2473841.45 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07645, over 21458.96 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2844, pruned_loss=0.05974, over 2467874.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05459, over 7821.94 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3055, pruned_loss=0.07202, over 2474938.42 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07758, over 23076.38 utterances.], batch size: 161, lr: 2.19e-04
2022-09-01 14:35:33,591 INFO [train.py:927] (4/8) Epoch 18, batch 26100, giga_loss[loss=0.2506, simple_loss=0.3348, pruned_loss=0.0832, over 12430.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05482, over 162.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.304, pruned_loss=0.07166, over 2473326.80 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07433, over 21191.50 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2844, pruned_loss=0.05987, over 2467621.39 frames. utt_duration=1268 frames, utt_pad_proportion=0.05344, over 7793.62 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3065, pruned_loss=0.07301, over 2474635.25 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07597, over 22947.68 utterances.], batch size: 162, lr: 2.19e-04
2022-09-01 14:37:17,150 INFO [train.py:927] (4/8) Epoch 18, batch 26150, giga_loss[loss=0.2783, simple_loss=0.344, pruned_loss=0.1063, over 12382.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05948, over 182.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3046, pruned_loss=0.07154, over 2473062.11 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06974, over 20298.18 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.284, pruned_loss=0.05965, over 2467199.61 frames. utt_duration=1270 frames, utt_pad_proportion=0.05298, over 7779.68 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3076, pruned_loss=0.07318, over 2474673.17 frames. utt_duration=449 frames, utt_pad_proportion=0.07181, over 22119.88 utterances.], batch size: 182, lr: 2.19e-04
2022-09-01 14:39:00,358 INFO [train.py:927] (4/8) Epoch 18, batch 26200, giga_loss[loss=0.2179, simple_loss=0.3053, pruned_loss=0.06523, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3061, pruned_loss=0.07268, over 2473448.80 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07174, over 19970.22 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.285, pruned_loss=0.06038, over 2467134.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.06486, over 8015.68 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3084, pruned_loss=0.07382, over 2475059.26 frames. utt_duration=457.1 frames, utt_pad_proportion=0.0693, over 21727.10 utterances.], batch size: 75, lr: 2.19e-04
2022-09-01 14:40:12,625 INFO [train.py:844] (4/8) libri reaches end of dataloader
2022-09-01 14:42:36,957 INFO [train.py:927] (4/8) Epoch 19, batch 50, giga_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.05921, over 12397.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07365, over 213.00 utterances.], tot_loss[loss=0.213, simple_loss=0.3041, pruned_loss=0.06092, over 548489.31 frames. utt_duration=579.9 frames, utt_pad_proportion=0.04932, over 3793.17 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2813, pruned_loss=0.05105, over 49213.23 frames. utt_duration=1324 frames, utt_pad_proportion=0.01466, over 148.85 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3062, pruned_loss=0.06181, over 509401.76 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05052, over 3689.71 utterances.], batch size: 213, lr: 2.15e-04
2022-09-01 14:44:20,908 INFO [train.py:927] (4/8) Epoch 19, batch 100, giga_loss[loss=0.171, simple_loss=0.2614, pruned_loss=0.04026, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04104, over 133.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2854, pruned_loss=0.05403, over 974571.18 frames. utt_duration=550 frames, utt_pad_proportion=0.06244, over 7106.57 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2814, pruned_loss=0.04982, over 73290.43 frames. utt_duration=1364 frames, utt_pad_proportion=0.01207, over 215.19 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2858, pruned_loss=0.05438, over 928840.64 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0636, over 7018.86 utterances.], batch size: 133, lr: 2.15e-04
2022-09-01 14:46:00,521 INFO [train.py:927] (4/8) Epoch 19, batch 150, giga_loss[loss=0.1502, simple_loss=0.2404, pruned_loss=0.03, over 12339.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.184, simple_loss=0.2716, pruned_loss=0.04816, over 1306793.09 frames. utt_duration=533.9 frames, utt_pad_proportion=0.05981, over 9819.02 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2905, pruned_loss=0.0518, over 109252.51 frames. utt_duration=1324 frames, utt_pad_proportion=0.01464, over 330.42 utterances.], giga_tot_loss[loss=0.1833, simple_loss=0.2705, pruned_loss=0.048, over 1252859.09 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06094, over 9768.68 utterances.], batch size: 62, lr: 2.15e-04
2022-09-01 14:47:38,991 INFO [train.py:927] (4/8) Epoch 19, batch 200, giga_loss[loss=0.1709, simple_loss=0.2469, pruned_loss=0.04743, over 12336.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0306, over 91.00 utterances.], tot_loss[loss=0.1769, simple_loss=0.2635, pruned_loss=0.04516, over 1565669.20 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05944, over 11562.94 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2845, pruned_loss=0.0489, over 224957.03 frames. utt_duration=1335 frames, utt_pad_proportion=0.01739, over 675.01 utterances.], giga_tot_loss[loss=0.1757, simple_loss=0.2615, pruned_loss=0.04492, over 1474763.87 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06128, over 11661.00 utterances.], batch size: 91, lr: 2.15e-04
2022-09-01 14:47:44,827 INFO [utils.py:968] (4/8) 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] (4/8) features shape: torch.Size([98, 528, 80])
2022-09-01 14:47:44,965 INFO [utils.py:978] (4/8) num tokens: 2749